titles
sequencelengths 1
2
| url
stringclasses 222
values | location
stringlengths 59
197
| vector
sequencelengths 384
384
| tag
stringclasses 8
values | text
stringlengths 1
961
| sections
sequencelengths 1
3
| id
int64 0
18.8k
|
|---|---|---|---|---|---|---|---|
[
"On Hybrid Search - Qdrant",
"Experiments"
] | /articles/hybrid-search/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > ol:nth-of-type(2) > li:nth-of-type(3) > p:nth-of-type(1) | [
-0.07091615349054337,
-0.0960269644856453,
-0.006812273990362883,
-0.014571484178304672,
0.09056932479143143,
0.10412416607141495,
-0.024133792147040367,
-0.03437643498182297,
-0.07110423594713211,
-0.09599956125020981,
-0.0031379421707242727,
-0.05458138510584831,
0.06643266975879669,
-0.039695676416158676,
-0.07280369102954865,
0.03524090349674225,
-0.020185502246022224,
0.08440680801868439,
-0.021013788878917694,
-0.06027504429221153,
-0.010357927531003952,
-0.01440628245472908,
-0.001929854042828083,
-0.014632330276072025,
0.06165439262986183,
-0.035991545766592026,
0.04341927170753479,
0.028251059353351593,
0.05171678587794304,
-0.013479514047503471,
0.08068360388278961,
0.05597421154379845,
0.02040574885904789,
0.10262535512447357,
-0.05047904700040817,
0.060071300715208054,
-0.14435045421123505,
0.029430294409394264,
-0.030907122418284416,
0.054080937057733536,
-0.04829162359237671,
0.020647961646318436,
0.005069475155323744,
0.04913267865777016,
0.041884783655405045,
-0.035866666585206985,
-0.09244512021541595,
-0.01741901785135269,
-0.04876341298222542,
0.009017051197588444,
-0.112825408577919,
0.0031863225158303976,
-0.08266756683588028,
0.02638670988380909,
0.008700454607605934,
-0.022296367213129997,
0.04897620156407356,
-0.02576351910829544,
-0.015246587805449963,
-0.08076167851686478,
-0.008994818665087223,
-0.05934048816561699,
0.039242081344127655,
-0.03280239924788475,
0.03547053039073944,
-0.08461067080497742,
-0.024363918229937553,
0.09260347485542297,
-0.08131476491689682,
0.04745421186089516,
0.008557889610528946,
0.04206542298197746,
-0.04908992722630501,
0.08683870732784271,
0.016952386125922203,
0.10084442794322968,
0.02167980931699276,
0.015562611632049084,
0.07641211897134781,
0.024137435480952263,
0.009889887645840645,
-0.03436947986483574,
-0.007059428375214338,
0.018837733194231987,
0.1585238128900528,
0.011717709712684155,
0.049235355108976364,
-0.039865076541900635,
-0.000015059675206430256,
0.017154349014163017,
-0.032556068152189255,
-0.07242576032876968,
0.11468178778886795,
0.032958418130874634,
0.03296542540192604,
-0.01324442494660616,
-0.007513408549129963,
-0.018103692680597305,
0.0564994141459465,
0.02692773938179016,
-0.0372733436524868,
0.07631851732730865,
0.005256684496998787,
-0.06011759117245674,
-0.010298507288098335,
0.020150354132056236,
0.1047414243221283,
0.060244664549827576,
0.03856799378991127,
-0.0924820750951767,
-0.01611996255815029,
0.023592792451381683,
-0.03027782030403614,
0.009615983814001083,
0.019797412678599358,
-0.023621996864676476,
-0.04192844405770302,
0.030003925785422325,
0.07134043425321579,
0.02121010795235634,
-0.038360223174095154,
0.005859994329512119,
-0.041355837136507034,
0.02752375416457653,
-0.06956800073385239,
0.0039427625015378,
-0.025194237008690834,
-1.111045209809067e-33,
-0.03896922618150711,
0.0351501889526844,
-0.024290479719638824,
0.037562381476163864,
-0.00040356942918151617,
-0.005587282124906778,
0.028318537399172783,
0.04312009736895561,
-0.08364344388246536,
-0.028381740674376488,
-0.09100445359945297,
0.03618338331580162,
-0.012906325049698353,
0.08881020545959473,
0.0905250757932663,
0.02374079078435898,
-0.009274493902921677,
0.059229977428913116,
-0.09658042341470718,
-0.10134958475828171,
0.008693525567650795,
-0.024316836148500443,
0.012986677698791027,
-0.05523168668150902,
0.005551931913942099,
0.009960534051060677,
0.019047528505325317,
-0.13036751747131348,
-0.021864162757992744,
-0.0028682206757366657,
-0.049318671226501465,
-0.04136570915579796,
0.014687387272715569,
-0.001826216233894229,
0.03443942591547966,
0.028026629239320755,
0.057067520916461945,
-0.01205094438046217,
-0.02056119032204151,
0.01986113004386425,
-0.0003284777048975229,
0.021706877276301384,
0.0027105703484266996,
-0.02036092057824135,
0.009497431106865406,
-0.01866091601550579,
-0.01702277734875679,
0.05291111022233963,
-0.02734188549220562,
0.03977818414568901,
0.006689861416816711,
0.05186786130070686,
-0.018118133768439293,
0.01902714930474758,
0.014483602717518806,
0.004297149367630482,
0.014293053187429905,
0.04598104953765869,
0.02085818722844124,
0.009526735171675682,
-0.040640413761138916,
0.07703237980604172,
0.053135406225919724,
-0.005065668374300003,
0.035272009670734406,
-0.041645415127277374,
0.027810368686914444,
-0.06769517809152603,
0.10904626548290253,
0.05526202544569969,
0.03332918882369995,
0.01778765767812729,
-0.05364597588777542,
-0.04592626914381981,
-0.014505102299153805,
0.025411054491996765,
-0.00020559866970870644,
-0.022776970639824867,
0.010815351270139217,
-0.0365966372191906,
0.010855334810912609,
0.013821477070450783,
-0.02360668033361435,
-0.05382971093058586,
0.01343978475779295,
-0.091715507209301,
-0.01157307904213667,
-0.15062737464904785,
-0.02749217487871647,
0.06477686762809753,
0.03685585781931877,
0.011747683398425579,
-0.03148418664932251,
-0.015294861979782581,
-0.04082591086626053,
1.3442614523022857e-33,
-0.04111804813146591,
0.06087273731827736,
0.039537832140922546,
-0.020788198336958885,
0.0035315221175551414,
-0.03910568729043007,
-0.026141544803977013,
0.004188895225524902,
-0.044377971440553665,
0.02335183136165142,
-0.013308966532349586,
-0.052517522126436234,
0.072872094810009,
-0.07135599106550217,
0.06063320115208626,
0.0335615910589695,
-0.03420412912964821,
0.037249475717544556,
-0.032371070235967636,
0.01828734390437603,
0.041556622833013535,
0.07759439945220947,
-0.05898893252015114,
0.08383168280124664,
0.02176288329064846,
0.09723852574825287,
0.1422174721956253,
0.016710476949810982,
0.001828569918870926,
-0.07197809219360352,
-0.007685687858611345,
-0.0822974368929863,
-0.1019047200679779,
0.014171531423926353,
-0.024170802906155586,
0.03785496950149536,
0.03064904734492302,
-0.06320567429065704,
-0.006064197514206171,
0.18132436275482178,
-0.004655711352825165,
0.0457063652575016,
-0.029946807771921158,
0.00977309886366129,
-0.06482280790805817,
0.006154234055429697,
-0.10846545547246933,
0.06285887956619263,
0.0939512625336647,
-0.03044712543487549,
0.02075653150677681,
0.04726843535900116,
-0.04301130026578903,
0.028815988451242447,
-0.031669240444898605,
-0.03155083581805229,
-0.08232434093952179,
-0.0024162689223885536,
0.00790211372077465,
0.043238840997219086,
0.00429762527346611,
-0.046259552240371704,
0.09940155595541,
-0.05274705961346626,
-0.006583699956536293,
-0.11135660111904144,
-0.058663081377744675,
0.02462717704474926,
-0.07487795501947403,
-0.017736265435814857,
-0.01639675348997116,
0.025557760149240494,
0.03181147947907448,
0.04394764080643654,
-0.08058669418096542,
-0.06768705695867538,
-0.02786124497652054,
-0.010660219006240368,
0.017077289521694183,
-0.1170094683766365,
-0.030194327235221863,
0.024666639044880867,
0.05568899214267731,
0.0858057364821434,
-0.01607160083949566,
0.052997272461652756,
0.06522105634212494,
0.0033963629975914955,
0.03408002108335495,
-0.05874646082520485,
0.02393515594303608,
-0.04976818338036537,
0.03369402140378952,
0.03551250323653221,
-0.012861261144280434,
-1.8486163710917936e-8,
-0.04374498873949051,
0.014347227290272713,
-0.04274633899331093,
0.045870717614889145,
0.020396951586008072,
-0.0134591618552804,
-0.06799928843975067,
-0.002543654525652528,
-0.06482642143964767,
0.04677769914269447,
0.05826987326145172,
-0.022189905866980553,
-0.04701060429215431,
0.05766933411359787,
0.07202453911304474,
-0.01691872626543045,
-0.03210679814219475,
0.04690521955490112,
0.031101491302251816,
-0.039701495319604874,
0.033625081181526184,
0.10429958254098892,
-0.021780379116535187,
0.10196831822395325,
-0.027102133259177208,
-0.01247397717088461,
-0.03882254287600517,
0.02227441780269146,
0.0781145766377449,
-0.030733391642570496,
0.0008553554653190076,
0.05565721169114113,
0.022553520277142525,
-0.005801888648420572,
0.011376922950148582,
0.05453694611787796,
-0.06182771921157837,
-0.018219348043203354,
-0.07144791632890701,
0.021675851196050644,
0.052929673343896866,
0.03753087669610977,
-0.08135230839252472,
0.038971908390522,
-0.019680030643939972,
-0.017693081870675087,
0.07855647057294846,
-0.04009179770946503,
0.00016591163876000792,
-0.05345359817147255,
-0.022680599242448807,
-0.11631735414266586,
0.005625860765576363,
-0.02150311879813671,
0.07409512251615524,
0.04737919941544533,
-0.038949139416217804,
0.03254449740052223,
0.07609397172927856,
-0.02896725758910179,
-0.015408508479595184,
0.02905368059873581,
-0.011062953621149063,
0.02960398979485035
] | p | Vector and keyword-based candidates generation and cross-encoder reranking | [
"articles",
"articles/hybrid-search"
] | 3,972 |
[
"On Hybrid Search - Qdrant",
"Experiments"
] | /articles/hybrid-search/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > ol:nth-of-type(2) > li:nth-of-type(3) > p:nth-of-type(2) | [
-0.04083646461367607,
-0.04383504390716553,
-0.08322128653526306,
-0.08743668347597122,
-0.015215063467621803,
0.09574593603610992,
-0.04646967351436615,
0.009419359266757965,
-0.02473486214876175,
-0.05213036388158798,
-0.021148351952433586,
-0.06140393391251564,
0.0021851263009011745,
0.020009035244584084,
-0.02016332745552063,
0.11139223724603653,
-0.03627562150359154,
0.004780344199389219,
0.11179900169372559,
-0.08918783813714981,
-0.015100516378879547,
0.020013997331261635,
0.028176909312605858,
-0.04388413950800896,
0.01898660883307457,
-0.1023864597082138,
0.049254029989242554,
0.04316840320825577,
0.09979428350925446,
-0.07807181030511856,
0.05381494387984276,
0.049808379262685776,
0.03368275612592697,
0.00826253741979599,
-0.029597846791148186,
-0.026023318991065025,
-0.09495460987091064,
-0.05328436195850372,
0.03312629088759422,
0.012296025641262531,
0.007549722213298082,
0.0087443757802248,
0.0013916913885623217,
-0.014358263462781906,
0.09325353056192398,
-0.011879735626280308,
-0.10185302793979645,
0.08651772141456604,
-0.05233216658234596,
-0.015691032633185387,
-0.05853473022580147,
-0.03921796381473541,
-0.07725431025028229,
0.08110107481479645,
0.08301051706075668,
-0.05068352818489075,
-0.11697512120008469,
-0.02161741442978382,
-0.01310597825795412,
-0.005852583795785904,
0.04672010615468025,
-0.01744135096669197,
-0.08569104969501495,
-0.07233633100986481,
0.07588565349578857,
0.07056685537099838,
0.014158928766846657,
-0.019893156364560127,
0.030156826600432396,
-0.01957506500184536,
-0.013657642528414726,
-0.08177288621664047,
-0.05781375989317894,
-0.005876394920051098,
-0.0025217400398105383,
0.04144466668367386,
-0.0024650043342262506,
0.053159113973379135,
-0.06111816689372063,
-0.015671100467443466,
-0.044648464769124985,
0.02951820380985737,
0.012022562325000763,
0.026616940274834633,
0.060225021094083786,
-0.01906547322869301,
-0.07967310398817062,
0.05453794449567795,
0.008876962587237358,
-0.019347896799445152,
0.014932163991034031,
0.014802403748035431,
-0.025736451148986816,
-0.022501850500702858,
0.0001822441554395482,
-0.0369306355714798,
0.08296801149845123,
0.03504245728254318,
0.09514905512332916,
0.04124387726187706,
-0.04059218242764473,
0.028890831395983696,
-0.028764337301254272,
-0.009316954761743546,
-0.05447041988372803,
0.002030425937846303,
0.06533869355916977,
-0.005234840326011181,
0.07434353977441788,
-0.07382602989673615,
-0.03584940358996391,
0.0323324054479599,
-0.02134248986840248,
0.008020378649234772,
0.007706169504672289,
-0.024489661678671837,
-0.0466172955930233,
0.06182278320193291,
0.08535297214984894,
0.04830149561166763,
-0.04190349578857422,
0.0229678675532341,
-0.03976786509156227,
-0.04451210796833038,
-0.07093299925327301,
0.0012910322984680533,
-0.11834024637937546,
4.50276821236522e-33,
0.0408787801861763,
0.02353638969361782,
0.047975022345781326,
0.07069294899702072,
-0.020495373755693436,
0.08538887649774551,
-0.0003592798893805593,
-0.05474871024489403,
-0.042155973613262177,
-0.07380503416061401,
-0.04131626337766647,
-0.028592467308044434,
0.0483371801674366,
-0.014735149219632149,
0.05761796608567238,
-0.08501680195331573,
-0.09318863600492477,
-0.0021839849650859833,
-0.01927909255027771,
-0.010227198712527752,
0.050884783267974854,
0.026410063728690147,
-0.06785336881875992,
-0.015140614472329617,
0.08117962628602982,
-0.02322169579565525,
0.1793280690908432,
0.01480532344430685,
0.0026637183036655188,
0.014690728858113289,
-0.05510528013110161,
-0.008284446783363819,
-0.054116785526275635,
-0.027551360428333282,
-0.01945963129401207,
-0.012831713072955608,
-0.1067705824971199,
-0.016509046778082848,
-0.005807455629110336,
-0.05983062461018562,
0.008674239739775658,
0.06345544010400772,
0.0048293666914105415,
-0.014229920692741871,
-0.00854087807238102,
-0.028677070513367653,
0.013355683535337448,
0.03792606294155121,
0.04154348000884056,
0.031192468479275703,
-0.06443837285041809,
-0.006389913149178028,
-0.01377847883850336,
-0.02576112002134323,
0.044320911169052124,
0.039122074842453,
0.031436845660209656,
0.0774480327963829,
-0.05958424136042595,
0.10556978732347488,
0.05090605467557907,
-0.007968008518218994,
-0.043428245931863785,
0.0006279289373196661,
0.0266842283308506,
0.05878352373838425,
-0.012382524088025093,
-0.11857752501964569,
0.022377802059054375,
0.05266532301902771,
-0.0032608099281787872,
0.003551910864189267,
0.13886865973472595,
0.0051503861322999,
0.010544130578637123,
-0.0580325722694397,
0.03750523924827576,
0.0051916418597102165,
-0.04987424984574318,
-0.040232766419649124,
-0.048723626881837845,
0.039768286049366,
0.03292452171444893,
-0.06631260365247726,
-0.019298525527119637,
-0.04560702666640282,
0.03923550248146057,
-0.08449089527130127,
0.0052796765230596066,
0.032837338745594025,
-0.008142184466123581,
-0.06850165128707886,
0.016371063888072968,
0.06918895244598389,
-0.03498572111129761,
-2.6178621024667205e-33,
-0.009635484777390957,
-0.0011663003824651241,
0.043790798634290695,
0.042100269347429276,
0.036613695323467255,
-0.021252164617180824,
0.06779932230710983,
-0.07464856654405594,
0.08297686278820038,
0.024548504501581192,
0.10473965108394623,
0.03510221093893051,
0.016346510499715805,
-0.002842921996489167,
-0.012729830108582973,
0.05536399409174919,
-0.0423392653465271,
-0.03996044024825096,
-0.0260570477694273,
-0.009433873929083347,
0.018117498606443405,
0.103986456990242,
0.0074972957372665405,
-0.0275657307356596,
0.008089522831141949,
0.10568258166313171,
0.03175588324666023,
0.0304898452013731,
-0.032632701098918915,
0.0060934582725167274,
-0.06510090827941895,
-0.09877769649028778,
-0.08146373182535172,
-0.0369718037545681,
-0.04596077278256416,
0.025428462773561478,
0.0798453539609909,
0.04143542796373367,
-0.023582344874739647,
0.09374918043613434,
-0.002988471882417798,
0.051717281341552734,
0.03896639868617058,
0.050321366637945175,
-0.02194034680724144,
0.03160476312041283,
-0.0030307453125715256,
-0.03027433343231678,
0.027425484731793404,
-0.05420735478401184,
-0.013372940011322498,
0.04149478301405907,
-0.06159530580043793,
0.03743213042616844,
0.010250057093799114,
-0.03287537023425102,
-0.028920814394950867,
0.0948103815317154,
0.010997279547154903,
0.02397647500038147,
0.05078858137130737,
0.002824339084327221,
0.09517449885606766,
0.03174448013305664,
0.019120609387755394,
-0.019207961857318878,
-0.03435249254107475,
0.007686586584895849,
0.023949775844812393,
0.04116494581103325,
-0.03270551562309265,
0.026729930192232132,
0.07212845236063004,
0.047169942408800125,
-0.09554486721754074,
-0.01920977793633938,
-0.002824165392667055,
0.05605081096291542,
-0.04001034051179886,
-0.05149716138839722,
-0.0006264539551921189,
0.013629508204758167,
-0.0630904883146286,
0.06176313757896423,
-0.01871015876531601,
-0.037115585058927536,
0.1320970207452774,
-0.0037977241445332766,
0.017220497131347656,
0.018249504268169403,
0.0009979046881198883,
0.020146125927567482,
0.07493847608566284,
0.009992064908146858,
0.018966544419527054,
-2.1041937969812352e-8,
0.04520207643508911,
-0.09835807234048843,
-0.09318725764751434,
0.006280140485614538,
0.021059947088360786,
-0.02849196083843708,
-0.08928875625133514,
0.01680890843272209,
0.011827653273940086,
0.03829168528318405,
0.06986920535564423,
-0.01851453073322773,
-0.04442722350358963,
0.01754659228026867,
-0.026722192764282227,
0.014406445436179638,
-0.09344940632581711,
0.006245157681405544,
-0.05656759813427925,
-0.036876145750284195,
-0.029535531997680664,
0.059641171246767044,
0.009668043814599514,
0.044933147728443146,
0.0226000789552927,
-0.00618791813030839,
-0.0029353888239711523,
0.020328273996710777,
0.07736203074455261,
-0.015696709975600243,
-0.026430319994688034,
-0.0035016718320548534,
0.06585612893104553,
-0.05108857899904251,
0.03228269889950752,
0.10624153167009354,
-0.05089889466762543,
0.01370782870799303,
0.03858630359172821,
0.09712409973144531,
0.0059993756003677845,
-0.13873621821403503,
-0.07937100529670715,
0.0530049093067646,
0.05435752868652344,
-0.03900196775794029,
-0.05000012740492821,
-0.02805892936885357,
-0.003873085603117943,
-0.02075507864356041,
-0.04143497720360756,
-0.05190425366163254,
0.05920751392841339,
-0.04686214402318001,
-0.04990130290389061,
0.08039792627096176,
-0.018434898927807808,
-0.0051626358181238174,
0.10867864638566971,
-0.027222247794270515,
0.033997293561697006,
-0.06160811334848404,
0.057493142783641815,
0.035747233778238297
] | p | Both Qdrant and BM25 provides N candidates each and | [
"articles",
"articles/hybrid-search"
] | 3,973 |
[
"On Hybrid Search - Qdrant",
"Experiments"
] | /articles/hybrid-search/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > ol:nth-of-type(2) > li:nth-of-type(3) > p:nth-of-type(2) | [
-0.04365544766187668,
-0.11872275918722153,
0.002799136098474264,
0.0024580589961260557,
0.049490559846162796,
0.06993155181407928,
-0.12993483245372772,
-0.03782610595226288,
-0.04943161457777023,
-0.04567393288016319,
0.027550648897886276,
0.0014128348557278514,
-0.01482723094522953,
-0.041709672659635544,
-0.08733618259429932,
0.06463219225406647,
-0.01773853413760662,
0.08304724097251892,
-0.07439276576042175,
-0.06256510317325592,
-0.05671841651201248,
-0.05456427484750748,
-0.038691841065883636,
0.03393213450908661,
0.13338349759578705,
-0.05364891514182091,
-0.03443822264671326,
0.11596843600273132,
0.056585267186164856,
-0.07845035195350647,
0.04929855838418007,
0.07609833031892776,
0.0052833156660199165,
0.06012209132313728,
-0.020285090431571007,
0.03390580043196678,
-0.042166128754615784,
-0.05003122240304947,
0.02699854224920273,
0.016399279236793518,
-0.019923798739910126,
0.04734325408935547,
0.028264811262488365,
-0.048032552003860474,
0.02809527888894081,
-0.014045310206711292,
-0.04515402764081955,
-0.019578713923692703,
-0.029130807146430016,
-0.0489213690161705,
-0.03283894434571266,
0.05456541106104851,
-0.08437509089708328,
0.12355674058198929,
-0.004718124866485596,
-0.020871518179774284,
0.006895666476339102,
-0.006916201673448086,
0.014722490683197975,
-0.005790014285594225,
0.02595158852636814,
-0.03698785975575447,
0.0722208172082901,
0.015258881263434887,
0.020825011655688286,
-0.051881104707717896,
0.02490091137588024,
0.029617225751280785,
-0.089931420981884,
0.01785023882985115,
0.006069806404411793,
0.021024901419878006,
-0.0351385697722435,
0.06750376522541046,
0.04148250073194504,
0.019460707902908325,
0.03093678131699562,
0.02275022678077221,
0.020365623757243156,
-0.041417334228754044,
0.03702276200056076,
0.0030490660574287176,
-0.0417013056576252,
0.05521433800458908,
0.10678911954164505,
-0.10803089290857315,
0.03387012332677841,
-0.03415677696466446,
0.011905082501471043,
0.0036858569364994764,
0.011843797750771046,
-0.027609851211309433,
0.0015745949931442738,
0.02336893603205681,
-0.03466888144612312,
-0.06052270159125328,
-0.046437136828899384,
0.024241073057055473,
-0.005659603048115969,
0.04660237208008766,
0.01376336719840765,
0.04534263163805008,
0.05696406215429306,
-0.009581760503351688,
0.07576429843902588,
0.005392113234847784,
0.15453417599201202,
0.1215033307671547,
0.024652210995554924,
-0.08592357486486435,
0.01727423258125782,
0.0471671037375927,
-0.0008468152955174446,
0.0037030410021543503,
-0.03444252535700798,
0.022367103025317192,
0.024841994047164917,
0.025753693655133247,
0.08483996987342834,
0.003718991531059146,
-0.015445218421518803,
-0.007811833638697863,
-0.01454639621078968,
-0.04160240665078163,
0.022710204124450684,
0.045205287635326385,
0.00966552458703518,
8.494321462068512e-34,
-0.03523224964737892,
0.016089001670479774,
0.005841842852532864,
-0.03948041796684265,
-0.031871624290943146,
0.00879246462136507,
-0.001110932556912303,
-0.012836811132729053,
-0.07507645338773727,
-0.031175650656223297,
-0.11104247719049454,
0.0408504419028759,
0.030619589611887932,
0.058228541165590286,
0.05941978842020035,
0.00019587182032410055,
-0.0023026654962450266,
0.04983440414071083,
-0.08790148794651031,
-0.05891904607415199,
0.05725627765059471,
-0.025394966825842857,
-0.039496179670095444,
-0.12519291043281555,
-0.049130845814943314,
0.08090842515230179,
0.02738264761865139,
-0.1766144186258316,
0.04257312789559364,
0.027212074026465416,
-0.03519422933459282,
-0.002104787388816476,
-0.00900416448712349,
0.026392964646220207,
0.03895187750458717,
0.011822388507425785,
0.06790502369403839,
0.04330723360180855,
0.031082062050700188,
-0.012407165952026844,
0.07436560839414597,
0.025507844984531403,
-0.014247062616050243,
-0.11129027605056763,
-0.02533617988228798,
-0.09394645690917969,
-0.0028408169746398926,
0.059360820800065994,
0.00018841284327208996,
0.026560243219137192,
0.030161429196596146,
0.017724979668855667,
-0.04307661950588226,
0.004675079137086868,
0.05550412833690643,
-0.03177901729941368,
0.038110408931970596,
0.057370517402887344,
0.048100974410772324,
0.09580516815185547,
-0.01768103428184986,
0.00917655136436224,
-0.006220910232514143,
0.0046498216688632965,
0.0843275934457779,
-0.03571388125419617,
0.03556342050433159,
-0.05656861141324043,
0.0032962183468043804,
0.05080929771065712,
-0.062225401401519775,
0.0526580885052681,
0.07338906824588776,
-0.06572630256414413,
0.04650652036070824,
-0.006013977807015181,
-0.019066641107201576,
-0.06574197113513947,
0.03513132780790329,
-0.08321710675954819,
-0.015544958412647247,
0.0036033103242516518,
-0.010859102010726929,
-0.08307486772537231,
-0.03782099485397339,
-0.07594773918390274,
-0.017405543476343155,
-0.09980916231870651,
-0.061795271933078766,
0.05201052501797676,
0.08509597182273865,
-0.0025915608275681734,
-0.017965983599424362,
-0.0006092447438277304,
-0.0318143256008625,
2.0989999922999982e-36,
-0.03864642605185509,
0.06428537517786026,
0.07550772279500961,
0.023592691868543625,
-0.062490083277225494,
-0.06315036118030548,
-0.039530571550130844,
0.04614538326859474,
-0.0673690214753151,
-0.0007557548815384507,
0.000613950309343636,
-0.09090027958154678,
0.02889309450984001,
-0.010393279604613781,
0.11840811371803284,
0.047064293175935745,
0.023867497220635414,
0.027910683304071426,
0.0940135195851326,
-0.054538361728191376,
0.06916943192481995,
0.12167598307132721,
-0.03662405535578728,
0.05546941980719566,
0.025745686143636703,
0.08321703225374222,
0.07693667709827423,
0.03959544748067856,
0.04638375714421272,
-0.07426019757986069,
-0.0021324472036212683,
-0.0639052540063858,
-0.08950576931238174,
-0.0013257170794531703,
0.0008655388373881578,
0.06610318273305893,
-0.027359846979379654,
-0.05891040712594986,
0.013175072148442268,
0.0930677279829979,
0.013340388424694538,
0.06420024484395981,
-0.0709492638707161,
-0.01374414749443531,
0.0280668456107378,
-0.025265442207455635,
-0.10447296500205994,
0.009613891132175922,
0.059030890464782715,
-0.03032248094677925,
-0.0018303717952221632,
-0.02151416428387165,
-0.0676429346203804,
0.015475152991712093,
-0.048407889902591705,
-0.021193113178014755,
-0.09337787330150604,
0.010869459249079227,
-0.0199766606092453,
0.003603098215535283,
0.029463909566402435,
-0.04166053608059883,
-0.047517843544483185,
-0.07036814093589783,
-0.014179665595293045,
0.028108537197113037,
0.026577772572636604,
-0.05508221313357353,
-0.034517839550971985,
0.010481627658009529,
-0.001996163511648774,
0.0020099382381886244,
0.027414551004767418,
-0.04319152235984802,
-0.06487571448087692,
-0.0056639742106199265,
-0.04647625610232353,
0.017687270417809486,
-0.032063476741313934,
-0.07454455643892288,
-0.06266139447689056,
-0.05723746120929718,
0.04461806267499924,
0.08365998417139053,
-0.03236579895019531,
0.027534086257219315,
0.04622053727507591,
-0.004749758634716272,
0.058006685227155685,
-0.044785887002944946,
-0.02136286348104477,
-0.029885591939091682,
0.053001418709754944,
0.05629615858197212,
-0.022621823474764824,
-2.1871031208320346e-8,
0.005344522651284933,
-0.05623450130224228,
-0.08428583294153214,
0.06091310828924179,
0.026456795632839203,
-0.0020659032743424177,
-0.04511585831642151,
0.0769435465335846,
-0.056298527866601944,
0.03716258332133293,
0.1019335687160492,
-0.06086134538054466,
-0.051233161240816116,
0.05118674412369728,
0.09074005484580994,
0.02052934467792511,
0.009161300957202911,
0.010938763618469238,
-0.006201489362865686,
-0.026145627722144127,
0.015555253252387047,
0.05097709596157074,
0.036292292177677155,
-0.005415243096649647,
-0.07167548686265945,
-0.03517009690403938,
0.007168559357523918,
0.06665021181106567,
0.022389452904462814,
-0.09390498697757721,
0.0009882076410576701,
0.07308904081583023,
0.018715303391218185,
0.012145734392106533,
-0.03417344018816948,
0.0447203665971756,
0.0038490404840558767,
0.053776904940605164,
-0.05548369884490967,
0.014725863002240658,
0.01665601134300232,
0.026689685881137848,
-0.10997530817985535,
0.005681314505636692,
0.03527628630399704,
-0.0034452592954039574,
0.045463595539331436,
-0.04334498569369316,
0.021863354369997978,
-0.07407108694314957,
0.028126243501901627,
-0.06948652118444443,
-0.024649912491440773,
0.006948227062821388,
0.0718098133802414,
0.028766177594661713,
-0.009289491921663284,
0.030000310391187668,
0.05044393613934517,
-0.04541501775383949,
-0.026450999081134796,
0.040578119456768036,
-0.04834460839629173,
0.0034939581528306007
] | p | ms-marco-MiniLM-L-6-v2 cross encoder performs reranking | [
"articles",
"articles/hybrid-search"
] | 3,974 |
[
"On Hybrid Search - Qdrant",
"Experiments"
] | /articles/hybrid-search/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > ol:nth-of-type(2) > li:nth-of-type(3) > p:nth-of-type(2) | [
0.032236941158771515,
-0.027247991412878036,
0.050774697214365005,
-0.06158032268285751,
0.12129305303096771,
0.104826420545578,
0.03260795772075653,
-0.0523490235209465,
-0.011014279909431934,
0.0008039894164539874,
-0.027010923251509666,
0.03163094073534012,
-0.004399948753416538,
-0.0612892247736454,
-0.032838135957717896,
0.041720446199178696,
0.006617091596126556,
0.02689683996140957,
0.057114697992801666,
0.07350149005651474,
-0.03158658742904663,
-0.03092350624501705,
0.0049888999201357365,
-0.024104872718453407,
-0.009873215109109879,
-0.04581670090556145,
0.0034904503263533115,
-0.007188365329056978,
0.04690603166818619,
-0.023806912824511528,
-0.0314965695142746,
-0.02838442474603653,
0.03733861446380615,
0.05861164256930351,
0.0350484699010849,
-0.03272368386387825,
-0.001716381055302918,
0.05936809629201889,
0.021200010553002357,
-0.05777156725525856,
0.009611799381673336,
-0.026189789175987244,
-0.046450186520814896,
-0.022676808759570122,
0.024733809754252434,
-0.08177003264427185,
-0.006017101462930441,
0.029268814250826836,
-0.0021218527108430862,
0.0009830744238570333,
-0.00027077377308160067,
0.02823485992848873,
-0.028547147288918495,
0.03814596310257912,
0.06678539514541626,
-0.05977562069892883,
-0.088974229991436,
-0.04860083758831024,
0.010527108795940876,
0.01994975656270981,
-0.062186893075704575,
0.014385275542736053,
-0.03647023066878319,
0.019235657528042793,
-0.005587426945567131,
0.05344085395336151,
-0.06620077043771744,
-0.002251504687592387,
0.009039242751896381,
0.0011162050068378448,
0.06119910255074501,
-0.02431466616690159,
0.05433446168899536,
-0.014874791726469994,
0.03419191390275955,
-0.06317856162786484,
0.017848679795861244,
0.08285128325223923,
0.06117807701230049,
-0.02336735837161541,
0.016747651621699333,
-0.06420782208442688,
-0.0380084328353405,
-0.06231505051255226,
0.08843956887722015,
0.027107449248433113,
-0.06866393238306046,
-0.07265905290842056,
0.042734403163194656,
0.017658552154898643,
-0.018268534913659096,
0.045603811740875244,
0.03939900919795036,
-0.005367027595639229,
-0.014602604322135448,
-0.008799375966191292,
0.02387368679046631,
0.06665947288274765,
0.0456092432141304,
0.0780339390039444,
-0.10544430464506149,
0.029333246871829033,
-0.024463819339871407,
0.058564599603414536,
-0.030964529141783714,
0.012458967044949532,
0.0003480876621324569,
-0.06440895050764084,
0.004757293034344912,
-0.052771713584661484,
0.01552553754299879,
0.010698986239731312,
-0.030233779922127724,
0.06765614449977875,
0.0882219597697258,
-0.05556259676814079,
-0.02317950315773487,
-0.013173163868486881,
-0.07395578175783157,
0.0013623629929497838,
-0.054078422486782074,
0.012325323186814785,
-0.024523083120584488,
-0.011746433563530445,
-0.06390175223350525,
-0.07597998529672623,
-0.05594628304243088,
-5.380556863898255e-33,
0.011139758862555027,
-0.03828052058815956,
0.04773643985390663,
-0.05335749685764313,
-0.09884887933731079,
0.0937555581331253,
0.06127014011144638,
-0.0980772152543068,
0.007151834201067686,
0.030823955312371254,
-0.006561799440532923,
0.057317692786455154,
-0.02182660438120365,
-0.01409875601530075,
0.08089669048786163,
0.02797650173306465,
-0.02459447830915451,
0.02496374025940895,
-0.045592404901981354,
0.003155350685119629,
0.05264798924326897,
0.09550601243972778,
-0.048162367194890976,
0.02921224758028984,
0.013174583204090595,
-0.02265116013586521,
0.09522901475429535,
-0.004290897399187088,
-0.051295168697834015,
0.020910216495394707,
-0.0010090118739753962,
-0.028617043048143387,
-0.03373763710260391,
0.07280266284942627,
-0.020172875374555588,
0.049602773040533066,
-0.05261050537228584,
-0.018796632066369057,
-0.047568224370479584,
0.04785177484154701,
0.0054421196691691875,
0.06705868989229202,
0.08354871720075607,
0.07511483132839203,
-0.006841821130365133,
-0.022496463730931282,
0.09844925254583359,
0.007240005768835545,
-0.004216957837343216,
0.059150516986846924,
-0.02156170643866062,
0.07665591686964035,
0.0007971795275807381,
0.04521927982568741,
-0.02782599627971649,
-0.0006583398790098727,
-0.047021448612213135,
-0.029063457623124123,
-0.0454651340842247,
-0.020431099459528923,
0.009139628149569035,
-0.021157871931791306,
-0.09246088564395905,
-0.13384166359901428,
-0.07919579744338989,
0.02009151317179203,
-0.11483757197856903,
-0.0866568312048912,
0.055809907615184784,
-0.008091872557997704,
0.01580202765762806,
-0.03838346526026726,
0.007192543242126703,
-0.021363943815231323,
-0.049879029393196106,
0.0037567964754998684,
0.048621002584695816,
-0.006344597786664963,
0.0449368916451931,
-0.009559107944369316,
0.02982288971543312,
-0.011192548088729382,
0.07159195840358734,
-0.04226400703191757,
0.07978609949350357,
-0.023322010412812233,
0.03205297142267227,
-0.08453960716724396,
0.07449621707201004,
0.018518395721912384,
-0.04796428978443146,
0.04619012773036957,
0.013983654789626598,
-0.07880429923534393,
-0.10051731020212173,
4.2050716966255834e-33,
-0.13533835113048553,
-0.08737382292747498,
0.08365708589553833,
0.07292298227548599,
0.04577706754207611,
0.06223997473716736,
0.047918908298015594,
-0.10651692003011703,
-0.11003910005092621,
-0.030675645917654037,
0.053188104182481766,
-0.013757465407252312,
0.09126409888267517,
-0.014512506313621998,
0.008439820259809494,
0.0055336542427539825,
-0.026673652231693268,
-0.04088155925273895,
0.006707883905619383,
0.02043231576681137,
0.005444875452667475,
0.1028846949338913,
-0.010342912748456001,
0.11242817342281342,
-0.07060614228248596,
0.04553472623229027,
0.06690642982721329,
-0.05090847238898277,
-0.09585921466350555,
-0.02680538222193718,
0.005722804460674524,
0.017601748928427696,
-0.10446535795927048,
0.06329560279846191,
0.013004276901483536,
0.056505363434553146,
0.016622915863990784,
0.023565419018268585,
0.07027407735586166,
0.07007567584514618,
0.05601714551448822,
-0.06617271900177002,
0.007739967666566372,
0.03375400975346565,
-0.006508561782538891,
0.05100388452410698,
-0.047186002135276794,
0.023164700716733932,
-0.06647280603647232,
-0.025991329923272133,
-0.08483624458312988,
0.09921910613775253,
-0.03915617987513542,
0.08440466970205307,
0.030106138437986374,
0.0024251595605164766,
-0.05746506527066231,
-0.02558225207030773,
0.10062144696712494,
0.02088513784110546,
-0.03257259726524353,
0.008823209442198277,
0.03889021649956703,
-0.044662848114967346,
0.03035176917910576,
-0.03473397344350815,
-0.08230370283126831,
0.04640012979507446,
-0.026119155809283257,
0.046065669506788254,
-0.006961409468203783,
-0.11327981948852539,
-0.0013068721164017916,
0.03999776765704155,
-0.08018597960472107,
-0.016350749880075455,
-0.06521864235401154,
0.014348029159009457,
0.004073433578014374,
0.042882040143013,
-0.04146188497543335,
-0.0992865189909935,
-0.013368615880608559,
-0.03652162104845047,
0.08518511056900024,
0.01978195086121559,
0.10063160210847855,
-0.031326763331890106,
-0.023840799927711487,
0.0660015344619751,
-0.006501714698970318,
-0.046477511525154114,
0.05563080310821533,
-0.012312117032706738,
-0.04747897759079933,
-1.645059910515556e-8,
0.026869645342230797,
-0.00594726437702775,
0.04721440002322197,
-0.0023059200029820204,
0.010159159079194069,
0.024845769628882408,
-0.028303224593400955,
-0.010221779346466064,
0.028609858825802803,
0.058786965906620026,
0.17039524018764496,
0.05180571973323822,
-0.021286815404891968,
-0.013071129098534584,
0.0830238088965416,
0.028487397357821465,
-0.021382983773946762,
-0.005703187547624111,
-0.019553568214178085,
-0.0029460315126925707,
0.021028462797403336,
0.09019079804420471,
-0.05235990509390831,
0.10961645841598511,
0.0470755472779274,
-0.029525889083743095,
-0.025246383622288704,
0.05609837919473648,
-0.021032320335507393,
0.0434199757874012,
-0.058400459587574005,
-0.024721253663301468,
-0.060117606073617935,
0.042927246540784836,
0.0580633245408535,
-0.019010990858078003,
-0.12448349595069885,
-0.028822507709264755,
-0.023087598383426666,
0.07115308940410614,
-0.012998606078326702,
0.02367841824889183,
-0.05473192781209946,
0.018933162093162537,
0.013149471953511238,
-0.0036114028189331293,
-0.058416325598955154,
-0.024640053510665894,
-0.02553037740290165,
0.03083801083266735,
-0.05984405055642128,
0.05481854826211929,
-0.006126395892351866,
0.050661664456129074,
0.11120892316102982,
0.030782803893089294,
0.027593392878770828,
-0.013718999922275543,
-0.002768059493973851,
-0.019615069031715393,
0.06188094615936279,
-0.043732043355703354,
0.07515675574541092,
0.016738854348659515
] | p | on those candidates only. | [
"articles",
"articles/hybrid-search"
] | 3,975 |
[
"On Hybrid Search - Qdrant",
"Experiments"
] | /articles/hybrid-search/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > ol:nth-of-type(2) > li:nth-of-type(3) > p:nth-of-type(2) | [
0.04878905415534973,
0.029288074001669884,
-0.07279060035943985,
-0.019536960870027542,
-0.003465882036834955,
0.003253173315897584,
0.06825746595859528,
0.03227347880601883,
-0.03294169530272484,
0.058665283024311066,
0.024670610204339027,
-0.011362975463271141,
0.12818856537342072,
0.05728388950228691,
0.12966595590114594,
0.08433309197425842,
0.060848988592624664,
0.016361402347683907,
-0.051533278077840805,
-0.0034209662117064,
0.15309660136699677,
0.03235940262675285,
-0.06838728487491608,
-0.023961912840604782,
-0.040689416229724884,
0.05397086963057518,
-0.048475757241249084,
0.00988137349486351,
0.042026568204164505,
0.06600552052259445,
0.034325242042541504,
0.07507862150669098,
0.010343414731323719,
0.10430366545915604,
0.006545538082718849,
0.02630867250263691,
-0.015947356820106506,
0.04302553832530975,
0.0008058302919380367,
-0.0011700765462592244,
-0.09322917461395264,
-0.04582124575972557,
-0.034559402614831924,
0.02807725965976715,
0.03908543288707733,
-0.00045289690024219453,
-0.08950790762901306,
0.0020256333518773317,
-0.053740568459033966,
0.02391471154987812,
-0.15820170938968658,
-0.02261604554951191,
-0.04695538058876991,
-0.09141431748867035,
-0.005349591374397278,
-0.0050286962650716305,
-0.045151300728321075,
-0.06114902347326279,
-0.039403051137924194,
-0.10628779977560043,
-0.027862435206770897,
-0.004300575237721205,
-0.027132878080010414,
0.07030821591615677,
0.03150462731719017,
-0.0022361583542078733,
-0.011148135177791119,
0.018426181748509407,
0.02332431636750698,
0.017845088616013527,
0.0006967539666220546,
0.03415953367948532,
0.03413712605834007,
-0.012838802300393581,
-0.060401078313589096,
0.016221433877944946,
-0.004317448008805513,
-0.03621448948979378,
0.024411851540207863,
-0.0482075996696949,
-0.027481211349368095,
0.04376761242747307,
0.017461949959397316,
0.06657105684280396,
0.08478778600692749,
0.07258011400699615,
0.04908867925405502,
-0.099293552339077,
-0.047452330589294434,
0.01868467777967453,
-0.04478957876563072,
-0.09804219007492065,
0.1453956663608551,
-0.00641085859388113,
0.08367586880922318,
-0.02302253432571888,
-0.048630014061927795,
-0.08850909769535065,
0.057576607912778854,
0.031015880405902863,
-0.020787004381418228,
0.03692832589149475,
-0.08573757112026215,
-0.09901326149702072,
-0.05904093384742737,
-0.05517631396651268,
-0.03757843002676964,
-0.003644014708697796,
0.05038370564579964,
-0.04439781606197357,
-0.05278591066598892,
0.03869909420609474,
-0.02928897552192211,
-0.1279224306344986,
-0.00700805988162756,
0.04521466791629791,
-0.0671863779425621,
0.04119985178112984,
0.10543248057365417,
-0.030774997547268867,
-0.017936673015356064,
-0.000704132835380733,
0.02431165985763073,
-0.046585146337747574,
-0.03382227569818497,
-0.022433271631598473,
0.03701210767030716,
-5.4541486877314844e-33,
-0.04455031082034111,
0.0030802590772509575,
0.012715544551610947,
0.03295309841632843,
0.017087800428271294,
0.008610888384282589,
-0.04278156906366348,
-0.026395460590720177,
-0.006611526012420654,
-0.0442676804959774,
0.0654584988951683,
0.04105750098824501,
0.03165819123387337,
-0.017274850979447365,
0.0728619322180748,
0.019276956096291542,
-0.07649464905261993,
0.1316748559474945,
-0.041493844240903854,
-0.03294000029563904,
0.06045496091246605,
0.008222682401537895,
0.0484481155872345,
0.01023468654602766,
-0.006440483499318361,
-0.0072482372634112835,
0.0001844544749474153,
-0.004065583925694227,
0.021760957315564156,
0.024241633713245392,
0.05282643809914589,
-0.06965448707342148,
-0.06639975309371948,
0.016207369044423103,
-0.0409037321805954,
-0.010781234130263329,
0.02955830842256546,
-0.05408265069127083,
0.05172831937670708,
-0.05105650797486305,
-0.09850385040044785,
-0.05655761808156967,
0.003872278379276395,
-0.02710864692926407,
0.033334746956825256,
0.08748450875282288,
-0.06185055524110794,
-0.0037364917807281017,
0.005027612671256065,
0.0032345838844776154,
0.09787943214178085,
0.02451944537460804,
0.012130571529269218,
0.029277557507157326,
0.03362139314413071,
0.03139304742217064,
-0.007727322168648243,
0.03279891610145569,
0.030195962637662888,
0.010805435478687286,
-0.03420146182179451,
0.001629610313102603,
0.03977516293525696,
0.054159246385097504,
0.032991621643304825,
0.020727626979351044,
0.055708445608615875,
-0.0352158322930336,
0.04201596975326538,
-0.031092334538698196,
0.0342886745929718,
-0.01642579399049282,
-0.00385871808975935,
0.051468368619680405,
-0.03134763985872269,
-0.03318027779459953,
-0.010621133260428905,
0.012235347181558609,
-0.030842669308185577,
0.06471719592809677,
-0.07476521283388138,
-0.029698839411139488,
0.028732646256685257,
-0.006316835526376963,
-0.015337590128183365,
0.003939729183912277,
0.01828114129602909,
-0.05398942530155182,
-0.00757690379396081,
-0.009038237854838371,
-0.07443206757307053,
0.07331043481826782,
0.004859876818954945,
-0.03457002714276314,
0.02028932049870491,
2.253238999534009e-33,
-0.04580697789788246,
-0.04424500837922096,
-0.012791774235665798,
0.03935510665178299,
-0.022212309762835503,
-0.040504340082407,
-0.005431588739156723,
-0.09522023797035217,
0.03839137405157089,
0.06427844613790512,
-0.021691177040338516,
-0.052464619278907776,
-0.04776070639491081,
-0.07117578387260437,
0.02630201168358326,
0.0008717325981706381,
-0.03903072327375412,
-0.041802939027547836,
-0.05232606455683708,
0.1888798624277115,
-0.05360065773129463,
0.06835202872753143,
-0.153558611869812,
0.061959248036146164,
0.027260614559054375,
0.028819791972637177,
-0.0378015972673893,
0.022960294038057327,
-0.044995564967393875,
-0.020192431285977364,
-0.03384513780474663,
-0.0245502982288599,
-0.052417341619729996,
-0.05525413900613785,
-0.06688693910837173,
-0.06340789049863815,
0.03409995511174202,
-0.054230596870183945,
-0.05856334790587425,
0.0860491693019867,
-0.033420536667108536,
0.05588923767209053,
-0.0834948867559433,
-0.017974836751818657,
-0.04059409350156784,
-0.034626685082912445,
-0.04744996875524521,
0.00950088445097208,
-0.007738317828625441,
-0.0005493178032338619,
0.09707872569561005,
-0.04409968480467796,
-0.030296608805656433,
-0.055387791246175766,
-0.016011912375688553,
0.02377733588218689,
0.07567805796861649,
-0.029438329860568047,
-0.09375132620334625,
0.02476252242922783,
-0.030061494559049606,
-0.05136425793170929,
0.10281720012426376,
0.13185997307300568,
0.032940126955509186,
0.014514297246932983,
-0.07612220197916031,
0.014913438819348812,
-0.07705066353082657,
-0.03286678344011307,
0.009323729202151299,
0.024152321740984917,
-0.003786869114264846,
0.04382672160863876,
-0.02677127532660961,
-0.05779135599732399,
0.03635912761092186,
-0.05501915141940117,
-0.006910611875355244,
-0.05657199025154114,
0.054990340024232864,
0.0018759890226647258,
0.10902972519397736,
0.020131010562181473,
-0.05814557150006294,
0.049826644361019135,
-0.03905119746923447,
0.016319142654538155,
0.03131388500332832,
-0.04011698067188263,
-0.06954662501811981,
-0.06513721495866776,
0.0010667134774848819,
0.05753939598798752,
-0.1037352904677391,
-2.671198906512018e-8,
-0.07059945166110992,
-0.0015218619955703616,
0.047462332993745804,
0.052331484854221344,
-0.024721838533878326,
-0.013961508870124817,
0.01705489680171013,
0.0019282400608062744,
-0.006638273596763611,
-0.05126989260315895,
0.04974107816815376,
-0.01547137089073658,
-0.04982523247599602,
0.0762970894575119,
0.0442235991358757,
0.00447910325601697,
-0.0031336871907114983,
-0.011841464787721634,
-0.025862300768494606,
0.025492515414953232,
-0.0038989372551441193,
0.03850044682621956,
-0.04733497276902199,
0.103484146296978,
0.07960107177495956,
0.01943015865981579,
-0.037670448422431946,
-0.0014180666767060757,
0.06607690453529358,
0.0058970339596271515,
0.0009332778281532228,
0.017454583197832108,
-0.06358949840068817,
0.03894936293363571,
0.07356498390436172,
0.038877252489328384,
0.04571481794118881,
-0.04164215549826622,
-0.02782251685857773,
0.02193761058151722,
-0.02215883508324623,
-0.01419359352439642,
-0.09103646129369736,
0.05958688259124756,
0.022889483720064163,
0.047413695603609085,
-0.05944276973605156,
-0.0007837864104658365,
-0.0026160632260143757,
0.013547378592193127,
-0.07271867990493774,
0.047984812408685684,
-0.005161117296665907,
0.017794281244277954,
0.020837223157286644,
0.029570333659648895,
-0.01591355912387371,
0.050581902265548706,
0.011319977231323719,
-0.0051981424912810326,
0.0782557800412178,
0.03154271841049194,
0.09276960790157318,
0.057693880051374435
] | p | This is an approach that makes it possible to use the power of semantic and keyword based | [
"articles",
"articles/hybrid-search"
] | 3,976 |
[
"On Hybrid Search - Qdrant",
"Experiments"
] | /articles/hybrid-search/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > ol:nth-of-type(2) > li:nth-of-type(3) > p:nth-of-type(2) | [
0.02350306324660778,
-0.043508559465408325,
-0.06555372476577759,
0.016037149354815483,
-0.009022061713039875,
0.04906197264790535,
-0.023080049082636833,
-0.009400533512234688,
0.007547728251665831,
-0.052338916808366776,
0.06048927828669548,
0.01895628310739994,
0.04783918708562851,
0.01414976641535759,
0.007116645574569702,
0.027359047904610634,
-0.070170558989048,
0.058848608285188675,
-0.07443813234567642,
-0.03770706057548523,
-0.016777198761701584,
0.009308232925832272,
0.04860948026180267,
-0.054446443915367126,
0.011687553487718105,
0.03744801878929138,
-0.06319817900657654,
-0.10004827380180359,
0.023647217079997063,
-0.01624503917992115,
0.03792005032300949,
0.06044584885239601,
0.043662283569574356,
0.07303626090288162,
0.030638160184025764,
-0.01140531338751316,
-0.06920097768306732,
0.05375147983431816,
0.04583984613418579,
-0.06138784438371658,
-0.07346211373806,
0.02663435973227024,
-0.00396682508289814,
0.010461193509399891,
-0.029717884957790375,
0.03888383135199547,
-0.03487158566713333,
0.013402084819972515,
0.14987683296203613,
0.015443142503499985,
-0.13323305547237396,
-0.04614248126745224,
-0.08660128712654114,
0.024445459246635437,
0.025027470663189888,
0.05878949537873268,
-0.0027467163745313883,
-0.050211101770401,
0.002630559727549553,
-0.012435398064553738,
0.06173287704586983,
0.0023446783889085054,
-0.09125442057847977,
0.07742459326982498,
0.07524030655622482,
-0.035591065883636475,
0.041591890156269073,
0.05649245157837868,
0.023213796317577362,
-0.057254720479249954,
0.050166547298431396,
0.054624490439891815,
-0.08791300654411316,
0.07131924480199814,
0.007160890381783247,
0.07805628329515457,
0.018429454416036606,
-0.07881210744380951,
0.03735599294304848,
-0.04100073128938675,
-0.12102171033620834,
-0.010016493499279022,
-0.017620621249079704,
0.01469024270772934,
0.06667977571487427,
-0.042098723351955414,
-0.007457155268639326,
-0.06749744713306427,
0.007498173508793116,
-0.03800792247056961,
-0.06926432996988297,
0.0021398738026618958,
0.0007690584170632064,
-0.04125193879008293,
-0.013590162619948387,
0.017143845558166504,
0.01651187427341938,
0.04518475756049156,
0.05458024889230728,
0.12916751205921173,
-0.047474827617406845,
0.034194231033325195,
0.03677478805184364,
-0.004698252305388451,
-0.10164433717727661,
0.06724473834037781,
-0.06065318360924721,
0.04055101424455643,
0.04540258273482323,
-0.08015158772468567,
-0.07848210632801056,
-0.03771890699863434,
-0.011209169402718544,
-0.007210422307252884,
-0.0056795706041157246,
0.03441397473216057,
0.001114975893869996,
0.039089135825634,
0.07243494689464569,
0.02710128016769886,
-0.06017768010497093,
-0.0289767999202013,
-0.03205370530486107,
-0.011666064150631428,
-0.02650965377688408,
-0.03785683587193489,
-0.05740046501159668,
-5.890870185658904e-33,
0.09162680804729462,
0.04280572012066841,
0.05292476713657379,
0.08255986124277115,
-0.0276009701192379,
0.011797715909779072,
-0.007683550473302603,
0.05105028674006462,
-0.053027596324682236,
0.02846885472536087,
-0.05726533383131027,
0.06312961131334305,
-0.020508047193288803,
-0.0204617902636528,
0.08873667567968369,
-0.053473975509405136,
0.04232347756624222,
0.052917081862688065,
-0.07503239810466766,
-0.04149259254336357,
-0.000371681759133935,
-0.019423099234700203,
0.03580339625477791,
-0.00954853929579258,
0.06932086497545242,
-0.01741139590740204,
0.03785955533385277,
-0.08781560510396957,
0.05339895933866501,
0.01910366863012314,
-0.06619135290384293,
0.07067105174064636,
-0.04792190343141556,
0.04604261368513107,
0.030160093680024147,
0.08116532862186432,
-0.023389648646116257,
0.0010360219748690724,
-0.04848539084196091,
-0.027659224346280098,
-0.05563553050160408,
-0.0003886741178575903,
-0.04219043627381325,
-0.051044825464487076,
-0.013870926573872566,
-0.0017482192488387227,
-0.00548939174041152,
-0.004346232395619154,
0.030628927052021027,
0.02846233732998371,
-0.004361260216683149,
0.05232060328125954,
-0.11673759669065475,
0.011895940639078617,
0.021786056458950043,
0.07399106025695801,
-0.0005821975064463913,
0.02946767397224903,
0.0735318511724472,
0.04505214840173721,
0.030505642294883728,
0.013829254545271397,
-0.021151257678866386,
0.005802538711577654,
0.0005277775344438851,
-0.015354916453361511,
0.0383325070142746,
0.04126209020614624,
0.07767429202795029,
0.05651727318763733,
-0.0034525629598647356,
-0.03206409513950348,
0.09923300892114639,
-0.026959653943777084,
-0.03089423105120659,
-0.015837328508496284,
-0.03056388534605503,
0.00039630846004001796,
-0.007879940792918205,
-0.06863973289728165,
-0.0018009814666584134,
-0.06430565565824509,
-0.026486806571483612,
0.08570145815610886,
0.04963170364499092,
-0.0635639876127243,
0.0053313723765313625,
-0.03710022196173668,
0.019271675497293472,
0.022107549011707306,
-0.11747817695140839,
0.09595497697591782,
-0.013210229575634003,
-0.06784042716026306,
0.000421821023337543,
5.1731798239460335e-33,
-0.01913316175341606,
-0.09607148915529251,
0.026425201445817947,
0.00759307062253356,
0.04596327245235443,
-0.0582522489130497,
-0.005223565734922886,
-0.1377491056919098,
0.006476516369730234,
0.11064784973859787,
-0.017656216397881508,
-0.026926765218377113,
0.06572122871875763,
-0.016713228076696396,
-0.04316404461860657,
0.08361434191465378,
0.09763715416193008,
0.047792669385671616,
0.05085135996341705,
0.044626928865909576,
-0.05446010082960129,
0.0593402124941349,
-0.05869743600487709,
0.03586507588624954,
-0.04076996073126793,
0.0473238006234169,
0.09082983434200287,
-0.050851400941610336,
-0.06629628688097,
0.07832794636487961,
-0.008209211751818657,
-0.07284563034772873,
-0.11473631113767624,
0.0165949035435915,
-0.13152262568473816,
0.03433450683951378,
-0.03297626972198486,
0.010689225047826767,
-0.024538742378354073,
-0.03878502547740936,
-0.039669208228588104,
0.011061595752835274,
-0.01543270330876112,
0.03200707584619522,
0.009744509123265743,
-0.018051788210868835,
-0.03775475546717644,
0.08414842933416367,
-0.008432022295892239,
0.038883741945028305,
0.024719789624214172,
0.019684916362166405,
-0.044971760362386703,
-0.1387338787317276,
0.0008221417665481567,
-0.021801020950078964,
0.03288615867495537,
0.043026283383369446,
-0.04122953489422798,
0.029717404395341873,
-0.01117605809122324,
0.026354899629950523,
-0.025430677458643913,
0.10481669753789902,
0.02767452783882618,
-0.06044415012001991,
0.019507845863699913,
-0.01023731380701065,
-0.026142384856939316,
0.029273448511958122,
0.016170339658856392,
-0.024786274880170822,
0.12539832293987274,
-0.020404603332281113,
0.0015309397131204605,
0.026766765862703323,
-0.044715460389852524,
0.008605831302702427,
-0.005993434228003025,
0.0011939951218664646,
-0.026791131123900414,
0.022650837898254395,
0.07062222808599472,
0.06528997421264648,
-0.03294180706143379,
0.025995535776019096,
-0.011712259612977505,
0.08192184567451477,
-0.008496854454278946,
-0.09292349964380264,
-0.051690369844436646,
-0.031904228031635284,
0.03536919876933098,
-0.02238660492002964,
0.0006471166270785034,
-1.5777724016174943e-8,
-0.030085008591413498,
-0.021976150572299957,
0.017062028869986534,
-0.015796378254890442,
0.08240054547786713,
0.08157728612422943,
-0.028724966570734978,
0.12606750428676605,
-0.040360867977142334,
0.028653517365455627,
-0.0026352149434387684,
0.009173153899610043,
-0.046666067093610764,
0.08098277449607849,
0.0630437359213829,
-0.06102077290415764,
-0.059036463499069214,
-0.030382882803678513,
-0.07956492900848389,
0.02438066340982914,
0.0020080343820154667,
0.06343388557434082,
0.035473935306072235,
0.09345529228448868,
0.03616456314921379,
0.05760771408677101,
-0.029312606900930405,
0.016954490914940834,
-0.030070241540670395,
0.05410739779472351,
0.008965256623923779,
0.020517859607934952,
-0.08195964992046356,
-0.05031098052859306,
0.13051173090934753,
-0.017447050660848618,
-0.053964726626873016,
0.009205316193401814,
-0.06706992536783218,
-0.010098690167069435,
0.06862584501504898,
0.04978872463107109,
0.007861767895519733,
-0.0027991854585707188,
0.037687525153160095,
0.030621225014328957,
0.08954083174467087,
-0.10372693091630936,
0.009106065146625042,
-0.029975302517414093,
-0.014626391232013702,
-0.03855032101273537,
0.03652527183294296,
-0.010278698988258839,
0.029592834413051605,
-0.03585832566022873,
0.0262078195810318,
-0.029162026941776276,
0.01664917916059494,
-0.004164704587310553,
0.09078304469585419,
-0.0659879520535469,
-0.00040151498978957534,
0.010393884032964706
] | p | search together. | [
"articles",
"articles/hybrid-search"
] | 3,977 |
[
"On Hybrid Search - Qdrant"
] | /articles/hybrid-search/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > h3:nth-of-type(1) | [
-0.002002845285460353,
-0.08564922213554382,
-0.015278911218047142,
-0.026760539039969444,
-0.06447355449199677,
-0.015022804960608482,
0.05169396474957466,
0.016820382326841354,
0.03412523865699768,
-0.01948126219213009,
-0.009305988438427448,
-0.04246784374117851,
0.05396852642297745,
0.02127210795879364,
-0.06320372223854065,
-0.05259562283754349,
0.11089222878217697,
0.003680023830384016,
-0.07336973398923874,
-0.09111855924129486,
-0.009816336445510387,
-0.008871820755302906,
0.06901286542415619,
0.016920501366257668,
-0.012843073345720768,
-0.02310730516910553,
-0.053033556789159775,
0.006846239324659109,
-0.0011092264903709292,
-0.039733853191137314,
-0.05483518913388252,
0.048025961965322495,
0.07933294773101807,
-0.06430354714393616,
0.0020810223650187254,
0.061339370906353,
0.04725586995482445,
-0.04604315757751465,
-0.02633383497595787,
-0.012308056466281414,
-0.05023369565606117,
0.0010764244943857193,
0.025140272453427315,
0.016659853979945183,
-0.047096773982048035,
0.0037242898251861334,
-0.020955432206392288,
-0.015789100900292397,
-0.05028711259365082,
0.02802577055990696,
-0.1142238900065422,
0.0042608557268977165,
-0.003630951279774308,
-0.0671021044254303,
0.05850576236844063,
0.04733395576477051,
-0.038218867033720016,
-0.03796437010169029,
-0.016087887808680534,
-0.04734058678150177,
0.052534282207489014,
-0.01765611208975315,
-0.07620307803153992,
0.02525016851723194,
0.11482730507850647,
-0.014816232025623322,
-0.02386646904051304,
0.013082560151815414,
-0.04035550355911255,
0.04799656197428703,
-0.08907252550125122,
-0.0514850914478302,
-0.06541937589645386,
0.10732380300760269,
-0.0410090908408165,
0.04829962179064751,
0.030371297150850296,
-0.014944534748792648,
0.005594507325440645,
-0.027528420090675354,
0.032551128417253494,
-0.013434680178761482,
0.0002552577352616936,
0.06191794574260712,
0.046870097517967224,
-0.04921689257025719,
0.11304366588592529,
-0.02284933440387249,
-0.03238402679562569,
-0.038030460476875305,
0.02159237675368786,
0.04573673754930496,
-0.055548977106809616,
-0.0223703570663929,
-0.014800623059272766,
0.027915535494685173,
-0.006956896279007196,
-0.07378782331943512,
0.0587020106613636,
0.11656295508146286,
0.01251828670501709,
0.04318740963935852,
-0.06008914113044739,
-0.08864276856184006,
0.02276073768734932,
-0.006636832375079393,
0.030669530853629112,
0.06734107434749603,
0.032100483775138855,
0.07125277072191238,
-0.007082811556756496,
-0.025976890698075294,
-0.03730323910713196,
-0.04089745506644249,
0.10447739064693451,
-0.048679664731025696,
-0.024610772728919983,
0.03747764974832535,
0.049879081547260284,
-0.022237839177250862,
-0.021865058690309525,
-0.050287436693906784,
-0.0006873590755276382,
-0.03637324646115303,
-0.0019220709800720215,
-0.006776480935513973,
-0.006339498795568943,
-1.4684027474632389e-33,
-0.026052339002490044,
0.038796428591012955,
0.049560919404029846,
-0.009384426288306713,
-0.04198754206299782,
0.029030395671725273,
-0.0865011066198349,
0.013592248782515526,
0.04168867692351341,
-0.0038750451058149338,
-0.03713152930140495,
0.10126534849405289,
-0.06667893379926682,
0.01863427832722664,
0.1350484937429428,
0.003000064054504037,
-0.08615517616271973,
0.08151590824127197,
-0.05000082030892372,
0.04426351562142372,
0.013258647173643112,
-0.07172498852014542,
0.0948353186249733,
0.011316998861730099,
0.06558854877948761,
-0.035266563296318054,
0.009531109593808651,
0.07170651108026505,
-0.0514090470969677,
-0.007237669080495834,
0.010234225541353226,
0.0008162439335137606,
0.021357102319598198,
-0.048185378313064575,
-0.0329321064054966,
0.0036936153192073107,
-0.09580180794000626,
0.05548033118247986,
0.006582870613783598,
-0.038072578608989716,
-0.03666501119732857,
0.008031858131289482,
-0.042934030294418335,
0.014794312417507172,
-0.013969244435429573,
0.07558928430080414,
0.043223582208156586,
-0.0751996785402298,
0.04330606013536453,
-0.06857601553201675,
0.005558803677558899,
-0.018137462437152863,
0.003319680457934737,
0.052914150059223175,
-0.06257383525371552,
0.05633468180894852,
0.03763723745942116,
-0.030431758612394333,
-0.001805907697416842,
0.010459059849381447,
-0.01471079420298338,
0.03114716149866581,
-0.006907906848937273,
-0.0961640477180481,
0.019201431423425674,
0.014747892506420612,
0.054546937346458435,
0.015445547178387642,
0.011034496128559113,
-0.01264521386474371,
-0.025682903826236725,
0.00048591254744678736,
-0.028064142912626266,
-0.01286284625530243,
-0.023446116596460342,
-0.005633154418319464,
-0.014499975368380547,
0.06495814770460129,
0.03871860355138779,
0.0052251191809773445,
-0.09154516458511353,
0.014942236244678497,
0.014714107848703861,
-0.11848877370357513,
-0.030094271525740623,
-0.024289049208164215,
0.055000804364681244,
0.015085951425135136,
-0.06768433749675751,
0.06992693990468979,
-0.07475906610488892,
0.04049534723162651,
0.02523181401193142,
0.04712601751089096,
-0.05249820649623871,
1.7147334431909293e-35,
-0.0810186043381691,
0.07783054560422897,
0.0474376417696476,
0.19491584599018097,
-0.04367585852742195,
-0.00979259517043829,
-0.06726431101560593,
0.047926224768161774,
0.0755644142627716,
0.055164583027362823,
-0.012542307376861572,
-0.012777681462466717,
0.01228206604719162,
-0.011646715924143791,
-0.052196115255355835,
0.03507659584283829,
0.030605008825659752,
-0.08580714464187622,
-0.0225482489913702,
-0.02701445296406746,
0.15094517171382904,
0.030820729210972786,
-0.03656601533293724,
0.006726608611643314,
-0.02304282784461975,
0.05858759954571724,
-0.04675985127687454,
-0.07533881813287735,
-0.04729411378502846,
-0.07092992961406708,
0.08740238845348358,
-0.08056250214576721,
-0.018184402957558632,
0.07275079190731049,
0.011052491143345833,
-0.04147918149828911,
0.10811101645231247,
0.0419960655272007,
-0.02459319494664669,
0.10646366328001022,
0.05628520995378494,
0.025422148406505585,
-0.13046199083328247,
-0.003895530942827463,
0.018349817022681236,
-0.042920369654893875,
0.016028011217713356,
-0.019407998770475388,
-0.0070816329680383205,
-0.06672530621290207,
0.023398688063025475,
0.02972547709941864,
-0.012631338089704514,
0.050016582012176514,
-0.04420074447989464,
0.02009015902876854,
-0.09250688552856445,
-0.020830143243074417,
0.043104931712150574,
0.0928875133395195,
-0.014721496030688286,
0.010421305894851685,
-0.06651870161294937,
0.046864867210388184,
0.014904298819601536,
0.018253644928336143,
0.03816558048129082,
0.007704980671405792,
-0.038725197315216064,
0.04042498767375946,
0.01080294419080019,
-0.023575888946652412,
-0.01476610079407692,
-0.04492446407675743,
-0.055238716304302216,
0.02059408463537693,
0.022297021001577377,
-0.02513200417160988,
-0.017827415838837624,
-0.02330486662685871,
0.025278346613049507,
-0.03094618022441864,
0.01338226068764925,
0.02820521965622902,
-0.02773628756403923,
0.04674557223916054,
0.07014200091362,
-0.030060796067118645,
0.0017439478542655706,
0.07853296399116516,
-0.014073400758206844,
-0.004717659670859575,
-0.05932975932955742,
-0.03093273751437664,
-0.04611816629767418,
-1.3390933695234253e-8,
-0.006216792389750481,
-0.03077779710292816,
0.006807592231780291,
0.004628969822078943,
-0.05673062428832054,
-0.014766404405236244,
-0.07628265023231506,
0.09590525180101395,
0.014983338303864002,
0.06150691211223602,
0.0014740341575816274,
-0.0227340180426836,
-0.19250673055648804,
0.06579271703958511,
-0.012315195985138416,
-0.01749325357377529,
-0.0485428161919117,
0.16511014103889465,
-0.023316917940974236,
0.04505659267306328,
0.037638138979673386,
0.10440411418676376,
0.03194129839539528,
-0.062080513685941696,
-0.0389714241027832,
-0.0002631099196150899,
0.026265442371368408,
-0.03386008366942406,
-0.03764484077692032,
0.023611847311258316,
0.0983334332704544,
0.053269170224666595,
0.10931623727083206,
-0.07994142174720764,
0.008641893975436687,
0.013635759241878986,
-0.06173650547862053,
0.013367926701903343,
-0.03975226357579231,
0.030004385858774185,
-0.027904490008950233,
0.08472374081611633,
-0.023173943161964417,
0.015039289370179176,
0.048229068517684937,
-0.0028732032515108585,
-0.01826622150838375,
0.08666454255580902,
-0.0896306186914444,
0.0010740399593487382,
0.0371093712747097,
-0.024106591939926147,
-0.01824517734348774,
-0.023063967004418373,
-0.0022610530722886324,
-0.043163932859897614,
0.02561330795288086,
-0.017403362318873405,
0.0051239547319710255,
-0.0016420441679656506,
0.08330155164003372,
-0.07036586105823517,
0.04747503995895386,
0.012876809574663639
] | h3 | Quality metrics | [
"articles",
"articles/hybrid-search"
] | 3,978 |
[
"On Hybrid Search - Qdrant",
"Quality metrics"
] | /articles/hybrid-search/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(23) | [
0.013395792804658413,
-0.07387416809797287,
-0.06046875938773155,
0.04041507467627525,
0.0063928584568202496,
-0.025410613045096397,
-0.008428049273788929,
0.01996389590203762,
-0.06212303414940834,
-0.0869951918721199,
-0.032282277941703796,
0.0241371002048254,
0.0846475139260292,
-0.010120970197021961,
-0.0928899273276329,
-0.025965800508856773,
0.08068721741437912,
0.01719215326011181,
-0.009699838235974312,
-0.14473296701908112,
0.05842039734125137,
-0.026482999324798584,
0.07335235178470612,
-0.06872713565826416,
-0.022075241431593895,
-0.01798807457089424,
-0.06750812381505966,
0.047544557601213455,
-0.02976997196674347,
0.015169600956141949,
-0.028547801077365875,
-0.0035065191332250834,
-0.039502788335084915,
0.03699365630745888,
-0.09651996195316315,
0.01324333157390356,
-0.037964485585689545,
-0.039114974439144135,
0.04421349614858627,
0.007783636916428804,
-0.030189070850610733,
-0.01951594091951847,
-0.05091472715139389,
-0.0009085650672204792,
0.02253338135778904,
0.06365747004747391,
-0.03982920199632645,
-0.007429139222949743,
-0.0633912906050682,
0.0637831836938858,
-0.15712346136569977,
-0.01625390537083149,
0.007259622681885958,
-0.07437458634376526,
-0.03419359400868416,
0.018706856295466423,
-0.06266142427921295,
-0.002494985470548272,
-0.05138670653104782,
-0.06249405816197395,
-0.0217179823666811,
-0.10756205022335052,
-0.0960141122341156,
0.04128091037273407,
0.04849378764629364,
-0.01658448576927185,
-0.002945155603811145,
0.021173039451241493,
-0.006470941938459873,
-0.04060086980462074,
0.028391441330313683,
0.0639764741063118,
-0.0367802269756794,
0.05034884810447693,
0.02008150890469551,
-0.03314809128642082,
-0.02774903178215027,
0.004536425229161978,
-0.02109684608876705,
0.005105004645884037,
-0.05652523785829544,
-0.04024676978588104,
-0.04824022203683853,
0.017905626446008682,
0.08004765957593918,
-0.07409007847309113,
0.06953570246696472,
-0.07443609833717346,
-0.049459341913461685,
-0.0506255067884922,
0.03525015339255333,
-0.0316799134016037,
0.04518027976155281,
-0.06059815734624863,
0.029427748173475266,
0.055598560720682144,
-0.014120731502771378,
-0.05433190241456032,
0.0020217562559992075,
0.023141497746109962,
-0.023348836228251457,
0.02582862228155136,
-0.024236954748630524,
-0.032923925668001175,
-0.009606762789189816,
0.06864146143198013,
0.04042699560523033,
0.09431690722703934,
0.08268041163682938,
-0.040867406874895096,
-0.08199330419301987,
0.03208046779036522,
-0.0036007422022521496,
0.003814689815044403,
0.03240590915083885,
-0.054429687559604645,
-0.029267609119415283,
0.002271285280585289,
0.13682836294174194,
0.07593647390604019,
0.0007683429284952581,
0.05994085222482681,
0.11449851095676422,
-0.07844778895378113,
-0.0528535321354866,
0.02670454978942871,
-0.07726749777793884,
-9.858999690041147e-34,
0.04535848647356033,
-0.0031859450973570347,
-0.006650637835264206,
-0.00531878974288702,
-0.08450626581907272,
-0.012837700545787811,
-0.03854747489094734,
0.02632845751941204,
-0.03327231854200363,
-0.03829463943839073,
-0.0330585241317749,
0.0805857926607132,
0.007545304484665394,
0.015159656293690205,
0.07328467816114426,
0.057563986629247665,
0.008963294327259064,
0.06350189447402954,
-0.015766553580760956,
-0.04014164209365845,
0.09872443228960037,
0.03669636696577072,
0.0066541037522256374,
0.005332024767994881,
0.031142540276050568,
-0.02933989278972149,
-0.06304249912500381,
0.058291997760534286,
-0.028369802981615067,
0.011703056283295155,
0.04592703655362129,
-0.007301498204469681,
-0.07810934633016586,
-0.002691576024517417,
0.019514387473464012,
0.016366783529520035,
-0.03148332238197327,
0.07530885189771652,
0.025846868753433228,
0.0030926947947591543,
-0.07885762304067612,
-0.0508408360183239,
0.013367087580263615,
-0.005622942931950092,
-0.11789470165967941,
0.016064485535025597,
-0.08629892766475677,
-0.06987553089857101,
0.098430335521698,
0.031882643699645996,
0.0760120078921318,
-0.0379803366959095,
-0.002118761884048581,
0.13778997957706451,
0.05614301934838295,
0.08446799218654633,
0.008839931339025497,
0.03232186287641525,
-0.009350396692752838,
0.0055312504991889,
0.03794171288609505,
-0.0031451000832021236,
0.07781431823968887,
-0.028205329552292824,
-0.020559633150696754,
0.01822168193757534,
0.04780783876776695,
0.04681379348039627,
0.0038148651365190744,
0.049080394208431244,
0.01644265651702881,
0.023726418614387512,
0.06109052896499634,
-0.018583038821816444,
0.015915771946310997,
-0.028341419994831085,
-0.06421002000570297,
-0.025463029742240906,
-0.0344337560236454,
0.01988193579018116,
-0.014597219415009022,
0.019636759534478188,
0.03543829545378685,
-0.050893764942884445,
0.000913703057449311,
-0.04241814464330673,
0.033665381371974945,
-0.03943178430199623,
-0.018101634457707405,
-0.02457682602107525,
-0.056090354919433594,
0.03382265567779541,
-0.0705503523349762,
0.02500014193356037,
-0.07349453866481781,
-1.702912584755339e-33,
-0.0702764019370079,
-0.006218260154128075,
0.08642668277025223,
0.14954859018325806,
-0.017256200313568115,
-0.020876994356513023,
-0.10277032107114792,
-0.03215722367167473,
-0.015662165358662605,
0.013008731417357922,
-0.055041223764419556,
0.06861294060945511,
0.05429621413350105,
0.02257641963660717,
-0.07320473343133926,
0.06359954178333282,
0.005431568715721369,
-0.085979163646698,
0.004648124799132347,
-0.007070451974868774,
-0.030147505924105644,
0.054639995098114014,
-0.0809132531285286,
-0.048747580498456955,
-0.0022548469714820385,
-0.021343564614653587,
0.0038237327244132757,
-0.01144256629049778,
-0.006082841195166111,
-0.06245319917798042,
0.07593110203742981,
-0.03588544577360153,
-0.0549977608025074,
-0.01915149576961994,
0.012503866106271744,
0.05577234923839569,
-0.027958353981375694,
-0.07187113910913467,
0.013336353935301304,
0.11874812841415405,
0.0016964561073109508,
0.11029994487762451,
-0.02687033638358116,
-0.05273027718067169,
-0.004073568619787693,
0.06498038023710251,
-0.05531822517514229,
-0.022387361153960228,
0.03332700952887535,
-0.07435958832502365,
0.07017159461975098,
0.0890633836388588,
-0.02025148645043373,
-0.034467775374650955,
-0.07318726927042007,
0.024215416982769966,
-0.04279825836420059,
0.027841487899422646,
0.02865423820912838,
0.08385483920574188,
-0.07722964137792587,
-0.07300812751054764,
0.033153269439935684,
0.06712842732667923,
-0.011960504576563835,
-0.02897493913769722,
-0.034276336431503296,
-0.028162464499473572,
0.004634141456335783,
-0.02093944326043129,
0.03170204535126686,
0.010248725302517414,
0.011212659999728203,
0.0592900812625885,
-0.08888331055641174,
-0.01594574749469757,
0.10089124739170074,
0.031974874436855316,
0.040090736001729965,
-0.04511119797825813,
0.015549972653388977,
0.03049800731241703,
0.02360399067401886,
-0.04177229851484299,
-0.06754749268293381,
0.05963824689388275,
0.01577935740351677,
-0.03055109642446041,
-0.014994032680988312,
-0.07632483541965485,
0.060480859130620956,
-0.04579339176416397,
-0.04259796068072319,
-0.017673121765255928,
-0.054682277143001556,
-2.3079586242147343e-8,
0.0003465871268417686,
-0.016522061079740524,
0.059545136988162994,
0.06771206855773926,
0.02755841426551342,
0.08132778108119965,
-0.013417213223874569,
0.16869619488716125,
-0.09799885749816895,
-0.04033803939819336,
0.08050859719514847,
0.015871061012148857,
-0.07692664861679077,
0.04075992479920387,
0.06339960545301437,
0.02752729319036007,
0.016565615311264992,
0.004335450008511543,
0.0018410420743748546,
-0.00817196723073721,
-0.0026493489276617765,
0.04897735267877579,
0.02368265576660633,
-0.01962229236960411,
0.03995278850197792,
0.004771067760884762,
0.010021909140050411,
-0.00018227697000838816,
-0.035510189831256866,
0.045155901461839676,
-0.03154551982879639,
0.016258228570222855,
0.013482751324772835,
-0.07784608751535416,
0.05637412890791893,
0.07389649748802185,
-0.08791842311620712,
-0.061947401612997055,
-0.05005355551838875,
0.031208211556077003,
0.05129470303654671,
0.08683739602565765,
0.010835028253495693,
0.0641426146030426,
0.10195279121398926,
0.0377613790333271,
0.03944256156682968,
0.0034494635183364153,
0.0067108431831002235,
-0.019064465537667274,
-0.01475176028907299,
-0.055674195289611816,
-0.03376980498433113,
0.018998069688677788,
0.020204288884997368,
-0.053655922412872314,
-0.008514647372066975,
-0.026567304506897926,
0.06055019795894623,
0.05901624262332916,
0.035810183733701706,
0.0020214079413563013,
0.021848812699317932,
0.06850393116474152
] | p | There are various ways of how to measure the performance of search engines, and Recommender Systems: Machine Learning | [
"articles",
"articles/hybrid-search"
] | 3,979 |
[
"On Hybrid Search - Qdrant",
"Quality metrics"
] | /articles/hybrid-search/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(23) | [
0.04237648844718933,
-0.07800537347793579,
-0.060953289270401,
-0.02654118463397026,
-0.08789573609828949,
0.049898818135261536,
0.04471252113580704,
0.08533237129449844,
0.0022686761803925037,
-0.05176446959376335,
-0.009695003740489483,
0.04778585582971573,
-0.015068345703184605,
0.008330164477229118,
0.007087299134582281,
-0.07247018069028854,
0.06812949478626251,
-0.025005202740430832,
-0.021631663665175438,
-0.08213566988706589,
0.04751965403556824,
-0.0050463806837797165,
0.04131753370165825,
0.0030321255326271057,
-0.03725117817521095,
-0.013036615215241909,
0.013218187727034092,
0.004881352186203003,
-0.042478203773498535,
0.019819779321551323,
-0.09220298379659653,
0.03708655759692192,
0.04244701936841011,
-0.006633324082940817,
-0.025062747299671173,
0.03713110834360123,
0.05748971924185753,
0.05020087957382202,
0.03450970724225044,
-0.04247966781258583,
-0.0692732185125351,
-0.014423911459743977,
0.0004722441080957651,
-0.023233046755194664,
-0.04951056092977524,
-0.0016872965497896075,
-0.051865123212337494,
-0.03272351995110512,
0.005008701700717211,
0.06301815807819366,
-0.08362343162298203,
0.0259914118796587,
0.0033625690266489983,
-0.020754260942339897,
0.07917337119579315,
0.057433467358350754,
0.002364838495850563,
-0.0029977993108332157,
-0.018055405467748642,
-0.06882469356060028,
-0.0000028647316412389046,
-0.05265182629227638,
-0.07323674857616425,
0.008076412603259087,
0.08986793458461761,
0.04364665225148201,
-0.036586944013834,
0.08173561096191406,
-0.11671392619609833,
0.005249552894383669,
-0.04757428541779518,
-0.06537088751792908,
-0.12085113674402237,
0.06859736889600754,
-0.028678854927420616,
-0.002786896890029311,
0.022685810923576355,
0.06624175608158112,
0.026860017329454422,
-0.06307601183652878,
0.00986419152468443,
0.06856806576251984,
-0.019516238942742348,
0.08679554611444473,
-0.0013200832763686776,
-0.036123476922512054,
0.04536967724561691,
-0.0022210334427654743,
0.03543887287378311,
-0.054863959550857544,
0.018815159797668457,
0.02449912391602993,
0.0062143574468791485,
-0.03127086162567139,
0.035611845552921295,
0.028941020369529724,
-0.06528221815824509,
-0.02440616488456726,
0.07150205969810486,
-0.016329335048794746,
0.023897837847471237,
-0.0363641083240509,
-0.049542348831892014,
0.026300013065338135,
-0.01419362798333168,
-0.0010253109503537416,
0.013404064811766148,
0.020501622930169106,
0.0278428066521883,
-0.010128064081072807,
0.0016416090074926615,
0.0007836600998416543,
-0.0367041751742363,
-0.05055489018559456,
0.05180324614048004,
-0.04058685898780823,
0.011598815210163593,
0.010302433744072914,
0.09386730939149857,
0.05862237513065338,
-0.003867868334054947,
-0.00042790418956428766,
-0.042180053889751434,
-0.0697626918554306,
-0.01627463474869728,
0.018081868067383766,
-0.03325244411826134,
-3.271646530126145e-33,
-0.02757757157087326,
0.0069947917945683,
0.06610077619552612,
0.06358528137207031,
-0.039689648896455765,
0.033508870750665665,
-0.09747930616140366,
0.040746185928583145,
0.025610126554965973,
0.020043466240167618,
-0.01677033305168152,
0.1335202157497406,
-0.019459038972854614,
-0.03127329424023628,
0.09059334546327591,
-0.021129516884684563,
0.0016664050053805113,
0.09875063598155975,
0.06824347376823425,
-0.0036166696809232235,
0.002423528814688325,
-0.05378521606326103,
0.02621454745531082,
-0.008181481622159481,
0.09452369809150696,
-0.014402633532881737,
0.005326471291482449,
0.06427954882383347,
0.04415981099009514,
-0.0005555931711569428,
0.1023642048239708,
0.01313727255910635,
-0.04874814674258232,
-0.019518086686730385,
-0.014449304901063442,
-0.00787594448775053,
-0.08935336768627167,
0.045390430837869644,
-0.011171631515026093,
-0.08924990892410278,
-0.08026158064603806,
-0.023959575220942497,
-0.04587915167212486,
-0.05758018419146538,
-0.060739338397979736,
0.08070170879364014,
0.0384393036365509,
-0.053081437945365906,
0.1516118049621582,
-0.06253023445606232,
-0.01105730514973402,
-0.024879567325115204,
0.05153561756014824,
0.020614778622984886,
-0.0705653503537178,
0.05130038782954216,
0.007872642949223518,
-0.08632533997297287,
-0.05612637847661972,
0.025625837966799736,
-0.10793420672416687,
0.05510988458991051,
0.06401136517524719,
-0.09085540473461151,
-0.05858512595295906,
-0.017635496333241463,
0.01637185923755169,
0.07597724348306656,
-0.03611379861831665,
-0.002923994092270732,
-0.020346326753497124,
-0.0056057339534163475,
0.0605376735329628,
0.0023995698429644108,
-0.06268538534641266,
0.07947508990764618,
0.009224901907145977,
0.028519971296191216,
-0.008577962405979633,
0.03400721400976181,
-0.0835789293050766,
-0.011751644313335419,
0.05534446984529495,
-0.06527399271726608,
0.00006144041253719479,
0.031613994389772415,
0.1247348040342331,
-0.005869731307029724,
-0.06235907971858978,
0.024245724081993103,
-0.07528816163539886,
0.051725465804338455,
-0.05789000913500786,
0.08992868661880493,
-0.015774423256516457,
-5.344363025494452e-34,
0.00023823424999136478,
0.016289683058857918,
0.045802805572748184,
0.09824016690254211,
0.058492690324783325,
0.0251600444316864,
-0.04163770005106926,
0.0004992248141206801,
0.03710455074906349,
0.026227636262774467,
-0.1266985535621643,
-0.02729942463338375,
0.0008928003371693194,
0.05227231979370117,
-0.05458982661366463,
0.03186507150530815,
0.009320170618593693,
-0.05933297798037529,
-0.03519820421934128,
-0.023984257131814957,
0.02705610729753971,
0.03413016349077225,
-0.07506943494081497,
-0.01830258220434189,
-0.012227429077029228,
0.02404213510453701,
-0.0725882351398468,
-0.032961584627628326,
-0.06107151135802269,
-0.06465388834476471,
-0.02899615466594696,
-0.007969423197209835,
0.011633438058197498,
0.04551457613706589,
-0.03792126476764679,
0.002195727778598666,
0.013011403381824493,
-0.04455726221203804,
0.04105385020375252,
0.07471134513616562,
0.060583166778087616,
-0.02773408032953739,
-0.005108535289764404,
-0.004646491724997759,
0.025966083630919456,
-0.06786300987005234,
0.03140108659863472,
-0.009529577568173409,
-0.012584028765559196,
-0.06455878913402557,
0.019600752741098404,
0.061016131192445755,
-0.009520329535007477,
-0.0215403214097023,
-0.06924090534448624,
0.04711763933300972,
0.062277764081954956,
-0.07082020491361618,
0.02940310724079609,
0.06076103821396828,
-0.020916951820254326,
-0.03647292032837868,
0.047211501747369766,
0.11608897894620895,
-0.03608560934662819,
-0.006391359958797693,
0.03753303363919258,
-0.08950767666101456,
-0.0219245757907629,
-0.04056495800614357,
0.001961340429261327,
0.04848038777709007,
-0.017507921904325485,
0.0008024267153814435,
-0.09316399693489075,
0.024236414581537247,
0.043128617107868195,
-0.06232844665646553,
-0.038366299122571945,
-0.022944947704672813,
0.056764066219329834,
-0.00839387346059084,
-0.04251623898744583,
0.04986768588423729,
-0.05803656578063965,
0.026196207851171494,
0.07492611557245255,
-0.026360835880041122,
0.0208401121199131,
-0.012689018622040749,
-0.19852647185325623,
-0.06560847908258438,
-0.08388446271419525,
-0.0510978139936924,
-0.0648064911365509,
-1.7867444412900113e-8,
-0.06961051374673843,
-0.042795609682798386,
0.05318126082420349,
0.026977157220244408,
-0.04785151407122612,
0.02355714701116085,
-0.01218852587044239,
0.05726822465658188,
-0.025795157998800278,
0.10421282798051834,
-0.060084063559770584,
-0.041059717535972595,
-0.14369536936283112,
0.1273331493139267,
-0.02160993218421936,
-0.008409306406974792,
-0.024468302726745605,
0.06529384851455688,
-0.04363267496228218,
0.07889148592948914,
0.08044694364070892,
0.13306473195552826,
0.040443986654281616,
-0.009191536344587803,
0.024886813014745712,
-0.034429702907800674,
0.0028792826924473047,
-0.024810204282402992,
0.007220677100121975,
-0.024496925994753838,
0.045286934822797775,
0.049854498356580734,
0.0741247832775116,
-0.07068813592195511,
0.007350150495767593,
0.02793619967997074,
-0.014567047357559204,
0.018875978887081146,
-0.006770795676857233,
0.007485752925276756,
-0.028161920607089996,
-0.0074786036275327206,
-0.006443393416702747,
0.054714202880859375,
0.021197861060500145,
-0.03188476338982582,
-0.06815911829471588,
0.1233811303973198,
-0.06916747987270355,
0.021829864010214806,
0.041251327842473984,
-0.02938750572502613,
-0.002934070071205497,
-0.03766888380050659,
0.02214445360004902,
-0.04886613041162491,
0.0024578275624662638,
-0.049594778567552567,
-0.010800706222653389,
0.038994669914245605,
-0.007895251736044884,
0.030171863734722137,
-0.00751130934804678,
0.038499850779771805
] | p | Metrics and Business Metrics is a great introduction to that topic. | [
"articles",
"articles/hybrid-search"
] | 3,980 |
[
"On Hybrid Search - Qdrant",
"Quality metrics"
] | /articles/hybrid-search/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(23) | [
0.0019494937732815742,
-0.0426291786134243,
-0.022629264742136,
0.03137886896729469,
0.08234673738479614,
0.04451974853873253,
0.04559667408466339,
-0.002916772151365876,
0.00490855285897851,
0.0075775207951664925,
0.07016891241073608,
-0.05176752805709839,
-0.0703505203127861,
-0.02079257369041443,
0.04273645952343941,
0.012283061631023884,
-0.0765255019068718,
-0.05360931158065796,
0.019955184310674667,
-0.02942582219839096,
-0.040728356689214706,
-0.032598767429590225,
-0.017930669710040092,
-0.014055137522518635,
0.00753529230132699,
0.030945533886551857,
-0.03193577751517296,
0.07635758817195892,
0.0015703924000263214,
-0.10148707032203674,
-0.10714322328567505,
0.027848299592733383,
0.02855788543820381,
-0.02938678115606308,
0.03369783237576485,
-0.07006143778562546,
0.021112801507115364,
-0.00535339443013072,
0.017861517146229744,
0.0019254343351349235,
0.004141272511333227,
-0.08431270718574524,
0.021880758926272392,
0.019422773271799088,
-0.015810124576091766,
-0.06046677753329277,
-0.02344878949224949,
0.001367005635984242,
0.0153921227902174,
-0.0050752717070281506,
0.016124658286571503,
-0.019672412425279617,
-0.160065695643425,
0.03487914800643921,
-0.013015401549637318,
-0.009229910559952259,
-0.10290823131799698,
0.026394814252853394,
0.03768841549754143,
-0.006774870213121176,
0.015026642009615898,
-0.047467298805713654,
-0.06646817177534103,
0.07067456841468811,
-0.057689398527145386,
0.025093412026762962,
-0.01871003769338131,
-0.05673792585730553,
-0.027238454669713974,
0.06212407723069191,
-0.029298435896635056,
0.023599853739142418,
-0.052012182772159576,
-0.029981734231114388,
0.04841608181595802,
-0.03035280480980873,
0.015779774636030197,
-0.07267024368047714,
-0.07933121174573898,
-0.08032511174678802,
-0.06971229612827301,
-0.020924290642142296,
-0.0402027852833271,
0.03408214449882507,
0.05724744126200676,
0.08517129719257355,
-0.042124103754758835,
-0.030760029330849648,
-0.014302550815045834,
0.011211038567125797,
0.07562237232923508,
-0.030105378478765488,
0.08832133561372757,
0.035416100174188614,
-0.046751298010349274,
0.010364552028477192,
0.020236117765307426,
-0.0065733203664422035,
0.04783910885453224,
0.09279980510473251,
0.04043762758374214,
-0.07989288121461868,
0.050685279071331024,
0.08977106213569641,
-0.009525512345135212,
-0.04555504024028778,
-0.029141228646039963,
-0.048024147748947144,
0.03353152796626091,
0.044326771050691605,
-0.03244970738887787,
0.00023987266467884183,
-0.004643029998987913,
-0.04499196261167526,
-0.053201619535684586,
0.027906538918614388,
-0.06415808200836182,
0.06803407520055771,
0.09397450089454651,
0.04832477867603302,
-0.04608631134033203,
0.010894689708948135,
-0.02278970181941986,
-0.06576068699359894,
-0.120149627327919,
-0.016786443069577217,
-0.07078526169061661,
-6.322771054721998e-33,
0.04008209705352783,
-0.07181347161531448,
0.0017192038940265775,
0.006443229969590902,
0.028853774070739746,
0.02269270271062851,
-0.05273815244436264,
-0.010285596363246441,
-0.06413771212100983,
-0.020924488082528114,
-0.004840821027755737,
0.059002216905355453,
-0.04928023740649223,
0.06231679767370224,
0.017677413299679756,
-0.02418443374335766,
0.020740389823913574,
0.08211197704076767,
-0.062319450080394745,
-0.04844830557703972,
0.01745467633008957,
0.09261272102594376,
0.0095622343942523,
0.011125213466584682,
0.037736788392066956,
0.04593992233276367,
0.07028915733098984,
0.018172966316342354,
-0.056468382477760315,
0.04847143962979317,
0.02930379845201969,
-0.02169807255268097,
0.013646196573972702,
0.0078398697078228,
0.02078809030354023,
0.09537972509860992,
-0.06311964243650436,
-0.010478038340806961,
0.015314286574721336,
-0.05051854997873306,
-0.05366230756044388,
-0.00859848503023386,
-0.008308346383273602,
0.027404701337218285,
0.047875650227069855,
0.03739136457443237,
0.03475470095872879,
0.07928861677646637,
0.04506920278072357,
0.00879161898046732,
-0.057731106877326965,
-0.0007349059451371431,
-0.030096307396888733,
0.001934200874529779,
0.012126043438911438,
-0.05469454452395439,
-0.03403763100504875,
0.044490013271570206,
-0.04060603678226471,
-0.007730855606496334,
-0.002227382967248559,
-0.015031125396490097,
-0.035500239580869675,
-0.09623771160840988,
0.021402763202786446,
0.06025300547480583,
-0.037677496671676636,
-0.03293842822313309,
0.007255920674651861,
-0.0005329209379851818,
-0.05295005068182945,
0.023075958713889122,
0.10823250561952591,
0.05107530951499939,
-0.005504931788891554,
-0.004450655076652765,
0.0029294262640178204,
0.015370706096291542,
-0.11016711592674255,
-0.05397522822022438,
-0.05819789320230484,
0.02826489694416523,
-0.13938917219638824,
0.06536179780960083,
0.010081078857183456,
-0.03940025717020035,
0.07035384327173233,
-0.04346733167767525,
0.07386982440948486,
-0.005016138777136803,
-0.1021631583571434,
0.07391424477100372,
0.08916626125574112,
-0.049551788717508316,
-0.11233033984899521,
3.887586100831838e-33,
-0.0066469768062233925,
0.04598774015903473,
-0.00013542895612772554,
0.012675057165324688,
0.0005371065926738083,
0.0765681341290474,
0.04061509668827057,
-0.0467323437333107,
0.03668753430247307,
-0.00011238518345635384,
0.12821005284786224,
0.029386388137936592,
-0.04480310156941414,
-0.07524818181991577,
-0.009859608486294746,
0.0020958944223821163,
-0.01370151899755001,
-0.031091954559087753,
0.0005886510480195284,
-0.007447028066962957,
-0.0316786952316761,
0.08041926473379135,
0.00005519243495655246,
0.03463195264339447,
-0.007039522752165794,
0.003905097022652626,
0.04165775701403618,
-0.012963949702680111,
0.0230674110352993,
-0.016790542751550674,
0.03523722663521767,
0.03004983812570572,
-0.03884628042578697,
0.037174440920352936,
0.01805240660905838,
0.0698927789926529,
0.02344168908894062,
0.04222998395562172,
-0.0002398444921709597,
0.04352628439664841,
-0.03431631997227669,
-0.007923709228634834,
0.057446353137493134,
0.08710908144712448,
-0.03174551576375961,
-0.028940506279468536,
0.0012984456261619925,
-0.0004524292889982462,
0.00028266047593206167,
-0.016633160412311554,
-0.07701665908098221,
-0.05066876485943794,
-0.061105482280254364,
-0.03379439562559128,
-0.015193261206150055,
0.051333315670490265,
0.06977038085460663,
0.06060105189681053,
0.09731455147266388,
0.04245058074593544,
-0.04326026514172554,
0.05598641559481621,
-0.03395602107048035,
-0.02585839480161667,
-0.017835281789302826,
-0.04372505098581314,
0.03599110618233681,
0.04377209022641182,
-0.076710045337677,
-0.0544847771525383,
-0.08460190147161484,
0.012368292547762394,
0.07059835642576218,
-0.14031195640563965,
0.010576624423265457,
-0.04529079422354698,
0.03682465851306915,
0.07658573985099792,
0.011933698318898678,
0.004333013668656349,
0.05081222951412201,
0.037584319710731506,
0.011519476771354675,
0.048066023737192154,
-0.0005860630772076547,
0.08570565283298492,
0.043300654739141464,
0.0011760256020352244,
0.06794717907905579,
-0.005160721484571695,
0.047797445207834244,
0.05752893164753914,
0.1684744656085968,
0.056276191025972366,
-0.015758130699396133,
-1.8369018306430007e-8,
0.05151744931936264,
-0.008270866237580776,
0.05852571129798889,
0.013541932217776775,
0.05042484775185585,
-0.01816735416650772,
-0.130348801612854,
0.11738871783018112,
-0.0536765530705452,
-0.06697533279657364,
0.008641502819955349,
0.01945905201137066,
-0.05094073340296745,
0.013949889689683914,
0.11541462689638138,
-0.07770715653896332,
-0.06751927733421326,
0.0578540600836277,
0.022735651582479477,
-0.05980922281742096,
0.03170258179306984,
0.010580192320048809,
0.05343269556760788,
0.0033056866377592087,
0.028526511043310165,
0.016264431178569794,
-0.0019521609647199512,
-0.050903674215078354,
-0.0008818913483992219,
0.10153964161872864,
0.031147364526987076,
0.07745244354009628,
0.03188387304544449,
-0.11589522659778595,
0.006365535315126181,
0.012956548482179642,
-0.1005207896232605,
0.01393075566738844,
0.02329699881374836,
-0.011291862465441227,
0.0766557976603508,
-0.14507822692394257,
-0.008513178676366806,
0.004248335491865873,
-0.004766736179590225,
0.005838934797793627,
0.027071017771959305,
-0.009765803813934326,
0.009064354002475739,
-0.01155851874500513,
-0.1012316644191742,
-0.036906298249959946,
0.09886213392019272,
0.009570336900651455,
-0.004452775232493877,
0.014029694721102715,
0.04884864762425423,
-0.02150200679898262,
0.01287871040403843,
0.0002845103444997221,
0.11259469389915466,
-0.009252426214516163,
-0.08462582528591156,
0.016163509339094162
] | p | I selected the following ones: | [
"articles",
"articles/hybrid-search"
] | 3,981 |
[
"On Hybrid Search - Qdrant",
"Quality metrics"
] | /articles/hybrid-search/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > ul:nth-of-type(6) > li:nth-of-type(1) | [
-0.047557283192873,
0.0014231996610760689,
-0.021946169435977936,
-0.034153178334236145,
-0.0016050041886046529,
0.04703380540013313,
-0.0066399965435266495,
0.06659594923257828,
0.008688596077263355,
0.000436626432929188,
-0.048629701137542725,
-0.04547030106186867,
-0.017316998913884163,
-0.02871711738407612,
-0.03369812294840813,
0.018327919766306877,
-0.002303836867213249,
-0.031319357454776764,
-0.045563336461782455,
-0.06037970632314682,
0.020863300189375877,
0.002097677206620574,
-0.002250144025310874,
-0.079313263297081,
0.02276417799293995,
-0.11606332659721375,
0.02873973175883293,
-0.03533361107110977,
-0.0062888916581869125,
-0.12345314025878906,
-0.0036476822569966316,
0.02090546302497387,
-0.050238270312547684,
0.02030506543815136,
-0.027240168303251266,
-0.03847488388419151,
-0.10690709203481674,
-0.015837952494621277,
-0.012549358420073986,
0.027368003502488136,
0.020909802988171577,
-0.03511876240372658,
0.034678440541028976,
0.022287098690867424,
0.01222062949091196,
-0.023120738565921783,
-0.09352236241102219,
0.0749809592962265,
-0.003649597056210041,
-0.01970995031297207,
0.04649006947875023,
-0.0033699600026011467,
-0.07830420136451721,
0.057839397341012955,
0.06375524401664734,
0.020564714446663857,
-0.1383208930492401,
-0.03130758926272392,
0.07627661526203156,
0.02523685060441494,
0.05908530205488205,
0.059994716197252274,
-0.045200977474451065,
-0.003603557124733925,
0.05638795346021652,
0.008959093131124973,
0.04024665057659149,
-0.026723206043243408,
-0.05523909628391266,
0.03132408857345581,
0.008673392236232758,
-0.013719005510210991,
0.012078720144927502,
-0.06597062200307846,
-0.013750504702329636,
0.10564708709716797,
-0.01395940501242876,
-0.0246751569211483,
0.023423032835125923,
-0.054955463856458664,
0.006283000111579895,
0.08825981616973877,
0.01725735142827034,
-0.07238497585058212,
-0.03234908729791641,
-0.005763359367847443,
-0.020972508937120438,
0.10104113072156906,
0.026345297694206238,
-0.04167356342077255,
-0.00014643998292740434,
0.02813800983130932,
-0.06332207471132278,
0.036851607263088226,
-0.1170262023806572,
0.014825134538114071,
-0.007300332188606262,
-0.10159062594175339,
-0.06843072921037674,
0.04756444692611694,
0.026083510369062424,
0.1395837813615799,
0.023388268426060677,
-0.011887452565133572,
-0.03819235414266586,
0.03650180250406265,
0.08328098803758621,
0.04264358803629875,
-0.009879013523459435,
-0.018048664554953575,
-0.05950062721967697,
0.1084902212023735,
-0.07866381108760834,
-0.030888939276337624,
-0.031125947833061218,
-0.04424266517162323,
-0.07970154285430908,
0.028879711404442787,
0.02551475167274475,
0.004456168971955776,
-0.029528310522437096,
-0.060702502727508545,
-0.0597417876124382,
0.013992992229759693,
-0.08174530416727066,
0.0928618460893631,
0.08402886241674423,
5.140861443480098e-33,
0.023470180109143257,
-0.03410793095827103,
0.014699424616992474,
0.04265817254781723,
0.03365936875343323,
-0.032175492495298386,
0.00835841242223978,
0.040634848177433014,
-0.010080965235829353,
-0.013535687699913979,
0.0012687044218182564,
0.00830673798918724,
-0.04433317109942436,
0.004059568978846073,
0.02157996967434883,
-0.05232204496860504,
-0.00649720523506403,
0.0355495810508728,
0.014769691973924637,
-0.028263239189982414,
-0.04431096091866493,
0.1313396543264389,
-0.0413171723484993,
0.011702856980264187,
0.0764010101556778,
0.04845975339412689,
-0.03470328822731972,
-0.04563973844051361,
0.0518358014523983,
-0.003435306716710329,
-0.005069726146757603,
-0.0769909918308258,
-0.06898969411849976,
0.0294251199811697,
0.0728524774312973,
0.0454237200319767,
0.02925995923578739,
0.07453617453575134,
0.043698038905858994,
-0.055632084608078,
-0.010179116390645504,
0.005997675471007824,
-0.05402525141835213,
-0.037634339183568954,
0.015034186653792858,
0.052965179085731506,
0.006457327865064144,
-0.0006279105436988175,
-0.031163590028882027,
0.01824643276631832,
-0.002659318270161748,
0.059831444174051285,
-0.034155189990997314,
0.06524909287691116,
0.08564291149377823,
-0.09230997413396835,
0.0420505627989769,
-0.013041340745985508,
0.024587323889136314,
0.10659977048635483,
0.10579504072666168,
-0.0463084913790226,
-0.00021129747619852424,
-0.0766545832157135,
-0.05261807143688202,
0.04706510528922081,
-0.05097612366080284,
-0.01696731150150299,
0.07566310465335846,
-0.08409224450588226,
0.002132265828549862,
0.047826822847127914,
0.07070332765579224,
0.033607885241508484,
0.0675598755478859,
0.0012542135082185268,
0.029685111716389656,
-0.020179659128189087,
-0.018107926473021507,
0.0365322045981884,
-0.02426096610724926,
0.045027125626802444,
-0.07307623326778412,
-0.00633365148678422,
0.009161284193396568,
-0.016506128013134003,
-0.010458320379257202,
-0.013148583471775055,
-0.055960748344659805,
0.024487022310495377,
0.003925813362002373,
-0.07273127883672714,
0.053583934903144836,
0.012140571139752865,
-0.028820615261793137,
-4.012235889135018e-33,
-0.0405220165848732,
0.014555687084794044,
-0.012353923171758652,
0.049821991473436356,
0.05265121906995773,
-0.020142938941717148,
0.0748504176735878,
0.04471304640173912,
-0.008874718099832535,
-0.026383452117443085,
0.022305745631456375,
0.08121581375598907,
0.07511065900325775,
0.02343190275132656,
-0.0027779685333371162,
-0.020908746868371964,
-0.0024595106951892376,
0.00047336224815808237,
0.004973806906491518,
0.03230542689561844,
0.05472998321056366,
-0.020867474377155304,
-0.07359002530574799,
0.08209578692913055,
0.07667617499828339,
0.14559797942638397,
0.029809951782226562,
-0.019820811226963997,
-0.011465724557638168,
0.03415508568286896,
0.06337659806013107,
0.0039703091606497765,
0.011624193750321865,
0.09764830768108368,
0.01442012470215559,
-0.030842050909996033,
0.09193642437458038,
0.09672772884368896,
-0.10380756109952927,
0.017581384629011154,
0.07600362598896027,
0.07194490730762482,
-0.0007829271489754319,
0.04489403963088989,
-0.020527495071291924,
0.05326658859848976,
-0.010803562588989735,
-0.028323056176304817,
-0.007315353490412235,
0.05544044449925423,
0.02265629544854164,
0.0074857911095023155,
-0.08285962790250778,
-0.009320180863142014,
-0.04656092822551727,
0.044197842478752136,
0.06435203552246094,
0.01339931320399046,
0.022493699565529823,
0.0808764398097992,
0.01295995432883501,
0.030176609754562378,
0.01432761363685131,
-0.04782409220933914,
-0.03150549903512001,
0.013770829886198044,
0.06255922466516495,
0.08837421983480453,
-0.0751543790102005,
-0.04710093140602112,
-0.028111249208450317,
0.018387552350759506,
0.02823181450366974,
-0.0868348628282547,
-0.07667376101016998,
0.022578081116080284,
0.10222803801298141,
0.026509931311011314,
-0.01955902762711048,
0.01612713374197483,
-0.13712754845619202,
-0.028590282425284386,
-0.0371813103556633,
0.05069563910365105,
-0.08315242826938629,
0.010899335145950317,
0.18574000895023346,
-0.05858417600393295,
0.020813943818211555,
0.0004476798349060118,
-0.04779136925935745,
0.016441116109490395,
-0.01113167405128479,
0.013826340436935425,
0.00644855760037899,
-2.226944140204523e-8,
0.011860309168696404,
-0.05188402906060219,
0.008178004994988441,
0.00025256030494347215,
0.059865500777959824,
0.041907235980033875,
-0.040201585739851,
-0.03932425379753113,
0.004879283718764782,
0.05078080669045448,
0.14112123847007751,
0.0098279332742095,
-0.10856303572654724,
0.03971429541707039,
0.025553273037075996,
-0.027959782630205154,
-0.045282989740371704,
-0.02557273581624031,
0.00429428881034255,
-0.08897983282804489,
-0.07543922960758209,
0.048122044652700424,
0.02481699176132679,
-0.061568811535835266,
0.03700029104948044,
0.01733335852622986,
0.0437820628285408,
0.051732104271650314,
-0.0024343919940292835,
0.010334448888897896,
0.023496141657233238,
0.05956379696726799,
-0.08108517527580261,
-0.04992806911468506,
0.006587347015738487,
0.03757273778319359,
-0.022982772439718246,
0.013009419664740562,
0.071030393242836,
0.007903259247541428,
-0.018261337652802467,
-0.03093472309410572,
0.019908392801880836,
-0.019257469102740288,
-0.06082979962229729,
-0.09959402680397034,
-0.016411075368523598,
-0.04198748245835304,
-0.02942696027457714,
-0.06546829640865326,
-0.12171054631471634,
-0.03244010731577873,
-0.05309416353702545,
-0.04273581504821777,
0.04135582968592644,
-0.015308931469917297,
-0.04569370672106743,
0.002066606655716896,
-0.07789739966392517,
-0.014058131724596024,
-0.03971894457936287,
-0.08692105859518051,
-0.019971618428826332,
0.04371567815542221
] | li | NDCG@5, NDCG@10 | [
"articles",
"articles/hybrid-search"
] | 3,982 |
[
"On Hybrid Search - Qdrant",
"Quality metrics"
] | /articles/hybrid-search/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > ul:nth-of-type(6) > li:nth-of-type(2) | [
-0.08792639523744583,
0.03084826096892357,
-0.0019567888230085373,
-0.004988385364413261,
-0.002581425942480564,
0.06830113381147385,
0.058457568287849426,
0.10661850869655609,
-0.005299735348671675,
0.029751576483249664,
-0.028595784679055214,
-0.010728995315730572,
-0.04913192242383957,
-0.013560608960688114,
-0.02506256476044655,
0.02671278640627861,
-0.01952752098441124,
0.042702071368694305,
-0.13686725497245789,
-0.07713039219379425,
0.036677781492471695,
-0.034277088940143585,
-0.04133604094386101,
-0.020593320950865746,
0.039656251668930054,
-0.11862733215093613,
0.0034339623525738716,
0.0055977036245167255,
-0.04877788946032524,
-0.1181260421872139,
-0.01616252399981022,
0.021408140659332275,
-0.06656145304441452,
0.054578833281993866,
-0.06812694668769836,
0.006166291423141956,
-0.06601816415786743,
-0.06678983569145203,
0.05179887264966965,
-0.02821999415755272,
0.06485296785831451,
-0.04138236120343208,
0.06468901038169861,
-0.040324512869119644,
-0.00007297542470041662,
-0.02868930995464325,
-0.09712736308574677,
0.054777055978775024,
-0.0278504379093647,
0.0155344158411026,
0.027163883671164513,
-0.020983876660466194,
-0.035327062010765076,
-0.012779422104358673,
-0.0517786405980587,
0.02777056023478508,
-0.11406879127025604,
0.018282195553183556,
0.10721690207719803,
-0.03025249019265175,
-0.005983714945614338,
0.03251691535115242,
-0.08442172408103943,
0.030453598126769066,
-0.011145293712615967,
-0.059234388172626495,
0.06845391541719437,
-0.038943395018577576,
-0.04796840250492096,
0.026073725894093513,
-0.021572619676589966,
-0.03244424983859062,
-0.02771887369453907,
-0.05705351382493973,
0.0039959196001291275,
0.1057283952832222,
0.012811606749892235,
-0.08599784970283508,
0.10156191140413284,
-0.07601726055145264,
0.06010206416249275,
0.016876330599188805,
-0.0182486604899168,
-0.03805182874202728,
-0.016640841960906982,
-0.0108572943136096,
-0.006820826791226864,
0.10504954308271408,
0.006644471548497677,
-0.05658925697207451,
0.0010857625165954232,
0.08747228235006332,
-0.07190645486116409,
0.070936419069767,
-0.1309065818786621,
0.06962771713733673,
0.01341158151626587,
-0.07810545712709427,
-0.09944264590740204,
0.09185682237148285,
0.08003286272287369,
0.12587809562683105,
0.06558868288993835,
0.003807691391557455,
0.00683491351082921,
-0.04349255934357643,
0.013968400657176971,
0.016032591462135315,
-0.0365682877600193,
-0.10232795774936676,
-0.048711225390434265,
0.10560782253742218,
-0.0741923451423645,
-0.018574079498648643,
0.022332938387989998,
-0.03446171060204506,
-0.04692059010267258,
0.021849704906344414,
0.08193598687648773,
-0.10126714408397675,
-0.029449086636304855,
-0.05979510396718979,
-0.04225044697523117,
-0.036375485360622406,
-0.06632459163665771,
0.02845323085784912,
0.052811287343502045,
3.358439890203078e-33,
0.018955303356051445,
-0.01176219992339611,
0.0350591242313385,
0.017926715314388275,
0.0017013770993798971,
-0.02246122807264328,
-0.018606774508953094,
0.07424726337194443,
-0.047286391258239746,
0.013131853193044662,
-0.0013361329911276698,
0.009889370761811733,
-0.023448633030056953,
0.00014277837180998176,
0.0015241114888340235,
-0.058032192289829254,
0.006776269990950823,
0.018764836713671684,
-0.0013731232611462474,
-0.058382298797369,
-0.06708607077598572,
0.12466234713792801,
-0.002639890881255269,
0.03363112732768059,
0.05667777732014656,
0.02890666201710701,
-0.008843149989843369,
-0.03715769946575165,
-0.011227796785533428,
0.022295862436294556,
0.004775712266564369,
0.02571558766067028,
-0.01945967599749565,
0.05478477105498314,
-0.004066988825798035,
0.056863948702812195,
-0.014087590388953686,
0.026514675468206406,
0.06102056801319122,
-0.04644472897052765,
0.03743315860629082,
-0.01821277104318142,
-0.06058397516608238,
-0.03182452544569969,
0.020463356748223305,
0.013840566389262676,
0.02536146156489849,
-0.04046193137764931,
-0.003498194506391883,
0.06050769239664078,
-0.010814654640853405,
0.005174879450351,
-0.04093380272388458,
0.04787265509366989,
0.058607906103134155,
-0.04172581806778908,
0.016792619600892067,
0.035586096346378326,
0.04628844931721687,
0.08655563741922379,
0.07870588451623917,
0.020017197355628014,
-0.012310708872973919,
0.009903131052851677,
-0.05874112620949745,
0.03575746342539787,
-0.045941583812236786,
-0.05421508848667145,
0.07520624995231628,
-0.02878672257065773,
0.055748604238033295,
0.005309681408107281,
0.035082314163446426,
0.007560607045888901,
0.07692835479974747,
0.0032638036645948887,
0.05553119257092476,
-0.0017041139071807265,
-0.04669679328799248,
0.027461383491754532,
-0.07218453288078308,
0.041160982102155685,
-0.018744999542832375,
0.033493705093860626,
0.01589975878596306,
-0.04948731139302254,
-0.02539769373834133,
-0.029195697978138924,
-0.019266536459326744,
0.03465002030134201,
-0.0351417139172554,
-0.08053325116634369,
0.08338400721549988,
0.046968717128038406,
-0.023290937766432762,
-3.046758665108502e-33,
-0.02997034229338169,
0.050565510988235474,
-0.004999800585210323,
0.07816924899816513,
0.01293530035763979,
-0.000050251885113539174,
0.091044120490551,
-0.005430176388472319,
0.016193920746445656,
-0.009177741594612598,
0.05006241425871849,
0.0881427526473999,
0.057273756712675095,
-0.011612878181040287,
0.044251371175050735,
-0.022247981280088425,
0.00682077556848526,
-0.0518973283469677,
-0.02044133096933365,
0.060958132147789,
0.09072291851043701,
0.04077053815126419,
-0.04075316712260246,
0.16485191881656647,
0.08634405583143234,
0.0755910649895668,
0.036606255918741226,
-0.048607975244522095,
0.030639467760920525,
0.010158811695873737,
0.0683867558836937,
0.025475384667515755,
0.07254155725240707,
0.054614678025245667,
-0.017245454713702202,
-0.10526800155639648,
0.10608930885791779,
0.10423202067613602,
-0.03222152963280678,
0.048080410808324814,
0.05803808569908142,
0.015184711664915085,
-0.011205854825675488,
0.06691106408834457,
0.005634162575006485,
0.032042957842350006,
0.07491955161094666,
-0.06802261620759964,
-0.03144187107682228,
0.10961936414241791,
-0.026158057153224945,
-0.03647546470165253,
-0.10815588384866714,
-0.030006304383277893,
-0.0720701590180397,
0.03689930588006973,
0.036402009427547455,
0.03010452166199684,
-0.00406506797298789,
0.02772573195397854,
-0.010975045152008533,
0.04221007972955704,
0.03524217754602432,
-0.06983579695224762,
-0.008732213638722897,
0.034506287425756454,
0.015086955390870571,
0.007530590519309044,
-0.04475988820195198,
-0.03548017516732216,
0.029645344242453575,
0.08456443250179291,
0.008992663584649563,
-0.09783536940813065,
-0.07973381131887436,
0.024430593475699425,
0.028678566217422485,
0.02175392024219036,
0.018786802887916565,
0.00256922235712409,
-0.07234801352024078,
0.018173135817050934,
-0.025157678872346878,
0.009813579730689526,
-0.08935578912496567,
-0.027170315384864807,
0.06113792210817337,
-0.02314923144876957,
0.05036996304988861,
-0.011796909384429455,
-0.02995108626782894,
0.008608605712652206,
0.022510461509227753,
-0.03499097004532814,
-0.004377813544124365,
-2.2440740821139116e-8,
0.04571633040904999,
0.017289478331804276,
-0.010493635199964046,
-0.001105096540413797,
0.008291547186672688,
0.021765893325209618,
-0.0020569651387631893,
-0.002853426616638899,
0.039028022438287735,
0.08239153027534485,
0.08839709311723709,
0.0005582273588515818,
-0.06515372544527054,
0.0036728684790432453,
-0.012042845599353313,
-0.05080677568912506,
-0.07782518863677979,
-0.015377224422991276,
-0.01917177438735962,
-0.014990130439400673,
-0.06865967810153961,
0.0406598336994648,
0.021701930090785027,
-0.0392332561314106,
0.08310528099536896,
0.004653729498386383,
-0.023753972724080086,
0.03861282020807266,
0.008981253951787949,
0.023052562028169632,
0.04096662253141403,
0.0458434596657753,
-0.091607466340065,
-0.02707364782691002,
-0.014099552296102047,
0.06253740191459656,
-0.004057193640619516,
-0.024302486330270767,
0.039708781987428665,
-0.003059146925806999,
-0.004005933180451393,
-0.0901578962802887,
0.012781620025634766,
0.002647159621119499,
-0.10118474811315536,
-0.10524169355630875,
0.023493656888604164,
-0.06898291409015656,
-0.010286570526659489,
-0.06553391367197037,
-0.09011238068342209,
0.00953709613531828,
-0.07383524626493454,
-0.05610433593392372,
0.07378995418548584,
0.014516633003950119,
-0.005072816740721464,
-0.00017537205712869763,
-0.07263672351837158,
0.00495261512696743,
-0.011084171943366528,
-0.05352360010147095,
-0.03736770153045654,
-0.0060236044228076935
] | li | DCG@5, DCG@10 | [
"articles",
"articles/hybrid-search"
] | 3,983 |
[
"On Hybrid Search - Qdrant",
"Quality metrics"
] | /articles/hybrid-search/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > ul:nth-of-type(6) > li:nth-of-type(3) | [
-0.10822058469057083,
-0.022022098302841187,
-0.014902796596288681,
-0.021057697013020515,
-0.013668062165379524,
0.02530793659389019,
0.019798876717686653,
0.06525016576051712,
-0.007268381770700216,
0.003348334925249219,
-0.03167041018605232,
0.01690499298274517,
-0.030144641175866127,
0.04969453066587448,
-0.08216135948896408,
0.09361352771520615,
-0.04978349059820175,
-0.01585536263883114,
-0.005716093350201845,
-0.04311807081103325,
-0.05907371640205383,
0.005854111164808273,
-0.007552903611212969,
-0.013007286936044693,
0.02970443293452263,
-0.08801670372486115,
-0.03431179001927376,
0.05320176109671593,
-0.03867699205875397,
-0.10611806064844131,
0.10621554404497147,
0.03451826423406601,
0.05615253373980522,
-0.03798713535070419,
-0.07486847788095474,
0.019741397351026535,
-0.022194843739271164,
0.021418530493974686,
-0.014023526571691036,
0.030785441398620605,
0.007487865164875984,
-0.10014276206493378,
-0.0003715011989697814,
-0.07050386071205139,
-0.003924747928977013,
0.06081440672278404,
-0.02388095110654831,
-0.0032151592895388603,
-0.03319341316819191,
-0.0024244938977062702,
-0.08372407406568527,
-0.05353637784719467,
-0.045058440417051315,
-0.013308104127645493,
-0.045256488025188446,
-0.04770639166235924,
-0.09245757013559341,
-0.025354087352752686,
-0.0020678832661360502,
-0.06360875815153122,
-0.07744254171848297,
0.05826602876186371,
-0.03134522959589958,
-0.01614770106971264,
0.050081249326467514,
-0.06136198341846466,
-0.06266908347606659,
-0.04766048863530159,
-0.004235107451677322,
0.04953243210911751,
0.012503521516919136,
-0.036892421543598175,
-0.007880685850977898,
-0.08315794914960861,
-0.039748210459947586,
0.04028196260333061,
-0.02485791966319084,
-0.08367671817541122,
0.028858019039034843,
0.018275773152709007,
-0.08075357228517532,
-0.06073855236172676,
-0.06014789640903473,
-0.046562112867832184,
-0.03830582648515701,
-0.02272912487387657,
0.02329867333173752,
0.027165653184056282,
-0.011240358464419842,
0.021519646048545837,
-0.02812941186130047,
0.0028480880428105593,
-0.06645501405000687,
0.026714259758591652,
-0.05854048579931259,
0.04439857602119446,
-0.029045628383755684,
-0.04799885302782059,
-0.09248220175504684,
0.05968866124749184,
0.057749055325984955,
0.048427145928144455,
-0.028401514515280724,
0.010657173581421375,
0.004105525556951761,
-0.03379029408097267,
0.05451200529932976,
-0.013301300816237926,
0.04060544818639755,
-0.06925463676452637,
0.0033491679932922125,
0.12367983907461166,
-0.04773085564374924,
-0.03676484152674675,
0.00021559004380833358,
-0.1117953211069107,
-0.06826169043779373,
0.03713873028755188,
0.12919576466083527,
-0.07384565472602844,
-0.05583168938755989,
0.028923898935317993,
-0.04295985773205757,
-0.012876057997345924,
-0.0077454280108213425,
-0.007239853497594595,
0.015174075029790401,
1.978485011115554e-33,
-0.022639213129878044,
0.0006822196301072836,
0.012085114605724812,
0.08399379998445511,
-0.017001016065478325,
0.00026940833777189255,
0.01036883145570755,
0.007337764371186495,
0.05152864754199982,
-0.05948428064584732,
0.020945508033037186,
-0.056090790778398514,
0.006060402374714613,
-0.06718162447214127,
-0.019531704485416412,
-0.04614890366792679,
0.04381481930613518,
0.025341730564832687,
-0.06038155406713486,
-0.045627787709236145,
-0.0014648829819634557,
0.06852731853723526,
-0.0305817648768425,
0.006355642341077328,
0.030421560630202293,
0.06311264634132385,
0.02108718827366829,
-0.052767496556043625,
0.027594834566116333,
0.018594400957226753,
0.0009718058863654733,
0.06743340939283371,
-0.05598923936486244,
0.043486546725034714,
-0.0093371057882905,
0.022388938814401627,
-0.016012931242585182,
0.047587357461452484,
0.02203269861638546,
-0.02675022929906845,
0.02914569154381752,
-0.0294054988771677,
-0.04647846147418022,
0.049939967691898346,
0.05504317209124565,
-0.026175064966082573,
0.08886115998029709,
0.07098538428544998,
0.013798527419567108,
-0.020623736083507538,
-0.04461612179875374,
-0.03887515142560005,
-0.020555265247821808,
0.04810725897550583,
0.018301520496606827,
-0.05927222967147827,
0.034120794385671616,
0.048680949956178665,
-0.009466671384871006,
0.075902558863163,
0.08539016544818878,
0.04160517454147339,
0.01789986342191696,
-0.004349455237388611,
0.0013244471047073603,
-0.055134229362010956,
0.03700470179319382,
-0.06179523840546608,
0.06060418486595154,
0.04194055497646332,
0.02612004242837429,
0.04326264187693596,
0.1191571056842804,
0.05512154474854469,
0.01068344060331583,
0.015660757198929787,
0.04734400287270546,
0.04240331053733826,
0.025712592527270317,
0.020420517772436142,
-0.02305440790951252,
0.06835117936134338,
-0.07223747670650482,
0.012213287875056267,
-0.005427921656519175,
0.032369647175073624,
0.04763845354318619,
-0.1157568097114563,
-0.02056766301393509,
0.053679268807172775,
-0.00136288080830127,
-0.13914018869400024,
0.053997576236724854,
0.0985434353351593,
-0.06165175512433052,
-2.3637071831784875e-33,
-0.01901085302233696,
0.021908313035964966,
0.09305878728628159,
0.06014694646000862,
-0.024021264165639877,
0.02457144670188427,
0.06902379542589188,
0.04538401961326599,
0.038915906101465225,
0.06534657627344131,
-0.020921558141708374,
0.02025240659713745,
0.058306071907281876,
-0.06596395373344421,
0.02537132054567337,
0.028927689418196678,
0.073942169547081,
0.025808708742260933,
-0.0422561839222908,
0.05836609750986099,
0.05009549483656883,
0.08553442358970642,
-0.0321938581764698,
0.10780557990074158,
0.00954931415617466,
0.07422508299350739,
0.13860076665878296,
-0.08188924193382263,
0.009315419010818005,
0.006663178559392691,
0.03291989117860794,
-0.020334623754024506,
-0.01552547886967659,
-0.017363205552101135,
-0.02534695342183113,
-0.06373583525419235,
0.03614453598856926,
0.05421425402164459,
0.035099875181913376,
0.12991957366466522,
0.08931329846382141,
0.05889248475432396,
-0.030899368226528168,
0.084011010825634,
-0.038293663412332535,
-0.05124539136886597,
-0.054250165820121765,
-0.028786683455109596,
0.038143109530210495,
0.051448754966259,
-0.014622023329138756,
-0.016099611297249794,
-0.03547882288694382,
-0.07592164725065231,
-0.025624264031648636,
-0.055021122097969055,
0.005566621199250221,
0.011883845552802086,
0.04963083565235138,
0.0483669675886631,
-0.05054536089301109,
0.06417179852724075,
0.04512995854020119,
0.004572841804474592,
-0.039295345544815063,
0.0839182436466217,
0.030870400369167328,
-0.058938831090927124,
-0.0701456144452095,
0.00020129128824919462,
0.013618791475892067,
-0.020932752639055252,
0.06263864785432816,
-0.018792016431689262,
0.02786014974117279,
0.00871902983635664,
0.0022405185736715794,
0.036325085908174515,
-0.006377970799803734,
0.024424655362963676,
-0.097492516040802,
-0.03304772451519966,
-0.038155462592840195,
-0.024752076715230942,
-0.054994091391563416,
-0.05466202646493912,
0.08508498966693878,
-0.03096013516187668,
0.06985627859830856,
0.0018910603830590844,
0.06013168767094612,
0.058153558522462845,
0.0693831667304039,
-0.07069806009531021,
-0.02305251732468605,
-2.1765332647305513e-8,
0.03295663371682167,
-0.06998002529144287,
-0.010761380195617676,
0.026327380910515785,
0.04807646572589874,
0.08362425863742828,
-0.06189342960715294,
-0.0011591105721890926,
0.005715617910027504,
0.13731198012828827,
0.0835544615983963,
-0.03794115036725998,
-0.06552773714065552,
-0.047106076031923294,
0.068233422935009,
-0.06736793369054794,
0.012048591859638691,
0.0015394793590530753,
-0.008969851769506931,
-0.06795794516801834,
-0.034253597259521484,
0.04126250743865967,
0.0590885765850544,
-0.06983929127454758,
0.06261865794658661,
0.029636824503540993,
-0.00948307290673256,
0.04909686744213104,
-0.05577307939529419,
0.010138441808521748,
0.1007838025689125,
0.07667656242847443,
-0.02069087326526642,
-0.0031319851987063885,
-0.019345739856362343,
0.09334017336368561,
0.04077009856700897,
0.03199765086174011,
-0.008346021175384521,
0.04533001035451889,
-0.04550926759839058,
-0.06521984934806824,
0.0039022446144372225,
0.018508683890104294,
-0.08049999922513962,
-0.009947526268661022,
-0.11489465832710266,
-0.059639912098646164,
-0.04393494874238968,
-0.11796693503856659,
0.0027517054695636034,
-0.0497361421585083,
0.0489312969148159,
0.026852501556277275,
0.0652899295091629,
0.016782870516180992,
0.008042978122830391,
-0.0767742320895195,
-0.04642743617296219,
-0.0033607848454266787,
0.05480378121137619,
0.00047679993440397084,
-0.08287812024354935,
-0.012833181768655777
] | li | MRR@5, MRR@10 | [
"articles",
"articles/hybrid-search"
] | 3,984 |
[
"On Hybrid Search - Qdrant",
"Quality metrics"
] | /articles/hybrid-search/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > ul:nth-of-type(6) > li:nth-of-type(4) | [
0.011363998055458069,
0.010110391303896904,
-0.026387084275484085,
-0.045891061425209045,
-0.07468284666538239,
0.0006306397262960672,
0.027058880776166916,
0.07438981533050537,
0.004543031100183725,
-0.019978798925876617,
0.02339141070842743,
-0.004438064526766539,
0.000019079650883213617,
0.04421496018767357,
-0.0834435522556305,
-0.0443207249045372,
-0.01890253648161888,
0.06519662588834763,
-0.07314597070217133,
-0.0012597967870533466,
-0.005050582345575094,
-0.028519421815872192,
0.04934560880064964,
0.05008038133382797,
0.020213648676872253,
-0.11227370798587799,
-0.04164769500494003,
-0.02537805587053299,
-0.004416513256728649,
-0.07023635506629944,
-0.02420681156218052,
0.08395835757255554,
-0.03271855413913727,
-0.010806886479258537,
-0.07120026648044586,
0.0005278507014736533,
0.00881032831966877,
-0.02146597020328045,
0.09937973320484161,
-0.02067665569484234,
0.026357080787420273,
-0.07972121983766556,
0.050358060747385025,
-0.02194266766309738,
-0.002660242607817054,
0.04056502506136894,
-0.030717909336090088,
0.06433912366628647,
0.014288562349975109,
-0.02208242379128933,
-0.08745664358139038,
0.04035722091794014,
-0.019574038684368134,
-0.0313885435461998,
-0.0621301531791687,
-0.011059533804655075,
-0.03328345715999603,
-0.02233891375362873,
0.018121473491191864,
-0.0063798800110816956,
0.03404117003083229,
0.02061315067112446,
-0.06635499745607376,
-0.07407613843679428,
0.030995910987257957,
-0.02458246611058712,
-0.04884938523173332,
-0.14458873867988586,
-0.04482531175017357,
0.04878941923379898,
0.04564446210861206,
-0.01730046607553959,
-0.007469113916158676,
0.04272349178791046,
-0.009940816089510918,
-0.03709184005856514,
-0.08647698163986206,
-0.032961055636405945,
0.1025722399353981,
0.07392535358667374,
-0.013307008892297745,
-0.026916183531284332,
0.008691465482115746,
-0.04305027425289154,
0.05409366264939308,
-0.06685894727706909,
0.08442829549312592,
0.08608680218458176,
0.054948337376117706,
-0.0709967240691185,
0.01319341454654932,
-0.051233794540166855,
-0.06351592391729355,
-0.018895326182246208,
-0.049943942576646805,
0.021711179986596107,
0.01793530210852623,
-0.02597668766975403,
-0.10981070250272751,
0.06391648203134537,
0.06371963769197464,
0.003051761072129011,
-0.10124529153108597,
-0.060466501861810684,
-0.024447722360491753,
-0.01358376070857048,
0.05206499248743057,
0.05418120324611664,
0.04634271189570427,
-0.07997108995914459,
0.03239252045750618,
-0.004959810990840197,
-0.08720527589321136,
0.028920436277985573,
0.031684525310993195,
-0.03495367616415024,
-0.052784375846385956,
-0.0058946977369487286,
0.05025365576148033,
-0.0794563964009285,
-0.07026870548725128,
0.02156141586601734,
-0.002374792704358697,
0.03220198303461075,
-0.0038478432688862085,
0.033315274864435196,
-0.014128018170595169,
7.839930300244846e-35,
-0.0728888139128685,
0.04555893689393997,
0.04248109459877014,
0.030238570645451546,
-0.04893597215414047,
0.007183788809925318,
-0.10034097731113434,
-0.005003800615668297,
-0.024055838584899902,
0.005192391574382782,
0.008243483491241932,
0.01858026720583439,
0.02447890117764473,
-0.058377381414175034,
0.04943285882472992,
-0.02429087460041046,
0.014846357516944408,
0.059810902923345566,
-0.025051819160580635,
0.008171061053872108,
0.07780902087688446,
0.011319946497678757,
0.022233569994568825,
0.0038077998906373978,
0.05381018668413162,
0.08149433881044388,
-0.06446323543787003,
0.07986271381378174,
-0.036724820733070374,
0.022148868069052696,
-0.037909649312496185,
-0.008961736224591732,
0.043812114745378494,
0.0010164502309635282,
0.09745221585035324,
-0.027383312582969666,
0.042523715645074844,
0.06427272409200668,
0.08539587259292603,
0.0057475026696920395,
0.021075572818517685,
0.02779214270412922,
0.009702497161924839,
0.030201418325304985,
0.0668308287858963,
0.018658379092812538,
0.03465787693858147,
0.08392118662595749,
0.05816476792097092,
0.02939041331410408,
-0.03817596286535263,
0.05378963053226471,
-0.04223586991429329,
0.0738694816827774,
0.04054504260420799,
-0.02708294615149498,
0.04790674149990082,
0.0328364335000515,
-0.008954132907092571,
0.02377864345908165,
0.046717800199985504,
0.010991150513291359,
-0.022209802642464638,
-0.05554796755313873,
-0.0399615652859211,
0.039503127336502075,
0.008547455072402954,
0.042887117713689804,
0.050858914852142334,
0.053933657705783844,
-0.046006109565496445,
0.014726980589330196,
0.03843499347567558,
0.038302190601825714,
-0.0014208164066076279,
0.03143530711531639,
0.13282272219657898,
-0.03634732589125633,
0.034276191145181656,
0.038840293884277344,
0.021319279447197914,
0.09977942705154419,
-0.026106681674718857,
-0.01876944489777088,
-0.07985255122184753,
-0.0480448380112648,
0.03343673795461655,
0.02805052138864994,
-0.00991885457187891,
0.004689639899879694,
0.008855327032506466,
-0.055966053158044815,
0.06652675569057465,
0.01365916058421135,
-0.10685530304908752,
-1.1854556552550487e-33,
-0.07681987434625626,
-0.002339276485145092,
0.023934386670589447,
0.09397632628679276,
-0.07434584200382233,
0.0238313190639019,
0.05092897638678551,
-0.11312058568000793,
-0.014480948448181152,
0.04781709983944893,
0.014666400849819183,
0.02668999880552292,
-0.047064002603292465,
-0.011629408225417137,
-0.0016024685464799404,
0.0028384756296873093,
-0.046305932104587555,
-0.020927872508764267,
-0.024447258561849594,
0.01254439726471901,
0.10568288713693619,
-0.012971356511116028,
-0.015701696276664734,
0.09720727056264877,
0.049706120043992996,
0.09646422415971756,
-0.01299075037240982,
-0.05870446935296059,
-0.004987201187759638,
-0.07419203966856003,
-0.02601434849202633,
-0.07664433121681213,
0.09066395461559296,
-0.036719147115945816,
0.005753903184086084,
-0.13379789888858795,
-0.006925086956471205,
0.019083986058831215,
0.04395982250571251,
0.0372195690870285,
0.04510052874684334,
0.0054806675761938095,
-0.08296878635883331,
0.09971553087234497,
0.010600605048239231,
0.00411553680896759,
-0.014957534149289131,
0.04545905441045761,
-0.021640239283442497,
-0.008816763758659363,
0.024484852328896523,
0.004725086502730846,
-0.044304005801677704,
-0.009321627207100391,
-0.01889716275036335,
0.010037707164883614,
-0.03936779126524925,
0.019693220034241676,
-0.012961495667696,
0.0911547839641571,
-0.12822966277599335,
0.037443164736032486,
0.08659841865301132,
-0.01661950722336769,
0.03771321848034859,
0.054786186665296555,
-0.009330786764621735,
0.016037510707974434,
-0.07922295480966568,
-0.011332035064697266,
0.011042352765798569,
0.012657366693019867,
0.04232034087181091,
-0.06426312774419785,
-0.07895924896001816,
-0.05056960880756378,
0.04428365081548691,
0.05645039305090904,
0.08008813858032227,
0.10543037950992584,
0.005202754400670528,
0.0234948992729187,
-0.05994424968957901,
-0.010953343473374844,
-0.054659247398376465,
0.014219893142580986,
0.06639157235622406,
-0.01302412897348404,
0.0011124525917693973,
0.03339263051748276,
0.006145752500742674,
0.10797851532697678,
-0.0009058726136572659,
-0.14179864525794983,
-0.04312855750322342,
-1.8069970408873814e-8,
0.01232939213514328,
0.01875612884759903,
-0.014507855288684368,
0.02262088842689991,
-0.005029184743762016,
0.023963196203112602,
-0.02754010632634163,
-0.027877047657966614,
0.0038591998163610697,
-0.0007262303843162954,
0.0450102724134922,
-0.045700352638959885,
-0.06514458358287811,
-0.010809135623276234,
0.07430717349052429,
-0.08966366946697235,
0.01360971387475729,
0.0038405554369091988,
-0.041553717106580734,
-0.016000928357243538,
-0.05888117477297783,
0.0394272655248642,
0.04006702080368996,
-0.07587718963623047,
-0.02009991742670536,
0.011849161237478256,
-0.05282554030418396,
0.15517906844615936,
0.00823828112334013,
0.045955196022987366,
0.05269857868552208,
-0.02563604526221752,
0.01088223047554493,
0.057875070720911026,
-0.02778509072959423,
0.020632779225707054,
0.00008717447781236842,
0.0828036218881607,
0.022614173591136932,
-0.03244711458683014,
-0.08333416283130646,
-0.028309503570199013,
-0.04339825361967087,
0.03355016931891441,
-0.04612433910369873,
-0.03329070657491684,
-0.014298656955361366,
-0.03334106504917145,
-0.011557535268366337,
-0.03008824773132801,
-0.049171146005392075,
0.08620220422744751,
-0.06853340566158295,
0.0519394725561142,
-0.06027228385210037,
0.015459236688911915,
-0.08321482688188553,
-0.1623908132314682,
-0.1505507230758667,
0.05540446564555168,
0.010181254707276821,
0.02804301306605339,
-0.05472498759627342,
0.015059398487210274
] | li | Precision@5, Precision@10 | [
"articles",
"articles/hybrid-search"
] | 3,985 |
[
"On Hybrid Search - Qdrant",
"Quality metrics"
] | /articles/hybrid-search/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > ul:nth-of-type(6) > li:nth-of-type(5) | [
-0.05329827964305878,
0.009223503060638905,
-0.03993683680891991,
-0.004728282336145639,
0.01945989951491356,
0.14735445380210876,
0.11112397909164429,
0.047187190502882004,
0.019304582849144936,
-0.032546091824769974,
0.03648638352751732,
-0.00832240842282772,
-0.019793514162302017,
-0.03499170392751694,
-0.08331865072250366,
0.02482098527252674,
-0.024035068228840828,
0.05310235172510147,
-0.07385842502117157,
-0.05893511325120926,
0.018081672489643097,
0.004328844137489796,
0.11218371242284775,
0.08933565765619278,
-0.021543052047491074,
-0.043451450765132904,
-0.02823258377611637,
0.020739929750561714,
-0.05402994155883789,
-0.09274107217788696,
-0.007198255974799395,
0.05761545151472092,
-0.03697291761636734,
-0.026314454153180122,
-0.06023713946342468,
0.009012170135974884,
-0.104462631046772,
-0.040776971727609634,
0.05161934345960617,
-0.015939321368932724,
-0.025716839358210564,
-0.07619814574718475,
-0.05628447234630585,
0.016134977340698242,
-0.004601167049258947,
0.019843071699142456,
-0.029158050194382668,
0.030270488932728767,
-0.00963322538882494,
-0.035447921603918076,
-0.05952524393796921,
0.0462525300681591,
-0.05428824946284294,
0.003590914886444807,
-0.042541470378637314,
0.009000186808407307,
0.004039814695715904,
-0.024829497560858727,
-0.0046621765941381454,
-0.026622911915183067,
-0.008703146129846573,
-0.08285944908857346,
-0.1129172220826149,
-0.030497992411255836,
-0.03729232773184776,
-0.06998024880886078,
-0.03258282691240311,
-0.06499665975570679,
0.034257493913173676,
0.005247011780738831,
0.009247273206710815,
0.023671936243772507,
0.03947609290480614,
-0.05687101185321808,
0.00862767081707716,
0.08395320922136307,
-0.019561531022191048,
-0.057227931916713715,
-0.0013594126794487238,
0.025445042178034782,
-0.06389067322015762,
-0.07770281285047531,
-0.014574747532606125,
-0.0017475007334724069,
0.029622478410601616,
-0.02897232212126255,
0.012718354351818562,
0.05490046367049217,
0.026115190237760544,
0.02367204800248146,
-0.023412087932229042,
-0.06837505102157593,
0.02935723587870598,
-0.03992687538266182,
-0.02059829607605934,
0.05419289320707321,
0.03163372725248337,
-0.08282975107431412,
-0.10258249938488007,
0.049726273864507675,
0.10141950100660324,
0.0612281933426857,
-0.03865371271967888,
-0.01971369795501232,
0.015434104017913342,
-0.039949942380189896,
0.06204853951931,
-0.019438061863183975,
0.048909638077020645,
-0.0954035297036171,
0.010091832838952541,
0.057876184582710266,
0.012191960588097572,
0.07702431827783585,
-0.014292998239398003,
-0.05168916657567024,
-0.07717835903167725,
-0.01477424893528223,
0.04857560247182846,
0.001603687764145434,
-0.041020773351192474,
0.00926146563142538,
0.0522819384932518,
0.019841643050312996,
-0.08411747962236404,
-0.02357524074614048,
0.005517035257071257,
-1.028178827383346e-33,
0.040787793695926666,
0.00027276313630864024,
-0.0548950619995594,
0.030445212498307228,
-0.007204837165772915,
-0.0328485481441021,
-0.08184356242418289,
0.010052325204014778,
-0.05337151512503624,
-0.08091515302658081,
0.021013814955949783,
-0.068174809217453,
0.01195064652711153,
0.05202658846974373,
0.00534500926733017,
-0.02328377589583397,
-0.05489172413945198,
0.07518595457077026,
-0.008702127262949944,
0.02487390674650669,
-0.02982673980295658,
0.03869690001010895,
0.07197710871696472,
-0.026206141337752342,
0.020805049687623978,
0.0256360936909914,
-0.03932429850101471,
0.017448244616389275,
0.05815526470541954,
0.05402876436710358,
-0.009148810058832169,
0.04293457791209221,
0.04018993303179741,
0.03175707161426544,
0.051924195140600204,
0.06723889708518982,
0.042621687054634094,
0.03370240330696106,
0.014250446110963821,
-0.06813023239374161,
-0.006939015816897154,
-0.004023419693112373,
-0.013516444712877274,
-0.029973311349749565,
0.019852306693792343,
-0.0614132359623909,
0.02647259272634983,
0.0489051453769207,
-0.006223106756806374,
0.00968114659190178,
-0.009518546983599663,
0.010443609207868576,
-0.015559444203972816,
0.028720056638121605,
0.04086565598845482,
-0.014611445367336273,
0.025615105405449867,
0.019283248111605644,
0.024213477969169617,
0.12127459049224854,
0.10530700534582138,
0.06873496621847153,
0.044881921261548996,
0.037643738090991974,
-0.04095065966248512,
0.006705037783831358,
0.027002673596143723,
0.009166989475488663,
-0.011427143588662148,
0.003653081366792321,
0.044607967138290405,
-0.020285656675696373,
-0.02950972504913807,
0.05528906732797623,
0.008686568588018417,
0.0014219286385923624,
0.09756506979465485,
0.008047228679060936,
-0.01815674640238285,
-0.0439891591668129,
-0.014372767880558968,
-0.038156334310770035,
-0.03617626056075096,
0.06095767393708229,
-0.062047503888607025,
0.013441953808069229,
0.07985934615135193,
-0.07793182134628296,
-0.02978615090250969,
0.040108826011419296,
-0.007926749996840954,
-0.09955355525016785,
0.08263994008302689,
0.035318683832883835,
-0.062444448471069336,
-2.2361202890783086e-35,
0.00975017249584198,
0.02728673629462719,
0.004806028679013252,
0.0029463842511177063,
-0.02232716791331768,
-0.02521345019340515,
0.00020476874487940222,
0.0455547533929348,
-0.02575116977095604,
-0.018766863271594048,
-0.028909100219607353,
0.04939648136496544,
-0.025899382308125496,
0.02583710290491581,
-0.024486660957336426,
-0.015186075121164322,
0.030215321108698845,
-0.0715368241071701,
-0.05448101833462715,
0.03408637270331383,
0.07171320170164108,
-0.04761499539017677,
0.007399098016321659,
0.1077771708369255,
-0.03836087882518768,
0.08733920753002167,
0.04961077496409416,
-0.049847181886434555,
-0.02102128602564335,
-0.10240507870912552,
-0.043439652770757675,
-0.00032006006222218275,
0.06516968458890915,
0.07038003951311111,
0.05188539996743202,
-0.08297578245401382,
0.07326776534318924,
-0.013154598884284496,
-0.03397964686155319,
0.09307954460382462,
0.10469470173120499,
0.0659695640206337,
-0.07686012983322144,
0.14522263407707214,
-0.016553709283471107,
-0.04840148612856865,
-0.027476249262690544,
0.02258484624326229,
0.03899354115128517,
0.07412335276603699,
-0.04616687819361687,
-0.045467719435691833,
-0.060405831784009933,
-0.02433483488857746,
-0.0420435331761837,
-0.013386758044362068,
0.04375699162483215,
-0.029360001906752586,
-0.02631336823105812,
0.05797503516077995,
-0.0838426798582077,
0.08218389004468918,
-0.01606319285929203,
-0.06761008501052856,
0.08511336892843246,
0.006143319886177778,
0.0017762674251571298,
-0.004671466536819935,
-0.08583669364452362,
0.05985648185014725,
0.056417062878608704,
0.09036709368228912,
-0.05741860345005989,
-0.1101175993680954,
-0.011691339313983917,
-0.004667483735829592,
-0.06689098477363586,
0.08691506087779999,
-0.0013276474783197045,
0.023113390430808067,
-0.08699528872966766,
-0.03758592531085014,
-0.037342071533203125,
0.04751326143741608,
-0.0414724200963974,
0.04141387715935707,
0.10289356112480164,
0.012835589237511158,
0.023536326363682747,
0.009024524129927158,
-0.017406538128852844,
0.0732007697224617,
0.04608641564846039,
-0.004593950230628252,
-0.05161155015230179,
-1.7148963138424733e-8,
-0.05649164691567421,
0.027251146733760834,
0.03175680711865425,
0.06823047995567322,
0.06960839778184891,
0.005291308742016554,
-0.057199105620384216,
0.05225258693099022,
-0.0342177152633667,
0.00385280535556376,
0.057815004140138626,
-0.022350724786520004,
-0.09102492779493332,
0.020813696086406708,
0.03533770516514778,
-0.06293935328722,
0.02213452011346817,
0.08340904861688614,
-0.017042791470885277,
-0.011920011602342129,
-0.013637357391417027,
-0.0077085113152861595,
0.09869471192359924,
-0.034019120037555695,
0.015790101140737534,
-0.04423355311155319,
0.0520227812230587,
0.12723320722579956,
0.01291135884821415,
0.0850212350487709,
0.040665432810783386,
-0.014333754777908325,
-0.043863799422979355,
-0.030764415860176086,
-0.06927930563688278,
0.050547461956739426,
0.005045228637754917,
-0.004071343224495649,
0.10357489436864853,
-0.014962294138967991,
-0.03359970450401306,
-0.08387262374162674,
0.026990724727511406,
0.03184446319937706,
-0.08582509309053421,
-0.031056417152285576,
-0.032961614429950714,
-0.056003715842962265,
0.02249574474990368,
-0.08061619848012924,
-0.07390476763248444,
0.046732962131500244,
0.02829650230705738,
0.10665152966976166,
0.07871372997760773,
0.05315075069665909,
0.0351252481341362,
-0.10051222890615463,
-0.05203079804778099,
-0.007848245091736317,
0.08588249236345291,
0.02842538431286812,
-0.11162804812192917,
0.025224430486559868
] | li | Recall@5, Recall@10 | [
"articles",
"articles/hybrid-search"
] | 3,986 |
[
"On Hybrid Search - Qdrant",
"Quality metrics"
] | /articles/hybrid-search/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(24) | [
0.02884713187813759,
-0.06246207654476166,
-0.08248226344585419,
0.006016754545271397,
-0.024192187935113907,
0.011835772544145584,
-0.09169741719961166,
0.085652656853199,
0.011671599932014942,
-0.06378325819969177,
-0.03820260241627693,
-0.05254299193620682,
0.04253392666578293,
0.010394132696092129,
-0.024893002584576607,
-0.08161851763725281,
0.046719662845134735,
0.031594645231962204,
0.02276153862476349,
-0.042945198714733124,
0.06845102459192276,
0.008796332404017448,
-0.03169004246592522,
-0.048933833837509155,
0.05927300080657005,
-0.02895228937268257,
-0.045080240815877914,
0.01485531311482191,
-0.02210659720003605,
-0.04792529717087746,
-0.010449765250086784,
0.003110263030976057,
-0.010545958764851093,
0.03652352839708328,
-0.0662219226360321,
0.03140130266547203,
0.017703447490930557,
-0.01909126713871956,
-0.009547918103635311,
-0.07061662524938583,
-0.016365159302949905,
0.032049134373664856,
0.12021375447511673,
0.0313027985394001,
-0.02740759775042534,
0.032406192272901535,
-0.1429373025894165,
0.02986394427716732,
-0.030627131462097168,
0.03526584431529045,
0.0023693705443292856,
0.05724271759390831,
-0.0204121395945549,
0.025652524083852768,
0.04729503393173218,
0.11955036967992783,
-0.022619223222136497,
-0.029288994148373604,
-0.07110771536827087,
-0.03190372511744499,
-0.05161788687109947,
0.005288956221193075,
-0.07376490533351898,
0.03179743140935898,
0.09538586437702179,
0.024751627817749977,
0.04696974530816078,
0.02632654644548893,
-0.06304620951414108,
-0.04944458231329918,
-0.04007883742451668,
-0.014450893737375736,
0.016178017482161522,
0.04192069172859192,
0.001429849537089467,
0.12308095395565033,
-0.08484360575675964,
-0.01282912865281105,
0.04531359672546387,
-0.03655730560421944,
0.034926362335681915,
0.08585868775844574,
-0.0313180647790432,
0.004395651165395975,
0.06965108215808868,
0.0024867248721420765,
0.010978651233017445,
0.0013356877025216818,
0.023653222247958183,
-0.04860575869679451,
0.0242534838616848,
0.04497211426496506,
0.05784810334444046,
0.004961738828569651,
-0.06527913361787796,
0.02699091099202633,
-0.02900385856628418,
-0.014604827389121056,
0.07265619188547134,
0.018906759098172188,
-0.04299905523657799,
0.11735956370830536,
-0.015081745572388172,
-0.04014343023300171,
0.07238104194402695,
0.05216888338327408,
0.040645863860845566,
0.05510808527469635,
0.03217502683401108,
-0.052345193922519684,
0.03342926502227783,
0.06874294579029083,
0.023140903562307358,
0.04532158747315407,
0.057674746960401535,
-0.0029242788441479206,
-0.014426076784729958,
0.044378284364938736,
0.09058304876089096,
0.020149394869804382,
-0.055681146681308746,
-0.08040003478527069,
0.021179018542170525,
-0.030668463557958603,
0.049406856298446655,
0.07838312536478043,
-0.0011629856890067458,
2.3832745723448707e-33,
-0.07269514352083206,
-0.05789750814437866,
0.10468177497386932,
-0.026220304891467094,
-0.037129342555999756,
0.004647113848477602,
-0.10861183702945709,
0.012514365836977959,
0.01275230199098587,
-0.005585985723882914,
-0.04906574264168739,
0.11246459931135178,
-0.016265586018562317,
0.005104629322886467,
0.0887032225728035,
0.0339186005294323,
-0.00990995205938816,
0.029864011332392693,
-0.04608310014009476,
0.03685468062758446,
0.026802241802215576,
0.046904440969228745,
0.026287948712706566,
-0.03705323487520218,
0.14001068472862244,
-0.034281302243471146,
0.008615104481577873,
0.02746170200407505,
-0.060666702687740326,
-0.04957063868641853,
0.04458610713481903,
-0.037882957607507706,
-0.05348097160458565,
0.0530509278178215,
-0.06399000436067581,
-0.021120809018611908,
0.038037221878767014,
0.037098683416843414,
0.0051964446902275085,
-0.07010454684495926,
-0.019248241558670998,
0.0034291755873709917,
-0.04190497100353241,
-0.0852213054895401,
-0.06147635728120804,
0.01695040985941887,
-0.05461474135518074,
-0.0723222941160202,
0.05457022786140442,
0.003492057090625167,
0.07489456236362457,
0.04327622056007385,
-0.029051892459392548,
-0.013795537874102592,
-0.005437948741018772,
-0.012760425917804241,
0.016237659379839897,
-0.014564868062734604,
0.022981561720371246,
0.06544242799282074,
-0.023474371060729027,
-0.0446559339761734,
0.03160625323653221,
-0.1338990330696106,
0.010530318133533001,
0.03565625101327896,
-0.013981272466480732,
-0.050071313977241516,
0.04169507324695587,
-0.007359317969530821,
0.005284071434289217,
-0.024795856326818466,
0.04016188532114029,
0.05272534117102623,
0.014858851209282875,
-0.03187933191657066,
0.0054728323593735695,
-0.021173793822526932,
0.021375585347414017,
-0.03428107872605324,
-0.06339778751134872,
0.028344767168164253,
-0.045281071215867996,
-0.09137404710054398,
0.04410145431756973,
0.00011327411630190909,
-0.013107883743941784,
-0.005161159671843052,
-0.13110226392745972,
0.0007848145323805511,
-0.06223804131150246,
0.06646259874105453,
-0.03187088668346405,
0.05345478281378746,
-0.020814573392271996,
-2.7858879996572276e-33,
-0.09295975416898727,
0.047189317643642426,
-0.005214968230575323,
0.06977857649326324,
0.08748181909322739,
-0.015190713107585907,
-0.006847382988780737,
-0.06810091435909271,
-0.0218773502856493,
0.024585222825407982,
0.04596292972564697,
0.007770884316414595,
-0.004389426205307245,
0.05134522169828415,
0.03596869856119156,
0.00789005309343338,
-0.016824664548039436,
-0.003106315853074193,
-0.01494769286364317,
0.0667870044708252,
0.05769795924425125,
0.11148102581501007,
-0.0547465942800045,
0.008265717886388302,
0.03540220111608505,
0.06262404471635818,
-0.0420517772436142,
-0.0685914009809494,
-0.04217973351478577,
-0.06958609074354172,
0.09549782425165176,
0.005889866966754198,
-0.0248296819627285,
0.016285263001918793,
-0.009801175445318222,
-0.04433876648545265,
0.021902460604906082,
-0.0730266347527504,
-0.05543619394302368,
0.09728582203388214,
0.024370193481445312,
0.04346902295947075,
-0.09974914789199829,
-0.0018224755767732859,
0.007376321125775576,
0.08255597203969955,
0.024662388488650322,
-0.05291081219911575,
0.0056997546926140785,
-0.019547903910279274,
0.02368653379380703,
0.017284289002418518,
-0.1100357174873352,
0.022908944636583328,
-0.028387485072016716,
-0.0003996915474999696,
0.0524485744535923,
-0.0369902141392231,
-0.03558432310819626,
0.021940071135759354,
0.043932005763053894,
-0.05139043927192688,
-0.05070561170578003,
0.06442870199680328,
0.017714107409119606,
0.03771025687456131,
0.058382175862789154,
0.011990557424724102,
-0.0217905230820179,
0.0614885538816452,
0.022724054753780365,
0.0730309784412384,
0.04754836484789848,
-0.049700845032930374,
-0.021458040922880173,
0.026041526347398758,
0.016888566315174103,
0.01742071658372879,
-0.02841160260140896,
-0.014746884815394878,
-0.08643168956041336,
-0.016122540459036827,
0.014155212789773941,
0.05656778812408447,
-0.10662819445133209,
0.03991560637950897,
0.10139980167150497,
-0.0627504363656044,
0.007645764388144016,
0.032708313316106796,
-0.10125187039375305,
0.009443050250411034,
-0.015885477885603905,
-0.09455700218677521,
-0.002778072142973542,
-2.675205479363285e-8,
-0.02985391765832901,
-0.09264412522315979,
-0.005288301967084408,
0.048235367983579636,
-0.13736991584300995,
0.10129573196172714,
-0.1135454997420311,
0.015938924625515938,
-0.07912883907556534,
-0.008993672206997871,
0.045802854001522064,
-0.03945697844028473,
-0.09373538196086884,
0.0282899159938097,
0.02288740500807762,
-0.025452671572566032,
-0.008940762840211391,
0.09695159643888474,
-0.056637346744537354,
0.015521751716732979,
0.018214121460914612,
0.08593326061964035,
0.02244453877210617,
0.04048403725028038,
-0.04984152317047119,
0.04078802466392517,
0.0006841465947218239,
-0.005669104866683483,
0.02256695367395878,
0.0017789609264582396,
0.030603917315602303,
-0.025855759158730507,
0.021486148238182068,
-0.04817986860871315,
0.11187486350536346,
-0.009120194241404533,
-0.05651861056685448,
0.061624541878700256,
0.06672777980566025,
0.09163389354944229,
-0.04025597497820854,
0.0007037947070784867,
-0.0679444745182991,
0.07464312762022018,
0.049609992653131485,
-0.06299812346696854,
0.027448631823062897,
0.015660816803574562,
0.02318207360804081,
-0.04077624902129173,
-0.00045943711302243173,
-0.10170075297355652,
-0.05844432860612869,
-0.0770641565322876,
0.0569588765501976,
-0.04943206533789635,
-0.04192007705569267,
0.004534054547548294,
0.00980694405734539,
0.021167954429984093,
0.0067910198122262955,
-0.08735121041536331,
-0.01205890066921711,
0.009082072414457798
] | p | Since both systems return a score for each result, we could use DCG and NDCG metrics. | [
"articles",
"articles/hybrid-search"
] | 3,987 |
[
"On Hybrid Search - Qdrant",
"Quality metrics"
] | /articles/hybrid-search/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(24) | [
0.08625062555074692,
-0.0795368105173111,
-0.05830913782119751,
-0.035550810396671295,
-0.007633273955434561,
0.05062549561262131,
-0.030151134356856346,
-0.052885428071022034,
-0.056838758289813995,
-0.021312890574336052,
-0.01194474846124649,
0.007140947040170431,
0.0610077828168869,
-0.02199997939169407,
-0.04380849003791809,
-0.020853733643889427,
-0.02485310286283493,
-0.012566715478897095,
-0.001921001123264432,
-0.014857170172035694,
-0.013325879350304604,
0.06329577416181564,
0.022678492590785027,
0.021213460713624954,
0.07174661755561829,
-0.03907443583011627,
-0.053921617567539215,
0.05349162593483925,
0.05992722883820534,
0.010631188750267029,
-0.017489049583673477,
0.08541587740182877,
0.040432728826999664,
0.02007681131362915,
-0.05690920352935791,
-0.03422332555055618,
-0.04162013530731201,
0.0036995436530560255,
0.025871573016047478,
-0.0537162609398365,
0.04822573810815811,
-0.052480388432741165,
0.05638781934976578,
0.0016746189212426543,
0.022384678944945335,
-0.010167471133172512,
-0.15440919995307922,
-0.04204297438263893,
-0.054900407791137695,
0.03919214755296707,
-0.08655311912298203,
0.04696016386151314,
-0.0613173246383667,
0.054632168263196945,
0.017057040706276894,
0.0576724149286747,
-0.05234682932496071,
0.03275167569518089,
0.020645473152399063,
-0.08761369436979294,
-0.005786371883004904,
-0.02689336985349655,
-0.07157963514328003,
-0.006568083073943853,
0.05437670275568962,
0.02869275212287903,
0.0016055306186899543,
-0.06500677019357681,
0.0030877282842993736,
-0.034348227083683014,
0.039063550531864166,
-0.05304982513189316,
0.07572097331285477,
0.04199047386646271,
0.06174008920788765,
0.08636191487312317,
-0.05162936449050903,
0.011974507942795753,
-0.02286108210682869,
0.031821586191654205,
-0.0793081745505333,
-0.08116644620895386,
0.06627697497606277,
0.00913348887115717,
-0.0015873854281380773,
-0.022629424929618835,
0.011065097525715828,
-0.03476996719837189,
-0.057080868631601334,
0.033640261739492416,
0.08146068453788757,
-0.0481782928109169,
-0.05420687049627304,
-0.0057593462988734245,
0.010666833259165287,
-0.033400677144527435,
0.00607493007555604,
-0.011879590339958668,
0.02937004342675209,
0.04529288038611412,
-0.09277278184890747,
0.08673671633005142,
-0.06883425265550613,
-0.055829089134931564,
-0.024990880861878395,
-0.010637141764163971,
0.08141515403985977,
0.06251153349876404,
0.10121582448482513,
-0.02154618687927723,
0.030419493094086647,
0.007710389792919159,
0.06193810701370239,
0.027695273980498314,
0.015469986014068127,
-0.04056249558925629,
0.0002966788306366652,
0.020397217944264412,
0.06630771607160568,
0.026425255462527275,
0.02592957578599453,
0.048816826194524765,
-0.010057911276817322,
-0.06323324888944626,
-0.07205235213041306,
-0.02847222611308098,
-0.041170183569192886,
1.1622842738774413e-33,
0.061748307198286057,
-0.01394275575876236,
0.06664549559354782,
0.037268731743097305,
-0.033508919179439545,
0.03558659926056862,
-0.050019048154354095,
0.0023373726289719343,
-0.02389339916408062,
-0.06363526731729507,
-0.05661170557141304,
0.030810751020908356,
0.03234811872243881,
-0.0021389166358858347,
0.13192318379878998,
0.028582042083144188,
-0.01453548762947321,
-0.0350048765540123,
-0.0007077771006152034,
0.08645994961261749,
0.1004701629281044,
-0.01762479916214943,
-0.02315077744424343,
-0.12464496493339539,
-0.02436065301299095,
0.05318914353847504,
0.029895111918449402,
0.039821017533540726,
-0.0320703461766243,
0.019268425181508064,
-0.02823471836745739,
-0.02629600279033184,
-0.03062966838479042,
-0.02014780417084694,
0.005449582822620869,
-0.007496190723031759,
-0.017777910456061363,
0.035720959305763245,
-0.005343564786016941,
-0.06754055619239807,
0.012594644911587238,
0.02951490692794323,
-0.08786212652921677,
-0.03189721331000328,
-0.023553086444735527,
0.001393284066580236,
0.05373769253492355,
-0.023205338045954704,
-0.011118284426629543,
0.06225297227501869,
-0.05046422779560089,
0.03170789033174515,
0.0010435715084895492,
-0.06558918952941895,
0.0009923038305714726,
0.06696874648332596,
0.059807971119880676,
0.07347636669874191,
-0.08823531866073608,
0.016277316957712173,
0.044710561633110046,
0.021392516791820526,
-0.025093594565987587,
-0.04473240301012993,
0.01749449223279953,
0.06986868381500244,
0.019365515559911728,
-0.0003735907084774226,
0.04512547329068184,
-0.07517163455486298,
0.00556734437122941,
-0.0008454151102341712,
0.09790495038032532,
-0.019903451204299927,
-0.013863299041986465,
-0.054643332958221436,
0.04985258728265762,
-0.0014587376499548554,
0.03135666251182556,
-0.08141455799341202,
0.06440301984548569,
-0.07278165966272354,
-0.02599627897143364,
-0.07800953835248947,
-0.01110417116433382,
0.06646207720041275,
0.018254319205880165,
-0.03193268924951553,
-0.013526178896427155,
-0.014509323053061962,
0.004777111113071442,
-0.0850219652056694,
-0.05966097488999367,
0.006013964768499136,
-0.10574805736541748,
-6.780933753279408e-34,
-0.08030907064676285,
0.02256540209054947,
-0.07012618333101273,
0.012062900699675083,
0.024311719462275505,
-0.006871782708913088,
0.10101084411144257,
0.04244331642985344,
0.030656808987259865,
0.03005387634038925,
0.1239246279001236,
0.020634818822145462,
-0.06891518831253052,
0.076982282102108,
0.02363995462656021,
0.004739613272249699,
0.013600999489426613,
0.024250280112028122,
-0.07880673557519913,
-0.010627461597323418,
0.010785974562168121,
0.13772371411323547,
-0.014432904310524464,
0.05884745717048645,
-0.01603884808719158,
0.094910629093647,
0.016546668484807014,
0.006578174419701099,
-0.041606657207012177,
0.003305954858660698,
0.0649430900812149,
0.0016682326095178723,
-0.0579448901116848,
-0.06846877932548523,
-0.0554993636906147,
-0.02067756839096546,
-0.01589396968483925,
-0.014669015072286129,
-0.10291586071252823,
0.10286926478147507,
-0.004989678505808115,
0.07329846918582916,
-0.09209389984607697,
0.025046365335583687,
0.03614652156829834,
0.022153127938508987,
0.060903310775756836,
-0.010980443097651005,
0.08094348758459091,
0.02642999030649662,
-0.07234912365674973,
0.019715407863259315,
-0.01641472987830639,
0.039254918694496155,
-0.021314207464456558,
-0.08020398765802383,
-0.011298571713268757,
0.03950721397995949,
-0.07073350250720978,
0.022325759753584862,
0.07187196612358093,
0.040345825254917145,
-0.025342948734760284,
0.051772117614746094,
0.04309874773025513,
0.07129055261611938,
-0.027030477300286293,
0.03689227253198624,
0.018496068194508553,
0.04253111407160759,
-0.07901832461357117,
-0.03276741877198219,
0.03981998190283775,
-0.0133122019469738,
-0.049902383238077164,
0.028266970068216324,
-0.025711705908179283,
0.12129009515047073,
-0.05663459375500679,
-0.08914805948734283,
0.03911518305540085,
-0.018004264682531357,
-0.07953184843063354,
0.09287380427122116,
-0.01637900620698929,
-0.08517485857009888,
0.055777110159397125,
-0.05492130666971207,
0.032848555594682693,
0.03405822440981865,
-0.023922575637698174,
0.050383973866701126,
0.055754125118255615,
-0.01678713597357273,
-0.0433560311794281,
-1.6737345731598907e-8,
-0.016998987644910812,
-0.0034650941379368305,
-0.1246522068977356,
0.11190952360630035,
-0.0864926353096962,
0.08179359883069992,
-0.050825074315071106,
-0.06450144201517105,
-0.0027043588925153017,
0.06379187852144241,
0.053800903260707855,
-0.10696292668581009,
-0.09882495552301407,
-0.03440774977207184,
-0.014231695793569088,
0.03939216956496239,
-0.07528992742300034,
0.016305387020111084,
-0.028265330940485,
0.027216194197535515,
-0.027418270707130432,
0.00592570286244154,
-0.013262859545648098,
0.0828898474574089,
0.006088878493756056,
0.016259009018540382,
0.019928837195038795,
0.007277945056557655,
0.0038195967208594084,
0.02106008492410183,
0.026909586042165756,
-0.013428295962512493,
0.08309601992368698,
-0.006216894835233688,
0.07145976275205612,
0.05153381824493408,
0.004014120902866125,
0.07105936110019684,
-0.007100370246917009,
0.07175539433956146,
-0.03530258685350418,
-0.13291707634925842,
-0.048414476215839386,
0.06785279512405396,
0.08045166730880737,
-0.0327451191842556,
-0.06388506293296814,
0.033024754375219345,
0.029209371656179428,
-0.0625685304403305,
0.018671147525310516,
-0.034516606479883194,
-0.04645400494337082,
-0.02943909913301468,
0.03355329856276512,
0.005977380555123091,
0.011038859374821186,
0.014306343160569668,
0.020116522908210754,
-0.036992937326431274,
0.06059669703245163,
-0.0658063143491745,
0.06142527237534523,
0.00800984539091587
] | p | However, BM25 scores are not | [
"articles",
"articles/hybrid-search"
] | 3,988 |
[
"On Hybrid Search - Qdrant",
"Quality metrics"
] | /articles/hybrid-search/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(24) | [
0.05038842186331749,
-0.009043020196259022,
-0.04904044046998024,
0.03154924139380455,
-0.0595708042383194,
0.014096901752054691,
-0.016775215044617653,
-0.012996931560337543,
-0.06325819343328476,
0.03538823127746582,
0.04125072807073593,
0.042715370655059814,
-0.02079072780907154,
0.056480783969163895,
-0.0374111607670784,
-0.002195976674556732,
0.03877417743206024,
0.027608543634414673,
-0.09043986350297928,
-0.02066788636147976,
0.004936418030411005,
0.021421167999505997,
0.016412729397416115,
-0.022126276046037674,
0.050935640931129456,
-0.033676877617836,
0.011578732170164585,
0.04507767781615257,
0.0813727006316185,
-0.06485816836357117,
-0.05497986078262329,
0.04031235724687576,
0.14163623750209808,
0.07152141630649567,
-0.03172527626156807,
-0.04984617978334427,
-0.06539660692214966,
0.014271192252635956,
0.018281374126672745,
0.010051188059151173,
0.002934313379228115,
-0.08992660045623779,
-0.053721990436315536,
-0.018617060035467148,
-0.08939622342586517,
0.028889125213027,
-0.013404942117631435,
-0.06441687792539597,
0.06645839661359787,
0.0014084039721637964,
0.0007902226061560214,
0.028345901519060135,
-0.10022930800914764,
0.016056641936302185,
0.002539681503549218,
0.04758555069565773,
-0.03895712271332741,
-0.013222872279584408,
0.02667868882417679,
-0.0180166345089674,
-0.09468931704759598,
-0.009323574602603912,
-0.020953236147761345,
0.06608167290687561,
0.07641588151454926,
0.061289045959711075,
0.01056441105902195,
-0.007949781604111195,
-0.011101430281996727,
0.015919744968414307,
0.013763978146016598,
0.026338724419474602,
0.041003357619047165,
0.019724678248167038,
0.022921647876501083,
0.04539591819047928,
-0.054614584892988205,
0.007548266090452671,
-0.05690474808216095,
-0.004278774373233318,
-0.013820074498653412,
0.01511401403695345,
0.02999148704111576,
-0.01641174778342247,
0.14784464240074158,
0.11179937422275543,
-0.0708642527461052,
0.010248602367937565,
0.03994182124733925,
0.05290926992893219,
-0.05658123642206192,
-0.015901755541563034,
0.006481494288891554,
0.020469706505537033,
-0.10355330258607864,
-0.02222229167819023,
0.03808857500553131,
-0.017816925421357155,
0.0032913009636104107,
0.11387190222740173,
-0.003204947104677558,
-0.061947766691446304,
0.09308097511529922,
0.07946798205375671,
0.05599416792392731,
-0.06673415005207062,
0.08211758732795715,
0.005442438647150993,
-0.0074126520194113255,
0.0014873789623379707,
-0.006529130507260561,
-0.05126723274588585,
-0.012770089320838451,
-0.05623345822095871,
-0.05278132110834122,
0.004494904074817896,
0.016442906111478806,
0.015048046596348286,
0.003799258265644312,
-0.037292420864105225,
0.013752629980444908,
0.008967272005975246,
-0.043276142328977585,
0.02421531081199646,
-0.03586867079138756,
0.02045835368335247,
-0.014118628576397896,
-1.5524465527852015e-33,
0.02462434396147728,
-0.027527594938874245,
0.01899426244199276,
0.04361169785261154,
-0.12770740687847137,
0.03739944100379944,
-0.08327168971300125,
-0.03233902528882027,
-0.06977172195911407,
-0.011330890469253063,
0.12706433236598969,
0.059182144701480865,
-0.017876917496323586,
0.02903875522315502,
-0.03645592927932739,
0.06155518442392349,
0.042516596615314484,
0.10192619264125824,
-0.03164629265666008,
-0.08565086871385574,
0.032341182231903076,
0.08123740553855896,
-0.028482388705015182,
-0.04191785678267479,
-0.024818677455186844,
0.003000834723934531,
-0.00208497722633183,
-0.04342250898480415,
-0.05243692547082901,
-0.0001446834357921034,
0.004551369231194258,
-0.03378425911068916,
0.059910863637924194,
-0.0068730199709534645,
-0.024818161502480507,
0.10449040681123734,
0.0006206201505847275,
0.056105710566043854,
0.006203325465321541,
0.00484833400696516,
-0.01744675077497959,
0.05102323368191719,
0.023733746260404587,
-0.05110673978924751,
0.001260458491742611,
0.05148249492049217,
0.04215217009186745,
-0.018026188015937805,
0.009685599245131016,
-0.08659611642360687,
-0.01791291870176792,
-0.00933962780982256,
0.010456164367496967,
0.03173726424574852,
0.006686486769467592,
-0.030128438025712967,
0.05974353849887848,
-0.008219854906201363,
-0.029670650139451027,
-0.04946356639266014,
-0.022241484373807907,
-0.014465205371379852,
-0.01629599928855896,
-0.004749632440507412,
-0.02037746086716652,
0.03985270485281944,
0.008901192806661129,
-0.024480702355504036,
0.017903178930282593,
0.0043723261915147305,
-0.04024827852845192,
0.007425815332680941,
-0.015615471638739109,
0.08742433041334152,
-0.0457221195101738,
0.018227048218250275,
0.04535004496574402,
-0.0356089323759079,
-0.01903303898870945,
-0.043708063662052155,
-0.07723701000213623,
0.08615956455469131,
-0.10253988951444626,
0.054562654346227646,
0.0178267490118742,
-0.0966247171163559,
0.05808032676577568,
-0.026675952598452568,
-0.005735710263252258,
0.00516505865380168,
0.038504406809806824,
0.010348175652325153,
0.009743953123688698,
0.030847596004605293,
-0.06271237879991531,
1.3384428471012115e-33,
-0.004485265351831913,
0.0026010004803538322,
-0.1410704255104065,
0.09920591115951538,
-0.04198247566819191,
0.04551581293344498,
0.07758603990077972,
0.026148896664381027,
-0.03476710990071297,
0.002585864858701825,
0.1811848282814026,
-0.03271611034870148,
-0.006170133128762245,
-0.0314018651843071,
0.08796734362840652,
0.039801593869924545,
0.012709567323327065,
0.06002940982580185,
-0.03755293786525726,
-0.014181871898472309,
-0.028075609356164932,
0.04429793357849121,
-0.0534854531288147,
0.05181964859366417,
0.1036093682050705,
-0.007530656177550554,
-0.07977299392223358,
0.07591690123081207,
-0.03157977759838104,
-0.03982565179467201,
-0.03405115380883217,
0.00716571556404233,
-0.10811536759138107,
-0.04765355587005615,
-0.017583539709448814,
-0.016796648502349854,
-0.05281048268079758,
0.049683377146720886,
0.01578628644347191,
0.06861422955989838,
-0.024377813562750816,
0.04440410062670708,
-0.1263853758573532,
0.11410506069660187,
0.004845994524657726,
-0.018440939486026764,
0.02854672446846962,
-0.12695209681987762,
0.04263777658343315,
-0.02993912808597088,
-0.0723627507686615,
-0.06971168518066406,
0.060842644423246384,
-0.07953443378210068,
-0.04979623854160309,
0.09424877911806107,
0.025127874687314034,
0.01599270850419998,
0.00924347061663866,
0.029686609283089638,
0.06448818743228912,
0.007473472040146589,
-0.05780114233493805,
-0.030791688710451126,
-0.08517373353242874,
-0.043551865965127945,
0.014662985689938068,
0.05761004984378815,
-0.07171707600355148,
-0.07119306176900864,
-0.05214719474315643,
-0.00642871018499136,
-0.03146250173449516,
-0.04248367249965668,
-0.06589239090681076,
-0.13687549531459808,
0.10337783396244049,
0.016717102378606796,
0.0002546281029935926,
-0.008659974671900272,
0.013984274119138718,
0.03792756795883179,
0.03559568524360657,
-0.0016984998947009444,
0.015824679285287857,
0.02834133803844452,
0.04952714219689369,
0.007129446137696505,
0.024425258859992027,
0.028394624590873718,
-0.07649768143892288,
0.014759534038603306,
-0.004373000003397465,
0.05858030542731285,
-0.0985567644238472,
-1.4467368636417177e-8,
-0.17354807257652283,
-0.01880362257361412,
0.035454653203487396,
0.10743065923452377,
0.0594327487051487,
-0.0130161102861166,
-0.016586419194936752,
0.04078134149312973,
-0.033760737627744675,
-0.026573186740279198,
-0.02875201404094696,
-0.01253287959843874,
-0.07111269235610962,
-0.04922936111688614,
0.03714762255549431,
0.0007857866585254669,
-0.017154516652226448,
0.021652890369296074,
-0.05337820202112198,
-0.03796800971031189,
-0.05212583765387535,
0.034338828176259995,
-0.04229196906089783,
-0.00785137340426445,
0.027197834104299545,
0.009703297168016434,
0.012407812289893627,
0.055193863809108734,
0.04305368289351463,
0.052674781531095505,
0.006835510488599539,
0.07056207209825516,
0.06140201538801193,
-0.007778963539749384,
-0.05543168634176254,
0.029520174488425255,
-0.020378490909934044,
0.06188783794641495,
-0.00990484282374382,
0.021818427368998528,
0.04093855991959572,
0.006941949017345905,
-0.04219777137041092,
0.0003155354061163962,
-0.07838042825460434,
0.030850224196910858,
0.060495369136333466,
0.0005133600789122283,
0.0308140330016613,
-0.10097244381904602,
0.09149379283189774,
0.03018331341445446,
0.06454890966415405,
0.06111656501889229,
0.07045923173427582,
0.0035076686181128025,
0.07433963567018509,
0.06060316786170006,
-0.0011297407327219844,
0.008603190071880817,
0.009518789127469063,
0.02826591581106186,
-0.04639535769820213,
0.007014903239905834
] | p | normalized be default. | [
"articles",
"articles/hybrid-search"
] | 3,989 |
[
"On Hybrid Search - Qdrant",
"Quality metrics"
] | /articles/hybrid-search/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(24) | [
0.09766069799661636,
0.02245969884097576,
-0.04675416275858879,
-0.04722132161259651,
-0.035509221255779266,
0.020998453721404076,
-0.07720207422971725,
0.0064297826029360294,
-0.10906079411506653,
0.008974030613899231,
-0.05304674431681633,
0.0023269650992006063,
0.07891832292079926,
0.05460267886519432,
-0.061062492430210114,
-0.004299043212085962,
-0.022863831371068954,
0.012000672519207,
-0.12219887971878052,
-0.0023791713174432516,
0.035474762320518494,
0.08649653941392899,
0.009067385457456112,
-0.014396916143596172,
0.07469931989908218,
-0.07634541392326355,
0.035117536783218384,
0.03764628246426582,
0.056043002754449844,
-0.006516618654131889,
0.007453992962837219,
-0.0636424869298935,
0.16974540054798126,
0.05617294833064079,
-0.07211150228977203,
-0.07390468567609787,
-0.015293392352759838,
-0.019451817497611046,
-0.0002488016034476459,
0.0572020597755909,
0.039617639034986496,
0.006132276728749275,
0.009015897288918495,
-0.01082838885486126,
-0.0026366745587438345,
0.08037513494491577,
-0.1020788922905922,
-0.04480234533548355,
0.031759124249219894,
0.01872676983475685,
-0.051722947508096695,
0.11379224807024002,
-0.052580539137125015,
0.028640108183026314,
-0.004202567506581545,
0.04442589730024338,
-0.009804077446460724,
-0.09123343974351883,
0.048143696039915085,
-0.08824832737445831,
-0.05693837255239487,
-0.02476029098033905,
-0.010677404701709747,
0.0002541181747801602,
0.058846790343523026,
-0.07367288321256638,
-0.02635800652205944,
-0.01664651930332184,
0.06934879720211029,
0.056414104998111725,
-0.05518113821744919,
0.014523753896355629,
0.046025969088077545,
-0.00019917705503758043,
0.023859726265072823,
0.07639691978693008,
-0.09726163744926453,
-0.018939612433314323,
-0.006457001436501741,
-0.0518684908747673,
-0.01961427740752697,
-0.013408800587058067,
0.06987705826759338,
-0.017893249168992043,
0.09462233632802963,
0.05975743383169174,
-0.02317185327410698,
0.06802282482385635,
0.07110593467950821,
0.05777556821703911,
-0.01386977732181549,
0.037083812057971954,
-0.08118841052055359,
-0.013006522320210934,
-0.024680081754922867,
-0.0034913932904601097,
-0.020757881924510002,
-0.08762526512145996,
0.11180377751588821,
0.07388679683208466,
-0.0472719706594944,
0.01529698632657528,
0.033710744231939316,
-0.056013137102127075,
0.02112981118261814,
0.014173770323395729,
0.06936091929674149,
0.025542115792632103,
-0.021738838404417038,
-0.07118242233991623,
0.024916887283325195,
-0.05923064798116684,
0.014177517034113407,
-0.036013830453157425,
0.013898869045078754,
-0.04992559924721718,
0.008507819846272469,
0.10218317061662674,
0.02622477151453495,
-0.00357065605930984,
0.030818672850728035,
-0.0005466578877530992,
-0.017613738775253296,
0.06152424216270447,
-0.0567159466445446,
0.09287594258785248,
-0.0042037637904286385,
-9.953094339404624e-34,
0.0001309688377659768,
-0.05500499904155731,
0.01763135753571987,
0.060918036848306656,
-0.09364038705825806,
0.03746304661035538,
-0.0905766636133194,
-0.01846368983387947,
-0.014780060388147831,
0.030024945735931396,
0.08098340034484863,
0.07343004643917084,
-0.011031340807676315,
0.052013006061315536,
0.03668902814388275,
-0.015208953060209751,
0.06526520103216171,
0.024881577119231224,
-0.04970434308052063,
-0.008025776594877243,
0.03470124676823616,
-0.01728016696870327,
0.03997385501861572,
-0.03313803672790527,
-0.03480187803506851,
-0.028134120628237724,
-0.0687880590558052,
-0.041661571711301804,
-0.04987481236457825,
-0.03860725089907646,
-0.024725699797272682,
0.04126542806625366,
-0.11366087198257446,
-0.022671440616250038,
0.02463720180094242,
0.04085080325603485,
0.08654173463582993,
0.07980776578187943,
0.042743995785713196,
-0.012373489327728748,
-0.029123835265636444,
0.023456690832972527,
0.07695276290178299,
-0.07291948795318604,
-0.02227073907852173,
0.03408324718475342,
0.0074193356558680534,
0.0654621347784996,
0.02861546166241169,
0.055212873965501785,
-0.05615205690264702,
-0.014597282744944096,
-0.005206884816288948,
-0.06828989833593369,
0.007220246829092503,
0.00047303305473178625,
0.08018862456083298,
-0.032561659812927246,
-0.04231765866279602,
-0.02025861106812954,
0.019635533913969994,
-0.05345294997096062,
0.011130720376968384,
-0.007315990049391985,
0.021927883848547935,
0.025017309933900833,
-0.08333504945039749,
-0.018422722816467285,
0.032192427664995193,
0.004363329149782658,
-0.012043633498251438,
0.04535956680774689,
0.02579367719590664,
-0.044032979756593704,
-0.07445599883794785,
-0.0025874595157802105,
0.040687866508960724,
0.0052545275539159775,
-0.023564321920275688,
-0.1039496436715126,
-0.06563003361225128,
0.09020894020795822,
-0.07052497565746307,
-0.10498178750276566,
0.024275649338960648,
0.019463500007987022,
0.0009926158236339688,
-0.02459643967449665,
-0.11236679553985596,
-0.07985612004995346,
-0.06593746691942215,
0.017814937978982925,
-0.041773710399866104,
-0.0013979122741147876,
-0.06542905420064926,
4.5048864899196e-34,
-0.08284222334623337,
0.08266502618789673,
-0.07732544839382172,
0.01783459633588791,
0.00951303355395794,
0.013825569301843643,
0.007704616989940405,
0.024432644248008728,
-0.006155562587082386,
0.08763663470745087,
0.03203301504254341,
-0.02827613428235054,
0.05674213916063309,
-0.07459994405508041,
-0.02901729755103588,
-0.018802333623170853,
0.024676095694303513,
0.054875269532203674,
-0.04080970212817192,
-0.012605915777385235,
0.0515548437833786,
0.11336609721183777,
-0.0541667714715004,
0.08101662993431091,
0.01777462102472782,
0.02392851933836937,
-0.032604217529296875,
0.03942251205444336,
0.009083259850740433,
-0.02277599833905697,
-0.0341411791741848,
-0.09017683565616608,
-0.0013243567664176226,
-0.023425668478012085,
-0.01935531757771969,
-0.054255545139312744,
-0.04039084538817406,
-0.061168212443590164,
0.04851904138922691,
0.058648474514484406,
0.0070116580463945866,
0.08601301908493042,
-0.07818249613046646,
0.0021612276323139668,
0.06491536647081375,
0.025458330288529396,
0.06811871379613876,
-0.07764767110347748,
-0.041488420218229294,
-0.04441630840301514,
-0.04076094925403595,
0.013339136727154255,
-0.05826288089156151,
0.0018123245099559426,
-0.04324338957667351,
0.026982806622982025,
0.03398767486214638,
-0.054438501596450806,
0.01311732828617096,
-0.019657904282212257,
0.02735118940472603,
0.07495877146720886,
-0.025125646963715553,
0.09117316454648972,
-0.022330807521939278,
0.04532259330153465,
0.014430737122893333,
0.021459415555000305,
-0.099114328622818,
0.08338241279125214,
-0.017368925735354424,
0.042588960379362106,
0.12439728528261185,
-0.0589543916285038,
-0.07315229624509811,
-0.114349864423275,
0.012967517599463463,
-0.0009399191476404667,
-0.0009724831907078624,
0.013497003354132175,
-0.0149210961535573,
0.015263387933373451,
0.037266481667757034,
0.036490023136138916,
0.05922495946288109,
0.026364892721176147,
0.08825159817934036,
-0.03448682650923729,
0.07878802716732025,
-0.008746590465307236,
-0.0151149220764637,
0.05383637547492981,
-0.004279060754925013,
-0.028617773205041885,
-0.024761870503425598,
-2.3690896355788027e-8,
-0.11915026605129242,
-0.004677183460444212,
-0.09928647428750992,
0.09400083124637604,
0.040175966918468475,
0.04930280148983002,
-0.03176628425717354,
-0.023227402940392494,
-0.042633723467588425,
-0.043072640895843506,
0.029032936319708824,
-0.092533640563488,
-0.09035219252109528,
-0.008874068967998028,
0.043284911662340164,
0.04697829484939575,
0.020237304270267487,
0.057886067777872086,
0.0016859282040968537,
-0.02823309786617756,
-0.00004875917511526495,
0.04553943872451782,
-0.040631454437971115,
-0.011926783248782158,
-0.008703211322426796,
-0.00025292308419011533,
-0.047186922281980515,
-0.008222756907343864,
0.016798608005046844,
-0.04911656677722931,
0.014998631551861763,
-0.0048544579185545444,
0.08382980525493622,
0.0110176345333457,
0.012355015613138676,
0.0560765340924263,
-0.07115895301103592,
0.10469388961791992,
-0.0653071254491806,
0.060687094926834106,
-0.044967129826545715,
-0.00040088422247208655,
0.0011581945000216365,
0.0033547664061188698,
0.018067384138703346,
0.018418485298752785,
-0.01571444794535637,
0.03000025637447834,
0.037922561168670654,
-0.029599467292428017,
0.07504848390817642,
0.03307046368718147,
-0.008336247876286507,
-0.024983223527669907,
0.06918144226074219,
-0.009854517877101898,
0.010878476314246655,
0.04590321704745293,
-0.06877973675727844,
0.002505261218175292,
0.028012864291667938,
-0.004166643600910902,
-0.07089865952730179,
0.013085393235087395
] | p | We performed the normalization to a range [0, 1] by dividing each score by the maximum | [
"articles",
"articles/hybrid-search"
] | 3,990 |
[
"On Hybrid Search - Qdrant",
"Quality metrics"
] | /articles/hybrid-search/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(24) | [
0.06716490536928177,
0.024690572172403336,
-0.08575967699289322,
0.10206423699855804,
-0.024292398244142532,
0.06697356700897217,
0.05392148345708847,
0.07522013783454895,
0.007075890898704529,
0.009071321226656437,
0.011771535500884056,
-0.055469874292612076,
0.06187361106276512,
-0.03521575778722763,
-0.0900598019361496,
-0.044033266603946686,
0.0019185609417036176,
-0.07091895490884781,
-0.011304167099297047,
-0.054616209119558334,
-0.009900925680994987,
0.0714523121714592,
0.03447077423334122,
-0.020935721695423126,
0.0843033492565155,
-0.026119478046894073,
-0.059799011796712875,
0.05102406442165375,
0.052726514637470245,
-0.03746222332119942,
-0.07449071109294891,
0.03956436738371849,
0.028816306963562965,
0.09597817808389664,
-0.06327195465564728,
-0.014257438480854034,
-0.017721813172101974,
-0.08781841397285461,
0.03470240533351898,
-0.02056712657213211,
0.06507084518671036,
-0.01807110756635666,
0.05428833141922951,
0.02219834178686142,
-0.0031212244648486376,
0.03904234617948532,
-0.1201234757900238,
0.0006824158481322229,
0.01968434825539589,
0.031192122027277946,
-0.0874796062707901,
0.08347378671169281,
-0.07214194536209106,
0.022318091243505478,
-0.013773160986602306,
0.0905589833855629,
-0.09740499407052994,
-0.01970737613737583,
-0.06876146793365479,
-0.036827802658081055,
-0.03185335174202919,
-0.057378895580768585,
-0.001739870640449226,
0.0711500346660614,
0.048476096242666245,
-0.1365361213684082,
-0.04777348041534424,
-0.08869112282991409,
-0.0012086393544450402,
-0.086062490940094,
0.08959612250328064,
-0.03167231008410454,
-0.002448963699862361,
0.06399232149124146,
0.053038399666547775,
0.08716821670532227,
-0.06665856391191483,
-0.06679195910692215,
0.058440759778022766,
0.03674444928765297,
-0.03969040885567665,
0.00025815542903728783,
-0.06078760698437691,
-0.0017571853240951896,
0.1155070886015892,
-0.024668797850608826,
0.12589281797409058,
-0.03684147819876671,
0.07780586928129196,
0.03711143881082535,
-0.030773121863603592,
-0.0017581080319359899,
-0.07529870420694351,
0.0062368786893785,
-0.05979856848716736,
0.002222067676484585,
0.005193913355469704,
-0.06811957061290741,
0.09701976180076599,
0.047179460525512695,
-0.027527756989002228,
0.11517960578203201,
-0.08268071711063385,
-0.09659639745950699,
-0.05429766699671745,
-0.003575902432203293,
0.0398448146879673,
0.05636773630976677,
0.006063129752874374,
-0.04993658885359764,
-0.0596725195646286,
0.03367132693529129,
0.09775158017873764,
-0.023467354476451874,
-0.050172243267297745,
0.014124159701168537,
-0.02741703949868679,
0.0550369992852211,
0.062457919120788574,
0.011945144273340702,
0.04343610629439354,
0.0738566592335701,
-0.012798220850527287,
-0.0424359105527401,
-0.08316878974437714,
0.031129881739616394,
0.01648681052029133,
-3.561247195866478e-33,
0.036412350833415985,
-0.07799530029296875,
0.0975702777504921,
-0.07319290190935135,
-0.01603473350405693,
-0.02026679366827011,
-0.058719683438539505,
0.0329691506922245,
-0.05471940338611603,
-0.018562516197562218,
-0.04921867325901985,
0.03585373982787132,
0.05334831774234772,
0.004761653020977974,
0.028868207708001137,
0.07399113476276398,
0.04045858234167099,
0.0043722945265471935,
-0.03630301356315613,
0.050552062690258026,
0.07767211645841599,
-0.013009190559387207,
0.039209455251693726,
0.0068868487142026424,
0.033186089247465134,
0.007338622584939003,
-0.0202343687415123,
-0.006642007268965244,
-0.05002912878990173,
0.020632702857255936,
-0.019297370687127113,
-0.008521469309926033,
-0.08173314481973648,
-0.039469096809625626,
0.04805157333612442,
0.027753183618187904,
0.042229339480400085,
0.02553480863571167,
0.030530814081430435,
0.03720709681510925,
-0.022011814638972282,
-0.026645611971616745,
-0.020563676953315735,
-0.07178106904029846,
-0.0641685426235199,
-0.020582973957061768,
-0.018416624516248703,
-0.013059928081929684,
0.0058480012230575085,
0.045244455337524414,
-0.022258903831243515,
0.000339752237778157,
0.037614431232213974,
0.02669539488852024,
-0.025075551122426987,
0.008296553045511246,
0.014287781901657581,
0.047308020293712616,
-0.03718017041683197,
0.017792100086808205,
0.02053927443921566,
-0.04749898985028267,
-0.00823409017175436,
-0.08123811334371567,
-0.04319236800074577,
0.031037112697958946,
0.005942883435636759,
-0.015117883682250977,
0.05138330161571503,
0.06468605995178223,
0.028298813849687576,
0.025308363139629364,
0.02363590896129608,
-0.019506612792611122,
-0.043401122093200684,
-0.004065836314111948,
0.007801645901054144,
-0.007159425877034664,
0.058434274047613144,
-0.04247342050075531,
0.000030658611649414524,
-0.03832126408815384,
-0.0563836395740509,
-0.04580417647957802,
0.08226592093706131,
0.059637222439050674,
-0.004262405913323164,
-0.07030218094587326,
-0.05651194602251053,
-0.08726105839014053,
0.0031126977410167456,
-0.009986507706344128,
-0.027917148545384407,
-0.035711620002985,
-0.058945171535015106,
1.5443767840668065e-33,
-0.09193377196788788,
-0.010568729601800442,
-0.07687122374773026,
-0.03806910663843155,
0.0014343287330120802,
-0.06823568791151047,
0.011812937445938587,
-0.021344849839806557,
-0.08145713061094284,
0.06397745013237,
0.12392836064100266,
-0.05920404940843582,
0.01610974408686161,
-0.005625609774142504,
0.08809168636798859,
0.0925937294960022,
-0.011771377176046371,
-0.028940150514245033,
-0.072025828063488,
0.0433773547410965,
0.004176676739007235,
0.12705457210540771,
0.011553718708455563,
0.04182548448443413,
-0.026351196691393852,
0.02808498963713646,
0.011809869669377804,
-0.07408294826745987,
-0.07063096761703491,
0.01188117079436779,
0.10965222865343094,
-0.09297789633274078,
-0.08680994063615799,
0.06807716190814972,
0.016799787059426308,
-0.06787057965993881,
-0.008102402091026306,
-0.1343197375535965,
-0.003082102630287409,
0.1255788952112198,
0.023598026484251022,
-0.003502474632114172,
-0.007361330091953278,
0.07742985337972641,
0.03545353189110756,
0.030391782522201538,
0.061872921884059906,
-0.03210955485701561,
0.029649870470166206,
0.028372865170240402,
-0.027591902762651443,
0.0360521599650383,
0.011539547704160213,
0.055399078875780106,
-0.04437354952096939,
-0.06152680516242981,
-0.01892361417412758,
0.0055448999628424644,
-0.030763326212763786,
0.0031518773175776005,
0.013806297443807125,
0.11658009141683578,
-0.05553671345114708,
0.06665977090597153,
0.022924454882740974,
0.03508544713258743,
-0.010720708407461643,
-0.006308586336672306,
-0.025076504796743393,
0.05826462060213089,
-0.04427817463874817,
0.013811309821903706,
0.09155091643333435,
-0.011837100610136986,
-0.011214612051844597,
0.07265014201402664,
-0.05515996739268303,
0.10939907282590866,
-0.02764791063964367,
0.04152961075305939,
0.0003377931716386229,
0.007716944441199303,
0.03758683800697327,
-0.0063963052816689014,
0.01548745110630989,
-0.05402805656194687,
0.07544591277837753,
-0.025306962430477142,
-0.003589340951293707,
0.06737260520458221,
0.02472754195332527,
-0.01976085640490055,
-0.06008775159716606,
-0.05230948328971863,
0.016282791271805763,
-1.4158096028893397e-8,
-0.06302029639482498,
-0.023539463058114052,
-0.06114763393998146,
0.09308061003684998,
0.025357685983181,
0.043344710022211075,
0.028272952884435654,
0.04479776695370674,
-0.07350320369005203,
-0.019790204241871834,
0.05516543984413147,
-0.06206422299146652,
-0.03687093406915665,
-0.015854109078645706,
0.037359852343797684,
-0.0634392648935318,
-0.02496367134153843,
0.09051604568958282,
-0.021003324538469315,
-0.09227283298969269,
-0.025493517518043518,
-0.024888113141059875,
-0.005262731108814478,
-0.013519433327019215,
-0.04169134423136711,
0.07072629779577255,
-0.041427887976169586,
0.034414663910865784,
-0.03172879293560982,
-0.014968887902796268,
0.052334558218717575,
0.0002635273849591613,
0.015535135753452778,
-0.03127990663051605,
0.05414881557226181,
0.026113979518413544,
-0.03253394737839699,
-0.009207108989357948,
0.010813004337251186,
0.0480109341442585,
-0.009790983982384205,
0.013762951828539371,
0.009782630018889904,
0.02756650187075138,
-0.029320187866687775,
-0.01703200861811638,
0.03170774504542351,
0.010988629423081875,
0.07062933593988419,
-0.07514040917158127,
0.04167606681585312,
-0.07728980481624603,
-0.03291010856628418,
-0.03522436320781708,
0.014600437134504318,
-0.00239929324015975,
-0.0033365001436322927,
0.023049581795930862,
-0.026278138160705566,
-0.029677532613277435,
0.024001076817512512,
-0.049518585205078125,
0.011299419216811657,
0.058494992554187775
] | p | score returned for that query. | [
"articles",
"articles/hybrid-search"
] | 3,991 |
[
"On Hybrid Search - Qdrant"
] | /articles/hybrid-search/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > h3:nth-of-type(2) | [
-0.01906657963991165,
-0.03955536335706711,
-0.0032053845934569836,
0.008888019248843193,
-0.036296091973781586,
0.0014007053105160594,
0.05821807682514191,
0.00340320379473269,
-0.03289371356368065,
0.009180309250950813,
0.09484438598155975,
-0.05617065727710724,
0.03042936883866787,
-0.06569702178239822,
-0.08507440984249115,
0.011283189989626408,
0.05304645374417305,
0.04056569188833237,
-0.08841884136199951,
-0.04194916784763336,
-0.07750988006591797,
-0.030181612819433212,
-0.005955137778073549,
0.018124345690011978,
0.047956373542547226,
0.04302961379289627,
0.05213901400566101,
0.005448875017464161,
0.008027677424252033,
-0.07698746770620346,
-0.036852043122053146,
0.017076749354600906,
0.07469352334737778,
0.0331752747297287,
-0.028883185237646103,
0.0022310265339910984,
0.05867905914783478,
0.07403107732534409,
-0.049575574696063995,
0.019547631964087486,
-0.015836047008633614,
-0.010177010670304298,
0.044682566076517105,
0.03459273651242256,
0.019673505797982216,
0.025955846533179283,
-0.024676613509655,
-0.001360488124191761,
0.024033647030591965,
0.04020557925105095,
-0.08790744096040726,
-0.0007715668762102723,
-0.034348923712968826,
0.08040677756071091,
0.016782047227025032,
-0.05172949656844139,
-0.013416199013590813,
0.03884466737508774,
-0.003035434987396002,
-0.016711562871932983,
0.037399064749479294,
-0.09095216542482376,
-0.06983547657728195,
0.038912784308195114,
0.06422387063503265,
0.038390930742025375,
-0.034574832767248154,
0.06785856932401657,
0.009265828877687454,
-0.1121734082698822,
-0.06865189224481583,
0.03876616060733795,
-0.018899323418736458,
0.07070386409759521,
0.019373780116438866,
0.010595612227916718,
0.00832525733858347,
-0.024401674047112465,
0.07558973133563995,
-0.11124184727668762,
-0.05053187161684036,
-0.044045597314834595,
-0.030466260388493538,
0.07045260816812515,
0.07647199928760529,
-0.07679025083780289,
-0.013132613152265549,
0.07109223306179047,
-0.058480456471443176,
0.005520803853869438,
-0.024598507210612297,
0.007227411959320307,
0.08862009644508362,
0.005319388583302498,
-0.08881030976772308,
0.07146339863538742,
0.04275883361697197,
-0.046428777277469635,
0.08230393379926682,
0.07668208330869675,
-0.03950338810682297,
0.04419082775712013,
0.01908421330153942,
0.0788370668888092,
-0.04321878030896187,
-0.0849493220448494,
-0.013753998093307018,
-0.013915472663939,
0.06352999061346054,
-0.04802003130316734,
-0.004642070736736059,
-0.020752564072608948,
-0.09333362430334091,
-0.10237542539834976,
0.07079771161079407,
-0.08782998472452164,
-0.0792827308177948,
0.028164958581328392,
-0.05844340845942497,
0.007532506249845028,
-0.06201088801026344,
-0.018577920272946358,
0.032778605818748474,
-0.03708607330918312,
0.007265890948474407,
-0.010320966131985188,
-0.07486739754676819,
-1.1571441493219823e-33,
0.0491926372051239,
-0.06501298397779465,
-0.000653388851787895,
0.005961357615888119,
-0.009372182190418243,
-0.08630786091089249,
-0.027086341753602028,
-0.05021747946739197,
-0.008436214178800583,
0.030889280140399933,
-0.06290174275636673,
0.06868202984333038,
-0.05869507044553757,
0.06171770766377449,
0.1045067086815834,
0.015485567972064018,
0.028607990592718124,
0.06632577627897263,
-0.05478847399353981,
0.0069491202011704445,
0.026754217222332954,
0.008596404455602169,
0.0685650035738945,
-0.042551908642053604,
0.049472011625766754,
0.0005179407889954746,
-0.031161576509475708,
0.006731383968144655,
0.01765279471874237,
0.042043812572956085,
-0.02821456827223301,
0.0595785491168499,
-0.04243403673171997,
0.027771439403295517,
0.023819103837013245,
-0.008411635644733906,
-0.00022601347882300615,
-0.03337078541517258,
0.11611630767583847,
-0.007810727693140507,
0.048777371644973755,
-0.0019028037786483765,
0.0363202765583992,
0.012301319278776646,
-0.013505326583981514,
0.03226243332028389,
0.0511506088078022,
0.06989122927188873,
0.04132377728819847,
0.04393461346626282,
-0.019645921885967255,
-0.03094707988202572,
-0.039177265018224716,
-0.0073516410775482655,
0.01578180305659771,
0.06329212337732315,
-0.029607990756630898,
-0.042958565056324005,
0.0416925847530365,
0.05333852022886276,
-0.04549796134233475,
0.05973603576421738,
0.03833729401230812,
-0.012081715278327465,
-0.07482332736253738,
0.022237906232476234,
-0.044472791254520416,
-0.06274925172328949,
0.03400026261806488,
0.026088012382388115,
-0.04721115902066231,
0.003674315521493554,
0.02542756497859955,
0.03844016045331955,
0.04053277522325516,
0.03354382887482643,
-0.006412811111658812,
0.044669825583696365,
-0.15277177095413208,
0.056758906692266464,
-0.024321148172020912,
-0.03615730628371239,
-0.044832732528448105,
-0.00914526917040348,
-0.028024066239595413,
0.02045578509569168,
0.006095836870372295,
-0.05425774306058884,
-0.007061983924359083,
-0.023742569610476494,
-0.16168339550495148,
0.031305741518735886,
-0.023223768919706345,
-0.033169444650411606,
-0.06277840584516525,
5.6659447599233324e-34,
-0.07610245048999786,
0.05747576802968979,
-0.05128111317753792,
0.07833726704120636,
0.047978296875953674,
0.029992491006851196,
-0.010176640003919601,
0.020512649789452553,
0.03820415586233139,
0.0737210065126419,
0.02783830277621746,
-0.026056015864014626,
0.046086765825748444,
-0.07885332405567169,
-0.0483829490840435,
0.04880893975496292,
-0.010097875259816647,
-0.04156336188316345,
-0.03429710865020752,
-0.021938469260931015,
-0.09050513058900833,
0.007146580144762993,
-0.09026087075471878,
0.009890720248222351,
-0.0026024498511105776,
0.02786172553896904,
-0.08154024928808212,
-0.010406259447336197,
-0.0488181971013546,
-0.009001451544463634,
-0.043002620339393616,
-0.08063691854476929,
-0.04648615047335625,
-0.03504053130745888,
-0.10440420359373093,
-0.0005755816237069666,
0.11526800692081451,
-0.024603819474577904,
-0.03047739900648594,
0.02952047437429428,
0.07551217079162598,
0.0601605549454689,
-0.06842733919620514,
0.10398712754249573,
-0.0154596958309412,
-0.07043969631195068,
-0.07461715489625931,
0.08682310581207275,
0.05356168374419212,
-0.006835820619016886,
-0.025395028293132782,
0.019639216363430023,
0.01422454509884119,
0.006091955583542585,
0.0938774049282074,
-0.06994619965553284,
0.03849055618047714,
0.03312533348798752,
-0.015380414202809334,
0.03825058043003082,
-0.07503160834312439,
-0.03131167218089104,
-0.020556017756462097,
0.1229303628206253,
-0.01534721627831459,
-0.018522994592785835,
-0.028948629274964333,
-0.05668468400835991,
-0.07322457432746887,
0.017910193651914597,
0.06086672097444534,
-0.029961416497826576,
0.029097862541675568,
-0.04187798872590065,
-0.06802886724472046,
-0.03245555981993675,
-0.10377969592809677,
0.008859360590577126,
0.03529525548219681,
0.036393146961927414,
0.06443613767623901,
-0.06683614104986191,
0.050648096948862076,
0.10382165014743805,
0.03939899802207947,
0.10259564220905304,
0.08125367760658264,
-0.0439729280769825,
0.0021595931611955166,
-0.0019393583061173558,
-0.03640742227435112,
-0.05204326659440994,
-0.033297352492809296,
0.09846018999814987,
0.009547966532409191,
-1.2802117588250894e-8,
-0.009696747176349163,
0.00641217827796936,
0.08271311223506927,
-0.002864325884729624,
-0.00212433491833508,
0.016678499057888985,
-0.03399532660841942,
0.18208006024360657,
-0.006371133029460907,
0.04422255977988243,
0.08855274319648743,
0.0001306393533013761,
-0.03603712096810341,
0.02112521231174469,
-0.0015296689234673977,
-0.04621976241469383,
0.0654013380408287,
0.037764791399240494,
-0.026856685057282448,
0.08602005243301392,
0.04875645041465759,
0.036809246987104416,
0.011717118322849274,
-0.00585779407992959,
0.11376853287220001,
-0.020559925585985184,
-0.0015582317719236016,
0.06612208485603333,
-0.03851272165775299,
0.058363527059555054,
-0.008931768126785755,
-0.00925907026976347,
0.06772056221961975,
-0.09979219734668732,
0.0915306806564331,
-0.01652924343943596,
-0.03374859690666199,
-0.017962168902158737,
-0.07647505402565002,
-0.057672999799251556,
-0.017146293073892593,
-0.0074159796349704266,
-0.02687877044081688,
-0.006958833895623684,
0.01956300251185894,
0.023463746532797813,
0.06255882233381271,
-0.0028707680758088827,
0.06463878601789474,
0.019301075488328934,
-0.0003235913463868201,
0.0006235443870536983,
0.011704590171575546,
0.011961565352976322,
0.06683825701475143,
0.05441253259778023,
0.040951069444417953,
-0.02401934750378132,
0.015376599505543709,
0.002727889223024249,
0.0020406004041433334,
-0.0005826646229252219,
-0.04566960781812668,
0.004508333746343851
] | h3 | Datasets | [
"articles",
"articles/hybrid-search"
] | 3,992 |
[
"On Hybrid Search - Qdrant",
"Datasets"
] | /articles/hybrid-search/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(25) | [
-0.007949586026370525,
-0.06002486124634743,
-0.02193390019237995,
0.015623901039361954,
0.05303296446800232,
0.028546802699565887,
-0.0012427808251231909,
0.0643104612827301,
-0.015231331810355186,
-0.060288071632385254,
-0.005342938471585512,
0.020337067544460297,
0.01263800635933876,
0.00384897249750793,
-0.02557327225804329,
-0.05534642934799194,
0.11120031774044037,
0.04176976531744003,
0.003552026813849807,
-0.08853203058242798,
0.06886744499206543,
-0.016675127670168877,
0.08474260568618774,
-0.07082512974739075,
-0.00429577799513936,
-0.04860767349600792,
-0.04637875780463219,
-0.026926511898636818,
0.013125324621796608,
0.022281523793935776,
-0.0403846837580204,
0.073954276740551,
0.05007164552807808,
0.09896150976419449,
-0.08442998677492142,
-0.02491389960050583,
-0.07143764197826385,
0.020854678004980087,
0.06969746947288513,
-0.002839163178578019,
-0.036501914262771606,
-0.0015609770780429244,
0.007227491587400436,
-0.01729436218738556,
0.057557638734579086,
-0.015783755108714104,
-0.031048638746142387,
-0.0214484054595232,
0.01704825833439827,
0.0082484045997262,
-0.1527446061372757,
-0.01085451990365982,
-0.04711271822452545,
-0.01649622619152069,
0.015020436607301235,
0.02676106058061123,
-0.017573770135641098,
-0.05107013136148453,
-0.04000190645456314,
-0.01513864379376173,
0.03214982897043228,
-0.11829371750354767,
-0.06074550002813339,
0.006861930713057518,
0.08335275202989578,
-0.03302951902151108,
0.09471593052148819,
-0.07524576038122177,
0.032322123646736145,
-0.047575823962688446,
0.007599144242703915,
0.033852070569992065,
-0.013800190761685371,
0.04651537910103798,
0.011805834248661995,
0.08209239691495895,
0.053690407425165176,
0.002851872006431222,
-0.0481063649058342,
0.007725599221885204,
-0.013086945749819279,
-0.03385702148079872,
-0.009381945244967937,
-0.0037855675909668207,
0.08125175535678864,
-0.06608260422945023,
0.06120281666517258,
-0.07921790331602097,
0.03704582154750824,
0.015330168418586254,
0.04322746768593788,
-0.08681372553110123,
-0.021018095314502716,
-0.04925553500652313,
0.007365213707089424,
0.00533723272383213,
0.02120058611035347,
0.02539493702352047,
0.04894375056028366,
-0.021743591874837875,
0.017351729795336723,
0.004484797362238169,
-0.041194647550582886,
-0.04244304448366165,
-0.04196120798587799,
0.0447700060904026,
0.02864064648747444,
0.04574628919363022,
0.033938340842723846,
-0.054182495921850204,
-0.06419261544942856,
-0.001802164944820106,
0.032293472439050674,
-0.06227438151836395,
0.008172371424734592,
-0.016430359333753586,
0.04147849977016449,
-0.0301887858659029,
0.05582605302333832,
0.014249303378164768,
-0.025032684206962585,
-0.006745696533471346,
0.031674038618803024,
-0.05364079773426056,
-0.055219098925590515,
0.03185667842626572,
-0.09935741871595383,
-1.1742857956928483e-33,
0.036174170672893524,
0.045053303241729736,
0.005215321201831102,
-0.0365602932870388,
-0.08322709798812866,
-0.01955762878060341,
0.00346615188755095,
0.012739771045744419,
-0.04061250761151314,
-0.011519183404743671,
-0.05021350085735321,
0.09941014647483826,
-0.020733606070280075,
-0.04147364944219589,
0.014271636493504047,
0.0032800042536109686,
-0.026045944541692734,
0.08464868366718292,
-0.0404575951397419,
0.0260971300303936,
0.07220733165740967,
-0.030320733785629272,
0.05707757920026779,
-0.06449317932128906,
0.10012072324752808,
-0.05776258558034897,
-0.006389077287167311,
-0.05876363813877106,
-0.01546497456729412,
0.007650324609130621,
-0.04793913662433624,
-0.016372626647353172,
-0.05847916752099991,
-0.007972505874931812,
0.03870156779885292,
0.0374564528465271,
-0.06942430883646011,
0.018863802775740623,
-0.01958984136581421,
-0.03841068223118782,
-0.09075211733579636,
-0.015541601926088333,
0.004459040705114603,
-0.032547835260629654,
-0.06310001015663147,
-0.04913512244820595,
-0.11578375101089478,
-0.04983912780880928,
0.03781196475028992,
-0.03000389039516449,
0.035479675978422165,
0.04571051150560379,
-0.06848346441984177,
0.02431851625442505,
0.10670006275177002,
0.07614251226186752,
0.030207356438040733,
0.05224283039569855,
-0.006531504914164543,
0.0843978226184845,
-0.012772779911756516,
-0.05237482488155365,
0.04109784960746765,
-0.03158578276634216,
-0.070404551923275,
0.0475400947034359,
-0.03567095100879669,
0.06372685730457306,
0.04403471201658249,
0.07916674762964249,
0.05191010981798172,
-0.008266421034932137,
0.09243685007095337,
-0.0703345462679863,
0.05765146762132645,
0.04845408350229263,
-0.04912477731704712,
-0.05831766873598099,
0.00878822524100542,
-0.06236232817173004,
-0.03359008952975273,
-0.0363907516002655,
0.017970753833651543,
0.033286575227975845,
-0.001114838058128953,
-0.05743047595024109,
0.04609367251396179,
-0.08473998308181763,
-0.03420450538396835,
-0.060934580862522125,
-0.046053968369960785,
0.08340725302696228,
-0.0782751515507698,
-0.03132076933979988,
-0.006593967787921429,
6.614982879124591e-34,
-0.007839502766728401,
-0.12408525496721268,
0.027099139988422394,
0.06942512840032578,
0.01261779386550188,
-0.0420834980905056,
-0.04573668912053108,
-0.031205417588353157,
-0.03557726740837097,
-0.021639106795191765,
-0.02337760105729103,
0.011495123617351055,
0.009827394038438797,
0.014705375768244267,
-0.05556364357471466,
0.11982083320617676,
0.011004386469721794,
-0.05441324785351753,
-0.024576740339398384,
0.05708446726202965,
-0.03385124355554581,
0.02651110291481018,
-0.09973681718111038,
0.015966257080435753,
-0.009776171296834946,
0.01323531474918127,
-0.005195526871830225,
-0.027089698240160942,
-0.04774691164493561,
-0.06337787210941315,
-0.029054390266537666,
0.01491586398333311,
-0.07360048592090607,
-0.019162284210324287,
-0.054922230541706085,
0.03709001466631889,
0.03070155158638954,
-0.06085388734936714,
-0.019857317209243774,
0.13974185287952423,
0.020733362063765526,
0.08855759352445602,
0.0386047400534153,
-0.06353361904621124,
-0.009676245041191578,
0.03915654867887497,
-0.1039028987288475,
0.0512734055519104,
0.06010274961590767,
0.03596678748726845,
0.09038174152374268,
0.01631043665111065,
-0.03429792448878288,
0.026789486408233643,
0.03228459134697914,
-0.019390521571040154,
-0.0948803722858429,
-0.004505711607635021,
0.024140264838933945,
0.047346945852041245,
-0.03549101576209068,
0.057471517473459244,
-0.06678025424480438,
0.09102283418178558,
-0.0305913295596838,
-0.027721833437681198,
-0.010103597305715084,
-0.01598244719207287,
-0.06990990787744522,
-0.029173411428928375,
0.01434733159840107,
-0.045809097588062286,
0.01369017269462347,
0.026392241939902306,
-0.06320546567440033,
0.0885045975446701,
0.10200834274291992,
0.07019289582967758,
0.0037908030208200216,
0.014854390174150467,
0.01926230825483799,
0.027937792241573334,
0.00820360891520977,
0.025959355756640434,
-0.04603584110736847,
0.15967367589473724,
0.021987292915582657,
0.06425581127405167,
0.0013463434297591448,
-0.05351300165057182,
-0.005500976461917162,
-0.09521154314279556,
-0.05722653493285179,
0.00012560172763187438,
-0.03904130682349205,
-1.7028972010280086e-8,
-0.0386098176240921,
0.006840957328677177,
-0.0047383736819028854,
0.05887160450220108,
0.007509494666010141,
0.08156201243400574,
-0.0016837045550346375,
0.15185771882534027,
-0.05650167912244797,
0.022142909467220306,
0.02198515646159649,
-0.015019416809082031,
-0.07148966193199158,
0.08359955996274948,
0.06636954098939896,
0.00975704099982977,
0.0202025193721056,
-0.026115236803889275,
-0.01759910397231579,
-0.01656118780374527,
-0.0024698867928236723,
0.11752569675445557,
0.022560179233551025,
0.03578503429889679,
-0.013168487697839737,
0.046821314841508865,
-0.008733528666198254,
0.011789909563958645,
0.0016367927892133594,
-0.00249651400372386,
0.0053353747352957726,
0.091249980032444,
-0.003075073240324855,
-0.06519195437431335,
0.1063774973154068,
0.06892652809619904,
-0.044322315603494644,
-0.04503766447305679,
-0.06881645321846008,
0.1598684936761856,
0.07916327565908432,
0.009608964435756207,
0.0066252220422029495,
0.04494732245802879,
0.07800305634737015,
0.03674273192882538,
0.0345396026968956,
0.008527110330760479,
0.02830461971461773,
-0.01220457348972559,
-0.006547240540385246,
-0.0748492106795311,
-0.07728888839483261,
-0.0028122866060584784,
0.020413698628544807,
0.01166137121617794,
-0.04440774396061897,
-0.0006823710282333195,
0.04198620468378067,
0.029125932604074478,
0.08958426117897034,
0.01680154539644718,
-0.018976479768753052,
0.052273161709308624
] | p | There are various benchmarks for search relevance available. | [
"articles",
"articles/hybrid-search"
] | 3,993 |
[
"On Hybrid Search - Qdrant",
"Datasets"
] | /articles/hybrid-search/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(25) | [
-0.006850810721516609,
0.0241998378187418,
0.04086979851126671,
0.043474193662405014,
0.06077506020665169,
0.052317649126052856,
-0.017985444515943527,
0.07012243568897247,
-0.03418691083788872,
-0.010308632627129555,
0.012797587551176548,
0.06575775146484375,
0.01347200945019722,
-0.010204062797129154,
0.029504336416721344,
0.03574945777654648,
0.05717772990465164,
-0.011711892671883106,
-0.02255007065832615,
-0.06711774319410324,
-0.03812572360038757,
0.04519731178879738,
0.110369972884655,
-0.028923433274030685,
-0.0501306913793087,
0.04921102523803711,
-0.08119083940982819,
-0.08814922720193863,
0.05736904591321945,
0.027632294222712517,
-0.029800428077578545,
0.06595414131879807,
0.17167069017887115,
0.08881130069494247,
-0.02154320664703846,
0.027722908183932304,
-0.06077447533607483,
0.048451054841279984,
0.046602848917245865,
0.008415631018579006,
-0.028134435415267944,
-0.027163812890648842,
0.031482867896556854,
0.10133931785821915,
0.0475706085562706,
-0.002499805297702551,
0.0033971688244491816,
-0.044084664434194565,
0.04423908144235611,
-0.005345000419765711,
-0.10976231098175049,
-0.02669363096356392,
0.011493893340229988,
0.0296144038438797,
0.02800915203988552,
0.019263431429862976,
-0.07471533119678497,
-0.023866981267929077,
0.022397471591830254,
-0.034601036459207535,
-0.0000945267966017127,
0.010612362995743752,
-0.09042805433273315,
0.007211609743535519,
0.0721866711974144,
-0.05592435970902443,
0.013383910059928894,
0.015974201261997223,
-0.01567314937710762,
0.03129833936691284,
0.016476623713970184,
0.04580606892704964,
-0.02607831358909607,
0.08013758063316345,
0.05160703882575035,
0.06029392033815384,
-0.045989036560058594,
-0.034684911370277405,
-0.008154451847076416,
0.0005205728230066597,
0.02418498508632183,
-0.08637857437133789,
0.04902506247162819,
-0.009545952081680298,
0.028488317504525185,
-0.020012112334370613,
-0.0005631256499327719,
-0.11443112045526505,
0.005079442169517279,
-0.012442724779248238,
0.06339438259601593,
-0.09498530626296997,
0.013865216635167599,
-0.0293574258685112,
-0.07566697150468826,
0.03053174912929535,
0.009413360618054867,
-0.020760057494044304,
-0.0004884772351942956,
0.05319468304514885,
0.003598623676225543,
0.019940396770834923,
0.021158277988433838,
-0.03163912892341614,
-0.09730295836925507,
0.027359504252672195,
0.059782322496175766,
0.036817751824855804,
0.01603456772863865,
-0.09178441762924194,
-0.0032660504803061485,
-0.006174070294946432,
0.0033338824287056923,
-0.049707017838954926,
0.016721799969673157,
-0.0814964547753334,
0.009005020372569561,
-0.01451155636459589,
0.06474849581718445,
0.047888655215501785,
-0.05492839589715004,
0.013211171142756939,
-0.052445732057094574,
-0.003276816103607416,
-0.06784547865390778,
0.06129290908575058,
-0.05044711008667946,
-1.0102487732779637e-33,
0.032227225601673126,
0.09471569955348969,
0.042589664459228516,
0.06368930637836456,
-0.0869358628988266,
0.0006204635137692094,
-0.016863500699400902,
0.05125681683421135,
-0.09601044654846191,
0.055615752935409546,
-0.017011765390634537,
0.06126994267106056,
-0.0420677475631237,
0.04495076835155487,
-0.016271060332655907,
-0.050473492592573166,
-0.0460062250494957,
0.05862700939178467,
-0.03748549893498421,
0.014260019175708294,
-0.005713865626603365,
-0.003399043809622526,
0.00824400782585144,
-0.06853621453046799,
0.029012193903326988,
-0.032738640904426575,
0.03356257453560829,
-0.09812676161527634,
-0.023886848241090775,
0.005892644170671701,
-0.0945173054933548,
0.017279041931033134,
-0.005713867023587227,
0.024535004049539566,
-0.02632310427725315,
0.05259052664041519,
-0.05113229155540466,
-0.00328542641364038,
-0.020741311833262444,
-0.03033672459423542,
-0.11230079084634781,
0.03176039829850197,
0.011135139502584934,
-0.08939763158559799,
0.00752315204590559,
-0.05658642575144768,
-0.1426505446434021,
-0.04334631562232971,
0.03401261940598488,
0.016298243775963783,
-0.007499632891267538,
-0.0018918353598564863,
-0.07430429011583328,
-0.01706506498157978,
0.022192301228642464,
0.09253689646720886,
0.017263608053326607,
0.060491159558296204,
0.03286818042397499,
0.04905075579881668,
0.025179091840982437,
-0.019501492381095886,
-0.019289128482341766,
-0.005220483988523483,
-0.042287759482860565,
0.05082451552152634,
0.031067876145243645,
-0.029513033106923103,
0.07574626803398132,
0.05359460040926933,
0.02246563881635666,
-0.014027101919054985,
0.04184401407837868,
-0.05834301933646202,
0.026710132136940956,
0.0036220955662429333,
-0.0026368186809122562,
-0.052647870033979416,
0.026423536241054535,
0.005259257275611162,
0.03234575688838959,
-0.06282065808773041,
0.11461231857538223,
-0.047097619622945786,
-0.029496897011995316,
-0.03875846788287163,
0.0006354160723276436,
-0.13337935507297516,
-0.005242045037448406,
0.05507953464984894,
-0.06398061662912369,
-0.002432194072753191,
-0.03439144045114517,
-0.02880042977631092,
0.018639223650097847,
1.1898297799370538e-33,
-0.028065524995326996,
-0.11169971525669098,
-0.040791481733322144,
0.04662472754716873,
-0.010852775536477566,
0.016413407400250435,
-0.027184518054127693,
-0.023879170417785645,
-0.028926769271492958,
0.03815201297402382,
0.10724290460348129,
0.032598964869976044,
0.038580380380153656,
-0.009786868467926979,
-0.050985973328351974,
0.06505344808101654,
0.09471169859170914,
0.00804122630506754,
0.018172552809119225,
0.06260064989328384,
-0.007942897267639637,
0.04913010075688362,
-0.10986395180225372,
0.0670265182852745,
0.04657450690865517,
-0.02661181427538395,
-0.022021107375621796,
0.09446502476930618,
-0.049675896763801575,
-0.06668569892644882,
-0.04912016540765762,
-0.054411862045526505,
-0.057840168476104736,
0.018496861681342125,
-0.11140110343694687,
0.04289678856730461,
0.006151864770799875,
0.033751826733350754,
-0.03236307576298714,
0.07068157196044922,
0.07114490121603012,
0.0017780354246497154,
-0.0929679125547409,
-0.0287226103246212,
-0.01277923583984375,
-0.03966613486409187,
-0.12853118777275085,
0.029262861236929893,
0.08521196246147156,
0.033117860555648804,
-0.017700832337141037,
0.04112929478287697,
-0.008418155834078789,
-0.0007499827770516276,
-0.0056696441024541855,
-0.0653516948223114,
-0.043661683797836304,
0.013000653125345707,
-0.03312093764543533,
-0.038419026881456375,
-0.06891001760959625,
0.045648060739040375,
-0.060378074645996094,
0.04931425675749779,
0.05490712821483612,
-0.04318960756063461,
0.05386754870414734,
0.004407914821058512,
-0.053335826843976974,
-0.06750910729169846,
0.026318224146962166,
-0.05092908814549446,
-0.02702663466334343,
0.06045761704444885,
-0.06267008930444717,
0.10720783472061157,
0.093246228992939,
-0.027747565880417824,
-0.032105524092912674,
-0.006360659841448069,
0.011018086224794388,
-0.01122746616601944,
-0.006193828769028187,
0.056425150483846664,
0.0176625307649374,
0.1217467337846756,
-0.06658029556274414,
0.046587251126766205,
-0.05297112837433815,
0.004076017998158932,
-0.07145602256059647,
-0.09549358487129211,
-0.0059826672077178955,
-0.011535362340509892,
-0.02318447083234787,
-1.8227208187227006e-8,
-0.04773106426000595,
0.01857822574675083,
-0.10134147852659225,
0.04281027987599373,
0.07483221590518951,
0.02265683189034462,
0.00792459025979042,
0.05068520829081535,
-0.0748814269900322,
-0.015922652557492256,
-0.010938839055597782,
0.03593364357948303,
-0.06150960922241211,
0.0056105065159499645,
0.02946377359330654,
0.05114863067865372,
-0.012339995242655277,
-0.0013420924078673124,
-0.031660664826631546,
0.0755351260304451,
0.0403660349547863,
0.13019253313541412,
-0.018926052376627922,
0.03188140690326691,
0.05591798201203346,
0.05239912495017052,
-0.10510214418172836,
0.050234291702508926,
0.06897486001253128,
-0.03892222419381142,
0.03793955221772194,
0.06624097377061844,
-0.07426606863737106,
-0.06971278786659241,
0.08610813319683075,
0.010275899432599545,
0.022343462333083153,
-0.009762898087501526,
-0.08719731122255325,
0.041537605226039886,
0.055444635450839996,
0.02206893265247345,
0.004239718895405531,
0.0019768821075558662,
0.0015434572705999017,
0.046005718410015106,
0.014445086009800434,
-0.042618587613105774,
0.05934441089630127,
-0.06445720791816711,
0.03962035849690437,
-0.062377505004405975,
0.04608988016843796,
-0.021461965516209602,
-0.028788793832063675,
0.025920774787664413,
0.027533819898962975,
0.046133898198604584,
-0.01879032887518406,
0.0006415423122234643,
0.08893240243196487,
0.029644392430782318,
-0.02010728046298027,
0.07538944482803345
] | p | Full-text search has been a strong baseline for | [
"articles",
"articles/hybrid-search"
] | 3,994 |
[
"On Hybrid Search - Qdrant",
"Datasets"
] | /articles/hybrid-search/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(25) | [
0.011723509058356285,
-0.029008328914642334,
0.040128808468580246,
-0.05662081018090248,
0.0005438256193883717,
0.010177640244364738,
0.0883331298828125,
-0.034649841487407684,
-0.03415662795305252,
0.07080791145563126,
-0.005564210470765829,
0.003523724852129817,
0.030522547662258148,
0.006435527466237545,
0.03267987072467804,
0.01424330659210682,
0.016028225421905518,
-0.07264194637537003,
-0.0348585806787014,
-0.0334310457110405,
-0.13344603776931763,
0.06057471036911011,
0.07794640958309174,
-0.012722614221274853,
0.02250923588871956,
-0.06231626495718956,
-0.01654503308236599,
0.018209531903266907,
-0.054085873067379,
-0.012088014744222164,
-0.1105274111032486,
0.03710390627384186,
0.019590355455875397,
0.02764023467898369,
0.09408388286828995,
0.009966305457055569,
0.0028792223893105984,
-0.03158728778362274,
0.02056916430592537,
0.030995924025774002,
0.017964789643883705,
0.012048101052641869,
0.025172682479023933,
0.03877623379230499,
0.02544916421175003,
-0.010112272575497627,
-0.003679154207929969,
-0.05075526982545853,
0.050811249762773514,
-0.020437415689229965,
0.031229384243488312,
0.009753371588885784,
-0.004434745293110609,
0.09587913751602173,
0.025058569386601448,
-0.13547304272651672,
0.03178374469280243,
0.011436499655246735,
0.07319677621126175,
0.03864093869924545,
-0.05388510599732399,
0.02701999433338642,
-0.13654281198978424,
0.08357677608728409,
-0.06280378997325897,
0.06944236904382706,
-0.014098492451012135,
0.022210584953427315,
-0.03595530241727829,
0.037628207355737686,
-0.038500361144542694,
-0.023985372856259346,
0.005105223041027784,
0.045983828604221344,
0.001214312156662345,
-0.004343113861978054,
0.023731745779514313,
0.05375482887029648,
-0.018498681485652924,
-0.0740121603012085,
0.02194564789533615,
0.02254609391093254,
-0.029390476644039154,
-0.05834764614701271,
0.09649475663900375,
-0.016234340146183968,
-0.024490337818861008,
-0.016394509002566338,
-0.008505511097609997,
0.06558175384998322,
-0.08469097316265106,
-0.030769316479563713,
0.04902173578739166,
-0.0367315299808979,
0.03386441618204117,
0.04539261758327484,
-0.002129248809069395,
-0.038718268275260925,
-0.05700274929404259,
0.018772313371300697,
-0.0027891690842807293,
0.0375978983938694,
0.10532734543085098,
0.023271651938557625,
-0.08219180256128311,
0.0053436183370649815,
-0.07339897751808167,
-0.02997485361993313,
-0.03386525437235832,
-0.010967914946377277,
-0.0999702587723732,
-0.026290465146303177,
-0.012980152852833271,
0.035204026848077774,
-0.004378467332571745,
-0.02635803259909153,
0.041135214269161224,
0.03468892350792885,
0.0128004876896739,
0.031175609678030014,
-0.009518961422145367,
0.0865660235285759,
0.07302802801132202,
-0.01717417500913143,
-0.0032064956612885,
-0.05154876038432121,
-0.09497389197349548,
-4.871189080406049e-33,
0.12118509411811829,
-0.006066762842237949,
0.010243060998618603,
0.04288944974541664,
-0.010453376919031143,
0.0001462280488340184,
0.00986859668046236,
0.0026022607926279306,
0.07398157566785812,
0.02513175643980503,
-0.013809691183269024,
0.04790788143873215,
-0.043759625405073166,
0.03179384022951126,
0.0649394616484642,
0.05572359263896942,
-0.05519549548625946,
0.02033187821507454,
-0.11643196642398834,
-0.020200805738568306,
-0.019144320860505104,
0.0802876278758049,
-0.021016282960772514,
0.03980203717947006,
-0.07580076158046722,
-0.005141903646290302,
0.0695442259311676,
0.03208741918206215,
0.04559174180030823,
0.022974470630288124,
-0.02544797956943512,
-0.01243609469383955,
-0.02542840875685215,
0.060372162610292435,
0.043436046689748764,
0.0256948284804821,
0.0505271777510643,
0.01528534758836031,
-0.038538940250873566,
-0.025832470506429672,
-0.06280700862407684,
-0.0045138695277273655,
0.025105781853199005,
0.05367128178477287,
-0.05571499094367027,
-0.030603328719735146,
-0.025527413934469223,
0.006727739702910185,
-0.062148842960596085,
0.03906869515776634,
-0.03780033066868782,
0.004519940819591284,
-0.05771583318710327,
0.021173939108848572,
0.002960063284263015,
-0.03874357044696808,
-0.025743411853909492,
-0.07369149476289749,
0.03597554937005043,
0.07924206554889679,
-0.05044931545853615,
0.033783987164497375,
-0.018357133492827415,
-0.046486787497997284,
-0.04754946008324623,
0.09579411149024963,
-0.02768770232796669,
-0.017413543537259102,
-0.060928091406822205,
0.047236185520887375,
-0.041215166449546814,
0.058490876108407974,
-0.04352207109332085,
-0.06746646016836166,
-0.02031712606549263,
-0.023866508156061172,
0.08302196115255356,
0.0005937282112427056,
0.004802059382200241,
0.008438972756266594,
0.0026190830394625664,
-0.03700477257370949,
-0.02097178064286709,
0.052320629358291626,
-0.008491589687764645,
0.0007495144964195788,
-0.01084489282220602,
-0.11185479164123535,
0.08408410847187042,
-0.019349565729498863,
-0.11147481203079224,
-0.04555404558777809,
0.10414935648441315,
-0.06634481251239777,
-0.12004659324884415,
9.594795396079337e-34,
-0.10001164674758911,
-0.055225446820259094,
-0.021136349067091942,
0.026689469814300537,
-0.01237499713897705,
-0.015311865136027336,
0.061664167791604996,
-0.01802832819521427,
-0.03600363805890083,
0.03300715237855911,
-0.0003989819379057735,
-0.05576223134994507,
-0.028262851759791374,
0.0005543794832192361,
0.006153662223368883,
-0.09607373178005219,
0.10000535845756531,
-0.0030902803409844637,
0.016531778499484062,
-0.06921190023422241,
-0.045412786304950714,
0.07970535010099411,
0.04452627897262573,
0.06501128524541855,
-0.007483542896807194,
0.07506035268306732,
-0.02651233971118927,
-0.006396687123924494,
-0.0594959557056427,
-0.04402714967727661,
0.08047579973936081,
-0.00021136266877874732,
-0.036816246807575226,
0.09633567929267883,
-0.03417803347110748,
0.066168874502182,
-0.09835945069789886,
0.10062001645565033,
0.12235849350690842,
0.0290991198271513,
0.07009105384349823,
-0.06608525663614273,
-0.04572868347167969,
0.04751881957054138,
-0.04003901034593582,
0.04955272376537323,
0.0399552546441555,
-0.052265964448451996,
0.025577807798981667,
0.05370701476931572,
-0.1297558844089508,
-0.007838878780603409,
0.018576009199023247,
0.009906923398375511,
0.018094994127750397,
0.026794742792844772,
0.02384965680539608,
0.021302299574017525,
-0.04774276539683342,
-0.020723888650536537,
-0.052478425204753876,
0.019678154960274696,
0.0038130697794258595,
-0.03723221644759178,
0.04245368391275406,
-0.05931646004319191,
-0.03146306052803993,
-0.06781715899705887,
-0.07550734281539917,
-0.00022463365166913718,
0.10737686604261398,
-0.028842370957136154,
-0.06638656556606293,
0.020697416737675667,
-0.05399767681956291,
0.029119348153471947,
-0.00048268947284668684,
-0.03816468268632889,
-0.0496554858982563,
-0.05951379984617233,
0.0667177364230156,
-0.14947852492332458,
0.004179289098829031,
0.05234183371067047,
0.04552419111132622,
-0.006366378627717495,
0.018608814105391502,
-0.08039373904466629,
0.019459813833236694,
0.0023988077882677317,
0.01599244214594364,
0.00722952326759696,
0.08079636842012405,
-0.03432239219546318,
-0.005520644132047892,
-1.69494924762148e-8,
-0.041303738951683044,
0.08200997114181519,
-0.07349074631929398,
-0.04735107719898224,
0.05484454333782196,
0.017894767224788666,
0.027928514406085014,
0.10538191348314285,
0.0028598064091056585,
0.011880755424499512,
0.14271917939186096,
0.07126634567975998,
-0.02903137169778347,
0.04273125156760216,
0.06619644165039062,
-0.003357902867719531,
0.0330367386341095,
0.03293585032224655,
-0.023996634408831596,
0.03491523489356041,
-0.01588660106062889,
0.00018160564650315791,
0.07192200422286987,
-0.10780502110719681,
0.018854033201932907,
-0.0634951964020729,
-0.01842292584478855,
0.009250233881175518,
0.02348300814628601,
0.07855436950922012,
0.0028999540954828262,
-0.008922665379941463,
-0.007028296589851379,
-0.05601074919104576,
0.11704188585281372,
0.02203236147761345,
-0.0024903123266994953,
-0.054510556161403656,
0.01886940933763981,
-0.014101162552833557,
-0.04565887525677681,
-0.10442977398633957,
-0.020081497728824615,
0.06724094599485397,
0.0313383974134922,
-0.0572095662355423,
-0.08087296038866043,
-0.04942942410707474,
-0.008496046997606754,
-0.055727213621139526,
-0.05898880958557129,
0.06827594339847565,
-0.014947708696126938,
0.018405884504318237,
0.015609269961714745,
-0.0136076295748353,
0.07010156661272049,
-0.034181758761405945,
-0.007405770942568779,
-0.04330882802605629,
0.055764369666576385,
0.05602356791496277,
0.039041731506586075,
0.03834968060255051
] | p | most of them. | [
"articles",
"articles/hybrid-search"
] | 3,995 |
[
"On Hybrid Search - Qdrant",
"Datasets"
] | /articles/hybrid-search/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(25) | [
0.05113959312438965,
-0.02877405844628811,
0.027080480009317398,
0.010494101792573929,
0.02380361594259739,
-0.026434289291501045,
-0.07557772845029831,
0.0014778303448110819,
0.022916218265891075,
0.02284415252506733,
0.079164057970047,
0.06153249368071556,
0.030543874949216843,
0.090788833796978,
0.08937820047140121,
-0.023631438612937927,
0.11665047705173492,
-0.003598185256123543,
0.01607394777238369,
-0.015412676148116589,
0.07380368560552597,
0.04652824625372887,
0.01770436018705368,
-0.08928406238555908,
-0.02406366728246212,
-0.04160689190030098,
-0.06430166959762573,
-0.0884525328874588,
0.02843998558819294,
0.015054630115628242,
-0.009291337803006172,
0.11527734994888306,
-0.0007360163726843894,
0.11423487216234207,
-0.0035690749064087868,
-0.004744860343635082,
-0.03737038001418114,
0.012032502330839634,
0.008994954638183117,
-0.049933239817619324,
-0.09945225715637207,
-0.013113273307681084,
-0.028971485793590546,
-0.004558928310871124,
-0.022411905229091644,
0.05184759572148323,
-0.024638183414936066,
-0.04748842492699623,
-0.026073452085256577,
-0.04608266055583954,
-0.11933150142431259,
0.023104527965188026,
-0.0021231239661574364,
-0.00032649002969264984,
0.06514932215213776,
0.06960514187812805,
-0.05503872409462929,
0.0014051845064386725,
-0.06013566628098488,
-0.05088923126459122,
-0.021036818623542786,
-0.0458846315741539,
-0.03428041934967041,
0.026683596894145012,
0.09332606941461563,
-0.02226484753191471,
0.046869680285453796,
-0.0618261881172657,
0.07786358892917633,
-0.0401177741587162,
0.057962045073509216,
0.05580354854464531,
0.0009781060507521033,
0.02571963518857956,
-0.0019159059738740325,
0.06865954399108887,
0.0233899038285017,
0.02431725524365902,
-0.049895573407411575,
0.012227787636220455,
-0.016622260212898254,
-0.010336418636143208,
0.00751004321500659,
0.02773583121597767,
0.05333777144551277,
0.00036937114782631397,
-0.017688466235995293,
-0.1288086324930191,
0.08480051159858704,
0.04263095557689667,
0.05376089736819267,
-0.1175219789147377,
0.00867061410099268,
-0.018671855330467224,
-0.017262298613786697,
-0.014179667457938194,
0.03867188096046448,
0.04379253834486008,
0.032136015594005585,
-0.0419088751077652,
0.05012771859765053,
-0.037950802594423294,
-0.00010525349352974445,
-0.018756203353405,
0.004585261456668377,
-0.01217600516974926,
-0.005710486322641373,
-0.022808244451880455,
0.06577230989933014,
-0.04672813042998314,
-0.03793410584330559,
0.025089861825108528,
0.05571779981255531,
-0.09422226995229721,
-0.08696720004081726,
0.002251241123303771,
-0.0025281556881964207,
-0.006819992791861296,
0.04762720316648483,
0.018277790397405624,
-0.07795029878616333,
0.013774227350950241,
0.04352974891662598,
-0.04509212076663971,
-0.07139483094215393,
0.004177961964160204,
-0.07705827802419662,
-8.645327486756059e-34,
0.03707201033830643,
-0.030056720599532127,
-0.0072122178971767426,
-0.03573613241314888,
-0.038266923278570175,
-0.020296888425946236,
0.02882537432014942,
0.050364479422569275,
-0.005909879691898823,
-0.01388983242213726,
-0.02657093107700348,
0.048337746411561966,
-0.02170439623296261,
-0.002000866923481226,
0.005637128837406635,
0.034616101533174515,
-0.08774036914110184,
0.049499817192554474,
-0.08928333222866058,
-0.03277886286377907,
0.09043574333190918,
0.017551137134432793,
0.044743847101926804,
-0.00931269396096468,
0.016012683510780334,
-0.004000403918325901,
0.0016838361043483019,
-0.06945349276065826,
0.03696521371603012,
0.0049765151925385,
-0.08332926779985428,
-0.039106227457523346,
-0.013801898807287216,
0.0778757855296135,
0.007319008931517601,
0.10082035511732101,
-0.03439636155962944,
0.030302591621875763,
0.01023897435516119,
-0.05294659361243248,
-0.07686813175678253,
0.033866897225379944,
0.011167562566697598,
-0.06998339295387268,
0.04922011122107506,
-0.019836299121379852,
-0.08738134801387787,
-0.045894376933574677,
-0.009539725258946419,
-0.046058617532253265,
0.09945766627788544,
0.026744071394205093,
0.00904926285147667,
0.092949777841568,
0.0742105096578598,
0.09413444995880127,
0.08019611239433289,
0.02619444578886032,
-0.010580087080597878,
0.04599054902791977,
-0.045881081372499466,
-0.022290240973234177,
0.06664565205574036,
-0.010206951759755611,
0.0021020842250436544,
0.03704318776726723,
0.0975300744175911,
-0.000387811625842005,
0.029936764389276505,
0.034210480749607086,
0.02469797246158123,
-0.016798457130789757,
-0.015333016403019428,
-0.022062472999095917,
0.03930666670203209,
-0.0621495321393013,
-0.02506517432630062,
-0.07452091574668884,
-0.003925138618797064,
-0.022688213735818863,
0.03246710076928139,
-0.045526426285505295,
-0.0033165833447128534,
0.06460006535053253,
0.010323909111320972,
-0.04178253933787346,
0.03343520313501358,
-0.12651394307613373,
0.0590764619410038,
-0.016391180455684662,
0.018900176510214806,
0.03954755887389183,
-0.026279333978891373,
0.06234104931354523,
-0.012724910862743855,
-9.762826114633392e-35,
-0.013946831226348877,
-0.1593620777130127,
0.005178817082196474,
0.0775730162858963,
-0.09031310677528381,
-0.06003366783261299,
0.12738004326820374,
-0.08471688628196716,
0.022738704457879066,
0.028692880645394325,
-0.0014570268103852868,
-0.023315202444791794,
-0.029276717454195023,
0.023579780012369156,
0.005546967964619398,
0.06394939124584198,
0.012634923681616783,
-0.02551409974694252,
0.02792494371533394,
0.09164067357778549,
-0.04779748246073723,
0.060880035161972046,
-0.176558718085289,
0.07380738854408264,
0.04943244531750679,
-0.010348964482545853,
-0.05870172753930092,
0.019749218598008156,
-0.04700305312871933,
-0.056098368018865585,
-0.001448173657990992,
0.01136778388172388,
-0.11284487694501877,
-0.04420860484242439,
-0.06342994421720505,
0.017909735441207886,
-0.02126038819551468,
-0.007022666744887829,
-0.07395820319652557,
0.08642484992742538,
-0.07132422178983688,
0.05882270634174347,
-0.04418598860502243,
0.03665986657142639,
-0.03234900161623955,
-0.025923749431967735,
-0.06516483426094055,
-0.017292430624365807,
0.09897712618112564,
0.046221666038036346,
0.06154818460345268,
-0.02302442491054535,
0.023811686784029007,
-0.04748205095529556,
-0.005991222336888313,
-0.0016128809656947851,
0.018717950209975243,
-0.0030341660603880882,
-0.11605577915906906,
0.05636712536215782,
-0.042852725833654404,
0.023268388584256172,
-0.029040493071079254,
0.05128372088074684,
-0.05138576030731201,
0.021044882014393806,
-0.03645682707428932,
0.05378883704543114,
-0.06082986667752266,
-0.03695777431130409,
0.007330602966248989,
-0.023925885558128357,
-0.016913145780563354,
0.02326277643442154,
0.019502857699990273,
0.06826787441968918,
0.08181791007518768,
0.027984481304883957,
-0.02914714813232422,
-0.04347461834549904,
-0.04622915759682655,
0.000988100771792233,
0.09244396537542343,
0.05321685969829559,
-0.05249998718500137,
0.07297175377607346,
-0.039651911705732346,
-0.012370448559522629,
-0.04504767432808876,
-0.0033806164283305407,
-0.035070329904556274,
-0.09270475804805756,
0.005488626658916473,
0.028579438105225563,
-0.05588921904563904,
-2.0724799654203707e-8,
-0.12484478950500488,
0.017274700105190277,
0.012274760752916336,
0.01616121269762516,
0.03258171305060387,
-0.0026471936143934727,
0.04538789391517639,
0.12019193917512894,
-0.06997791677713394,
-0.012289104051887989,
-0.04051681607961655,
0.03443076089024544,
-0.08253246545791626,
0.026365414261817932,
0.008645079098641872,
0.008345752023160458,
0.05423416942358017,
-0.07730814069509506,
-0.04276399686932564,
-0.004147182684391737,
0.0023614021483808756,
0.0888008177280426,
-0.07605337351560593,
0.053410328924655914,
0.045926183462142944,
0.05151190608739853,
-0.03334783390164375,
0.036455187946558,
0.030353540554642677,
0.025933818891644478,
-0.011166260577738285,
0.033361613750457764,
-0.018464472144842148,
-0.004634825047105551,
0.11570687592029572,
0.04391048103570938,
0.01252804882824421,
-0.06723636388778687,
-0.09568451344966888,
0.0008467018487863243,
0.08561887592077255,
-0.022992754355072975,
0.0076265051029622555,
-0.006953198928385973,
0.027988580986857414,
0.05623234435915947,
-0.012944670394062996,
0.005199098028242588,
0.053348857909440994,
-0.007310190238058567,
0.0073011224158108234,
0.026018690317869186,
-0.07960376888513565,
0.006793759763240814,
0.06790634989738464,
-0.011175828985869884,
0.004101774655282497,
0.0061835129745304585,
0.04841727763414383,
-0.040902938693761826,
0.08999571204185486,
0.0273845586925745,
0.02921156771481037,
0.022265760228037834
] | p | However, there are also cases in which semantic search works better by default. | [
"articles",
"articles/hybrid-search"
] | 3,996 |
[
"On Hybrid Search - Qdrant",
"Datasets"
] | /articles/hybrid-search/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(25) | [
0.018196476623415947,
0.05491901934146881,
0.030888009816408157,
0.04489152133464813,
0.010535907931625843,
0.016318822279572487,
-0.026214629411697388,
0.05509331449866295,
-0.08566153794527054,
0.04419568553566933,
0.10976072400808334,
0.17754316329956055,
-0.05348574370145798,
-0.018869943916797638,
-0.02811538800597191,
0.0008809054270386696,
-0.039186131209135056,
0.05534849315881729,
-0.016269860789179802,
0.024588150903582573,
-0.04575282707810402,
0.051184944808483124,
0.0646946132183075,
0.000305220833979547,
0.018334876745939255,
-0.013923848047852516,
-0.03334008902311325,
-0.00709537323564291,
0.02929590456187725,
-0.03370422497391701,
-0.04367895796895027,
0.024387797340750694,
0.10518985241651535,
0.04658385366201401,
-0.030461233109235764,
-0.003275864524766803,
0.000015067394997458905,
0.030446380376815796,
0.060239847749471664,
0.029440870508551598,
0.0599830225110054,
-0.042936038225889206,
-0.007752927485853434,
-0.07470749318599701,
0.009760351851582527,
0.0039406404830515385,
-0.007904217578470707,
-0.03227817267179489,
-0.018818087875843048,
0.025375330820679665,
0.05141589790582657,
0.0028665070421993732,
0.002417204901576042,
0.000791744387242943,
0.06620897352695465,
0.035515062510967255,
-0.021047992631793022,
0.006461319047957659,
0.02600785903632641,
0.014284130185842514,
0.054714322090148926,
-0.008162196725606918,
-0.13299933075904846,
0.1330859363079071,
0.034018851816654205,
0.009360038675367832,
-0.013125688768923283,
-0.02935105375945568,
0.01325832400470972,
0.023447303101420403,
-0.0013495361199602485,
-0.05147607624530792,
-0.025355089455842972,
0.03434625267982483,
-0.020340334624052048,
-0.03890979290008545,
0.050721921026706696,
-0.016655609011650085,
0.010253258049488068,
-0.04979917034506798,
0.059768736362457275,
-0.010677069425582886,
-0.01180398091673851,
-0.10793187469244003,
0.0738595575094223,
-0.015534856356680393,
-0.004819999914616346,
-0.0756644681096077,
-0.030877649784088135,
0.03818719834089279,
-0.09002391248941422,
-0.07364404201507568,
0.053938403725624084,
-0.04031124711036682,
-0.045312508940696716,
-0.00723308976739645,
-0.031076088547706604,
-0.005692418199032545,
0.044901784509420395,
0.07288020104169846,
0.0038253634702414274,
-0.010122149251401424,
0.040534354746341705,
0.061012152582407,
-0.007050568703562021,
-0.10034795850515366,
-0.06765805929899216,
0.012836371548473835,
-0.05873121693730354,
-0.025367362424731255,
-0.06741953641176224,
0.048407115042209625,
0.049299050122499466,
-0.018966788426041603,
0.05452098697423935,
0.021330473944544792,
-0.015197867527604103,
0.004094335716217756,
0.10782896727323532,
-0.04818708449602127,
0.00443074619397521,
-0.0032350565306842327,
-0.02699451893568039,
0.07659994810819626,
-0.10718254745006561,
-0.09883971512317657,
-0.05071091279387474,
-7.425512590803956e-33,
0.036274343729019165,
0.026128211989998817,
0.04757721722126007,
0.029686380177736282,
0.011001789942383766,
-0.016052545979619026,
0.02030152827501297,
-0.09916741400957108,
0.019143512472510338,
-0.028975745663046837,
-0.0003531241382006556,
0.016491102054715157,
-0.05143680050969124,
-0.0256295558065176,
0.03624473884701729,
0.04381114989519119,
-0.042924266308546066,
0.10568308085203171,
-0.03157657012343407,
-0.03589974343776703,
0.09700130671262741,
0.04799631983041763,
0.012629609555006027,
0.0015805672155693173,
-0.05129509046673775,
0.010286802425980568,
0.02711728774011135,
-0.03879425674676895,
-0.009478835389018059,
0.04192402958869934,
-0.041779033839702606,
0.04134683310985565,
-0.064883753657341,
-0.05458618327975273,
0.01353667676448822,
0.0173810888081789,
0.008663179352879524,
0.015715768560767174,
-0.056371115148067474,
-0.048164039850234985,
-0.06950865685939789,
0.0070500485599040985,
0.03935491293668747,
-0.025403281673789024,
0.09724168479442596,
0.03863470256328583,
0.0859958678483963,
-0.06525807827711105,
0.054339516907930374,
-0.07183189690113068,
-0.03700201213359833,
0.028346547856926918,
-0.05867575481534004,
-0.0195834469050169,
0.1009821891784668,
0.07362041622400284,
0.02201796881854534,
-0.009086251258850098,
0.030079608783125877,
0.03125776723027229,
0.07384935766458511,
-0.026602618396282196,
-0.05913194641470909,
0.048902302980422974,
-0.054735228419303894,
0.029557377099990845,
-0.026480186730623245,
0.010630727745592594,
-0.07054408639669418,
0.0015696390764787793,
-0.006746615283191204,
-0.05707947164773941,
0.057755935937166214,
0.0004030637501273304,
-0.09384595602750778,
0.02138064056634903,
-0.0030781892128288746,
-0.0404372438788414,
0.0020958450622856617,
-0.05608686804771423,
0.0537017397582531,
-0.06762450188398361,
-0.02076183818280697,
-0.036784570664167404,
-0.008411897346377373,
-0.0190383642911911,
0.049035631120204926,
-0.06259091198444366,
0.023004835471510887,
-0.006402542348951101,
0.026894303038716316,
0.0626436397433281,
-0.03799476474523544,
-0.00255964370444417,
-0.08553151786327362,
2.652372963567932e-33,
-0.08285661786794662,
-0.054452940821647644,
-0.007124270312488079,
0.006936508230865002,
0.04002878814935684,
-0.02300828881561756,
-0.05056454986333847,
0.01477811112999916,
-0.02822449617087841,
0.03444604203104973,
0.021889539435505867,
-0.08099117875099182,
0.017465870827436447,
0.09771928191184998,
0.0435924232006073,
0.032890062779188156,
0.025628382340073586,
-0.07066044211387634,
-0.05494031682610512,
0.0632144957780838,
0.0021625226363539696,
0.0009058877476491034,
-0.012510538101196289,
0.09391973912715912,
-0.025109631940722466,
0.02254565991461277,
0.03930164501070976,
-0.030765729025006294,
-0.06607037037611008,
-0.024147657677531242,
0.020339032635092735,
-0.05653764680027962,
-0.17812268435955048,
-0.04689118266105652,
0.011172435246407986,
0.06484126299619675,
0.016855571419000626,
0.06709626317024231,
0.018097294494509697,
0.04489893838763237,
0.08112164586782455,
-0.02572728507220745,
-0.0008794912719167769,
0.01662619598209858,
-0.032885320484638214,
0.05655689910054207,
0.04120819270610809,
-0.03258644416928291,
0.053181275725364685,
0.014613423496484756,
-0.046313297003507614,
-0.018212594091892242,
-0.009207838214933872,
-0.02801915444433689,
-0.07582554966211319,
-0.007430404890328646,
-0.02048531174659729,
-0.09817232936620712,
0.0480145700275898,
-0.03370993956923485,
-0.05221621319651604,
0.058245886117219925,
-0.12082749605178833,
0.09829971939325333,
-0.015019126236438751,
-0.023829281330108643,
-0.09987402707338333,
0.00723123038187623,
0.06873961538076401,
0.005947249475866556,
0.04444138705730438,
-0.059783920645713806,
-0.07981090992689133,
0.00023995200172066689,
-0.022643039003014565,
0.01925126276910305,
-0.03240064159035683,
0.03768077492713928,
0.02302445098757744,
-0.021276164799928665,
-0.01570465974509716,
-0.005704086739569902,
-0.016634833067655563,
0.01679372601211071,
0.0012799666728824377,
0.033900048583745956,
0.07233673334121704,
-0.16015441715717316,
-0.06479443609714508,
0.027935119345784187,
-0.05049661546945572,
-0.11011669039726257,
0.03732077404856682,
0.0786576122045517,
0.021586088463664055,
-1.6738420427486744e-8,
0.02369101718068123,
-0.015115870162844658,
-0.03357016667723656,
-0.023722227662801743,
-0.009674395434558392,
0.0963604748249054,
0.026613429188728333,
-0.11911589652299881,
0.007915577851235867,
0.13015736639499664,
0.010044697672128677,
0.004930667579174042,
0.03208647295832634,
0.11827103048563004,
0.04932137578725815,
-0.025335155427455902,
-0.030231395736336708,
0.052208688110113144,
-0.03183692693710327,
0.001517054159194231,
0.023261861875653267,
0.0835971087217331,
0.025732392445206642,
-0.018613645806908607,
0.031314678490161896,
0.048204436898231506,
-0.09834732860326767,
0.03795277699828148,
-0.04772502928972244,
-0.022413814440369606,
-0.0617685467004776,
0.05618499219417572,
-0.04230571538209915,
0.0018033917294815183,
0.06840234994888306,
0.022216537967324257,
0.007369562517851591,
-0.014166019856929779,
-0.006525239907205105,
-0.05552203953266144,
0.045285582542419434,
-0.0721534863114357,
-0.013195687904953957,
-0.0441875085234642,
0.04356873035430908,
0.014317150227725506,
-0.09925423562526703,
0.026272637769579887,
0.025824759155511856,
0.1032787412405014,
0.03778599202632904,
0.0028777210973203182,
0.043081626296043396,
0.03799097239971161,
0.1259201616048813,
0.02563350461423397,
0.0531306192278862,
-0.07065585255622864,
-0.035030245780944824,
-0.04608198627829552,
0.05758030712604523,
0.01870855689048767,
0.09601864218711853,
0.00000577550963498652
] | p | For that article, | [
"articles",
"articles/hybrid-search"
] | 3,997 |
[
"On Hybrid Search - Qdrant",
"Datasets"
] | /articles/hybrid-search/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(25) | [
0.02897821180522442,
-0.03643343970179558,
-0.0012654672609642148,
0.0658033937215805,
0.07209870964288712,
-0.0627838671207428,
-0.08302519470453262,
0.0021154542919248343,
0.024065151810646057,
-0.003993010148406029,
0.03154779598116875,
-0.021798567846417427,
0.021678360179066658,
-0.022563708946108818,
-0.03803922235965729,
-0.048206839710474014,
0.0936170443892479,
-0.08099391311407089,
-0.047096312046051025,
-0.0025638905353844166,
-0.13739824295043945,
-0.014454002492129803,
0.0989336371421814,
-0.018986394628882408,
0.04995131120085716,
-0.07839109003543854,
-0.05787546932697296,
0.03186488896608353,
0.03116491436958313,
0.002867908449843526,
-0.014548013918101788,
-0.0018643933581188321,
-0.015039151534438133,
0.05702317878603935,
0.043720096349716187,
-0.013280430808663368,
0.029677608981728554,
0.008092080242931843,
0.01586395688354969,
0.024808013811707497,
0.01894679106771946,
0.017730392515659332,
0.0382232591509819,
0.03031541220843792,
0.07847195863723755,
0.0191050935536623,
-0.009665255434811115,
-0.07274842262268066,
0.017604826018214226,
-0.045259103178977966,
-0.13157401978969574,
-0.036207932978868484,
-0.032883644104003906,
-0.00548579590395093,
-0.019900422543287277,
-0.009664599783718586,
-0.026412466540932655,
-0.032463815063238144,
0.0344228632748127,
-0.03859579190611839,
-0.019559193402528763,
-0.10448533296585083,
-0.07595755904912949,
0.07939101755619049,
0.1116175428032875,
0.01837923377752304,
-0.026484323665499687,
-0.0677357167005539,
0.08937670290470123,
-0.03343180939555168,
0.043764177709817886,
0.06551235169172287,
-0.019909406080842018,
0.023478006944060326,
-0.015564230270683765,
0.029706142842769623,
-0.023230135440826416,
0.002118233358487487,
0.07710713893175125,
-0.06923116743564606,
-0.0010020078625530005,
-0.1185615062713623,
-0.07641583681106567,
0.03026006929576397,
0.012522644363343716,
-0.0060313111171126366,
0.03906724229454994,
-0.014186382293701172,
0.020557790994644165,
-0.020943792536854744,
-0.02139822021126747,
-0.04132538661360741,
-0.051094673573970795,
0.003670512931421399,
-0.0303614754229784,
0.041076987981796265,
0.0747477263212204,
0.09014789760112762,
-0.04682978242635727,
0.02755815163254738,
0.01196406502276659,
0.02206762135028839,
-0.00006848231714684516,
0.028801074251532555,
0.022617680951952934,
0.04786931350827217,
0.005664296448230743,
0.044789597392082214,
0.01320425420999527,
-0.052029673010110855,
0.029324563220143318,
0.022039994597434998,
0.07039223611354828,
-0.00735801737755537,
-0.0055689457803964615,
-0.044242117553949356,
-0.1113516092300415,
-0.036849670112133026,
-0.04306713491678238,
0.011026093736290932,
0.0029521542601287365,
-0.0015210516285151243,
-0.029162783175706863,
-0.035108353942632675,
-0.06142737343907356,
0.05932212620973587,
-0.06263938546180725,
-9.559572809882901e-34,
0.09423668682575226,
0.02055487036705017,
0.107332743704319,
-0.046865615993738174,
-0.03667011857032776,
-0.03950261324644089,
-0.011911424808204174,
0.01573365554213524,
-0.01568404585123062,
-0.001410453929565847,
-0.052028458565473557,
-0.0046850512735545635,
-0.0678824931383133,
0.030085885897278786,
0.04472382739186287,
0.08679560571908951,
-0.002581236883997917,
0.026722216978669167,
0.02741939388215542,
0.08540064841508865,
0.07077211886644363,
-0.07415645569562912,
-0.03409670665860176,
-0.07033316045999527,
0.0035160782281309366,
0.1229846328496933,
-0.010077129118144512,
-0.01564161106944084,
-0.13476471602916718,
0.03865114971995354,
-0.11427666246891022,
0.10479636490345001,
0.020621810108423233,
0.0015281528467312455,
0.05004492402076721,
-0.004007571842521429,
0.032406702637672424,
-0.011974033899605274,
0.04114944115281105,
-0.019534653052687645,
-0.0009483172907494009,
0.03783322125673294,
-0.018740495666861534,
-0.09141898155212402,
-0.06565063446760178,
-0.08194532245397568,
-0.0590946264564991,
0.020934630185365677,
-0.07452590763568878,
0.10441449284553528,
0.027140527963638306,
0.05952320620417595,
-0.0618818998336792,
-0.011776426807045937,
-0.06963008642196655,
0.04251877963542938,
0.012972348369657993,
-0.05473310500383377,
-0.047005366533994675,
0.07720058411359787,
0.03679686412215233,
-0.01781476102769375,
-0.019402485340833664,
-0.02289569564163685,
-0.04231598973274231,
0.07378135621547699,
-0.013087896630167961,
0.016673238947987556,
0.08940353989601135,
0.04288949817419052,
0.019381742924451828,
-0.006167450919747353,
-0.011041070334613323,
-0.019164420664310455,
0.18170690536499023,
-0.026989320293068886,
0.014337005093693733,
0.006426779553294182,
0.025832194834947586,
0.013580597937107086,
0.03209739923477173,
0.047967877238988876,
-0.039492376148700714,
-0.01609986461699009,
-0.05488969758152962,
-0.028186621144413948,
0.043399687856435776,
-0.028236282989382744,
-0.055913109332323074,
-0.04677551984786987,
-0.011180202476680279,
0.028118912130594254,
-0.10911830514669418,
0.0024424009025096893,
-0.05587662756443024,
1.1953855519481238e-33,
-0.04242106154561043,
0.008110434748232365,
-0.0538095124065876,
0.019811931997537613,
0.01442236639559269,
0.008089047856628895,
0.013349340297281742,
-0.040854331105947495,
0.07868675142526627,
0.05565251410007477,
0.10376419126987457,
-0.021291736513376236,
-0.027781512588262558,
-0.054134078323841095,
-0.03222740814089775,
0.05862651765346527,
-0.029461145401000977,
-0.056949369609355927,
-0.0012166317319497466,
-0.014750456437468529,
-0.005924299359321594,
0.08470338582992554,
-0.05231482908129692,
0.05816277489066124,
-0.009153838269412518,
0.05935434624552727,
-0.054778020828962326,
0.013036975637078285,
-0.03880247101187706,
-0.09891640394926071,
0.028094880282878876,
0.01627923734486103,
-0.05771844834089279,
-0.08349283784627914,
-0.031585678458213806,
0.08019090443849564,
0.04786863178014755,
0.013893594965338707,
0.02561941184103489,
0.03528007119894028,
0.011494187638163567,
0.08139649778604507,
-0.12884943187236786,
0.03274274244904518,
0.038059983402490616,
-0.05452214926481247,
-0.022713501006364822,
-0.008991848677396774,
0.08174481242895126,
0.01581679843366146,
-0.019642598927021027,
0.053595881909132004,
-0.02361316978931427,
0.02406754158437252,
-0.0265031885355711,
-0.04791874438524246,
0.022409524768590927,
-0.005938064306974411,
0.03523769602179527,
0.07279305160045624,
-0.021386563777923584,
0.009884309954941273,
-0.1253674477338791,
-0.017048319801688194,
-0.014473378658294678,
0.04862173646688461,
-0.01917308196425438,
0.027713172137737274,
-0.028016120195388794,
-0.017144519835710526,
0.012316890060901642,
-0.007138834800571203,
0.03915535658597946,
-0.03928083926439285,
-0.04913052171468735,
0.025474833324551582,
-0.05212225764989853,
0.05885874480009079,
0.006119171157479286,
0.01432726625353098,
0.027812864631414413,
-0.026208780705928802,
0.011094176210463047,
0.07985395193099976,
0.07313942909240723,
0.09093247354030609,
0.00355499517172575,
-0.047896817326545715,
-0.03511221334338188,
-0.00319667742587626,
-0.06429612636566162,
-0.04198728874325752,
0.00655797915533185,
0.06753771752119064,
-0.033444538712501526,
-2.43120705789579e-8,
-0.00026211058138869703,
0.0719667300581932,
0.04815726727247238,
0.08690901845693588,
-0.00012263299140613526,
-0.015042408369481564,
-0.07440239936113358,
0.13842393457889557,
-0.03901557996869087,
-0.0697479322552681,
0.0659637302160263,
-0.032402049750089645,
-0.05136296525597572,
0.04132873937487602,
0.0745212659239769,
0.018968990072607994,
0.031961336731910706,
0.02078518457710743,
-0.04815476015210152,
0.0213053859770298,
0.00247517554089427,
0.06568355113267899,
-0.012681212276220322,
-0.07642967253923416,
0.05878405272960663,
-0.02809481881558895,
-0.00023251482343766838,
0.043744996190071106,
0.0780513808131218,
-0.03305019810795784,
-0.04795973747968674,
0.038455646485090256,
0.07131250947713852,
-0.06597091257572174,
0.015262180007994175,
0.02686173841357231,
-0.005565429572016001,
0.02406790293753147,
-0.07692618668079376,
-0.001378827029839158,
-0.06465796381235123,
0.04531629756093025,
0.021598272025585175,
0.023241441696882248,
0.0006500663585029542,
0.06557723879814148,
0.013589714653789997,
0.031206771731376648,
0.07013434171676636,
0.0013837650185450912,
-0.012413734570145607,
-0.009168245829641819,
-0.07827548682689667,
0.06512649357318878,
0.04581683874130249,
0.0035204917658120394,
0.05468842759728432,
-0.04375511780381203,
-0.01098620519042015,
-0.033535879105329514,
0.10230550915002823,
-0.09609227627515793,
-0.13939516246318817,
0.038722533732652664
] | p | I’m performing zero shot search, meaning our models didn’t have any prior exposure to the benchmark datasets, | [
"articles",
"articles/hybrid-search"
] | 3,998 |
[
"On Hybrid Search - Qdrant",
"Datasets"
] | /articles/hybrid-search/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(25) | [
0.009634516201913357,
-0.02628360688686371,
-0.004963926039636135,
-0.015363616868853569,
0.06993282586336136,
-0.016228538006544113,
-0.09324302524328232,
0.02296130359172821,
0.04622702673077583,
0.0033936076797544956,
-0.003695006715133786,
0.039487238973379135,
0.05620437487959862,
-0.02560785785317421,
-0.027596108615398407,
0.019513878971338272,
0.03490309417247772,
-0.03618326410651207,
-0.010861891321837902,
-0.02274836041033268,
0.0230884812772274,
0.08461233973503113,
-0.01498917955905199,
-0.010331657715141773,
-0.02516157180070877,
-0.004506120923906565,
-0.033572860062122345,
-0.06514956802129745,
-0.029261436313390732,
0.02283981814980507,
-0.00014027916768100113,
0.13079796731472015,
-0.09617260098457336,
-0.013512604869902134,
0.08019745349884033,
0.030652619898319244,
-0.03329611197113991,
0.08818723261356354,
0.02415987104177475,
-0.03700820356607437,
-0.018409984186291695,
-0.0008461737306788564,
0.04072137922048569,
0.03282859921455383,
0.01141588669270277,
0.06332195550203323,
-0.08202709257602692,
-0.07595472782850266,
0.06109321117401123,
-0.048280637711286545,
-0.0823984369635582,
-0.0001938724599312991,
-0.02130950428545475,
0.0557839535176754,
-0.017958590760827065,
0.06113677844405174,
-0.027591798454523087,
-0.056035809218883514,
0.0031221751123666763,
0.03320562466979027,
0.05694239214062691,
-0.017847225069999695,
-0.06113981828093529,
-0.0002849667507689446,
0.014420061372220516,
-0.06501991301774979,
0.010834806598722935,
0.025789732113480568,
0.02673845738172531,
-0.08776065707206726,
0.06056342273950577,
0.02884124591946602,
-0.013566946610808372,
0.15890514850616455,
0.09719004482030869,
0.04260101914405823,
-0.020419906824827194,
0.00017871850286610425,
0.062127240002155304,
-0.034980658441782,
0.06142740696668625,
-0.033602871000766754,
0.045966483652591705,
0.022447586059570312,
0.056148577481508255,
0.018525350838899612,
0.013657288625836372,
-0.11198461055755615,
0.03863983973860741,
0.031217262148857117,
-0.13206589221954346,
-0.08625257015228271,
0.1141020730137825,
-0.08315229415893555,
0.0005863109254278243,
-0.018425198271870613,
0.02641649730503559,
0.004671984352171421,
0.006312051322311163,
0.08592158555984497,
-0.05945912003517151,
0.052535995841026306,
0.022457072511315346,
-0.15339523553848267,
-0.09713933616876602,
-0.0011980199487879872,
0.02391626499593258,
0.06607142090797424,
0.08455316722393036,
-0.08836736530065536,
-0.04593038186430931,
0.003449463751167059,
0.04101911187171936,
-0.058082908391952515,
0.042803678661584854,
-0.05670153349637985,
0.015402146615087986,
0.0051267072558403015,
0.04237467050552368,
-0.011337848380208015,
-0.06099417433142662,
-0.011987727135419846,
-0.07694751769304276,
-0.07573564350605011,
-0.011170540936291218,
0.004222209565341473,
-0.07560628652572632,
-5.354855414601495e-33,
0.02503979578614235,
0.06181694194674492,
0.07319686561822891,
0.05545281618833542,
-0.07390595972537994,
-0.0029006146360188723,
0.0017044314881786704,
0.007131495978683233,
0.049901142716407776,
-0.032603487372398376,
-0.04343244433403015,
0.009869366884231567,
-0.010108883492648602,
0.009382870979607105,
0.09107574075460434,
0.04068286344408989,
0.04990891367197037,
0.10220403224229813,
0.05584452673792839,
-0.0019841804169118404,
0.007334510795772076,
0.01619514264166355,
-0.018781129270792007,
0.026012694463133812,
0.05826544761657715,
-0.01306725200265646,
0.02037719078361988,
-0.06114039570093155,
0.005687471013516188,
0.041673436760902405,
-0.022583771497011185,
0.036721862852573395,
-0.10528574883937836,
0.009080174379050732,
0.12355461716651917,
0.08366028219461441,
-0.014381642453372478,
-0.015474002808332443,
-0.008452057838439941,
-0.02966364473104477,
-0.049949102103710175,
-0.04251772165298462,
-0.02307084947824478,
0.039773326367139816,
-0.05158064141869545,
-0.037572622299194336,
-0.005063190590590239,
-0.11470258980989456,
0.044305648654699326,
0.038433026522397995,
0.008555382490158081,
0.05080420523881912,
0.04025780409574509,
0.0345609225332737,
-0.051909368485212326,
0.054089780896902084,
0.02179499715566635,
0.05729132145643234,
0.023256132379174232,
0.03800433501601219,
0.02346711792051792,
0.00003844470847980119,
-0.0749412328004837,
0.016112634912133217,
-0.06411752849817276,
-0.011289617978036404,
-0.006362884771078825,
-0.07006435841321945,
0.0024170142132788897,
0.06843607127666473,
0.048907820135354996,
0.06222258135676384,
0.02814960479736328,
-0.03932876139879227,
-0.02339857630431652,
-0.03167284280061722,
-0.04029044881463051,
0.026850292459130287,
0.009904340840876102,
-0.01884983666241169,
0.002575224731117487,
-0.04348631948232651,
0.0015207086689770222,
0.013296580873429775,
0.009178807958960533,
-0.05768889933824539,
0.025447560474276543,
-0.08148013055324554,
-0.05375126749277115,
0.019800135865807533,
-0.09385313093662262,
0.06246427074074745,
-0.09603294730186462,
-0.05432305485010147,
0.036845408380031586,
4.211887359808445e-33,
-0.05847973749041557,
-0.07444832473993301,
0.04970048740506172,
0.0561535470187664,
0.029950205236673355,
-0.014429357834160328,
0.05060679838061333,
-0.05986763536930084,
0.016683537513017654,
0.02983158640563488,
-0.018455348908901215,
-0.004799615126103163,
-0.03605875000357628,
-0.039399515837430954,
0.03636563569307327,
0.05574480816721916,
0.04393397644162178,
0.008745493367314339,
-0.06039556860923767,
0.046131715178489685,
-0.03498469665646553,
0.06318620592355728,
-0.0685209110379219,
0.11272129416465759,
0.008344456553459167,
0.08430954068899155,
-0.034930504858493805,
0.03550971671938896,
-0.09186932444572449,
-0.0024483392480760813,
-0.026186008006334305,
-0.09187379479408264,
-0.05335488170385361,
0.05219067260622978,
-0.09553036838769913,
0.03555455058813095,
0.006583020556718111,
0.015116032212972641,
-0.10174448043107986,
0.02220855839550495,
-0.07530313730239868,
0.05428595840930939,
-0.07134942710399628,
0.0012824630830436945,
0.01979675516486168,
-0.037062570452690125,
-0.04643959552049637,
0.08666371554136276,
0.10589165985584259,
0.14380556344985962,
-0.013799517415463924,
-0.043408822268247604,
0.039914168417453766,
-0.049934737384319305,
-0.018184281885623932,
0.01740422286093235,
-0.01491294614970684,
0.0877588540315628,
-0.017464501783251762,
0.019452901557087898,
-0.0177601370960474,
0.041078001260757446,
-0.012400534935295582,
0.07695836573839188,
0.03249083459377289,
-0.02537016198039055,
0.005636010318994522,
0.022556329146027565,
-0.0638570636510849,
0.008575095795094967,
0.07852381467819214,
-0.07486899197101593,
-0.05299195647239685,
-0.044602587819099426,
-0.06587045639753342,
0.046973083168268204,
0.051888056099414825,
-0.06034345179796219,
-0.027289144694805145,
0.039233990013599396,
0.012433158233761787,
-0.061846621334552765,
0.09224487841129303,
0.08431567251682281,
0.024036182090640068,
0.0007784866611473262,
-0.08135135471820831,
0.01365804485976696,
-0.04769989475607872,
-0.015049059875309467,
-0.009068279527127743,
-0.03912265971302986,
-0.017884304746985435,
-0.03708114102482796,
-0.022645337507128716,
-2.3337758392472097e-8,
0.009982679970562458,
-0.014083555899560452,
-0.02759534865617752,
0.021341707557439804,
0.03846686705946922,
0.033774495124816895,
0.00864347629249096,
0.06822314113378525,
-0.009230908006429672,
-0.007082859054207802,
-0.011618057265877724,
-0.0426778607070446,
-0.07656695693731308,
0.061937928199768066,
-0.03216228634119034,
-0.07932788133621216,
-0.008672035299241543,
0.06591512262821198,
-0.07312676310539246,
0.005371037404984236,
-0.024930978193879128,
0.09574922174215317,
-0.007116035558283329,
0.04399252310395241,
0.0043194652535021305,
0.05205810070037842,
-0.08570098131895065,
-0.022395264357328415,
0.023939944803714752,
-0.007408296223729849,
0.0464341938495636,
0.04009419307112694,
-0.06901438534259796,
0.008850669488310814,
0.09358510375022888,
0.037152741104364395,
-0.01747463457286358,
-0.055286992341279984,
-0.06453472375869751,
-0.06331466883420944,
-0.020978601649403572,
0.023676294833421707,
0.02013646438717842,
0.07065080851316452,
0.06693868339061737,
-0.01761273853480816,
0.09330859035253525,
-0.0009359132964164019,
0.059372320771217346,
-0.05956963822245598,
-0.06523434072732925,
-0.03859136253595352,
0.006812128238379955,
-0.0004556307103484869,
0.05503899231553078,
-0.017786595970392227,
-0.005172728095203638,
-0.02552966959774494,
-0.015674004331231117,
0.029229966923594475,
0.04122263938188553,
-0.052288126200437546,
0.04369037225842476,
0.0709807425737381
] | p | so this is effectively an out-of-domain search. | [
"articles",
"articles/hybrid-search"
] | 3,999 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(38) | [
-0.028971558436751366,
-0.13316181302070618,
0.014032039791345596,
-0.061276279389858246,
0.043717920780181885,
-0.05085313692688942,
-0.08671131730079651,
-0.03307047486305237,
0.042027510702610016,
-0.00657815532758832,
-0.041334595531225204,
0.08821279555559158,
0.0011269989190623164,
0.018332725390791893,
0.008787698112428188,
-0.053338635712862015,
0.032012347131967545,
-0.14381098747253418,
-0.020008036866784096,
-0.029773805290460587,
0.016971569508314133,
-0.08648046106100082,
0.022125937044620514,
-0.05686452239751816,
0.021522238850593567,
-0.04425334557890892,
-0.06424067914485931,
-0.06671608239412308,
0.04130060598254204,
-0.00926330778747797,
0.006246977485716343,
0.0670459046959877,
-0.027920778840780258,
0.011134477332234383,
-0.04782536253333092,
-0.018401047214865685,
-0.020689789205789566,
0.034104280173778534,
-0.0883595272898674,
-0.047970086336135864,
0.03212977945804596,
0.007439245469868183,
0.015040202997624874,
0.06100497394800186,
0.011237564496695995,
-0.05128530040383339,
-0.01406194269657135,
-0.10563039034605026,
0.014622043818235397,
0.015561415813863277,
-0.03693544492125511,
-0.0280508641153574,
0.04796360060572624,
0.014448688365519047,
0.028374040499329567,
0.0474686473608017,
-0.10399775952100754,
0.05667043477296829,
-0.01925554685294628,
0.10992194712162018,
-0.0799797773361206,
0.014356243424117565,
-0.07680393010377884,
0.06098584085702896,
0.13970886170864105,
0.13461723923683167,
0.06574518978595734,
-0.06429718434810638,
-0.05151321738958359,
0.00566937355324626,
0.008568814024329185,
0.014190418645739555,
0.004314773250371218,
0.0124443881213665,
-0.07664848119020462,
-0.006984566804021597,
0.04170968756079674,
-0.041206445544958115,
-0.024815229699015617,
-0.09311142563819885,
0.026390936225652695,
0.03670567646622658,
-0.026814252138137817,
-0.0024843772407621145,
0.05864392966032028,
0.010382268577814102,
-0.08576325327157974,
-0.05480225011706352,
0.020005611702799797,
0.020743798464536667,
-0.06124147027730942,
-0.007285410072654486,
0.08998332172632217,
0.03034181520342827,
0.029759861528873444,
-0.00657231081277132,
0.058291658759117126,
0.084403857588768,
0.039044588804244995,
-0.005770231131464243,
0.008619227446615696,
-0.038101550191640854,
0.015818625688552856,
0.00967511348426342,
-0.003740282030776143,
0.0015597022138535976,
0.0769433006644249,
-0.004268533084541559,
-0.016200918704271317,
-0.02706175111234188,
-0.014493715949356556,
0.00788371916860342,
0.037895169109106064,
-0.00005602025703410618,
-0.006809007842093706,
0.01435324177145958,
-0.07634943723678589,
-0.015263828448951244,
0.0312901996076107,
0.08805686980485916,
-0.0957297757267952,
-0.06023553013801575,
-0.0733843669295311,
0.0025148855056613684,
0.015426449477672577,
-0.026529787108302116,
-0.04016788303852081,
-2.05628216598885e-34,
-0.04023488238453865,
-0.029013510793447495,
0.018633607774972916,
-0.08002489060163498,
0.026844410225749016,
0.048898082226514816,
0.05483044683933258,
0.01010227482765913,
-0.05981601029634476,
-0.022281795740127563,
-0.07514764368534088,
0.02099735662341118,
-0.04781337454915047,
-0.018680572509765625,
0.0456702746450901,
-0.06164063885807991,
0.04412331059575081,
0.1039726734161377,
-0.033877674490213394,
0.026688452810049057,
0.09409552067518234,
-0.004836316220462322,
-0.060984253883361816,
-0.0385550782084465,
0.012557955458760262,
0.029124701395630836,
0.026821687817573547,
0.0631650760769844,
0.08111748099327087,
0.001435233629308641,
-0.018012763932347298,
0.017067143693566322,
-0.08917272090911865,
0.010964779183268547,
0.018732013180851936,
-0.005573759786784649,
-0.022902103140950203,
0.01978500746190548,
0.041839227080345154,
-0.017065096646547318,
-0.09214337170124054,
0.0007496667676605284,
-0.058524370193481445,
-0.10796559602022171,
-0.06098812818527222,
-0.06479912996292114,
-0.04152141883969307,
-0.05834658443927765,
-0.02822181209921837,
-0.006630361545830965,
0.023514878004789352,
0.06991123408079147,
0.03146699070930481,
0.004374033771455288,
0.04584179073572159,
-0.024869751185178757,
0.03904947638511658,
0.041895389556884766,
0.05719354748725891,
0.18179012835025787,
-0.009154273197054863,
-0.038322169333696365,
-0.05238290876150131,
0.021243099123239517,
0.05332944169640541,
0.072369784116745,
0.01855037361383438,
-0.004027331713587046,
-0.07425808906555176,
0.04054407775402069,
-0.04657169431447983,
-0.033998265862464905,
0.05516130477190018,
-0.007884271442890167,
0.09127185493707657,
0.0060249618254601955,
-0.024506689980626106,
-0.02708013355731964,
-0.04844679683446884,
0.06621363013982773,
-0.07180430740118027,
0.019131096079945564,
-0.02452702634036541,
0.055775780230760574,
0.06109824776649475,
-0.0012811491033062339,
0.015304408967494965,
-0.04251791909337044,
-0.08442647755146027,
0.0777854323387146,
-0.011280635371804237,
-0.08104988187551498,
-0.004164543468505144,
0.013508685864508152,
-0.0667344257235527,
1.4461280478701181e-34,
-0.07069972157478333,
-0.035952530801296234,
-0.06270697712898254,
0.08271141350269318,
-0.032641127705574036,
0.027348505333065987,
0.05137617513537407,
0.021280305460095406,
-0.09891796112060547,
-0.0008751625427976251,
0.084849514067173,
-0.03790121525526047,
-0.0077940733171999454,
-0.001986396498978138,
-0.029635082930326462,
-0.01813407428562641,
0.053092315793037415,
-0.0310346782207489,
0.06727109104394913,
0.02530503086745739,
0.06751814484596252,
0.089771568775177,
-0.03417612239718437,
0.03380595147609711,
-0.043263182044029236,
0.05591139942407608,
-0.015469756908714771,
0.06919017434120178,
-0.03253958746790886,
0.008543655276298523,
-0.028983650729060173,
-0.023425308987498283,
-0.06729009002447128,
-0.024321410804986954,
0.0964471846818924,
0.03439495339989662,
0.006487729959189892,
0.034934721887111664,
-0.04486521705985069,
-0.004569788463413715,
0.09218596667051315,
-0.0804099440574646,
-0.037458136677742004,
0.03108961321413517,
0.05664818733930588,
0.05008864402770996,
-0.1688561886548996,
-0.010110755451023579,
-0.03712622821331024,
0.034865956753492355,
0.015111131593585014,
-0.03238360583782196,
0.01751331053674221,
-0.02711465023458004,
-0.039870042353868484,
-0.009732235223054886,
0.026820873841643333,
0.06478922814130783,
0.04094791039824486,
0.0418262705206871,
0.10901284217834473,
-0.07306668907403946,
-0.031234588474035263,
-0.05184243246912956,
0.08058789372444153,
0.10051446408033371,
-0.015773702412843704,
0.07322131842374802,
-0.015768421813845634,
0.03747245669364929,
0.04730808734893799,
0.012000400573015213,
-0.022804347798228264,
0.05451922118663788,
-0.08561204373836517,
0.004802468232810497,
0.026297440752387047,
-0.07677330821752548,
-0.024561315774917603,
0.04332442581653595,
-0.04092836007475853,
0.012306325137615204,
0.04827539250254631,
0.015232429839670658,
-0.03879663720726967,
0.10959884524345398,
0.04766639322042465,
0.031213844195008278,
0.0487767830491066,
-0.027366170659661293,
-0.011746625415980816,
-0.0001553716283524409,
-0.027026541531085968,
0.07955149561166763,
-0.06551682949066162,
-2.5792822100356716e-8,
0.019596653059124947,
-0.01808377541601658,
0.055228330194950104,
0.010493702255189419,
0.027331417426466942,
-0.023505080491304398,
0.07323018461465836,
0.001866255421191454,
0.023050948977470398,
0.01988300494849682,
0.07064097374677658,
-0.07080059498548508,
-0.02714710868895054,
-0.03711622208356857,
0.10050614923238754,
0.05036935955286026,
-0.051628414541482925,
-0.07236849516630173,
-0.0211745947599411,
-0.04173800349235535,
0.023839375004172325,
0.01821945793926716,
0.0016405564965680242,
0.027729777619242668,
-0.03741694614291191,
0.013984042219817638,
0.025033071637153625,
0.08054982125759125,
0.012540312483906746,
-0.015734877437353134,
-0.023459676653146744,
-0.03561488911509514,
0.032394979149103165,
0.006293929181993008,
-0.011224648915231228,
0.016980495303869247,
-0.009643875062465668,
0.03847605735063553,
0.056399159133434296,
-0.0430770143866539,
-0.06504421681165695,
-0.00949854776263237,
-0.017016643658280373,
0.03972596675157547,
0.020733028650283813,
-0.019690293818712234,
-0.09620954841375351,
-0.005966318771243095,
0.07963098585605621,
-0.03532177582383156,
0.003893031505867839,
0.03784122318029404,
-0.015018949285149574,
0.015921559184789658,
0.07139061391353607,
-0.07265888154506683,
0.043972957879304886,
-0.09389563649892807,
0.04745090380311012,
0.1000867635011673,
0.02660638466477394,
-0.05139748379588127,
0.0023635951802134514,
0.055730774998664856
] | p | And that’s because of all the multiple processing and ONNX runtime itself at some point in the future. | [
"blog",
"blog/fast-embed-models"
] | 16,000 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(38) | [
-0.08486595749855042,
-0.042414650321006775,
-0.005163779016584158,
-0.02700633741915226,
0.04947032406926155,
-0.07043185085058212,
-0.04370765760540962,
0.0028900830075144768,
-0.03657717630267143,
-0.039786115288734436,
-0.08841513097286224,
0.07160220295190811,
-0.05259109288454056,
0.051376860588788986,
0.04460151493549347,
-0.03361344709992409,
0.007539424579590559,
-0.04920439049601555,
-0.027773352339863777,
0.053435757756233215,
0.0020521492697298527,
-0.03929109871387482,
0.009384406730532646,
-0.00482993945479393,
-0.007922938093543053,
-0.002692276146262884,
0.06045396625995636,
-0.06639441102743149,
0.05177163705229759,
0.04408016428351402,
0.03671744465827942,
-0.050384484231472015,
0.0004286761104594916,
-0.009313693270087242,
-0.028879687190055847,
-0.03603426367044449,
-0.02688557654619217,
-0.09341560304164886,
-0.022856321185827255,
-0.09815787523984909,
-0.0005935736116953194,
-0.05638701096177101,
-0.028262987732887268,
0.0656014010310173,
0.007310201413929462,
-0.021623846143484116,
-0.02393852360546589,
0.0012685430701822042,
0.03316579386591911,
-0.00794285535812378,
0.0618717186152935,
0.0081185232847929,
-0.05168115347623825,
-0.03439873829483986,
-0.06437553465366364,
0.03778035193681717,
-0.015326135791838169,
-0.10849227011203766,
0.05081192031502724,
0.00388397672213614,
0.043353691697120667,
-0.051823705434799194,
-0.06589439511299133,
0.09051232039928436,
-0.014746902510523796,
-0.018543260172009468,
0.04944664612412453,
0.0340423658490181,
-0.037547044456005096,
-0.03029564954340458,
-0.002814959269016981,
0.014367332682013512,
-0.014404227957129478,
-0.012831216678023338,
-0.01256776973605156,
0.08007156103849411,
0.005515872035175562,
-0.02586260810494423,
0.07883685827255249,
-0.05237504839897156,
0.048613209277391434,
0.010290714912116528,
0.04395159333944321,
-0.027901506051421165,
0.04293425753712654,
0.017505580559372902,
-0.0069289966486394405,
0.00758789200335741,
-0.05808712914586067,
-0.13133415579795837,
-0.007640602998435497,
0.03478419780731201,
0.06487271189689636,
0.030443549156188965,
-0.01814405992627144,
-0.002345504006370902,
-0.026273565366864204,
-0.08498052507638931,
-0.11600374430418015,
0.06506762653589249,
-0.03917372226715088,
0.05434303730726242,
0.044443611055612564,
0.08802692592144012,
-0.1045842245221138,
0.054122623056173325,
-0.09137696772813797,
0.0890938863158226,
0.01887463591992855,
0.030191006138920784,
0.007172352634370327,
0.059063490480184555,
-0.03448578715324402,
0.007290612906217575,
-0.023886434733867645,
0.0008462028345093131,
-0.03792046010494232,
0.008063477464020252,
0.12021533399820328,
-0.03499801829457283,
-0.08287642896175385,
0.0004539501096587628,
-0.06750775873661041,
-0.055734552443027496,
0.05602700635790825,
0.00004501544026425108,
-0.06770343333482742,
-5.16450981842475e-33,
-0.011979900300502777,
0.013613791204988956,
0.05482897162437439,
-0.0826108381152153,
0.013188418000936508,
0.059827689081430435,
-0.022634144872426987,
-0.04670978710055351,
0.017440909519791603,
-0.02825441211462021,
-0.05212552100419998,
0.05538236349821091,
0.01545372698456049,
0.04938167333602905,
0.032397784292697906,
-0.08798091858625412,
0.009942753240466118,
0.14573629200458527,
0.0295517947524786,
0.012028015218675137,
0.014390727505087852,
0.017259517684578896,
0.0603981576859951,
-0.027521319687366486,
0.04606348276138306,
0.0188593752682209,
-0.029080212116241455,
0.03376876562833786,
0.0703013464808464,
0.03564530238509178,
-0.028457384556531906,
-0.07019451260566711,
-0.09454330056905746,
-0.008203490637242794,
-0.031028157100081444,
0.017440706491470337,
-0.06973826140165329,
-0.06992822885513306,
0.01487230695784092,
0.013079047203063965,
-0.009110190905630589,
0.045710474252700806,
-0.01139431819319725,
-0.0795452743768692,
0.06766856461763382,
0.04221821576356888,
0.04507064446806908,
-0.026335936039686203,
-0.041857026517391205,
-0.03856915980577469,
-0.04981211572885513,
0.0606110580265522,
-0.09751053899526596,
-0.02821355313062668,
0.028030650690197945,
-0.036270879209041595,
0.030309781432151794,
-0.008214998058974743,
0.1176462322473526,
-0.002006000140681863,
-0.026002436876296997,
-0.026027843356132507,
-0.011249749921262264,
-0.014465835876762867,
-0.12642592191696167,
0.05364888533949852,
0.029224898666143417,
0.021791623905301094,
-0.1373773068189621,
0.03701655566692352,
-0.08266014605760574,
-0.0033685010857880116,
0.013947179540991783,
0.05471149832010269,
-0.04662282019853592,
0.02845926769077778,
0.03595295920968056,
0.009008505381643772,
-0.0030317693017423153,
-0.009101063013076782,
-0.09460924565792084,
-0.06185055151581764,
0.04549965634942055,
0.035344064235687256,
0.09177205711603165,
0.01100682932883501,
0.03214310109615326,
0.01400559488683939,
-0.05499967560172081,
-0.019811036065220833,
-0.0933607816696167,
0.0020092250779271126,
0.0113440603017807,
0.09791619330644608,
-0.007245756220072508,
3.0630611187154764e-33,
-0.04470231384038925,
-0.04705784469842911,
-0.0014180578291416168,
0.045254044234752655,
0.06979509443044662,
-0.057598717510700226,
0.05842171981930733,
-0.10202661901712418,
0.052441298961639404,
0.03224574029445648,
0.03290773928165436,
0.07279293239116669,
0.024181000888347626,
0.05776062607765198,
-0.005948747042566538,
-0.04129032790660858,
0.015547094866633415,
-0.03495535999536514,
-0.00442762766033411,
-0.00925614032894373,
0.012697156518697739,
0.08613427728414536,
-0.06775026023387909,
0.11493632942438126,
0.07155480980873108,
-0.021407218649983406,
-0.01945141889154911,
-0.047875698655843735,
0.011573491618037224,
0.032308179885149,
-0.00902874767780304,
-0.017176393419504166,
-0.15698693692684174,
0.039123620837926865,
0.06754761934280396,
-0.02049463987350464,
0.06974785774946213,
0.061563313007354736,
-0.02382292039692402,
0.05801443010568619,
0.11433952301740646,
-0.009352770633995533,
0.06392525136470795,
0.07508104294538498,
0.03151095286011696,
0.032981306314468384,
0.08240103721618652,
0.016238344833254814,
-0.09960367530584335,
-0.018031636252999306,
0.0031969905830919743,
-0.035249654203653336,
0.014231414534151554,
0.022435735911130905,
0.0032194722443819046,
-0.04014362767338753,
0.04714634269475937,
0.029904142022132874,
-0.011420604772865772,
-0.0002794692700263113,
0.01945621147751808,
0.01731269061565399,
0.01679707132279873,
-0.01844482682645321,
0.03192557767033577,
-0.005557073745876551,
0.03385040909051895,
0.034035928547382355,
-0.007658630143851042,
0.05993730202317238,
0.05990099906921387,
-0.08610399812459946,
-0.07129259407520294,
0.07191871106624603,
-0.015279636718332767,
0.08072414249181747,
0.02551613748073578,
-0.1268898844718933,
0.01668485812842846,
0.000030390378014999442,
0.0030923872254788876,
-0.0360616035759449,
0.03638394922018051,
0.03398676589131355,
0.07079879194498062,
-0.05845150351524353,
0.04232058301568031,
-0.03289863467216492,
0.07838793843984604,
-0.06308005005121231,
-0.10940998047590256,
0.013228069059550762,
-0.0159592367708683,
0.013285384513437748,
-0.04440242052078247,
-1.5534400432670736e-8,
0.0425429530441761,
-0.001628361875191331,
0.06081700325012207,
0.07031264901161194,
0.0017929659225046635,
-0.04550040513277054,
-0.0010624016867950559,
-0.08197496831417084,
0.04567515850067139,
-0.005835945717990398,
0.09618133306503296,
-0.08126500248908997,
0.006677417550235987,
0.015983764082193375,
0.07498732209205627,
0.07423365861177444,
-0.053294502198696136,
0.11285349726676941,
-0.015461424365639687,
-0.002742647659033537,
-0.09217601269483566,
0.06493135541677475,
0.04293464869260788,
0.024845674633979797,
0.0033472224604338408,
-0.005739864893257618,
0.03715481236577034,
0.02811492793262005,
0.0194268599152565,
0.03001311421394348,
-0.011830445379018784,
-0.027453303337097168,
-0.0325295589864254,
0.004634172189980745,
0.07363791018724442,
-0.05059110373258591,
-0.02252228930592537,
0.10826481878757477,
0.10768703371286392,
-0.0370895080268383,
-0.06326054036617279,
0.008000856265425682,
0.016755450516939163,
0.009410670027136803,
-0.01762554422020912,
0.019124835729599,
-0.06822993606328964,
-0.005408033728599548,
-0.03368249163031578,
0.08147740364074707,
-0.05389609560370445,
0.0008921532426029444,
0.029690921306610107,
0.0462503544986248,
0.0292240921407938,
-0.0013366835191845894,
-0.08163272589445114,
0.009655967354774475,
0.0076836817897856236,
-0.029916420578956604,
0.05447317659854889,
-0.03852755203843117,
0.03393297642469406,
0.0065026492811739445
] | p | We also want to support GPUs. | [
"blog",
"blog/fast-embed-models"
] | 16,001 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(38) | [
0.028580931946635246,
-0.06513126939535141,
0.012190924026072025,
0.00828184001147747,
0.015647733584046364,
-0.0634138286113739,
-0.13605736196041107,
-0.045425817370414734,
-0.05415022000670433,
-0.044464360922575,
-0.02227776311337948,
0.040851861238479614,
-0.08021391928195953,
0.09133951365947723,
0.09153104573488235,
0.03392710164189339,
0.011279291473329067,
-0.11735518276691437,
-0.04267469793558121,
0.08678562194108963,
-0.028246132656931877,
-0.06582555174827576,
-0.0081525519490242,
0.02427247352898121,
-0.01780170015990734,
0.028068652376532555,
-0.029528716579079628,
0.008456261828541756,
0.008684512227773666,
-0.029251916334033012,
-0.011520272120833397,
0.05552595853805542,
-0.03535093739628792,
0.0027307309210300446,
0.02732902765274048,
-0.033007483929395676,
-0.04241332411766052,
-0.03725292533636093,
-0.0440308041870594,
-0.07611675560474396,
0.0007015730370767415,
0.07518506050109863,
0.04039585590362549,
0.055682942271232605,
0.013171767815947533,
0.005255003925412893,
0.035069748759269714,
-0.0035527634900063276,
0.06245039775967598,
-0.034979499876499176,
-0.012958824634552002,
0.05726197734475136,
-0.0009968471713364124,
-0.05770697072148323,
-0.056855909526348114,
0.05930084362626076,
0.0015263953246176243,
-0.04456339403986931,
0.08825810253620148,
-0.02565775066614151,
0.09398940950632095,
-0.06837771832942963,
0.0073177870362997055,
0.04980732873082161,
0.027380511164665222,
0.025752751156687737,
0.029498238116502762,
-0.06763239204883575,
-0.0852845087647438,
0.004345264285802841,
0.03052617982029915,
0.10393766313791275,
-0.026867365464568138,
-0.031160051003098488,
-0.007914097048342228,
0.0067922193557024,
0.008016805164515972,
-0.05683881789445877,
0.04154101014137268,
-0.05284066125750542,
-0.006671620532870293,
0.014709762297570705,
-0.013201410882174969,
0.021263152360916138,
0.07231777906417847,
0.0032465967815369368,
0.03433391451835632,
-0.04263625666499138,
-0.057750072330236435,
-0.07363240420818329,
-0.00957389734685421,
-0.024574890732765198,
0.06956905126571655,
0.03296137973666191,
-0.04368869960308075,
-0.07417162507772446,
0.09049157798290253,
0.04221425577998161,
-0.03777603805065155,
-0.007204342167824507,
-0.01577145792543888,
-0.021789230406284332,
0.10842595994472504,
0.1377987414598465,
-0.01765780709683895,
0.03591184690594673,
0.049268078058958054,
0.001525539206340909,
-0.10508283972740173,
0.0026269175577908754,
0.005980862770229578,
0.07027730345726013,
-0.007076810579746962,
0.08413553982973099,
-0.01782958023250103,
0.03771393373608589,
-0.1317448765039444,
-0.025704359635710716,
-0.009071646258234978,
0.04314415901899338,
-0.0987262949347496,
-0.05025896802544594,
-0.09919343888759613,
-0.04368108883500099,
0.04558681696653366,
0.05281947925686836,
0.04865536093711853,
2.7010320012072437e-33,
0.05928516015410423,
-0.10110393911600113,
0.049085378646850586,
-0.012654275633394718,
0.057112302631139755,
0.07916965335607529,
-0.0009382428834214807,
0.03391881287097931,
0.004571725148707628,
0.007250083144754171,
-0.002028732094913721,
-0.021311229094862938,
-0.0011052374029532075,
0.01144914235919714,
0.007695187348872423,
-0.022849779576063156,
0.0010090625146403909,
0.1101365014910698,
-0.03358463943004608,
0.10916788130998611,
0.0752079114317894,
-0.016067059710621834,
-0.00922440830618143,
-0.07179586589336395,
-0.05629458278417587,
0.11047708243131638,
-0.005399907939136028,
0.06777694076299667,
0.014063050970435143,
-0.008365116082131863,
0.018352018669247627,
-0.03187830373644829,
0.09053639322519302,
0.036476824432611465,
0.03190579265356064,
0.0023626945912837982,
0.0744270384311676,
0.029611919075250626,
-0.019474497064948082,
0.042969804257154465,
-0.04882941022515297,
0.05524228885769844,
-0.03458646684885025,
-0.06385400146245956,
-0.05090088024735451,
0.00006789311009924859,
0.024501388892531395,
-0.04249246045947075,
-0.04240850731730461,
0.10623635351657867,
-0.06157076731324196,
0.037736907601356506,
-0.04927292466163635,
-0.053568996489048004,
0.050767816603183746,
-0.050108764320611954,
-0.004536961670964956,
0.009651780128479004,
-0.021100973710417747,
-0.008076619356870651,
-0.03472549095749855,
-0.06524258106946945,
-0.025066426023840904,
-0.16043078899383545,
0.01024194061756134,
-0.010893182829022408,
0.023653481155633926,
0.06617419421672821,
-0.05283071845769882,
-0.006270851474255323,
-0.04143187776207924,
0.03525323048233986,
0.02910962887108326,
0.027912914752960205,
0.07069732993841171,
-0.010739445686340332,
-0.08620121330022812,
0.032843004912137985,
-0.03752938285470009,
-0.01760554127395153,
-0.05611223727464676,
0.021518411114811897,
0.052387677133083344,
-0.014980274252593517,
-0.01993015967309475,
0.03067261166870594,
0.007872553542256355,
0.0823516771197319,
-0.14276057481765747,
0.01087257917970419,
0.015519696287810802,
0.0741487592458725,
0.07630719989538193,
0.013883780688047409,
0.042477939277887344,
-3.656591910003658e-33,
-0.025038035586476326,
-0.05074876919388771,
-0.0310373418033123,
0.04986785352230072,
0.10034207254648209,
0.03185420483350754,
-0.0019134904723614454,
0.018895091488957405,
0.03614865615963936,
-0.08244890719652176,
0.06319011747837067,
0.013453850522637367,
-0.06160174682736397,
0.062423236668109894,
-0.04718616604804993,
-0.021628014743328094,
-0.02871953323483467,
0.013388079591095448,
0.04264706373214722,
-0.05651167407631874,
-0.01186358742415905,
0.023364517837762833,
-0.08189238607883453,
-0.00043975916923955083,
0.02004277892410755,
0.053599726408720016,
0.029043376445770264,
0.012270824983716011,
0.03465520963072777,
-0.0059523917734622955,
0.06668262183666229,
0.05007210001349449,
-0.06549756973981857,
0.062302976846694946,
0.07825163751840591,
0.004517694469541311,
-0.006163144018501043,
-0.04249350726604462,
-0.03510570898652077,
-0.02047426998615265,
0.03814581781625748,
0.07329689711332321,
0.07045205682516098,
0.04007478430867195,
0.05665762349963188,
0.037678178399801254,
-0.020110687240958214,
-0.07857627421617508,
-0.015424746088683605,
0.019054600968956947,
0.0044054146856069565,
-0.04091154411435127,
-0.0007507961709052324,
-0.02362029068171978,
-0.015724696218967438,
0.005443004425615072,
0.05940927192568779,
0.061558280140161514,
0.030269982293248177,
-0.03258853778243065,
0.01599666103720665,
0.06420393288135529,
-0.0977661982178688,
-0.08851084858179092,
0.048739392310380936,
0.03521523252129555,
-0.024656876921653748,
0.07558462023735046,
0.06341378390789032,
0.04930286481976509,
-0.11664292216300964,
-0.04058587923645973,
0.04907742142677307,
-0.024868207052350044,
-0.0487484447658062,
0.009678667411208153,
-0.04368341714143753,
-0.0504678450524807,
0.055078502744436264,
0.038483649492263794,
-0.0008996917749755085,
-0.09471282362937927,
0.00658384058624506,
0.051222383975982666,
0.02572154439985752,
0.008200193755328655,
0.07610410451889038,
-0.029578743502497673,
0.04179031029343605,
-0.021642498672008514,
-0.08381737768650055,
-0.037382036447525024,
-0.010749022476375103,
0.04042323678731918,
0.015299046412110329,
-2.0902819031221043e-8,
0.02425447478890419,
-0.002054432639852166,
-0.03205466270446777,
0.09535916894674301,
0.010639001615345478,
-0.04565412178635597,
-0.03464849293231964,
-0.053766880184412,
-0.014858971349895,
0.004995724186301231,
-0.06953109055757523,
-0.015258410945534706,
-0.0451466366648674,
-0.010523342527449131,
0.0487617664039135,
-0.09171228855848312,
-0.030811134725809097,
0.03190520033240318,
-0.009826261550188065,
-0.01679113321006298,
-0.06496217846870422,
0.0015890664653852582,
-0.042549051344394684,
-0.05391646549105644,
-0.03667657822370529,
-0.01881861872971058,
0.0596056692302227,
-0.04611021652817726,
0.03603363037109375,
-0.1114768460392952,
-0.07818407565355301,
0.0264155101031065,
0.04078610986471176,
-0.06285598129034042,
-0.06013278290629387,
-0.0032427527476102114,
0.06049543246626854,
0.035261597484350204,
0.1312040388584137,
-0.1094290241599083,
0.025320233777165413,
-0.013957275077700615,
0.00510549359023571,
-0.07279732823371887,
0.027934033423662186,
0.032612040638923645,
0.03590629622340202,
0.0617300309240818,
0.010469694621860981,
-0.02112373523414135,
-0.05242091044783592,
0.016382040455937386,
-0.06084047630429268,
-0.005555952899158001,
0.053517524152994156,
-0.06306275725364685,
-0.0432368740439415,
-0.00891150813549757,
0.014173406176269054,
-0.02988475374877453,
0.045068688690662384,
-0.07448003441095352,
-0.06968067586421967,
0.0366923063993454
] | p | We had some configuration issues on different Nvidia configurations. | [
"blog",
"blog/fast-embed-models"
] | 16,002 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(38) | [
-0.02273576147854328,
-0.0019386728527024388,
0.03774069994688034,
0.02190442383289337,
0.05362657085061073,
-0.07821028679609299,
-0.09337805956602097,
-0.032625462859869,
-0.03548895940184593,
-0.1484977751970291,
-0.03529755398631096,
0.05732867121696472,
-0.029293328523635864,
0.0072981552220880985,
0.027865130454301834,
0.03279785066843033,
0.039184991270303726,
-0.0249783992767334,
-0.021673331037163734,
0.09070851653814316,
0.04268530011177063,
-0.1005970761179924,
-0.01957162283360958,
-0.02043333277106285,
0.031072136014699936,
0.002752067055553198,
0.10320709645748138,
0.022178156301379204,
0.03902340307831764,
0.019120067358016968,
-0.021670395508408546,
0.07797545939683914,
0.015373152680695057,
-0.044122252613306046,
-0.030745914205908775,
-0.020120441913604736,
-0.007305464707314968,
0.0030687320977449417,
-0.03303410857915878,
-0.02061915583908558,
-0.005718616768717766,
0.07010756433010101,
-0.0363185815513134,
0.025562075898051262,
-0.07146229594945908,
-0.055043645203113556,
0.04970412701368332,
-0.08257106691598892,
0.01046137884259224,
0.032483138144016266,
-0.02902046963572502,
0.003358222544193268,
0.015391729772090912,
-0.01474091224372387,
-0.12057022005319595,
0.037299104034900665,
-0.011319789104163647,
0.026606924831867218,
0.020933451130986214,
0.017417538911104202,
-0.013251643627882004,
-0.021551650017499924,
0.02810458093881607,
0.13468383252620697,
-0.004762638825923204,
0.040185969322919846,
-0.014593505300581455,
-0.1194516271352768,
-0.04831725358963013,
-0.05857739597558975,
0.013953018933534622,
0.09201405197381973,
0.024790288880467415,
-0.04781920462846756,
0.007889395579695702,
-0.008528723381459713,
0.0001872852590167895,
-0.013429064303636551,
0.017935264855623245,
-0.03401288390159607,
-0.007212045136839151,
-0.02872515842318535,
-0.012446523644030094,
-0.04771729186177254,
0.062285881489515305,
0.005835944786667824,
0.06229190155863762,
-0.008390826173126698,
-0.021235467866063118,
-0.03556997701525688,
-0.016216864809393883,
0.04970046132802963,
0.04226110875606537,
-0.002568934578448534,
0.06887324899435043,
-0.09930957108736038,
0.04922612011432648,
0.046846311539411545,
0.06230505183339119,
0.010254285298287868,
-0.028545506298542023,
-0.04839645326137543,
0.033328644931316376,
0.1520020216703415,
-0.0741141140460968,
0.017764294520020485,
-0.06488852947950363,
-0.017452070489525795,
-0.09141238033771515,
0.05686771124601364,
0.15273313224315643,
0.017779860645532608,
0.11958461254835129,
0.04858199879527092,
-0.007181291002780199,
0.05060102790594101,
-0.10439202934503555,
-0.04209086671471596,
-0.06008157506585121,
0.04192014038562775,
-0.02720305509865284,
-0.06895378977060318,
-0.006701299920678139,
0.02255958318710327,
-0.019722923636436462,
0.017336204648017883,
-0.03462992236018181,
3.7593691463513932e-34,
-0.05119290575385094,
-0.13768751919269562,
0.012014368548989296,
-0.05723121017217636,
-0.010697666555643082,
-0.03597874939441681,
0.039054159075021744,
0.000059569971199380234,
-0.017267189919948578,
-0.01456454023718834,
0.00029858184279873967,
0.05249277502298355,
0.03106180764734745,
0.0809423103928566,
0.05665227770805359,
-0.0570487417280674,
0.05343085899949074,
0.06615962833166122,
0.026325944811105728,
0.08562801778316498,
0.05532663315534592,
0.004133725073188543,
-0.04019981250166893,
-0.047532856464385986,
-0.0418773889541626,
0.07636722177267075,
0.007001476362347603,
0.03849659487605095,
-0.02210267260670662,
-0.013476409949362278,
0.023807263001799583,
-0.10768165439367294,
-0.0801251083612442,
0.06191571429371834,
-0.0038007586263120174,
0.024634525179862976,
-0.02485583908855915,
0.03987133502960205,
0.006929368712007999,
0.031293049454689026,
-0.07465220242738724,
0.0017734752036631107,
-0.004315027967095375,
-0.10580470412969589,
-0.05551503598690033,
-0.01498018391430378,
0.025593914091587067,
-0.052937258034944534,
-0.033421460539102554,
-0.048855382949113846,
-0.01132354699075222,
0.054642029106616974,
-0.008605324663221836,
0.027882065623998642,
0.009479359723627567,
-0.08452290296554565,
0.020393487066030502,
0.0465380921959877,
0.06415551900863647,
0.06204229220747948,
-0.007263020146638155,
-0.006992052309215069,
-0.04514139145612717,
0.02719070203602314,
-0.013738790526986122,
0.05834992229938507,
0.06453778594732285,
-0.0667012482881546,
-0.11380306631326675,
0.008640876971185207,
-0.07586567848920822,
0.05278221145272255,
0.005797288846224546,
0.023858241736888885,
0.007815579883754253,
0.0326828695833683,
-0.030769458040595055,
0.00848182663321495,
-0.022297903895378113,
0.01451315637677908,
-0.004758347757160664,
0.05467890202999115,
0.037939298897981644,
0.04199077934026718,
-0.018687989562749863,
-0.08052794635295868,
-0.000012667820556089282,
0.015473793260753155,
-0.018855910748243332,
0.04034335911273956,
0.060334835201501846,
-0.11056875437498093,
0.015969624742865562,
0.002923406893387437,
0.06875716149806976,
-2.1633958744651656e-34,
-0.08524974435567856,
-0.07802846282720566,
0.0378752127289772,
0.09084203094244003,
-0.0067909820936620235,
0.07070672512054443,
0.07110996544361115,
0.054258719086647034,
-0.02107822522521019,
-0.07409640401601791,
0.09365517646074295,
0.03415635973215103,
-0.12528812885284424,
0.018389033153653145,
-0.003311870386824012,
0.041589122265577316,
-0.0025429301895201206,
0.009513032622635365,
-0.0676998421549797,
-0.01340169832110405,
0.04779757186770439,
0.06640376150608063,
-0.017876887694001198,
-0.019238727167248726,
0.010148069821298122,
0.03146311640739441,
0.07607176899909973,
0.016766980290412903,
0.04247486963868141,
-0.027157030999660492,
0.014564041048288345,
0.05899251252412796,
-0.1124836653470993,
0.0382426492869854,
0.05901288241147995,
0.04959917068481445,
-0.01672419160604477,
-0.00538830878213048,
-0.054123371839523315,
0.03605657070875168,
0.04154648259282112,
-0.032498519867658615,
-0.003959930036216974,
0.01959175057709217,
0.028288904577493668,
0.05472389608621597,
-0.08713705092668533,
-0.05302656441926956,
-0.013480525463819504,
-0.05181089788675308,
0.01697506383061409,
-0.012365035712718964,
0.12227864563465118,
-0.03786977380514145,
0.04199598729610443,
-0.06115453317761421,
0.07172751426696777,
0.025407643988728523,
-0.046592943370342255,
-0.03591090068221092,
0.09043009579181671,
-0.0029853980522602797,
0.017950449138879776,
-0.019995789974927902,
0.01711226813495159,
0.0273085068911314,
-0.07828505337238312,
-0.014266343787312508,
-0.05350004509091377,
0.09498363733291626,
-0.05481703206896782,
-0.011126138269901276,
-0.08491963893175125,
-0.01610061526298523,
-0.03241940215229988,
0.0024913817178457975,
-0.0066114310175180435,
-0.04486962780356407,
0.012392647564411163,
0.04262847080826759,
-0.004802864510565996,
-0.09711485356092453,
0.028861036524176598,
-0.003278539050370455,
0.04400763660669327,
0.05487555265426636,
-0.04017026349902153,
0.0404234305024147,
0.09773826599121094,
-0.037790555506944656,
-0.054502811282873154,
0.023400744423270226,
0.02127469889819622,
-0.016155362129211426,
-0.05006956681609154,
-2.0873757833328455e-8,
0.0027823748532682657,
0.02116413787007332,
0.0511615015566349,
0.09112273901700974,
-0.005579751916229725,
-0.07098750025033951,
0.08337437361478806,
-0.0714547261595726,
-0.0015036937547847629,
-0.04941268265247345,
0.010653222911059856,
-0.052909206598997116,
0.0910579189658165,
-0.02849254012107849,
0.04956267774105072,
-0.02624099887907505,
-0.01487983763217926,
-0.03170992434024811,
0.07086506485939026,
-0.05553412809967995,
-0.03208316117525101,
0.03669945150613785,
-0.030932284891605377,
0.06290055811405182,
0.014606796205043793,
-0.04140644147992134,
0.03287060186266899,
-0.009026722051203251,
0.041796594858169556,
0.008085299283266068,
-0.04448673874139786,
0.023333944380283356,
-0.0009097089059650898,
0.024242637678980827,
0.0009339582175016403,
-0.03452282026410103,
-0.01801653578877449,
0.12097594141960144,
0.1207820475101471,
-0.0001817903103074059,
-0.015069846995174885,
-0.0005020821117796004,
-0.061577796936035156,
-0.02086438052356243,
-0.01162639819085598,
0.022576775401830673,
-0.014347956515848637,
-0.0741375982761383,
0.03591978922486305,
-0.011116472072899342,
-0.04204324632883072,
0.09413716197013855,
-0.06300988048315048,
-0.03857053816318512,
0.06473842263221741,
-0.06810280680656433,
-0.00992644764482975,
-0.00009486314957030118,
0.09544794261455536,
0.007446360774338245,
-0.06897801160812378,
-0.08873572200536728,
-0.00017324613872915506,
-0.010916853323578835
] | p | As the GPU changes, the OnX runtime does not seamlessly change the GPU. | [
"blog",
"blog/fast-embed-models"
] | 16,003 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(39) | [
-0.07068775594234467,
0.10394103825092316,
-0.032273970544338226,
0.008267688564956188,
-0.04559528827667236,
-0.0004329704097472131,
0.04587487131357193,
-0.041867148131132126,
0.000811785866972059,
-0.06371096521615982,
0.04983411356806755,
-0.18026813864707947,
-0.018794164061546326,
-0.039112940430641174,
0.00018304963305126876,
-0.08386178314685822,
-0.027695834636688232,
0.026668086647987366,
-0.010040225461125374,
-0.10622676461935043,
-0.099820576608181,
0.0040987590327858925,
-0.024684645235538483,
-0.053897786885499954,
-0.027138832956552505,
-0.0014770107809454203,
0.04932659864425659,
-0.021017003804445267,
0.06485504657030106,
-0.056955114006996155,
0.02565472573041916,
0.050222381949424744,
-0.055834244936704636,
0.006442325655370951,
0.024624360725283623,
0.010866050608456135,
-0.11144094914197922,
0.06123407930135727,
0.058808885514736176,
-0.016405116766691208,
0.029392285272479057,
-0.0977497398853302,
-0.00015348783927038312,
-0.051837675273418427,
0.03870869800448418,
-0.011100987903773785,
-0.05021699517965317,
0.03524097427725792,
-0.06421039253473282,
0.03628423064947128,
-0.12701556086540222,
-0.014285646378993988,
0.04741724207997322,
-0.030110830441117287,
0.12650896608829498,
-0.11083002388477325,
-0.03181149810552597,
-0.054958559572696686,
0.02013329230248928,
0.04824584349989891,
0.08594918251037598,
0.02103479951620102,
-0.055323660373687744,
0.002080952050164342,
-0.023726485669612885,
-0.04035935923457146,
0.007595332805067301,
-0.049308665096759796,
-0.0022003387566655874,
0.023260854184627533,
0.050495658069849014,
-0.01366446539759636,
0.001573912682943046,
0.015814168378710747,
-0.017103558406233788,
-0.07771310210227966,
-0.012339871376752853,
-0.004139802418649197,
-0.02992989309132099,
-0.015274051576852798,
0.06513717770576477,
0.056913528591394424,
0.007358583156019449,
-0.03506247326731682,
0.0008929661707952619,
-0.07185610383749008,
0.02243306301534176,
0.002056086203083396,
-0.019975455477833748,
0.004933557473123074,
0.04855538532137871,
0.0818604826927185,
-0.08270714432001114,
-0.02287595346570015,
-0.005614920053631067,
-0.07434341311454773,
-0.05708927661180496,
-0.0273688193410635,
-0.056723564863204956,
0.09749575704336166,
-0.02480403147637844,
0.039316464215517044,
-0.0024050783831626177,
0.1016547828912735,
-0.13643276691436768,
-0.046753089874982834,
-0.041039686650037766,
-0.06982844322919846,
-0.007715950254350901,
0.03550608828663826,
-0.021551549434661865,
-0.03815723955631256,
-0.10206186026334763,
-0.05955369025468826,
0.03969781845808029,
0.045870136469602585,
0.01739412732422352,
-0.011080645024776459,
-0.028875986114144325,
0.015031000599265099,
-0.012232995592057705,
0.0042800516821444035,
-0.09139235317707062,
0.015455805696547031,
-0.0563923716545105,
0.00544072687625885,
0.05155967175960541,
-5.820976852762445e-34,
-0.04166588932275772,
0.013514574617147446,
0.0006108566303737462,
0.021234335377812386,
0.020014658570289612,
-0.1131228655576706,
-0.08195053040981293,
-0.07391707599163055,
-0.03752712905406952,
-0.07056131213903427,
0.09279415011405945,
-0.025820063427090645,
-0.05103582516312599,
-0.03303706273436546,
0.03623439744114876,
0.05275561287999153,
-0.006699723657220602,
-0.00992574729025364,
0.029194412752985954,
0.021893702447414398,
0.06431981921195984,
0.006571618840098381,
-0.01311112754046917,
0.006589963566511869,
0.03745206445455551,
0.005738172680139542,
0.1107761412858963,
-0.029643936082720757,
0.04679110646247864,
0.0031198947690427303,
0.11188853532075882,
-0.038264255970716476,
-0.025741029530763626,
-0.026690183207392693,
-0.03333727642893791,
0.00956655666232109,
-0.012149951420724392,
-0.01647823676466942,
-0.049891144037246704,
-0.03596041351556778,
-0.07448608428239822,
0.03711322695016861,
0.06959652900695801,
-0.021047264337539673,
-0.05245525389909744,
0.0397026501595974,
0.04060634225606918,
0.000622553110588342,
0.11922502517700195,
-0.022605204954743385,
-0.010133876465260983,
0.0290971826761961,
-0.030443435534834862,
0.011534971185028553,
0.03423738852143288,
0.07074528932571411,
0.025608766824007034,
-0.011826049536466599,
0.02436809055507183,
-0.02699776366353035,
-0.04960807040333748,
-0.07658786326646805,
-0.06206924095749855,
-0.004235155880451202,
0.006675313226878643,
-0.02995873987674713,
-0.01918862573802471,
-0.057671014219522476,
0.0640057623386383,
-0.005079754628241062,
-0.09377079457044601,
0.024907222017645836,
0.01504012756049633,
0.021807892248034477,
-0.06859384477138519,
0.013223842717707157,
0.023214593529701233,
0.06807181239128113,
-0.034662339836359024,
0.08211280405521393,
-0.034077342599630356,
0.12938563525676727,
0.05578674003481865,
-0.06000180169939995,
0.056992463767528534,
-0.02903018519282341,
-0.04511989280581474,
0.019331488758325577,
0.027741631492972374,
-0.004302895627915859,
-0.011466762982308865,
0.026648476719856262,
0.013622675091028214,
-0.010173131711781025,
-0.0038356445729732513,
-2.0472517979806426e-33,
0.08065681159496307,
-0.016770852729678154,
-0.03447897359728813,
0.0472111701965332,
0.028989393264055252,
0.06383007764816284,
0.007946689613163471,
0.0593193918466568,
0.03551793470978737,
0.0535566508769989,
0.0226060152053833,
0.0608404278755188,
0.07048070430755615,
0.07261376082897186,
0.03326888754963875,
0.0067984722554683685,
0.07568950206041336,
0.09278085827827454,
-0.06134680658578873,
-0.028954017907381058,
-0.039069272577762604,
0.06460077315568924,
-0.03899623826146126,
-0.0639052465558052,
-0.03902856633067131,
0.06075809895992279,
-0.00287012942135334,
0.021769873797893524,
-0.15225118398666382,
-0.020739758387207985,
0.015766600146889687,
-0.09263232350349426,
-0.11146822571754456,
0.015105975791811943,
0.016986340284347534,
-0.03377431631088257,
0.05593981221318245,
0.05165562033653259,
-0.08589161187410355,
0.10529367625713348,
0.01635226607322693,
0.11517208814620972,
0.04698754847049713,
0.04921049252152443,
-0.0446074940264225,
-0.05599527060985565,
-0.005142670124769211,
0.03745724633336067,
-0.024698061868548393,
-0.03633743152022362,
0.061830732971429825,
0.06906186044216156,
-0.01641569472849369,
-0.041297659277915955,
0.05945596098899841,
0.06623156368732452,
0.03618892654776573,
0.02242373302578926,
0.010248703882098198,
-0.015547323040664196,
-0.031165987253189087,
0.014842984266579151,
0.05610073357820511,
-0.0347207635641098,
-0.005509680137038231,
0.0054843006655573845,
0.0038424308877438307,
-0.008775779977440834,
0.0906047374010086,
-0.034864895045757294,
0.014720596373081207,
0.011749574914574623,
-0.047957971692085266,
-0.0038633516523987055,
0.006355015095323324,
0.04139116406440735,
0.027079086750745773,
0.12975548207759857,
0.04956136643886566,
-0.023331860080361366,
0.015095432288944721,
-0.036630723625421524,
-0.06790219992399216,
-0.01433450449258089,
0.02518315054476261,
-0.04520081356167793,
0.0763431191444397,
-0.026742514222860336,
0.13408009707927704,
-0.051036227494478226,
0.007757691200822592,
0.034139759838581085,
-0.0256732776761055,
-0.02824524976313114,
-0.016818111762404442,
-1.8069028939748932e-8,
-0.016450917348265648,
-0.07143577933311462,
-0.11094323545694351,
-0.007817811332643032,
-0.009186509996652603,
-0.021776895970106125,
-0.017809027805924416,
-0.049035243690013885,
0.0049819741398096085,
-0.015159492380917072,
0.060278214514255524,
0.027656201273202896,
-0.029738182201981544,
-0.015590880066156387,
-0.023340361192822456,
-0.030438460409641266,
-0.007235548924654722,
0.0231041107326746,
-0.005107253789901733,
-0.007690038066357374,
0.01792915165424347,
0.03596647083759308,
-0.030666319653391838,
-0.004600928630679846,
-0.04288889095187187,
0.07763905823230743,
0.020379183813929558,
-0.02855442650616169,
-0.01900249347090721,
0.050212834030389786,
0.018175482749938965,
0.09026622027158737,
-0.007369706407189369,
-0.04591996967792511,
0.03711714595556259,
0.011690162122249603,
0.04356744512915611,
0.04943389073014259,
0.007953883148729801,
0.019525371491909027,
0.009648839011788368,
-0.03486694395542145,
0.018437381833791733,
-0.010564640164375305,
-0.06982678920030594,
0.049094196408987045,
-0.010607065632939339,
0.003308218438178301,
-0.0009807032765820622,
0.01210919301956892,
-0.13703741133213043,
-0.012378084473311901,
0.04326265677809715,
0.0610773079097271,
-0.015495088882744312,
0.018981438130140305,
0.027429498732089996,
-0.03161482885479927,
-0.05719099938869476,
0.016342893242836,
0.13294604420661926,
-0.05916442722082138,
-0.0066912854090332985,
0.12679894268512726
] | p | Nirant Kasliwal: | [
"blog",
"blog/fast-embed-models"
] | 16,004 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(39) | [
-0.010099677368998528,
-0.01509608794003725,
0.01758326217532158,
-0.05013265088200569,
-0.0024578904267400503,
0.006223435513675213,
0.045294664800167084,
-0.07747913897037506,
0.08529627323150635,
-0.022045588120818138,
0.02931261621415615,
0.11748670786619186,
-0.022991826757788658,
0.018755655735731125,
0.0686396062374115,
-0.06896723061800003,
0.041724588721990585,
-0.07290109246969223,
0.036123935133218765,
0.06444158405065536,
0.05424099043011665,
-0.03827155381441116,
-0.03111432120203972,
0.014441795647144318,
0.03516721352934837,
-0.07569313794374466,
-0.08694346249103546,
0.025787780061364174,
0.0733552947640419,
-0.014364183880388737,
0.000945239735301584,
0.019109733402729034,
-0.015139175578951836,
-0.005846986081451178,
-0.03125445917248726,
-0.04210652783513069,
-0.0461869090795517,
0.028102893382310867,
-0.08367801457643509,
0.011038968339562416,
0.08597752451896667,
0.024162564426660538,
-0.01833708956837654,
0.08484867215156555,
-0.01349584199488163,
-0.04773387312889099,
0.011975168250501156,
-0.01231544278562069,
-0.0019302691798657179,
0.0029192930087447166,
-0.027880223467946053,
0.03272930905222893,
-0.056096091866493225,
0.016478370875120163,
-0.04384639859199524,
-0.03898174688220024,
-0.01843639463186264,
-0.00043497225851751864,
0.042729154229164124,
0.10175725817680359,
-0.04164664447307587,
-0.05417480319738388,
-0.025043021887540817,
0.011666344478726387,
-0.04855398088693619,
0.029128355905413628,
0.019462047144770622,
0.04491060599684715,
-0.04654955118894577,
-0.05345773324370384,
-0.08129404485225677,
0.017180848866701126,
0.01755017787218094,
0.06696717441082001,
0.02235683798789978,
0.023370888084173203,
0.008277836255729198,
0.007760378532111645,
0.059460125863552094,
0.002866217400878668,
-0.0007821140461601317,
-0.04531797766685486,
0.13151705265045166,
-0.02611115574836731,
0.008175157010555267,
0.03230493888258934,
-0.006470328196883202,
-0.06214709207415581,
-0.02645544521510601,
-0.05647982656955719,
-0.059926338493824005,
0.03210323676466942,
0.021268220618367195,
0.017723405733704567,
-0.03427394479513168,
-0.009622491896152496,
0.019595302641391754,
-0.024418501183390617,
-0.05568327754735947,
-0.007147756405174732,
-0.023343533277511597,
0.012056517414748669,
-0.027634931728243828,
0.06902449578046799,
-0.03171079605817795,
-0.06611949950456619,
0.043275896459817886,
0.015721777454018593,
0.08175946027040482,
0.09078438580036163,
-0.10084199905395508,
-0.03437739983201027,
0.004811056423932314,
-0.10289815068244934,
-0.011446790769696236,
0.021484993398189545,
-0.05408512055873871,
0.060685496777296066,
0.11528471857309341,
-0.09855302423238754,
-0.057469677180051804,
-0.009480033069849014,
-0.031763337552547455,
-0.0881769061088562,
0.008658981882035732,
-0.043829016387462616,
0.07258213311433792,
-2.580488545279272e-33,
0.036863576620817184,
0.07030467689037323,
0.009450270794332027,
-0.11739256232976913,
0.0001569036248838529,
0.05591793730854988,
-0.03808904066681862,
-0.0013270716881379485,
-0.013730757869780064,
-0.01898038759827614,
-0.05491698905825615,
-0.05059191957116127,
0.048143576830625534,
-0.01780039072036743,
0.04861995577812195,
0.008030244149267673,
-0.002611141186207533,
0.09402570873498917,
0.1317826211452484,
0.06666454672813416,
-0.012093464843928814,
-0.09917391836643219,
0.05953790619969368,
-0.012250234372913837,
0.019412372261285782,
0.0041609397158026695,
0.007027262821793556,
-0.014210470952093601,
0.1211685910820961,
-0.005367678590118885,
0.008307274430990219,
-0.024320580065250397,
0.018044039607048035,
0.039443984627723694,
0.0640358179807663,
0.051886577159166336,
-0.04641164839267731,
-0.044904567301273346,
-0.01764787919819355,
-0.009870920330286026,
0.03989148885011673,
-0.02346557006239891,
-0.08688350766897202,
0.019877227023243904,
-0.056780360639095306,
0.002649888163432479,
0.021191583946347237,
-0.06439606100320816,
-0.019840652123093605,
0.01681702584028244,
-0.005644612014293671,
0.05066276714205742,
-0.07967819273471832,
-0.05427093803882599,
0.031055638566613197,
0.08291920274496078,
0.014809992164373398,
-0.014074061997234821,
0.030513793230056763,
-0.06571167707443237,
-0.03929479792714119,
-0.06743624806404114,
-0.0376998633146286,
-0.030540451407432556,
-0.04216413199901581,
-0.046725548803806305,
-0.026248019188642502,
-0.009100889787077904,
-0.03447749465703964,
0.03489873185753822,
0.0038607451133430004,
0.05026666820049286,
0.0289324801415205,
0.032195769250392914,
-0.15439414978027344,
0.06480038166046143,
-0.030378282070159912,
0.07572697848081589,
0.03383835777640343,
0.005585295148193836,
0.017401155084371567,
-0.0584963895380497,
0.05421273037791252,
0.11924735456705093,
0.06494125723838806,
-0.0019165866542607546,
0.008777813985943794,
0.017845148220658302,
-0.016127392649650574,
0.04331834241747856,
-0.00841546431183815,
0.031316496431827545,
0.01988951675593853,
0.05081712082028389,
-0.03146550431847572,
5.32384881236268e-34,
-0.08768672496080399,
-0.10791532695293427,
-0.0493137463927269,
-0.008316226303577423,
-0.004023236688226461,
-0.03793538734316826,
0.13949699699878693,
0.05632835626602173,
0.03548351675271988,
0.03828011825680733,
0.04104749858379364,
-0.05563531070947647,
0.009621203877031803,
-0.010548467747867107,
-0.0016129498835653067,
-0.019655967131257057,
-0.031179437413811684,
-0.009679525159299374,
-0.030143283307552338,
-0.03237517178058624,
-0.12917432188987732,
0.05338706076145172,
0.04062601923942566,
0.122467540204525,
0.04638846591114998,
0.02525012008845806,
-0.09227874130010605,
0.037182118743658066,
0.010827355086803436,
-0.03548149764537811,
0.01632644794881344,
-0.027453310787677765,
-0.14765262603759766,
-0.061099641025066376,
-0.03787095472216606,
-0.0010594219202175736,
-0.04500330984592438,
0.1474255621433258,
-0.0041875047609210014,
0.015816740691661835,
0.06940992176532745,
-0.02944154664874077,
-0.061197929084300995,
0.06682492792606354,
0.03452315926551819,
-0.022083494812250137,
0.08381354063749313,
-0.04765315353870392,
-0.01589099131524563,
0.0426175482571125,
0.014078391715884209,
-0.06582347303628922,
0.07545167952775955,
-0.024895384907722473,
-0.05176127329468727,
0.015250402502715588,
0.11411815136671066,
0.026234200224280357,
0.05751046538352966,
0.00933937169611454,
0.15184730291366577,
-0.052313920110464096,
-0.0623169019818306,
0.0410153903067112,
0.06583062559366226,
0.03764497861266136,
0.012966918759047985,
0.0713522657752037,
0.043896690011024475,
0.03989025577902794,
-0.001966502983123064,
-0.10007511079311371,
-0.012506114318966866,
0.011056175455451012,
-0.022234592586755753,
-0.04280487820506096,
-0.021755075082182884,
0.021629542112350464,
-0.037163425236940384,
-0.027939070016145706,
0.026029661297798157,
-0.0061311060562729836,
0.021783852949738503,
0.00009882258746074513,
0.07807670533657074,
-0.08443689346313477,
0.06680367141962051,
-0.04010843485593796,
-0.03621945530176163,
-0.05622659996151924,
-0.05826937407255173,
-0.04600799083709717,
-0.11271629482507706,
0.017197417095303535,
-0.05096367746591568,
-2.1893900026270785e-8,
0.004030260723084211,
0.0038587593007832766,
-0.007138316985219717,
-0.016813138499855995,
0.02480132505297661,
-0.029545819386839867,
0.07379162311553955,
-0.06047908961772919,
0.061672620475292206,
0.038472678512334824,
-0.007857297547161579,
-0.04777180776000023,
-0.0633339062333107,
0.03714952617883682,
0.04164143279194832,
-0.01624271459877491,
0.007635389920324087,
-0.019520504400134087,
-0.015414281748235226,
0.01789170689880848,
-0.07575873285531998,
0.037846293300390244,
-0.04847526550292969,
0.056789740920066833,
0.007365127094089985,
0.020460404455661774,
-0.02489624358713627,
0.032917723059654236,
0.09213892370462418,
0.029464125633239746,
0.007660398259758949,
-0.028255807235836983,
-0.004250038415193558,
-0.008627410046756268,
-0.08994077891111374,
-0.006571018137037754,
-0.07433115690946579,
-0.03681468218564987,
-0.006551404483616352,
-0.08942965418100357,
-0.0015767114236950874,
0.05052044615149498,
0.05324329435825348,
0.04282722249627113,
0.03848976641893387,
-0.0060250102542340755,
-0.030613001435995102,
0.010094054043293,
0.06536851823329926,
0.028319226577878,
-0.0012436676770448685,
-0.026086054742336273,
0.07343842834234238,
-0.04661019518971443,
0.05699345842003822,
-0.030466707423329353,
0.057266637682914734,
-0.06017342582345009,
0.00984710082411766,
0.04037858918309212,
-0.023122921586036682,
-0.03880588710308075,
0.10592867434024811,
0.021050333976745605
] | p | So that is why we do not allow that as a provider. | [
"blog",
"blog/fast-embed-models"
] | 16,005 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(39) | [
0.01593342423439026,
-0.016049791127443314,
-0.047974977642297745,
-0.025995345786213875,
0.011252875439822674,
-0.01564090885221958,
0.05487712472677231,
-0.058122698217630386,
-0.0638706237077713,
-0.042587801814079285,
-0.007483563851565123,
-0.034826572984457016,
0.013129327446222305,
0.027197696268558502,
0.066482312977314,
-0.03817233443260193,
-0.03877720236778259,
0.06242281571030617,
-0.06621603667736053,
0.04460965842008591,
0.057334695011377335,
0.0036970304790884256,
-0.06400363147258759,
-0.00037535640876740217,
-0.019858673214912415,
-0.06435170769691467,
0.029679588973522186,
0.02598796784877777,
0.07568880915641785,
0.015190971083939075,
0.011062593199312687,
-0.029776647686958313,
-0.08304286003112793,
0.007861572317779064,
-0.11384189873933792,
0.04436695575714111,
-0.029655272141098976,
0.001931263948790729,
0.028155293315649033,
0.029799940064549446,
0.031344931572675705,
0.009661533869802952,
0.005254184361547232,
0.08053694665431976,
0.06504882872104645,
-0.03566604480147362,
-0.0011564994929358363,
-0.027020679786801338,
0.07793785631656647,
0.006162497214972973,
0.04461951553821564,
0.06369716674089432,
-0.05648095905780792,
0.01570187695324421,
0.0021598152816295624,
-0.022667258977890015,
-0.05340076982975006,
-0.02453790418803692,
0.005766300484538078,
0.07201159000396729,
-0.12938973307609558,
-0.06152541562914848,
-0.007970753125846386,
0.030015161260962486,
0.030448656529188156,
0.004656323231756687,
0.0011345109669491649,
0.05932866409420967,
-0.011982821859419346,
0.08373809605836868,
-0.09952955693006516,
0.06054326891899109,
-0.061170872300863266,
0.029878389090299606,
0.09020648151636124,
0.02835739403963089,
0.00907711498439312,
-0.006304632872343063,
0.05343731865286827,
0.049508463591337204,
-0.05156612768769264,
-0.05245841294527054,
-0.048713404685258865,
-0.03818512335419655,
0.007789360824972391,
-0.003788161324337125,
0.03428499773144722,
-0.0011273741256445646,
0.02396736852824688,
0.01840631663799286,
0.027102744206786156,
-0.12928606569766998,
-0.03307788446545601,
0.029835376888513565,
0.034384578466415405,
-0.047507867217063904,
-0.0385855995118618,
-0.10649030655622482,
-0.028399407863616943,
0.08578027784824371,
-0.02550862729549408,
0.016810860484838486,
0.01680898107588291,
0.026102129369974136,
0.019212275743484497,
-0.025291629135608673,
0.017675086855888367,
-0.006526438519358635,
-0.02321779727935791,
-0.03073911927640438,
-0.003284827573224902,
0.0042799534276127815,
0.05924593657255173,
0.017234452068805695,
0.06605997681617737,
0.03694777935743332,
0.02741837501525879,
0.06929485499858856,
0.035391081124544144,
0.016914287582039833,
0.02541390433907509,
0.03420266881585121,
-0.032652318477630615,
0.04431023448705673,
-0.07132433354854584,
-0.08415456861257553,
0.04062838479876518,
-7.187812204704334e-33,
0.024984776973724365,
0.01030290313065052,
0.006888927426189184,
-0.03723173215985298,
0.015074146911501884,
-0.04611648991703987,
0.04263424128293991,
0.013017249293625355,
0.010704724118113518,
-0.01813688687980175,
-0.01672089286148548,
0.006580105982720852,
-0.00961699616163969,
-0.08146686851978302,
0.09728533029556274,
0.050484150648117065,
-0.035890571773052216,
0.012958250008523464,
0.012421557679772377,
0.026638012379407883,
0.025359593331813812,
-0.06829894334077835,
-0.021539023146033287,
-0.06078944355249405,
-0.02412288263440132,
0.0444563664495945,
0.04966946691274643,
-0.03982724994421005,
0.06931277364492416,
0.03774123266339302,
0.011149573139846325,
-0.0071148681454360485,
-0.05132574960589409,
0.1129717156291008,
-0.022274235263466835,
-0.006069202441722155,
0.00517563009634614,
-0.07390248775482178,
0.03531799465417862,
-0.01198671106249094,
-0.08660888671875,
0.02692536637187004,
-0.07678589224815369,
0.002565658651292324,
0.010291436687111855,
-0.0003438212734181434,
0.11749909818172455,
-0.04225290194153786,
-0.03451040759682655,
0.04028453305363655,
-0.007002528756856918,
0.011658287607133389,
0.030744396150112152,
-0.10452118515968323,
-0.03551751375198364,
-0.011064639315009117,
0.051278624683618546,
0.024281935766339302,
0.04266361892223358,
0.035316161811351776,
0.0411166213452816,
0.015169057063758373,
-0.07520067691802979,
0.08264298737049103,
-0.07358095049858093,
-0.01886795647442341,
-0.03390622138977051,
-0.014082170091569424,
-0.011263848282396793,
0.034764938056468964,
-0.03156663477420807,
-0.047678861767053604,
-0.0609816238284111,
-0.027348404750227928,
-0.03261258453130722,
0.04311036318540573,
0.09631357342004776,
-0.018421512097120285,
0.13445231318473816,
-0.02784149721264839,
-0.053380489349365234,
-0.10837937146425247,
-0.05357816815376282,
0.05198166146874428,
0.11988799273967743,
0.03149295225739479,
0.08342153578996658,
-0.015548190101981163,
-0.04884568974375725,
-0.07632367312908173,
-0.009896544739603996,
-0.05237893760204315,
0.014180644415318966,
-0.05735538899898529,
-0.018354957923293114,
4.815317833911466e-33,
-0.05644984543323517,
-0.04019768908619881,
0.06841181218624115,
0.11300134658813477,
0.031500425189733505,
-0.04444928094744682,
0.053077224642038345,
0.0021751346066594124,
0.009391339495778084,
0.09266120195388794,
0.004102243576198816,
0.028487805277109146,
0.07213778793811798,
-0.013543910346925259,
0.05694911628961563,
0.0019372404785826802,
-0.012906600721180439,
-0.03153908997774124,
-0.04245920851826668,
-0.006468943785876036,
-0.1008680909872055,
0.1196821928024292,
0.009892771020531654,
0.1043139323592186,
-0.016470035538077354,
0.11405758559703827,
-0.023405084386467934,
0.013804988004267216,
0.06266198307275772,
-0.014728019945323467,
0.023513121530413628,
0.004167584236711264,
-0.03814498707652092,
-0.06355125457048416,
0.03212589770555496,
-0.08294101804494858,
0.012419212609529495,
-0.01625259965658188,
-0.06249276176095009,
0.06270411610603333,
0.05894150212407112,
-0.04797806218266487,
-0.0176833663135767,
0.023357413709163666,
-0.05526181682944298,
0.025244414806365967,
0.05892348662018776,
-0.06439492851495743,
0.021861949935555458,
0.054795701056718826,
-0.014904139563441277,
0.011806486174464226,
0.011185509152710438,
0.011466342955827713,
-0.04688042402267456,
0.0024835471995174885,
0.03946365788578987,
0.04498017579317093,
0.04252128675580025,
-0.049615830183029175,
0.017317507416009903,
0.028292961418628693,
-0.07825134694576263,
0.08682655543088913,
0.11904438585042953,
-0.0390445739030838,
-0.09188787639141083,
-0.0017763348296284676,
-0.023372745141386986,
0.09125160425901413,
-0.006847698241472244,
-0.03739778324961662,
0.01102349255234003,
-0.06222802400588989,
-0.02545599266886711,
-0.08603892475366592,
-0.005808730144053698,
0.11013415455818176,
0.02022286131978035,
-0.12092705816030502,
-0.040874648839235306,
-0.01272304356098175,
0.009515535086393356,
0.009929233230650425,
0.10739615559577942,
-0.011731878854334354,
0.06600167602300644,
-0.11624056100845337,
-0.018511390313506126,
0.007846446707844734,
-0.003276616567745805,
-0.017130766063928604,
-0.02936515025794506,
-0.028659051284193993,
-0.05881081148982048,
-1.9547616858517358e-8,
-0.012713363394141197,
-0.0356568805873394,
0.020313074812293053,
-0.038773681968450546,
-0.039242569357156754,
0.021070998162031174,
-0.05239526927471161,
-0.07516197860240936,
-0.019706128165125847,
0.09780853241682053,
0.128606915473938,
0.027390528470277786,
0.009982053190469742,
0.03735332190990448,
-0.007473573088645935,
-0.006553474813699722,
-0.03839462623000145,
-0.0899224802851677,
-0.04969438910484314,
0.056164637207984924,
-0.044349368661642075,
0.035304851830005646,
-0.02419145032763481,
0.026119669899344444,
-0.03443213924765587,
0.06745012104511261,
0.00303108268417418,
0.138283371925354,
0.05245262011885643,
0.09506786614656448,
0.07690834254026413,
-0.035245124250650406,
0.004364713095128536,
0.04853545501828194,
-0.04417937248945236,
0.001378919230774045,
0.0017623292515054345,
-0.029238400980830193,
-0.016314486041665077,
0.016128260642290115,
-0.06062990427017212,
-0.02576254867017269,
-0.024478798732161522,
0.03009231574833393,
-0.005755561403930187,
-0.07970841228961945,
-0.10690568387508392,
-0.12136367708444595,
-0.000021785652279504575,
0.04197460040450096,
0.09730547666549683,
0.10404988378286362,
0.000983471516519785,
0.06249585375189781,
-0.002436943119391799,
0.04866289719939232,
-0.05633677542209625,
-0.028826501220464706,
-0.042359836399555206,
0.029308566823601723,
0.050565969198942184,
-0.05165615677833557,
-0.010554829612374306,
0.019263222813606262
] | p | But you can pass that. | [
"blog",
"blog/fast-embed-models"
] | 16,006 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(39) | [
0.015827007591724396,
0.002974487142637372,
-0.0807471051812172,
-0.10310045629739761,
-0.0025472729466855526,
0.04408979043364525,
-0.0011733203427866101,
-0.06528520584106445,
-0.04467093199491501,
-0.0036139755975455046,
0.04550980404019356,
0.12250535190105438,
-0.06087145954370499,
0.09845339506864548,
-0.00799015536904335,
-0.12300890684127808,
0.11787731945514679,
-0.0932237058877945,
0.01551207434386015,
0.09435572475194931,
0.13521577417850494,
0.006695174146443605,
-0.018472295254468918,
-0.034348923712968826,
0.00010377648868598044,
-0.07230624556541443,
-0.0165935717523098,
0.025389544665813446,
-0.006943635176867247,
0.014141960069537163,
-0.008185560815036297,
0.04310162737965584,
0.03620769828557968,
0.018003176897764206,
-0.048963647335767746,
-0.08998739719390869,
-0.02006916143000126,
-0.012124530971050262,
-0.022023776546120644,
-0.01731881871819496,
0.023703303188085556,
-0.05661853775382042,
-0.04859292507171631,
0.0002052455529337749,
-0.0012413343647494912,
0.07612775266170502,
-0.02645128220319748,
-0.08176074177026749,
0.003168257651850581,
0.023990115150809288,
0.02004867047071457,
0.034421589225530624,
0.00457035144791007,
0.024347998201847076,
0.03920295834541321,
-0.038704462349414825,
-0.03378472849726677,
-0.026554221287369728,
0.043092429637908936,
0.028936170041561127,
-0.015057978220283985,
-0.0768728032708168,
-0.06274101138114929,
0.03404955193400383,
0.01206156425178051,
0.025237346068024635,
-0.1012033149600029,
-0.01903848722577095,
-0.000070987269282341,
0.024559540674090385,
-0.035675421357154846,
-0.024955999106168747,
0.05091326683759689,
0.02569657936692238,
0.007159032393246889,
0.004977967124432325,
-0.021857595071196556,
-0.004500222858041525,
-0.010724661871790886,
-0.05328037589788437,
-0.07148519903421402,
-0.053218644112348557,
0.0733741894364357,
-0.026013368740677834,
0.03112943097949028,
0.07907412946224213,
-0.11573342978954315,
0.016399648040533066,
0.0864768847823143,
0.06773322075605392,
-0.0011247375514358282,
0.012571734376251698,
0.08505946397781372,
0.0411762036383152,
-0.03330452740192413,
-0.03987684100866318,
0.015309145674109459,
-0.03837607428431511,
-0.0706014484167099,
0.02068040519952774,
0.040763888508081436,
-0.048423245549201965,
0.011067197658121586,
0.08255263417959213,
0.02019946090877056,
-0.06833773851394653,
0.011496465653181076,
0.0002741850330494344,
-0.016797861084342003,
0.05353963375091553,
-0.03269138187170029,
0.06084391474723816,
0.08603310585021973,
-0.1250719577074051,
-0.013273680582642555,
0.04425768926739693,
-0.052878763526678085,
0.008075272664427757,
0.033981770277023315,
0.006280324421823025,
-0.06367921829223633,
-0.013327374123036861,
0.0326499417424202,
-0.01989625208079815,
-0.043604977428913116,
-0.10531432926654816,
-0.04226475581526756,
-8.420729454564291e-33,
0.0719132050871849,
-0.0007633189670741558,
0.011205442249774933,
-0.03589566797018051,
-0.011013587936758995,
0.0138964569196105,
-0.06337020546197891,
-0.0007455230224877596,
0.0032004774548113346,
0.04049195721745491,
0.13534791767597198,
-0.03134710341691971,
-0.007416986860334873,
0.00844231341034174,
0.12598568201065063,
0.08160904049873352,
0.03152831643819809,
0.09220128506422043,
0.12479741871356964,
-0.02296445704996586,
0.05696627125144005,
-0.07413984090089798,
0.01533565204590559,
0.0074647837318480015,
-0.07970964908599854,
0.029299907386302948,
-0.011380271054804325,
-0.04410390183329582,
0.10065236687660217,
0.035674672573804855,
-0.1088639348745346,
-0.0372212678194046,
0.11922720074653625,
-0.008803894743323326,
0.055510263890028,
0.0790049284696579,
-0.07135549187660217,
0.03540296480059624,
-0.005631879437714815,
0.034264013171195984,
0.04597339779138565,
-0.018986281007528305,
0.021299168467521667,
0.028880132362246513,
-0.05503717064857483,
0.06721477210521698,
0.03494281694293022,
-0.05048493668437004,
-0.072587750852108,
0.04583967849612236,
-0.008240221068263054,
0.002697916468605399,
-0.016276752576231956,
0.011901388876140118,
0.008112680166959763,
0.033860232681035995,
0.02496877685189247,
0.03055502288043499,
0.012618457898497581,
-0.05668293312191963,
-0.012344454415142536,
0.022045733407139778,
0.051790885627269745,
-0.0040387059561908245,
-0.062589131295681,
0.006856339983642101,
0.0251967404037714,
0.01741957664489746,
0.027021359652280807,
-0.03147103264927864,
-0.023648031055927277,
0.02390231564640999,
-0.03973553702235222,
0.006336047779768705,
-0.06991717964410782,
0.0390496589243412,
0.06684990972280502,
0.01775679551064968,
0.06526684761047363,
-0.06818760186433792,
-0.000617683632299304,
0.019751934334635735,
-0.032356806099414825,
0.040099598467350006,
-0.0243279580026865,
-0.03221184387803078,
0.000964028702583164,
0.03473678603768349,
-0.054612115025520325,
0.04877416789531708,
0.019125858321785927,
-0.0066070775501430035,
0.010164059698581696,
0.02342848666012287,
-0.01976650208234787,
6.062869621097175e-33,
-0.002014205092564225,
-0.050952471792697906,
-0.11668827384710312,
-0.01699681207537651,
0.04357457906007767,
0.025101635605096817,
0.08140688389539719,
0.031925830990076065,
-0.010191259905695915,
0.049017246812582016,
0.02715836837887764,
-0.033662840723991394,
0.029431616887450218,
0.012877787463366985,
0.04128814861178398,
-0.02649294026196003,
-0.07230636477470398,
0.06028110161423683,
-0.023298298940062523,
-0.03563033789396286,
-0.06759046763181686,
0.010909476317465305,
-0.013023708947002888,
0.04922737181186676,
-0.023520220071077347,
0.004204380325973034,
-0.12693803012371063,
0.010110964998602867,
-0.0016934090526774526,
0.019377483054995537,
-0.0018432658398523927,
0.06754741817712784,
-0.11504682153463364,
0.02727275714278221,
0.007801223546266556,
-0.07344154268503189,
-0.07564877718687057,
0.06385389715433121,
0.019063115119934082,
-0.049002137035131454,
0.037685852497816086,
0.03171054646372795,
-0.001138433814048767,
0.12283575534820557,
-0.02713567577302456,
-0.04055250063538551,
0.06173790618777275,
-0.06644780188798904,
0.07550053298473358,
0.013259613886475563,
-0.06310423463582993,
-0.09885350614786148,
0.15335121750831604,
-0.03531394153833389,
-0.01757196895778179,
0.022173453122377396,
0.0018517757998779416,
-0.00032091126195155084,
0.03426383063197136,
0.03384459391236305,
0.16714082658290863,
-0.0033489775378257036,
-0.14360597729682922,
-0.01665339805185795,
-0.010848704725503922,
0.025587083771824837,
-0.015927329659461975,
0.044399186968803406,
0.0008095543016679585,
-0.028132205829024315,
-0.009901758283376694,
-0.05803811550140381,
0.006980028003454208,
-0.014187686145305634,
-0.039460793137550354,
-0.06210627406835556,
0.07763887196779251,
0.05078002065420151,
-0.056570570915937424,
-0.03757964447140694,
-0.07267612218856812,
0.030455775558948517,
0.02513262629508972,
0.04681829735636711,
0.054092422127723694,
-0.08611680567264557,
0.01930459961295128,
-0.010825194418430328,
-0.007703585550189018,
-0.031029289588332176,
-0.04425403103232384,
0.0018030153587460518,
-0.03614102303981781,
0.07080308347940445,
-0.04286329448223114,
-2.5608303033664015e-8,
-0.06616604328155518,
-0.007438214495778084,
-0.008324161171913147,
0.0346304327249527,
-0.005747473798692226,
0.03617813438177109,
0.08901320397853851,
-0.07794048637151718,
0.03796234354376793,
0.0660872831940651,
0.010835053399205208,
-0.023410683497786522,
-0.04604876786470413,
-0.05434110760688782,
-0.01637621782720089,
-0.0517403744161129,
0.004565834067761898,
-0.07240753620862961,
-0.019162705168128014,
0.0451711043715477,
-0.06342990696430206,
-0.0047734505496919155,
-0.01724557764828205,
0.0054577733390033245,
-0.01911870203912258,
0.05376945063471794,
0.038411352783441544,
0.050209835171699524,
0.08125071972608566,
0.08612711727619171,
-0.015092294663190842,
0.03556186333298683,
0.006587234325706959,
0.05332227423787117,
-0.09731011092662811,
-0.05342978984117508,
-0.07469972968101501,
0.010109350085258484,
0.006632146891206503,
-0.06653492152690887,
0.004989959299564362,
-0.03011740930378437,
0.009574640542268753,
0.023521576076745987,
-0.08736306428909302,
0.05863163247704506,
-0.008437572047114372,
0.002519515110179782,
0.020702745765447617,
0.019772181287407875,
-0.03359425067901611,
0.04351154714822769,
0.0761193111538887,
0.05237375572323799,
0.038964830338954926,
0.045807503163814545,
0.03807942941784859,
-0.006353522650897503,
-0.03236673027276993,
0.020915407687425613,
0.08434486389160156,
0.025596657767891884,
0.03596649318933487,
0.03165952116250992
] | p | It’s not prohibited, it’s just not a default. | [
"blog",
"blog/fast-embed-models"
] | 16,007 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(39) | [
0.03017031028866768,
-0.0439588725566864,
-0.011952118016779423,
0.012102932669222355,
0.03866182640194893,
0.009246968664228916,
-0.02938477322459221,
-0.0013290347997099161,
-0.0037286689039319754,
0.021617582067847252,
0.06615240126848221,
0.07192642241716385,
-0.08013463765382767,
0.06739954650402069,
0.08038053661584854,
-0.0006399950361810625,
0.028428049758076668,
-0.08719734847545624,
0.024510128423571587,
0.044384587556123734,
-0.0035230882931500673,
-0.04679899662733078,
-0.023464271798729897,
-0.03553532809019089,
-0.10014905780553818,
-0.07088017463684082,
0.000050164635467808694,
0.023449279367923737,
0.00896981731057167,
-0.07187280058860779,
-0.016092587262392044,
0.024070143699645996,
0.08731786906719208,
0.022905711084604263,
0.049284014850854874,
-0.0342191644012928,
-0.07298581302165985,
-0.0631948858499527,
0.03927674517035484,
-0.0308974701911211,
0.01117213536053896,
-0.06892828643321991,
-0.026467571035027504,
0.004029810894280672,
-0.09854909032583237,
0.0332571379840374,
0.04012328386306763,
-0.02386591024696827,
0.0325695276260376,
0.07845772802829742,
0.05373815447092056,
-0.008402945473790169,
-0.08794263750314713,
-0.04544370248913765,
0.05832716450095177,
0.1370668113231659,
0.002192534040659666,
-0.00007877624739194289,
-0.0365101583302021,
0.0470031201839447,
0.016919249668717384,
-0.007930072024464607,
-0.04819713160395622,
0.05144679546356201,
0.03490570932626724,
-0.002049442380666733,
-0.033682625740766525,
0.045255061239004135,
-0.0008310290868394077,
-0.01031204592436552,
-0.034588150680065155,
0.028030237182974815,
0.027693385258316994,
-0.03440743684768677,
0.0016025538789108396,
0.012844541110098362,
0.015563001856207848,
0.0034818043932318687,
-0.02625107951462269,
-0.0005956589593552053,
-0.008997255004942417,
-0.0017559200059622526,
-0.025711694732308388,
-0.004421474412083626,
0.04386589303612709,
0.05196657404303551,
-0.08082932978868484,
0.024667689576745033,
0.07697226107120514,
0.002308178460225463,
0.003032933920621872,
-0.0670548677444458,
0.054302800446748734,
0.04028720408678055,
-0.11679109930992126,
0.03588968887925148,
-0.03297075256705284,
-0.011971116065979004,
0.013003272004425526,
0.005133450496941805,
0.01590804010629654,
-0.09593342989683151,
0.05089723691344261,
0.07012392580509186,
0.033979665488004684,
-0.024778615683317184,
0.00002724682963162195,
0.03164532408118248,
0.06138826534152031,
-0.004974516108632088,
-0.032264430075883865,
-0.03429299220442772,
0.14086945354938507,
-0.022688191384077072,
-0.04840119928121567,
0.026316702365875244,
-0.09219121932983398,
0.09117333590984344,
0.005401906557381153,
-0.014255623333156109,
-0.03771080821752548,
0.005723059177398682,
0.05777362361550331,
-0.04069807752966881,
-0.016589289531111717,
0.01438792236149311,
0.006275072693824768,
-3.093366648776621e-33,
0.0010161466198042035,
0.0021847703028470278,
0.030350707471370697,
-0.005698991473764181,
-0.04793462157249451,
-0.06052719056606293,
-0.023802747949957848,
-0.03486369550228119,
-0.06808298826217651,
-0.04271291568875313,
0.03684576228260994,
0.03405175358057022,
-0.04832325503230095,
0.03059462457895279,
-0.04302646592259407,
-0.018884386867284775,
0.019155871123075485,
0.05201178044080734,
0.0806664228439331,
-0.04662042483687401,
0.014679092913866043,
-0.00592317758128047,
-0.05084871128201485,
-0.10960983484983444,
0.04107707738876343,
-0.004310111980885267,
0.04737069457769394,
0.018487175926566124,
-0.0073140994645655155,
0.014353634789586067,
-0.053302865475416183,
-0.0007235751254484057,
0.02606005221605301,
0.022373296320438385,
0.000757364381570369,
0.08207118511199951,
-0.14939576387405396,
0.0024693694431334734,
-0.0657505914568901,
-0.03102697618305683,
0.0591876246035099,
0.013689328916370869,
-0.02315712347626686,
0.04931093007326126,
0.03694262355566025,
0.000046056124119786546,
0.09913396090269089,
0.0016365841729566455,
0.06095798313617706,
-0.01150739286094904,
-0.06746751815080643,
-0.034247737377882004,
-0.03968072682619095,
0.04250315576791763,
-0.08774689584970474,
-0.04504536837339401,
-0.0593707449734211,
-0.028697364032268524,
-0.005077829584479332,
-0.02400974929332733,
0.021597111597657204,
-0.03510568290948868,
-0.0003922486794181168,
-0.09935461729764938,
-0.012692257761955261,
0.05518626794219017,
0.04499712958931923,
-0.10046271979808807,
-0.005735347513109446,
-0.01671336404979229,
-0.0413658507168293,
-0.030487723648548126,
0.030216965824365616,
0.014165370725095272,
-0.02111162059009075,
0.05632488429546356,
-0.03664533048868179,
0.004176198039203882,
0.0415940135717392,
-0.031054049730300903,
-0.03753595054149628,
0.0270211361348629,
-0.07838613539934158,
0.09707153588533401,
0.15078191459178925,
-0.09083736687898636,
0.1081104576587677,
-0.09925737231969833,
-0.09851007163524628,
0.06344129890203476,
0.04474527761340141,
0.018905261531472206,
0.0747244581580162,
0.10709694772958755,
0.011537942104041576,
1.723448287393212e-33,
0.05543786659836769,
-0.04159153997898102,
-0.04478735104203224,
0.04363798350095749,
-0.02219451405107975,
0.07587262243032455,
0.013255905359983444,
-0.007309031672775745,
-0.006452145986258984,
0.10775169730186462,
0.007934817112982273,
0.036303576081991196,
0.08961621671915054,
0.021802498027682304,
-0.05891373008489609,
0.015946052968502045,
-0.013585146516561508,
-0.027686281129717827,
-0.014495136216282845,
0.028914961963891983,
-0.035341061651706696,
0.08593791723251343,
-0.10251355171203613,
-0.007289860863238573,
0.04870837554335594,
0.006573287304490805,
0.004842408467084169,
0.025258906185626984,
-0.06690831482410431,
-0.03589688241481781,
-0.035306237637996674,
-0.0022240225225687027,
-0.1687583327293396,
-0.06064669415354729,
0.08238096535205841,
-0.00845254585146904,
-0.03869274631142616,
0.05326433852314949,
-0.03348296508193016,
0.08457352966070175,
0.02377963811159134,
-0.0549791045486927,
-0.013489474542438984,
0.07631044834852219,
-0.052576903253793716,
0.04270736873149872,
0.11238814890384674,
-0.031107310205698013,
-0.03040006197988987,
0.014675239101052284,
0.04004744067788124,
-0.040368907153606415,
0.078194260597229,
-0.0038633975200355053,
0.02313764952123165,
0.13242794573307037,
0.012325155548751354,
-0.0046504042111337185,
0.006119680590927601,
0.03833736851811409,
0.0411362387239933,
-0.009614355862140656,
-0.04923686012625694,
-0.037077825516462326,
-0.048835065215826035,
-0.06054128706455231,
0.05386843904852867,
0.12238404899835587,
-0.07666739076375961,
-0.00811504665762186,
-0.05623345449566841,
-0.02075420320034027,
-0.04751176759600639,
-0.041645266115665436,
-0.019122792407870293,
-0.023089798167347908,
0.10115288943052292,
-0.08319366723299026,
0.014178385958075523,
0.024113096296787262,
-0.017899883911013603,
0.05000985413789749,
-0.01702309586107731,
-0.029048437252640724,
0.008239561691880226,
-0.07735751569271088,
-0.012644477188587189,
0.043484024703502655,
0.030413810163736343,
0.019785402342677116,
-0.06000158563256264,
0.028681453317403793,
-0.00931061152368784,
-0.012347213923931122,
-0.10090278834104538,
-2.5591569752236865e-8,
-0.09397638589143753,
-0.02953702211380005,
0.05413897708058357,
0.05226188525557518,
0.11509346216917038,
-0.030172714963555336,
0.07650323957204819,
0.007960889488458633,
-0.02771609090268612,
0.013105425983667374,
0.012031122110784054,
0.0032393471337854862,
-0.035192616283893585,
-0.034060943871736526,
0.02426982671022415,
0.018179448321461678,
-0.023097427561879158,
0.004575919825583696,
-0.04993968829512596,
-0.04770706593990326,
-0.07286188751459122,
-0.023958390578627586,
0.046561386436223984,
0.01991412788629532,
-0.019745752215385437,
0.005470910109579563,
0.025538435205817223,
-0.017287883907556534,
-0.010015334002673626,
0.10294527560472488,
-0.019510263577103615,
0.012235782109200954,
0.034189555794000626,
-0.01609419286251068,
-0.06220996007323265,
0.019253751263022423,
-0.13855107128620148,
0.0689915269613266,
0.01970125548541546,
0.021686246618628502,
0.0636855736374855,
0.026734519749879837,
0.0008272079285234213,
0.03527157008647919,
-0.14864197373390198,
-0.003409328870475292,
0.05893223360180855,
-0.010148479603230953,
-0.009104859083890915,
-0.04376213997602463,
-0.060333605855703354,
-0.06161070987582207,
0.041855938732624054,
0.02439357340335846,
0.05873740836977959,
0.05263368785381317,
0.045894742012023926,
0.01620132103562355,
0.006260981783270836,
0.06388289481401443,
0.03329189866781235,
0.05822175368666649,
-0.027372175827622414,
-0.02326028235256672
] | p | We want to make sure your default is always available and will be available in the happy path, always. | [
"blog",
"blog/fast-embed-models"
] | 16,008 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(39) | [
-0.012216450646519661,
-0.05965650454163551,
0.031133592128753662,
0.014598200097680092,
0.044059161096811295,
0.022837458178400993,
-0.004038449376821518,
-0.006753539200872183,
0.09996204078197479,
-0.010443262755870819,
0.07414964586496353,
0.027879610657691956,
0.023991767317056656,
0.02155783213675022,
0.024697255343198776,
-0.060377005487680435,
-0.02547607198357582,
-0.014042740687727928,
-0.11966318637132645,
0.0303969569504261,
0.0306415855884552,
0.03803632780909538,
-0.000740941846743226,
-0.0012139688478782773,
-0.021822677925229073,
-0.05827756226062775,
0.005621373653411865,
-0.005853918846696615,
0.09147437661886215,
-0.03496435284614563,
-0.006685854867100716,
-0.04184800386428833,
0.0820431113243103,
-0.03990466520190239,
0.015979327261447906,
-0.014678671024739742,
0.04872744530439377,
-0.05836687237024307,
0.0354270339012146,
-0.005010346882045269,
0.021354930475354195,
-0.04534022510051727,
0.022992858663201332,
0.05047893151640892,
0.08287379145622253,
-0.016132362186908722,
-0.014749757945537567,
0.02876007743179798,
-0.016761191189289093,
0.028866149485111237,
-0.04747535660862923,
0.04652789235115051,
-0.031522300094366074,
0.010679569095373154,
0.051983870565891266,
0.01069238968193531,
-0.0012754597701132298,
-0.0030049204360693693,
0.0295757707208395,
0.0021636132150888443,
0.008888473734259605,
0.009934536181390285,
-0.06697018444538116,
0.11941464245319366,
0.027919314801692963,
0.013800672255456448,
-0.059854455292224884,
0.08940117806196213,
-0.03922180086374283,
0.0796215683221817,
-0.03201363608241081,
0.0006374826771207154,
-0.0774320438504219,
0.07916820794343948,
0.02259555645287037,
0.0322120264172554,
0.05185268446803093,
-0.023761767894029617,
0.10863810777664185,
-0.005713764578104019,
-0.015148261561989784,
-0.08188015222549438,
-0.023073075339198112,
-0.034831687808036804,
0.07476286590099335,
-0.043609246611595154,
-0.048571791499853134,
-0.003432532772421837,
0.005192120559513569,
-0.05374282971024513,
-0.07747557759284973,
-0.03108304738998413,
-0.04613865539431572,
0.03502361848950386,
-0.016151415184140205,
-0.00912820640951395,
0.02946534939110279,
0.06183009594678879,
0.05715959146618843,
0.0943722054362297,
0.00300995702855289,
0.01993686333298683,
0.04030720889568329,
0.0690167099237442,
0.04584134370088577,
-0.04359514266252518,
-0.0007915502646937966,
-0.002707097213715315,
0.033774495124816895,
-0.05181852728128433,
-0.010547247715294361,
0.004931002855300903,
-0.03511686250567436,
0.002441227901726961,
0.08076821267604828,
-0.13249944150447845,
0.03207350894808769,
0.07443279772996902,
0.009014635346829891,
-0.09012433886528015,
-0.049466125667095184,
0.062284890562295914,
-0.01896391250193119,
0.04702835530042648,
0.021766653284430504,
-0.07684734463691711,
-0.08778612315654755,
-5.576139654749898e-33,
-0.0013319265563040972,
0.035381998866796494,
0.11881467700004578,
0.06782463192939758,
-0.0023906677961349487,
0.044399701058864594,
-0.047628987580537796,
-0.020756006240844727,
0.015967246145009995,
0.026299763470888138,
-0.03571317717432976,
0.061635248363018036,
-0.049611203372478485,
0.08667970448732376,
0.09206952154636383,
0.04407713934779167,
-0.07185360044240952,
0.08169502764940262,
-0.06445392221212387,
-0.023190516978502274,
0.07986927032470703,
-0.14151844382286072,
-0.03502659127116203,
0.016022223979234695,
0.011061481200158596,
0.044162049889564514,
0.04177159070968628,
0.019632698968052864,
-0.10472133010625839,
0.03806323558092117,
-0.020159322768449783,
0.04577629640698433,
-0.05915379151701927,
-0.026245081797242165,
-0.04999622330069542,
0.020377984270453453,
-0.009109591133892536,
0.006098753772675991,
-0.024277014657855034,
-0.04162999242544174,
0.007395900785923004,
-0.009722273796796799,
0.008057608269155025,
-0.06655705720186234,
0.005542481318116188,
0.026282822713255882,
0.06681287288665771,
-0.02907193824648857,
-0.010357595980167389,
-0.04987093806266785,
0.0275991503149271,
0.00351213407702744,
0.0010928278788924217,
-0.022987421602010727,
-0.0015326939756050706,
0.04361972212791443,
-0.0007720665307715535,
-0.007479290943592787,
-0.06400039792060852,
0.007954847067594528,
-0.06258328258991241,
-0.05289335176348686,
-0.0013910498237237334,
0.01833731308579445,
0.04495717212557793,
0.0557585284113884,
-0.07698077708482742,
-0.052448730915784836,
0.024306248873472214,
0.1438571959733963,
-0.1141129583120346,
0.010107194073498249,
0.04206114634871483,
0.031263403594493866,
0.05351172387599945,
-0.05418125540018082,
0.038502372801303864,
-0.018147138878703117,
-0.03385426849126816,
-0.012933985330164433,
-0.07363560795783997,
-0.058655258268117905,
-0.005530130118131638,
-0.04476189985871315,
0.06141047924757004,
-0.049325376749038696,
0.04143144190311432,
-0.03697144240140915,
-0.02515699900686741,
-0.05396217107772827,
-0.061802126467227936,
0.006008777301758528,
-0.01490188017487526,
0.028318582102656364,
-0.12510855495929718,
2.629384334827679e-33,
-0.12015622109174728,
0.0036006616428494453,
0.015980442985892296,
0.050660744309425354,
-0.006182762794196606,
-0.07998627424240112,
0.0009670163854025304,
0.02330944873392582,
-0.005597534589469433,
-0.023415056988596916,
0.053710173815488815,
-0.002998275449499488,
0.019171882420778275,
0.017199216410517693,
-0.0074583059176802635,
0.03271022066473961,
0.03503798320889473,
-0.1551748514175415,
-0.04225441440939903,
0.022364184260368347,
0.03987086936831474,
0.013307861052453518,
-0.0588967427611351,
-0.030120961368083954,
-0.0022339720744639635,
0.05465332046151161,
-0.08756496757268906,
0.03586135059595108,
0.06583551317453384,
-0.026932397857308388,
-0.030512647703289986,
-0.12211999297142029,
-0.13363254070281982,
-0.05070895701646805,
-0.07216733694076538,
0.0061937738209962845,
0.01783757284283638,
0.03415726125240326,
-0.00407066335901618,
0.013316585682332516,
-0.027512485161423683,
-0.03611791133880615,
-0.10707321017980576,
0.042377207428216934,
0.016150398179888725,
-0.04510381072759628,
0.10357726365327835,
-0.008843295276165009,
-0.07243674248456955,
-0.023109644651412964,
0.03295408934354782,
0.020737823098897934,
-0.012432338669896126,
-0.020172249525785446,
-0.09637320041656494,
0.0028892967384308577,
0.025553107261657715,
-0.04463697969913483,
0.07128199189901352,
0.038300517946481705,
-0.07293662428855896,
-0.022067353129386902,
-0.06520397216081619,
0.0459698848426342,
-0.00950395967811346,
-0.07398561388254166,
-0.044568270444869995,
0.03002677485346794,
0.0018968762597069144,
0.0042416914366185665,
0.019469404593110085,
-0.0048679811879992485,
-0.0905311331152916,
0.03596130758523941,
-0.050046730786561966,
-0.08831853419542313,
0.009012887254357338,
-0.01591811329126358,
0.06775155663490295,
-0.04386642202734947,
-0.0013444435317069292,
-0.028302662074565887,
0.08330356329679489,
-0.02382844127714634,
0.055156391113996506,
-0.021594494581222534,
0.06504572182893753,
-0.005389517638832331,
0.02160552144050598,
0.02356019802391529,
-0.09171442687511444,
0.028699524700641632,
-0.027410538867115974,
0.027579527348279953,
-0.12002754211425781,
-2.083624117688032e-8,
-0.032364290207624435,
0.08084899932146072,
0.10520907491445541,
0.029150182381272316,
0.029293056577444077,
0.05606408417224884,
-0.022499963641166687,
0.07412499189376831,
-0.030565636232495308,
0.026327554136514664,
0.028909610584378242,
0.029641995206475258,
-0.04142346605658531,
0.07623033225536346,
0.06698291003704071,
0.08099272102117538,
-0.02911268174648285,
0.07484783232212067,
-0.03713250532746315,
-0.023668481037020683,
0.015524639748036861,
0.10108216851949692,
-0.049990445375442505,
-0.005124730058014393,
0.06194903701543808,
0.02319147437810898,
-0.04402753338217735,
0.009970390237867832,
0.03569939360022545,
0.10271643847227097,
-0.011246169917285442,
0.030745578929781914,
-0.02914688177406788,
0.04461231827735901,
0.01716504618525505,
0.0025328712072223425,
-0.0990983173251152,
-0.043562546372413635,
0.0037831568624824286,
-0.05156474933028221,
-0.01822473295032978,
0.03653210029006004,
-0.06528095155954361,
0.055455099791288376,
0.10316641628742218,
0.03550942614674568,
0.029994400218129158,
-0.03705239295959473,
0.030916644260287285,
0.1024848222732544,
-0.012807261198759079,
0.049174267798662186,
-0.014045811258256435,
-0.021478040143847466,
0.026926837861537933,
0.07258651405572891,
0.018873807042837143,
-0.058595675975084305,
-0.0367630310356617,
-0.07719498127698898,
0.06631528586149216,
-0.05711899697780609,
0.026187792420387268,
-0.06226060912013054
] | p | And we quantize the models for you. | [
"blog",
"blog/fast-embed-models"
] | 16,009 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(39) | [
-0.014171243645250797,
0.06322246789932251,
0.08657144755125046,
0.0008750293054617941,
-0.04283955693244934,
0.01564529910683632,
0.024706700816750526,
-0.030758459120988846,
-0.007894409820437431,
-0.0025767674669623375,
0.06909622251987457,
-0.06418470293283463,
-0.026732657104730606,
0.007045565638691187,
0.09203267097473145,
-0.007128301542252302,
0.026515692472457886,
0.02459578402340412,
-0.11292719841003418,
0.0904671922326088,
0.037433020770549774,
-0.05059739574790001,
0.04053724929690361,
-0.039804644882678986,
-0.055234454572200775,
0.022110844030976295,
-0.04323728010058403,
-0.05906851962208748,
0.15813498198986053,
0.0060722497291862965,
-0.012236815877258778,
0.04883226007223129,
0.045620448887348175,
-0.03273923695087433,
-0.06741954386234283,
0.11101694405078888,
0.0018063979223370552,
0.05125207453966141,
-0.048070281744003296,
-0.020715029910206795,
-0.06547101587057114,
-0.03911176696419716,
0.009450795128941536,
-0.011785749346017838,
0.05136285722255707,
0.1304153949022293,
-0.04493699222803116,
0.06659535318613052,
-0.047685492783784866,
-0.055664509534835815,
-0.03362896665930748,
-0.0314130038022995,
0.0008761124336160719,
-0.05568941682577133,
0.08431989699602127,
0.010543812066316605,
0.005995644256472588,
-0.007368970662355423,
-0.020091000944375992,
0.002278523053973913,
0.036758676171302795,
0.020648932084441185,
0.03269486129283905,
0.04294615238904953,
-0.03311668336391449,
-0.09726517647504807,
-0.00837708916515112,
0.07690279185771942,
-0.05157783627510071,
0.10888894647359848,
0.054267361760139465,
-0.055718954652547836,
-0.0626135766506195,
0.06344923377037048,
0.07539381086826324,
0.04357437044382095,
-0.03681965917348862,
-0.07201870530843735,
0.027413150295615196,
0.013490689918398857,
0.03496255725622177,
-0.03231294825673103,
0.006947469897568226,
-0.02958420105278492,
0.027544327080249786,
-0.025089455768465996,
-0.10471511632204056,
-0.03864208981394768,
-0.04290838539600372,
-0.000004994387836632086,
-0.0861821398139,
0.004033077508211136,
-0.05815152823925018,
0.009778200648725033,
-0.03600960224866867,
0.021310139447450638,
-0.07535754889249802,
0.10211896896362305,
-0.07296526432037354,
0.06580996513366699,
0.02541203610599041,
0.04357348009943962,
-0.023706654086709023,
0.06717155128717422,
0.024984514340758324,
-0.11870568245649338,
-0.024957995861768723,
-0.025659989565610886,
0.08599051088094711,
-0.004918180871754885,
-0.06059109792113304,
-0.0287505891174078,
-0.01408088393509388,
-0.006280749570578337,
-0.0032746789511293173,
-0.027455100789666176,
-0.022521628066897392,
-0.008497195318341255,
0.004690136760473251,
-0.06962186843156815,
0.06437037140130997,
0.03783019632101059,
0.029098790138959885,
-0.04585843160748482,
0.033566586673259735,
-0.05067251995205879,
-0.11566115915775299,
-6.607382114285075e-34,
0.07915396243333817,
0.07905683666467667,
0.06978701800107956,
0.009936654940247536,
-0.0018082926981151104,
-0.00875355675816536,
-0.010332339443266392,
-0.1030551940202713,
0.040773387998342514,
0.09692655503749847,
-0.029525218531489372,
0.046598564833402634,
0.04519713670015335,
0.02808249555528164,
0.036120928823947906,
-0.03825151175260544,
-0.12023083120584488,
0.043739501386880875,
-0.06699026376008987,
-0.05447264388203621,
0.023950394243001938,
-0.03813290223479271,
0.017039041966199875,
0.018804816529154778,
-0.06622648239135742,
0.0379335917532444,
0.05879738926887512,
0.01720789074897766,
-0.007608458865433931,
0.007884726859629154,
-0.050854191184043884,
0.014185257256031036,
-0.07017122954130173,
-0.11546839028596878,
0.010103006847202778,
0.028693417087197304,
0.032218243926763535,
-0.0769130140542984,
-0.04972865805029869,
0.05675777420401573,
-0.07713583111763,
-0.021950893104076385,
-0.0003951102262362838,
-0.07871950417757034,
-0.0006750589818693697,
0.10870444029569626,
0.02435602992773056,
-0.054484836757183075,
-0.06537198275327682,
-0.04533752426505089,
0.03432502597570419,
0.0066398014314472675,
0.0571310892701149,
0.04150320962071419,
-0.005856439471244812,
0.043523337692022324,
0.0534164123237133,
-0.00035531618050299585,
-0.09821949154138565,
0.016690868884325027,
-0.027529429644346237,
-0.1465831995010376,
0.019043071195483208,
0.015361128374934196,
-0.08252982795238495,
-0.009461811743676662,
-0.026798011735081673,
0.007846247404813766,
-0.046130888164043427,
0.06058894842863083,
-0.013389683328568935,
0.06505522131919861,
-0.04893570393323898,
-0.024368803948163986,
0.03576458990573883,
-0.06760105490684509,
0.13300471007823944,
0.10272596776485443,
0.02360333316028118,
-0.019529178738594055,
-0.009686805307865143,
0.06243440508842468,
0.009236293844878674,
-0.01196100190281868,
0.030136270448565483,
-0.1022031381726265,
0.012915417551994324,
-0.026536820456385612,
-0.02083895355463028,
0.043160054832696915,
-0.055256281048059464,
0.012416593730449677,
-0.008273743093013763,
0.00936862826347351,
-0.15975119173526764,
-1.881468707277306e-33,
-0.03195188194513321,
-0.0069159697741270065,
0.0030932521913200617,
0.027593739330768585,
0.02258836105465889,
0.011676429770886898,
0.03248126804828644,
0.0376184806227684,
0.03263486921787262,
-0.03249722346663475,
0.024567345157265663,
-0.044043734669685364,
0.0242628026753664,
0.016615230590105057,
-0.0027534733526408672,
-0.032866254448890686,
0.047997407615184784,
-0.06573989242315292,
-0.029912415891885757,
0.07569871842861176,
0.03642437979578972,
0.010251931846141815,
0.018906353041529655,
-0.08036042749881744,
-0.02246173284947872,
0.03186644986271858,
0.0339609831571579,
-0.033473268151283264,
0.045973751693964005,
-0.004075176082551479,
0.046410221606492996,
-0.0865885391831398,
-0.11001454293727875,
0.010820489376783371,
0.01031422521919012,
0.046013686805963516,
-0.038092583417892456,
0.06021450459957123,
-0.050380539149045944,
-0.05725092813372612,
-0.039795681834220886,
-0.042880915105342865,
-0.0439203679561615,
0.100533127784729,
0.03466992452740669,
0.0040494403801858425,
-0.041513387113809586,
-0.0274248868227005,
-0.1599896252155304,
-0.013434932567179203,
0.014809341169893742,
0.013471430167555809,
-0.04484621062874794,
0.028589723631739616,
-0.07000073045492172,
0.00816370453685522,
-0.008549072779715061,
-0.004207777325063944,
0.015446125529706478,
0.031780414283275604,
0.02088897116482258,
-0.04524080455303192,
-0.07475841045379639,
-0.012796595692634583,
-0.06647902727127075,
0.08636639267206192,
-0.04865340143442154,
0.011249626986682415,
-0.015568728558719158,
0.009279743768274784,
-0.010425000451505184,
-0.004502379801124334,
-0.06777175515890121,
0.04643406718969345,
-0.08436346799135208,
0.007230840157717466,
0.01713453233242035,
-0.11836384981870651,
0.05820612236857414,
0.015443271026015282,
-0.04727992042899132,
-0.058037158101797104,
0.023516539484262466,
-0.011384313926100731,
-0.00796573981642723,
-0.00393585953861475,
-0.01814485341310501,
0.12490636110305786,
0.006611062679439783,
0.008383276872336864,
-0.08756215125322342,
0.001338553731329739,
0.025671780109405518,
0.011242426000535488,
0.0030624219216406345,
-3.600011666549108e-8,
-0.08767606317996979,
0.018759898841381073,
0.0027583737391978502,
-0.04529394209384918,
0.0030996594578027725,
0.05077192187309265,
0.029890550300478935,
-0.048302777111530304,
-0.019400741904973984,
-0.0021730889566242695,
0.048596300184726715,
0.05250106379389763,
0.010107873007655144,
0.025551065802574158,
0.040266651660203934,
0.01773013360798359,
-0.04403775930404663,
0.03973070904612541,
-0.0597522146999836,
-0.046111658215522766,
-0.03946628421545029,
0.07250459492206573,
-0.013145346194505692,
-0.07702495902776718,
0.015165903605520725,
-0.013906431384384632,
-0.01861519180238247,
0.05484841763973236,
-0.024554230272769928,
-0.038663364946842194,
-0.01977183111011982,
0.014761771075427532,
0.004693944007158279,
0.012544455006718636,
0.07257501035928726,
0.06764118373394012,
-0.07450073212385178,
-0.08076351135969162,
0.08428500592708588,
-0.03292635828256607,
-0.05291721597313881,
0.009819284081459045,
0.01880519837141037,
0.0771685540676117,
-0.0014230019878596067,
0.04502793774008751,
0.059139735996723175,
0.015368861146271229,
0.058787327259778976,
0.018027033656835556,
0.005266895983368158,
0.011096158996224403,
-0.03858958184719086,
0.027973363175988197,
0.013057471252977848,
0.08130967617034912,
-0.03545510023832321,
-0.0016362940659746528,
0.028689388185739517,
0.016256991773843765,
0.06350354105234146,
-0.024529773741960526,
0.00461415434256196,
0.04833424091339111
] | p | So when we quantize, what it means is we do a bunch of tricks supported by a huge shout out to hugging faces optimum. | [
"blog",
"blog/fast-embed-models"
] | 16,010 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(39) | [
-0.08459368348121643,
-0.01792173646390438,
0.010687470436096191,
0.015151361003518105,
-0.05508999153971672,
0.02976454608142376,
0.03721021115779877,
-0.027566732838749886,
0.05574364960193634,
-0.007819905877113342,
0.03203853219747543,
0.041551604866981506,
-0.030104825273156166,
0.015882182866334915,
0.007335167843848467,
0.023032790049910545,
0.034015342593193054,
0.09125184267759323,
-0.1714036762714386,
-0.02047012187540531,
0.06998558342456818,
-0.031956661492586136,
-0.02914854884147644,
-0.03317038342356682,
0.05406715348362923,
-0.027999060228466988,
-0.018058137968182564,
-0.024764323607087135,
0.17396128177642822,
-0.031496234238147736,
0.03679758310317993,
0.04559600353240967,
0.14055514335632324,
-0.03661129251122475,
0.0023059204686433077,
0.07754931598901749,
-0.015142007730901241,
-0.029667114838957787,
0.028067687526345253,
-0.016604818403720856,
-0.029947225004434586,
0.03443378955125809,
-0.03866249695420265,
0.04683582857251167,
0.06862504780292511,
0.02689039148390293,
0.06305018067359924,
-0.009983345866203308,
-0.03931385651230812,
-0.05762215331196785,
0.013915537856519222,
0.07204896956682205,
-0.06475328654050827,
0.019207105040550232,
-0.011071240529417992,
-0.004805465694516897,
0.012110836803913116,
0.021084297448396683,
0.00960185844451189,
-0.010573248378932476,
-0.04744584858417511,
-0.022143570706248283,
-0.0012415816308930516,
0.09675664454698563,
0.1092902272939682,
-0.06016766279935837,
0.04897100850939751,
-0.012268418446183205,
0.02463507652282715,
0.04835896193981171,
0.011124525219202042,
-0.03162344917654991,
-0.06904923170804977,
0.0490926131606102,
0.07320627570152283,
0.06728681176900864,
0.09323789924383163,
0.031702920794487,
0.02237321250140667,
0.027326399460434914,
0.06076457351446152,
-0.04730481281876564,
0.036215104162693024,
-0.01702834479510784,
0.04898371547460556,
-0.02276218868792057,
-0.06083505228161812,
-0.034191880375146866,
0.003287161234766245,
-0.06307806819677353,
-0.008514693938195705,
-0.017716506496071815,
-0.04896489903330803,
-0.02903192676603794,
0.04664452746510506,
-0.021914130076766014,
-0.005880421027541161,
0.03328562155365944,
0.004793821834027767,
0.061725884675979614,
0.019878240302205086,
0.015675753355026245,
0.03095405176281929,
-0.032946836203336716,
-0.012114586308598518,
-0.11099307984113693,
0.05470320209860802,
0.04873061552643776,
0.03890042006969452,
0.045791830867528915,
0.012464512139558792,
-0.05420517176389694,
0.04930704087018967,
-0.051875852048397064,
-0.00026914040790870786,
0.0007869413238950074,
0.014671365730464458,
0.05474039539694786,
0.07321614027023315,
-0.017628610134124756,
-0.05537380650639534,
-0.08744700253009796,
-0.05707475543022156,
0.028338730335235596,
-0.02763238549232483,
0.012769719585776329,
-0.14900988340377808,
-8.549755204259399e-34,
0.04273759573698044,
0.031813278794288635,
-0.03240755572915077,
-0.05308697000145912,
-0.059619057923555374,
0.06104765087366104,
-0.007787548471242189,
-0.06811342388391495,
0.012028639204800129,
0.013994509354233742,
-0.07656434178352356,
0.007204566150903702,
-0.014960500411689281,
0.1116274893283844,
0.052338894456624985,
-0.07358871400356293,
-0.0676615759730339,
0.08541743457317352,
-0.011551938951015472,
-0.06677836179733276,
0.11000771820545197,
-0.044296760112047195,
-0.022419029846787453,
-0.002310872310772538,
-0.026637889444828033,
0.01261093933135271,
0.05435492843389511,
-0.06945377588272095,
-0.09270961582660675,
0.012939389795064926,
-0.08767262101173401,
0.005045638419687748,
-0.06280027329921722,
0.020723745226860046,
0.03304431959986687,
0.10232808440923691,
0.03811993822455406,
0.016226472333073616,
0.013864949345588684,
-0.07257191836833954,
-0.0305843073874712,
0.000039423986891051754,
0.037661463022232056,
-0.03483414277434349,
-0.059059809893369675,
-0.04363171383738518,
0.0298563614487648,
-0.03090832754969597,
-0.07350482791662216,
-0.07782112061977386,
0.013130689039826393,
0.0007957344059832394,
-0.007576309144496918,
0.03492382541298866,
0.07902931421995163,
0.04966653510928154,
0.056042466312646866,
-0.09462422877550125,
0.02251565083861351,
0.030838394537568092,
-0.12101436406373978,
-0.05805172026157379,
-0.0021721157245337963,
0.033603593707084656,
0.03282886743545532,
0.0657021552324295,
-0.06633118540048599,
0.015807149931788445,
0.02829279936850071,
0.08955678343772888,
-0.06500077992677689,
0.034960273653268814,
0.005833588540554047,
-0.09972090274095535,
0.04601631686091423,
-0.004945339635014534,
0.06417924910783768,
-0.028521137312054634,
-0.08486565947532654,
0.013748053461313248,
-0.05549537017941475,
0.040749941021203995,
-0.033537186682224274,
0.026355255395174026,
-0.005522126331925392,
-0.08676145225763321,
0.03159382566809654,
-0.019057512283325195,
-0.04151054471731186,
-0.03368690237402916,
0.008397677913308144,
-0.024753807112574577,
-0.016546333208680153,
0.027377737686038017,
-0.08316437900066376,
-2.9063461863270165e-34,
-0.10358232259750366,
-0.024595430120825768,
-0.05432872101664543,
0.034651659429073334,
-0.004667961969971657,
-0.018669046461582184,
0.028658440336585045,
-0.04870009422302246,
-0.005623354110866785,
-0.07966144382953644,
0.024021364748477936,
-0.028284350410103798,
-0.031781915575265884,
-0.002554195001721382,
-0.06765300035476685,
0.040292005985975266,
-0.000684373255353421,
-0.03988241031765938,
0.026733241975307465,
0.017595645040273666,
-0.023707957938313484,
0.05493747815489769,
-0.04810582473874092,
-0.049904391169548035,
0.003132518380880356,
0.01392312441021204,
-0.08799223601818085,
0.08594313263893127,
0.046010974794626236,
0.049725040793418884,
-0.06142155081033707,
-0.0749843567609787,
-0.15533755719661713,
0.037833694368600845,
-0.027562018483877182,
0.06981881707906723,
-0.005363210570067167,
0.160417839884758,
-0.02151896059513092,
-0.0028810235671699047,
0.044735137373209,
-0.02283962070941925,
-0.08463118970394135,
0.08051356673240662,
0.06247521564364433,
0.014887992292642593,
0.04326722398400307,
-0.08242670446634293,
-0.08588241785764694,
0.05211435630917549,
0.06468665599822998,
0.03535609692335129,
-0.03740635886788368,
0.0720033124089241,
-0.05629635229706764,
0.03405781835317612,
-0.06018129363656044,
-0.01667781174182892,
-0.022018611431121826,
0.021705931052565575,
-0.03558361530303955,
-0.07204786688089371,
0.023492228239774704,
0.002395953517407179,
-0.05507446080446243,
0.005679627414792776,
-0.01350921206176281,
0.031217550858855247,
-0.0009644798119552433,
-0.022344090044498444,
0.04350259155035019,
-0.02771746926009655,
0.02930549532175064,
0.08426813036203384,
-0.03211143612861633,
-0.07650643587112427,
-0.014537695795297623,
-0.048976533114910126,
0.004166819155216217,
-0.05123966932296753,
0.03427456319332123,
0.022023778408765793,
0.013859688304364681,
0.024174481630325317,
0.036906998604536057,
0.04763401299715042,
-0.024779878556728363,
0.09668994694948196,
0.062112972140312195,
-0.02538166753947735,
-0.04895501956343651,
0.012995634227991104,
0.041031237691640854,
-0.009308314882218838,
-0.029856739565730095,
-2.811308341676977e-8,
-0.031983621418476105,
0.013753976672887802,
0.08030441403388977,
-0.04318871721625328,
0.07464944571256638,
-0.01742536388337612,
0.018226588144898415,
0.07652267813682556,
-0.06283587962388992,
-0.07798051089048386,
0.06813172996044159,
0.051218822598457336,
-0.10190359503030777,
-0.05021858215332031,
0.055418986827135086,
0.08420073240995407,
-0.014262066222727299,
0.011343658901751041,
0.006303239613771439,
-0.07564788311719894,
0.0058204554952681065,
0.07860317081212997,
-0.013080541975796223,
0.005236524622887373,
-0.007111067418009043,
-0.033405203372240067,
0.016468551009893417,
-0.008082461543381214,
0.036224011331796646,
-0.004242698196321726,
-0.011923316866159439,
0.06394276022911072,
0.030329246073961258,
-0.023427410051226616,
-0.004484910052269697,
0.06269324570894241,
-0.014052774757146835,
-0.055866725742816925,
-0.0802239328622818,
-0.06617375463247299,
-0.06149018183350563,
-0.024624556303024292,
0.02537938579916954,
0.017436908558011055,
0.04239501804113388,
0.0659148171544075,
0.020148007199168205,
-0.0028964788652956486,
0.03641009330749512,
0.051150087267160416,
-0.012636872939765453,
0.08504901081323624,
-0.04443002864718437,
-0.041086241602897644,
-0.0035793257411569357,
-0.0044938805513083935,
-0.02125501073896885,
-0.03764573484659195,
0.02617133967578411,
0.01876329630613327,
-0.017237959429621696,
0.021725725382566452,
0.047471027821302414,
-0.08687014877796173
] | p | So we do a bunch of optimizations in the quantization, which is we compress some activations, for instance, gelu. | [
"blog",
"blog/fast-embed-models"
] | 16,011 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(39) | [
0.04914479702711105,
0.027813540771603584,
-0.013589289039373398,
-0.04398983344435692,
-0.005876224488019943,
-0.057059548795223236,
-0.057949941605329514,
-0.06180521473288536,
0.005397092550992966,
0.005657032132148743,
-0.03612665459513664,
0.0047808014787733555,
-0.010102490894496441,
0.054882608354091644,
0.06384286284446716,
0.033777866512537,
0.014416641555726528,
0.021768372505903244,
-0.062162283807992935,
-0.05895354971289635,
0.03298927843570709,
-0.11240703612565994,
-0.05490666255354881,
-0.08882660418748856,
0.10368475317955017,
-0.052462056279182434,
0.02662523277103901,
-0.04625919088721275,
0.13185913860797882,
-0.024118440225720406,
0.02177565172314644,
0.05572913959622383,
0.11181498318910599,
-0.023296307772397995,
-0.013328272849321365,
0.019953051581978798,
0.024583423510193825,
0.0021621468476951122,
0.06981154531240463,
0.024710234254598618,
-0.06586520373821259,
0.04674679413437843,
0.020219730213284492,
0.03050917200744152,
0.018965940922498703,
0.052517835050821304,
0.027936207130551338,
0.07093827426433563,
0.0013450930127874017,
-0.03367568925023079,
0.013183786533772945,
0.0918581411242485,
-0.08487952500581741,
0.05242055654525757,
-0.01911984384059906,
-0.0427275225520134,
-0.006516693159937859,
-0.0047640809789299965,
-0.02164066582918167,
0.070663221180439,
-0.018910853192210197,
-0.0750296413898468,
-0.0045850821770727634,
-0.00947742909193039,
0.043789416551589966,
-0.027298279106616974,
0.05184811353683472,
-0.02239006944000721,
-0.006131282076239586,
0.10718519240617752,
0.019152844324707985,
-0.0379209965467453,
-0.10600351542234421,
0.09048108756542206,
0.031190557405352592,
0.04841701686382294,
0.06374336779117584,
-0.01074040587991476,
0.011880259960889816,
-0.007309683598577976,
0.024190692231059074,
-0.024353761225938797,
0.0446782149374485,
0.029193412512540817,
0.0698249489068985,
-0.03481021523475647,
-0.1168791651725769,
-0.006361991632729769,
0.0026365630328655243,
-0.04169421270489693,
-0.05688188970088959,
0.03286299854516983,
-0.005197163205593824,
0.0064531536772847176,
0.05888783931732178,
-0.02376141957938671,
0.09009145200252533,
0.04162561893463135,
0.026167728006839752,
0.03967677056789398,
0.039124663919210434,
-0.039367083460092545,
-0.03776414692401886,
-0.009904860518872738,
-0.02930591255426407,
-0.025033896788954735,
0.061317313462495804,
0.06250113993883133,
-0.03707722947001457,
-0.015967894345521927,
0.029633549973368645,
0.0598122701048851,
-0.0010195624781772494,
-0.039670951664447784,
0.032721929252147675,
-0.06060642749071121,
-0.007802185602486134,
0.022779762744903564,
-0.00946944858878851,
-0.005399347748607397,
-0.1013912558555603,
0.032500263303518295,
-0.04241863265633583,
0.015009257942438126,
-0.011585958302021027,
0.0010040465276688337,
-0.11152183264493942,
1.6472968246110672e-33,
0.005972890183329582,
0.09831226617097855,
-0.021455839276313782,
-0.03589760139584541,
0.000646595552098006,
0.07959173619747162,
-0.010538927279412746,
-0.012652845121920109,
0.02070748619735241,
0.04255102574825287,
-0.0030685176607221365,
-0.024299446493387222,
0.014854962937533855,
0.05583389103412628,
0.15550468862056732,
-0.059046369045972824,
0.007098533678799868,
0.006924248766154051,
-0.018923362717032433,
-0.08732368797063828,
0.05881869047880173,
-0.11509972810745239,
-0.029141990467905998,
0.09765660017728806,
0.02580888383090496,
0.01813264563679695,
0.050158996134996414,
-0.0339866541326046,
0.039872705936431885,
0.0025279964320361614,
-0.15461485087871552,
0.033966295421123505,
-0.02167636901140213,
0.009277965873479843,
0.050062552094459534,
0.026952095329761505,
0.0009506322676315904,
0.02036311663687229,
0.0039004748687148094,
-0.07168632745742798,
-0.0086930301040411,
0.04208708181977272,
0.05058331415057182,
-0.07270266115665436,
-0.06835107505321503,
-0.025145722553133965,
0.017337216064333916,
-0.033194247633218765,
-0.04040510207414627,
-0.01178991049528122,
0.03779882937669754,
-0.00021722581004723907,
-0.05336307734251022,
0.07834095507860184,
0.09578395634889603,
-0.02099766582250595,
0.12771165370941162,
-0.07906953245401382,
0.0029525835998356342,
0.10132483392953873,
-0.041585374623537064,
-0.07506585866212845,
0.0707685798406601,
0.0012043012538924813,
-0.003979998175054789,
0.02669074945151806,
-0.028092462569475174,
0.019927944988012314,
-0.03875228390097618,
0.09713179618120193,
-0.1129733994603157,
0.058170050382614136,
0.02895497716963291,
-0.08577156811952591,
0.0334724560379982,
-0.021139824762940407,
0.01180926151573658,
-0.01979326829314232,
-0.0046740081161260605,
-0.020777232944965363,
-0.04942348971962929,
0.010703236795961857,
-0.004018950741738081,
-0.024401865899562836,
0.013768337666988373,
-0.0725342333316803,
0.030269140377640724,
-0.012634731829166412,
-0.03953911364078522,
-0.029177092015743256,
-0.06779966503381729,
-0.061367444694042206,
-0.0009196784812957048,
0.047196321189403534,
-0.06601205468177795,
-2.7500484625976022e-33,
-0.16579684615135193,
0.08759818226099014,
-0.005905377212911844,
0.11052791029214859,
-0.04787980392575264,
-0.08751822263002396,
0.10120808333158493,
-0.03684166446328163,
0.0594889260828495,
0.001220581354573369,
0.009156806394457817,
-0.030442826449871063,
-0.010004652664065361,
0.0325859971344471,
-0.054925255477428436,
0.03777264058589935,
-0.056756023317575455,
0.013745076954364777,
0.024586938321590424,
0.023440562188625336,
-0.006756203714758158,
0.00994780007749796,
-0.030160048976540565,
-0.051574550569057465,
0.082179494202137,
0.03208635747432709,
-0.09031181782484055,
-0.01953117549419403,
0.021209141239523888,
0.026050738990306854,
-0.07939000427722931,
-0.061661746352910995,
-0.12207131832838058,
-0.0949258953332901,
0.015414833091199398,
-0.016981590539216995,
0.017112504690885544,
0.11284547299146652,
0.008580638095736504,
0.018121222034096718,
0.03027164936065674,
-0.04475073143839836,
-0.11589109152555466,
0.05002199113368988,
0.029349489137530327,
0.06573617458343506,
0.03205004334449768,
0.005013368092477322,
-0.04743003845214844,
0.024342916905879974,
0.07013944536447525,
0.054463718086481094,
0.03830739110708237,
0.03529910370707512,
-0.006147398147732019,
-0.043795667588710785,
-0.029457321390509605,
0.05257069692015648,
0.042385347187519073,
0.022320257499814034,
-0.07785041630268097,
-0.06306286156177521,
-0.017031816765666008,
-0.0212924312800169,
-0.048463571816682816,
-0.062091194093227386,
-0.01776432804763317,
0.02207643911242485,
-0.07681798934936523,
0.04832775518298149,
0.04750906303524971,
-0.029895979911088943,
0.0009766906732693315,
0.02544696442782879,
-0.027007250115275383,
0.004470541141927242,
0.0013694952940568328,
0.01247120089828968,
-0.008966152556240559,
0.0437447614967823,
0.013441563583910465,
0.06632709503173828,
0.011891517788171768,
-0.015622317790985107,
-0.005545100197196007,
0.037887103855609894,
-0.029794903472065926,
0.02554897777736187,
0.04194362834095955,
-0.008351248688995838,
-0.07161840796470642,
0.022028645500540733,
0.03001134656369686,
-0.012293376959860325,
-0.08105167746543884,
-3.494835354445058e-8,
-0.088198721408844,
-0.008049821481108665,
0.033325016498565674,
-0.1121552363038063,
0.08472742140293121,
-0.009919353760778904,
0.04118341952562332,
0.10575763136148453,
0.006357990205287933,
-0.05219104140996933,
0.09855858981609344,
0.00008292753045680001,
-0.1255715787410736,
0.006590424105525017,
0.014140204526484013,
-0.016934813931584358,
0.02385788969695568,
-0.06611756980419159,
0.03474981710314751,
-0.012156582437455654,
-0.04671238735318184,
0.0014267666265368462,
-0.003630957566201687,
0.014435389079153538,
0.0031661747489124537,
-0.06233779713511467,
0.02187260612845421,
0.0003863752353936434,
0.016284869983792305,
0.009334182366728783,
-0.06020168587565422,
0.027139971032738686,
0.1040465459227562,
0.0723402351140976,
0.03081335499882698,
0.034043002873659134,
-0.06082955375313759,
0.015949836000800133,
-0.08788624405860901,
-0.04662156477570534,
-0.05272601172327995,
-0.00013016269076615572,
-0.02541900798678398,
0.009344099089503288,
0.04970339685678482,
0.018413804471492767,
0.0037992699071764946,
0.05099676921963692,
0.002463843673467636,
0.022911185398697853,
-0.04251740127801895,
0.030674610286951065,
-0.033478815108537674,
-0.05330405756831169,
0.010315792635083199,
0.044453203678131104,
-0.028462734073400497,
-0.06571407616138458,
0.015555894002318382,
-0.0007689953781664371,
-0.05235320329666138,
-0.03268541023135185,
-0.04726805537939072,
-0.07639240473508835
] | p | We also do some graph optimizations and we don’t really do a lot of dropping the bits, which is let’s say 32 to 16 or 64 to 32 kind of quantization only where required. | [
"blog",
"blog/fast-embed-models"
] | 16,012 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(40) | [
-0.07068775594234467,
0.10394103825092316,
-0.032273970544338226,
0.008267688564956188,
-0.04559528827667236,
-0.0004329704097472131,
0.04587487131357193,
-0.041867148131132126,
0.000811785866972059,
-0.06371096521615982,
0.04983411356806755,
-0.18026813864707947,
-0.018794164061546326,
-0.039112940430641174,
0.00018304963305126876,
-0.08386178314685822,
-0.027695834636688232,
0.026668086647987366,
-0.010040225461125374,
-0.10622676461935043,
-0.099820576608181,
0.0040987590327858925,
-0.024684645235538483,
-0.053897786885499954,
-0.027138832956552505,
-0.0014770107809454203,
0.04932659864425659,
-0.021017003804445267,
0.06485504657030106,
-0.056955114006996155,
0.02565472573041916,
0.050222381949424744,
-0.055834244936704636,
0.006442325655370951,
0.024624360725283623,
0.010866050608456135,
-0.11144094914197922,
0.06123407930135727,
0.058808885514736176,
-0.016405116766691208,
0.029392285272479057,
-0.0977497398853302,
-0.00015348783927038312,
-0.051837675273418427,
0.03870869800448418,
-0.011100987903773785,
-0.05021699517965317,
0.03524097427725792,
-0.06421039253473282,
0.03628423064947128,
-0.12701556086540222,
-0.014285646378993988,
0.04741724207997322,
-0.030110830441117287,
0.12650896608829498,
-0.11083002388477325,
-0.03181149810552597,
-0.054958559572696686,
0.02013329230248928,
0.04824584349989891,
0.08594918251037598,
0.02103479951620102,
-0.055323660373687744,
0.002080952050164342,
-0.023726485669612885,
-0.04035935923457146,
0.007595332805067301,
-0.049308665096759796,
-0.0022003387566655874,
0.023260854184627533,
0.050495658069849014,
-0.01366446539759636,
0.001573912682943046,
0.015814168378710747,
-0.017103558406233788,
-0.07771310210227966,
-0.012339871376752853,
-0.004139802418649197,
-0.02992989309132099,
-0.015274051576852798,
0.06513717770576477,
0.056913528591394424,
0.007358583156019449,
-0.03506247326731682,
0.0008929661707952619,
-0.07185610383749008,
0.02243306301534176,
0.002056086203083396,
-0.019975455477833748,
0.004933557473123074,
0.04855538532137871,
0.0818604826927185,
-0.08270714432001114,
-0.02287595346570015,
-0.005614920053631067,
-0.07434341311454773,
-0.05708927661180496,
-0.0273688193410635,
-0.056723564863204956,
0.09749575704336166,
-0.02480403147637844,
0.039316464215517044,
-0.0024050783831626177,
0.1016547828912735,
-0.13643276691436768,
-0.046753089874982834,
-0.041039686650037766,
-0.06982844322919846,
-0.007715950254350901,
0.03550608828663826,
-0.021551549434661865,
-0.03815723955631256,
-0.10206186026334763,
-0.05955369025468826,
0.03969781845808029,
0.045870136469602585,
0.01739412732422352,
-0.011080645024776459,
-0.028875986114144325,
0.015031000599265099,
-0.012232995592057705,
0.0042800516821444035,
-0.09139235317707062,
0.015455805696547031,
-0.0563923716545105,
0.00544072687625885,
0.05155967175960541,
-5.820976852762445e-34,
-0.04166588932275772,
0.013514574617147446,
0.0006108566303737462,
0.021234335377812386,
0.020014658570289612,
-0.1131228655576706,
-0.08195053040981293,
-0.07391707599163055,
-0.03752712905406952,
-0.07056131213903427,
0.09279415011405945,
-0.025820063427090645,
-0.05103582516312599,
-0.03303706273436546,
0.03623439744114876,
0.05275561287999153,
-0.006699723657220602,
-0.00992574729025364,
0.029194412752985954,
0.021893702447414398,
0.06431981921195984,
0.006571618840098381,
-0.01311112754046917,
0.006589963566511869,
0.03745206445455551,
0.005738172680139542,
0.1107761412858963,
-0.029643936082720757,
0.04679110646247864,
0.0031198947690427303,
0.11188853532075882,
-0.038264255970716476,
-0.025741029530763626,
-0.026690183207392693,
-0.03333727642893791,
0.00956655666232109,
-0.012149951420724392,
-0.01647823676466942,
-0.049891144037246704,
-0.03596041351556778,
-0.07448608428239822,
0.03711322695016861,
0.06959652900695801,
-0.021047264337539673,
-0.05245525389909744,
0.0397026501595974,
0.04060634225606918,
0.000622553110588342,
0.11922502517700195,
-0.022605204954743385,
-0.010133876465260983,
0.0290971826761961,
-0.030443435534834862,
0.011534971185028553,
0.03423738852143288,
0.07074528932571411,
0.025608766824007034,
-0.011826049536466599,
0.02436809055507183,
-0.02699776366353035,
-0.04960807040333748,
-0.07658786326646805,
-0.06206924095749855,
-0.004235155880451202,
0.006675313226878643,
-0.02995873987674713,
-0.01918862573802471,
-0.057671014219522476,
0.0640057623386383,
-0.005079754628241062,
-0.09377079457044601,
0.024907222017645836,
0.01504012756049633,
0.021807892248034477,
-0.06859384477138519,
0.013223842717707157,
0.023214593529701233,
0.06807181239128113,
-0.034662339836359024,
0.08211280405521393,
-0.034077342599630356,
0.12938563525676727,
0.05578674003481865,
-0.06000180169939995,
0.056992463767528534,
-0.02903018519282341,
-0.04511989280581474,
0.019331488758325577,
0.027741631492972374,
-0.004302895627915859,
-0.011466762982308865,
0.026648476719856262,
0.013622675091028214,
-0.010173131711781025,
-0.0038356445729732513,
-2.0472517979806426e-33,
0.08065681159496307,
-0.016770852729678154,
-0.03447897359728813,
0.0472111701965332,
0.028989393264055252,
0.06383007764816284,
0.007946689613163471,
0.0593193918466568,
0.03551793470978737,
0.0535566508769989,
0.0226060152053833,
0.0608404278755188,
0.07048070430755615,
0.07261376082897186,
0.03326888754963875,
0.0067984722554683685,
0.07568950206041336,
0.09278085827827454,
-0.06134680658578873,
-0.028954017907381058,
-0.039069272577762604,
0.06460077315568924,
-0.03899623826146126,
-0.0639052465558052,
-0.03902856633067131,
0.06075809895992279,
-0.00287012942135334,
0.021769873797893524,
-0.15225118398666382,
-0.020739758387207985,
0.015766600146889687,
-0.09263232350349426,
-0.11146822571754456,
0.015105975791811943,
0.016986340284347534,
-0.03377431631088257,
0.05593981221318245,
0.05165562033653259,
-0.08589161187410355,
0.10529367625713348,
0.01635226607322693,
0.11517208814620972,
0.04698754847049713,
0.04921049252152443,
-0.0446074940264225,
-0.05599527060985565,
-0.005142670124769211,
0.03745724633336067,
-0.024698061868548393,
-0.03633743152022362,
0.061830732971429825,
0.06906186044216156,
-0.01641569472849369,
-0.041297659277915955,
0.05945596098899841,
0.06623156368732452,
0.03618892654776573,
0.02242373302578926,
0.010248703882098198,
-0.015547323040664196,
-0.031165987253189087,
0.014842984266579151,
0.05610073357820511,
-0.0347207635641098,
-0.005509680137038231,
0.0054843006655573845,
0.0038424308877438307,
-0.008775779977440834,
0.0906047374010086,
-0.034864895045757294,
0.014720596373081207,
0.011749574914574623,
-0.047957971692085266,
-0.0038633516523987055,
0.006355015095323324,
0.04139116406440735,
0.027079086750745773,
0.12975548207759857,
0.04956136643886566,
-0.023331860080361366,
0.015095432288944721,
-0.036630723625421524,
-0.06790219992399216,
-0.01433450449258089,
0.02518315054476261,
-0.04520081356167793,
0.0763431191444397,
-0.026742514222860336,
0.13408009707927704,
-0.051036227494478226,
0.007757691200822592,
0.034139759838581085,
-0.0256732776761055,
-0.02824524976313114,
-0.016818111762404442,
-1.8069028939748932e-8,
-0.016450917348265648,
-0.07143577933311462,
-0.11094323545694351,
-0.007817811332643032,
-0.009186509996652603,
-0.021776895970106125,
-0.017809027805924416,
-0.049035243690013885,
0.0049819741398096085,
-0.015159492380917072,
0.060278214514255524,
0.027656201273202896,
-0.029738182201981544,
-0.015590880066156387,
-0.023340361192822456,
-0.030438460409641266,
-0.007235548924654722,
0.0231041107326746,
-0.005107253789901733,
-0.007690038066357374,
0.01792915165424347,
0.03596647083759308,
-0.030666319653391838,
-0.004600928630679846,
-0.04288889095187187,
0.07763905823230743,
0.020379183813929558,
-0.02855442650616169,
-0.01900249347090721,
0.050212834030389786,
0.018175482749938965,
0.09026622027158737,
-0.007369706407189369,
-0.04591996967792511,
0.03711714595556259,
0.011690162122249603,
0.04356744512915611,
0.04943389073014259,
0.007953883148729801,
0.019525371491909027,
0.009648839011788368,
-0.03486694395542145,
0.018437381833791733,
-0.010564640164375305,
-0.06982678920030594,
0.049094196408987045,
-0.010607065632939339,
0.003308218438178301,
-0.0009807032765820622,
0.01210919301956892,
-0.13703741133213043,
-0.012378084473311901,
0.04326265677809715,
0.0610773079097271,
-0.015495088882744312,
0.018981438130140305,
0.027429498732089996,
-0.03161482885479927,
-0.05719099938869476,
0.016342893242836,
0.13294604420661926,
-0.05916442722082138,
-0.0066912854090332985,
0.12679894268512726
] | p | Nirant Kasliwal: | [
"blog",
"blog/fast-embed-models"
] | 16,013 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(40) | [
-0.01644153706729412,
-0.0160488560795784,
-0.01668635383248329,
0.006136334501206875,
0.02424277365207672,
-0.03327503800392151,
-0.009169491939246655,
0.017223266884684563,
-0.013755418360233307,
0.07694487273693085,
-0.02032826840877533,
0.07071980834007263,
0.029435906559228897,
0.02168906480073929,
0.08442739397287369,
0.06931326538324356,
0.03147313743829727,
0.035618096590042114,
-0.05199098587036133,
-0.09662643074989319,
-0.016580192372202873,
-0.08174186199903488,
-0.004303246736526489,
-0.07682245969772339,
0.13255338370800018,
-0.060061730444431305,
-0.06141234561800957,
0.039264559745788574,
0.12822405993938446,
-0.033850330859422684,
0.023128584027290344,
0.028954818844795227,
0.03842080011963844,
0.0009837530087679625,
-0.08173657208681107,
0.029385432600975037,
-0.005539305042475462,
0.03797357156872749,
0.038262128829956055,
0.05914885550737381,
-0.007928706705570221,
0.03654277324676514,
0.0245882086455822,
0.008702929131686687,
0.0195753276348114,
0.008788272738456726,
-0.01746748387813568,
0.03720628842711449,
-0.024700894951820374,
-0.04794009402394295,
-0.08230099827051163,
-0.02362886443734169,
-0.07566089928150177,
-0.014562588185071945,
0.027169017121195793,
0.030446749180555344,
0.013097482733428478,
-0.016007792204618454,
0.0504804328083992,
0.05336562544107437,
-0.001899166265502572,
-0.08025586605072021,
-0.02770051918923855,
0.0317191444337368,
0.07683498412370682,
-0.035999927669763565,
0.06632936000823975,
-0.0024267234839498997,
-0.007876989431679249,
0.08633802086114883,
0.028461789712309837,
0.007481067441403866,
-0.0942421555519104,
-0.05575130134820938,
0.09295474737882614,
0.02938525378704071,
0.04983127862215042,
0.04671137407422066,
0.018363166600465775,
-0.023619838058948517,
0.011683162301778793,
0.06746378540992737,
-0.0005261829355731606,
0.0063508134335279465,
0.032526127994060516,
-0.007236983627080917,
-0.019345805048942566,
-0.06937365233898163,
0.04856504872441292,
0.02950114570558071,
-0.07542658597230911,
-0.039753105491399765,
-0.1201113685965538,
0.022778568789362907,
-0.07793251425027847,
0.0021291454322636127,
-0.0019031295087188482,
-0.0605333186686039,
0.03583289682865143,
0.039772309362888336,
0.0004196286899968982,
-0.046005815267562866,
0.0337887741625309,
0.03731558099389076,
0.00626627542078495,
-0.010793523862957954,
0.038557715713977814,
0.10214674472808838,
0.03887547552585602,
0.03888335078954697,
-0.020175613462924957,
0.11145538091659546,
0.01865488477051258,
0.03064071200788021,
-0.049035366624593735,
0.01458046492189169,
0.02033141441643238,
-0.010985025204718113,
0.04421801492571831,
0.0436117984354496,
-0.04585632309317589,
-0.032739896327257156,
-0.023948024958372116,
0.019454937428236008,
-0.07359515130519867,
0.007205374073237181,
-0.10643360018730164,
-2.325607574558414e-33,
-0.0271584615111351,
0.016285594552755356,
0.041723549365997314,
-0.03488093614578247,
-0.02074539288878441,
0.016668492928147316,
-0.06131187081336975,
-0.08135690540075302,
0.042270172387361526,
-0.051712892949581146,
-0.12373416870832443,
0.0856809988617897,
0.03561050072312355,
0.12501072883605957,
0.08882114291191101,
-0.08268719166517258,
-0.017331324517726898,
0.06308829039335251,
0.030582500621676445,
-0.09361781179904938,
0.05748701095581055,
-0.05825943127274513,
0.0302629042416811,
0.013108249753713608,
0.05137811601161957,
0.013468540273606777,
0.023009495809674263,
-0.010006694123148918,
-0.08112958073616028,
0.003061803290620446,
-0.025364642962813377,
0.07408040016889572,
-0.02404940500855446,
0.040931712836027145,
0.014298531226813793,
0.08921217918395996,
0.00785754807293415,
-0.037191860377788544,
0.03241797164082527,
0.013943606056272984,
-0.05886716768145561,
-0.016666481271386147,
-0.0012928411597386003,
-0.07344307750463486,
-0.04015648365020752,
-0.0046567367389798164,
-0.001099912216886878,
-0.026474352926015854,
-0.04368992894887924,
-0.023802656680345535,
-0.07443703711032867,
0.022603770717978477,
0.03865978121757507,
-0.004563785623759031,
0.029452955350279808,
-0.018681326881051064,
0.05321500822901726,
-0.04697094112634659,
-0.015746988356113434,
0.0723978728055954,
-0.0756414383649826,
-0.03253622725605965,
0.03910369053483009,
-0.01894110068678856,
-0.03246335685253143,
0.0780639797449112,
0.0044860756024718285,
-0.035974763333797455,
0.04013517126441002,
0.10038229078054428,
-0.03788148611783981,
0.09833944588899612,
0.013767728582024574,
-0.10082294046878815,
0.047046177089214325,
-0.023093175143003464,
-0.05903035029768944,
-0.05575866252183914,
-0.00963660329580307,
0.004055846016854048,
-0.09121350944042206,
-0.0184316486120224,
-0.04949088767170906,
-0.07264092564582825,
0.021311089396476746,
-0.04644003137946129,
0.04010022431612015,
-0.07486943155527115,
0.054914407432079315,
-0.03387003391981125,
-0.07266952842473984,
-0.022097639739513397,
-0.016687575727701187,
0.03219261020421982,
-0.04060417413711548,
1.0845368020075667e-33,
-0.09641575813293457,
0.021952135488390923,
-0.036028604954481125,
0.06896906346082687,
0.02130531705915928,
-0.019148308783769608,
0.010115080513060093,
-0.07859642058610916,
-0.07579944282770157,
0.059877995401620865,
-0.005410780664533377,
-0.018890853971242905,
-0.07283958792686462,
-0.00651212502270937,
-0.025784727185964584,
-0.04795520380139351,
0.02040467970073223,
-0.013008476234972477,
-0.024983590468764305,
-0.04819079488515854,
0.03756014630198479,
0.12495280057191849,
-0.06310243159532547,
0.04098101705312729,
0.07974972575902939,
0.013792293146252632,
-0.12867476046085358,
0.03462995961308479,
-0.007028837222605944,
0.06824915111064911,
-0.0965384691953659,
0.024334169924259186,
-0.11006801575422287,
-0.00020468734146561474,
-0.00649628322571516,
0.08315348625183105,
0.029371337965130806,
0.017444917932152748,
-0.004845713265240192,
0.033533912152051926,
0.005754712037742138,
0.026514466851949692,
0.008004766888916492,
0.009696518070995808,
0.03321994096040726,
0.0787806436419487,
0.030597126111388206,
-0.014781850390136242,
-0.09240531921386719,
-0.002525501186028123,
0.07215974479913712,
0.030011320486664772,
0.0036442659329622984,
-0.008013513870537281,
-0.09259489923715591,
-0.05564854294061661,
-0.0016034311847761273,
-0.010498466901481152,
0.024498678743839264,
0.01855681650340557,
-0.08300214260816574,
-0.029651077464222908,
-0.10084729641675949,
0.03275962173938751,
-0.03614063933491707,
-0.02079356089234352,
0.007773856166750193,
-0.08552686125040054,
0.013685074634850025,
-0.0039631216786801815,
0.0609242282807827,
0.02262108586728573,
-0.034283217042684555,
0.0003134505241177976,
-0.038386270403862,
0.06526527553796768,
0.026000652462244034,
0.05774153396487236,
-0.06178460642695427,
-0.003553024958819151,
-0.00881150085479021,
0.004040967207401991,
0.11391158401966095,
0.021555477753281593,
-0.04305639863014221,
0.0247113686054945,
-0.05625034123659134,
0.0061025493778288364,
0.02482709102332592,
0.004683509469032288,
-0.08945731073617935,
-0.04800810664892197,
-0.047351084649562836,
0.03232600539922714,
-0.024668661877512932,
-1.794804127541738e-8,
-0.12938253581523895,
-0.01259683445096016,
0.03685099259018898,
0.03731168434023857,
0.08172525465488434,
0.04072650521993637,
0.07713013887405396,
0.18342559039592743,
-0.01898692175745964,
-0.004324753303080797,
0.07362423092126846,
0.030816592276096344,
-0.010927709750831127,
0.05216873809695244,
0.03360400348901749,
0.014630191028118134,
0.0010145342675969005,
-0.017843883484601974,
0.01754171960055828,
-0.0678064152598381,
-0.04078945145010948,
-0.0260983407497406,
0.048917822539806366,
0.04462854191660881,
0.024327319115400314,
-0.08227601647377014,
-0.008456277661025524,
0.011421466246247292,
0.03327624872326851,
0.05608901381492615,
-0.03513307124376297,
-0.029619963839650154,
0.10524241626262665,
0.05838058888912201,
0.07304501533508301,
0.08627448230981827,
-0.004530587699264288,
0.002790675265714526,
-0.06474874168634415,
0.07479516416788101,
-0.057412419468164444,
0.048764292150735855,
0.021548142656683922,
0.018729738891124725,
-0.004764919634908438,
0.04028371348977089,
-0.049827203154563904,
0.052643727511167526,
0.022711576893925667,
-0.10012489557266235,
0.042308371514081955,
-0.022276753559708595,
-0.04386499896645546,
-0.08137007057666779,
0.021357137709856033,
-0.014954964630305767,
-0.010767519474029541,
-0.06357976794242859,
0.043581828474998474,
0.0500376857817173,
-0.020730474963784218,
-0.024131422862410545,
0.01067168265581131,
-0.03148172050714493
] | p | Most of these gains come from the graph optimizations themselves. | [
"blog",
"blog/fast-embed-models"
] | 16,014 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(40) | [
0.07551512867212296,
-0.011179971508681774,
0.0002936350356321782,
0.008887874893844128,
-0.036008570343256,
-0.05867338925600052,
-0.0031121480278670788,
0.03433981165289879,
-0.014758315868675709,
0.009080314077436924,
0.020911939442157745,
0.1084614247083664,
0.002151597524061799,
-0.010651390068233013,
0.0968816727399826,
-0.03711608424782753,
0.05545678362250328,
-0.048817455768585205,
-0.03355589509010315,
0.024779941886663437,
0.13100148737430573,
-0.08957875519990921,
-0.022991927340626717,
-0.06591964513063431,
0.013183437287807465,
-0.059598829597234726,
-0.04813500866293907,
0.059914689511060715,
0.08357754349708557,
-0.09181029349565506,
0.04349388927221298,
0.18112777173519135,
0.05813874304294586,
0.0252826027572155,
-0.1462397426366806,
-0.0013073295122012496,
-0.033162668347358704,
-0.07619266957044601,
-0.0662669986486435,
0.01225918997079134,
-0.020191937685012817,
0.024651486426591873,
-0.014217001385986805,
0.020673714578151703,
-0.012058541178703308,
0.006065497640520334,
-0.059228524565696716,
-0.04119864106178284,
-0.013289276510477066,
-0.0691109374165535,
0.013498432002961636,
0.015466069802641869,
-0.027079707011580467,
0.023630470037460327,
0.04033087193965912,
0.006826119031757116,
-0.03938191756606102,
0.06623195111751556,
0.01421886496245861,
-0.0008774200105108321,
0.0006588465766981244,
-0.010033119469881058,
-0.06571348011493683,
0.009011775255203247,
0.13720646500587463,
0.010509434156119823,
0.08580020070075989,
-0.082464300096035,
-0.08518045395612717,
0.015078377909958363,
0.005113883409649134,
-0.003030070336535573,
0.019144181162118912,
-0.0063767340034246445,
0.08743671327829361,
-0.03173690289258957,
-0.03898635134100914,
-0.016228973865509033,
-0.040853891521692276,
0.00008663937478559092,
0.016555247828364372,
0.013318845070898533,
-0.03421803563833237,
0.0034353823866695166,
0.07657349854707718,
-0.001526402891613543,
-0.04388722777366638,
-0.10945959389209747,
0.046736616641283035,
-0.005844400729984045,
-0.02039031870663166,
0.06483875960111618,
-0.07092122733592987,
0.07032659649848938,
-0.07636814564466476,
-0.011293959803879261,
0.012347172014415264,
-0.0018807684537023306,
0.01129076723009348,
0.011624032631516457,
0.013622692786157131,
-0.06956055760383606,
0.008641635999083519,
0.08543708920478821,
0.031201524659991264,
-0.14298440515995026,
0.048863448202610016,
0.030389169231057167,
-0.03424445539712906,
0.047485172748565674,
-0.04885834828019142,
0.009017846547067165,
0.10008303821086884,
-0.05779043957591057,
-0.012918091379106045,
0.020140210166573524,
-0.07908996939659119,
0.114118792116642,
0.05487510934472084,
0.07986260205507278,
-0.017467433586716652,
-0.06860464811325073,
0.021077711135149002,
-0.010918528772890568,
0.00939090084284544,
0.08157926052808762,
0.0032332725822925568,
-6.72578378277165e-34,
0.034536201506853104,
-0.07954495400190353,
0.02419748157262802,
-0.042650170624256134,
0.0024646467063575983,
0.021384740248322487,
0.003168659983202815,
-0.017790434882044792,
0.043461874127388,
-0.032801780849695206,
-0.0438774898648262,
0.012228574603796005,
-0.03180037811398506,
0.09242086857557297,
0.17152144014835358,
-0.034893352538347244,
0.017449090257287025,
0.08343355357646942,
-0.008893698453903198,
-0.04053765907883644,
0.1030692383646965,
0.0060414704494178295,
-0.010048328898847103,
-0.1454399675130844,
0.08735455572605133,
0.03417811170220375,
0.06909238547086716,
0.01932818442583084,
-0.09695745259523392,
0.02764587290585041,
-0.020807279273867607,
-0.04152601584792137,
-0.03023502603173256,
0.026365628466010094,
0.03865084424614906,
0.12320633232593536,
-0.016591887921094894,
0.04140079766511917,
-0.04428121820092201,
-0.03916100785136223,
-0.04806583374738693,
-0.0035213488154113293,
-0.06453582644462585,
0.01005980558693409,
-0.01897108554840088,
-0.009483186528086662,
-0.018103672191500664,
-0.0018261095974594355,
-0.10253573209047318,
0.028870362788438797,
-0.02088482491672039,
0.06923826783895493,
0.049873821437358856,
0.015919730067253113,
0.07518400996923447,
0.009988811798393726,
0.0374412015080452,
0.01586810313165188,
-0.03298947587609291,
0.061356544494628906,
-0.025647854432463646,
-0.07759794592857361,
-0.030139507725834846,
0.014497595839202404,
0.01586601696908474,
0.08317681401968002,
-0.01859309896826744,
-0.04664412885904312,
0.002518696477636695,
0.04827036336064339,
-0.04508635401725769,
0.0395161435008049,
0.02572893351316452,
-0.04133465513586998,
-0.009842190891504288,
-0.03752828761935234,
0.0029867193661630154,
0.013954355381429195,
0.021326210349798203,
-0.0147154051810503,
-0.07539887726306915,
0.10909762233495712,
-0.05512773618102074,
0.013914879411458969,
-0.011666427366435528,
-0.05675838515162468,
0.03412710130214691,
-0.056336503475904465,
-0.04144958779215813,
0.02030130662024021,
-0.05454903468489647,
-0.02778124250471592,
0.0563347227871418,
0.03444739803671837,
-0.0044777849689126015,
7.099576751831233e-34,
-0.055391933768987656,
-0.05975828319787979,
-0.015444803051650524,
0.06452320516109467,
-0.013281529769301414,
0.020260563120245934,
0.056474361568689346,
-0.016200250014662743,
-0.050285570323467255,
0.06087265536189079,
0.06160517781972885,
0.003514478448778391,
-0.07536932080984116,
-0.010035814717411995,
0.03568753972649574,
-0.0027160870376974344,
-0.02448165975511074,
-0.06846252083778381,
0.08517275750637054,
0.03424721583724022,
0.025379547849297523,
0.037360433489084244,
-0.011326917447149754,
0.0780499279499054,
0.007972520776093006,
-0.04089832678437233,
-0.10704683512449265,
0.05065818503499031,
0.03343120589852333,
-0.04466996714472771,
0.038524236530065536,
-0.014659936539828777,
-0.07191251218318939,
0.016188325360417366,
-0.014793830923736095,
0.041529349982738495,
-0.05337598919868469,
0.07601229101419449,
-0.03550400957465172,
0.09711749851703644,
0.04568887874484062,
-0.009227820672094822,
-0.028187096118927002,
-0.018733926117420197,
-0.010686893947422504,
-0.01367578748613596,
0.09595271199941635,
-0.06856217980384827,
-0.05412950739264488,
0.0124427555128932,
0.05118779093027115,
-0.08404334634542465,
0.028185665607452393,
0.03760206699371338,
-0.05606282129883766,
-0.02789032831788063,
-0.04878418520092964,
-0.012054717168211937,
0.008380808867514133,
0.020642468705773354,
0.15480810403823853,
-0.04984793812036514,
-0.059558477252721786,
0.01490148063749075,
-0.021211231127381325,
0.01350106205791235,
-0.0016686342423781753,
-0.024049513041973114,
0.021931834518909454,
0.009409959428012371,
-0.030326882377266884,
-0.08117644488811493,
0.009411817416548729,
-0.032801419496536255,
-0.047913506627082825,
-0.013967936858534813,
0.02418340928852558,
-0.046038102358579636,
-0.07842593640089035,
-0.04236949607729912,
-0.02713148109614849,
-0.02390895038843155,
0.012936844490468502,
0.07044948637485504,
-0.06881584972143173,
0.05175402760505676,
-0.03127047047019005,
-0.00725411856546998,
0.05312465503811836,
0.012473910115659237,
-0.006506988778710365,
-0.005301360972225666,
0.01682828925549984,
0.0638488158583641,
-0.07109468430280685,
-2.1142641415394792e-8,
-0.05055515840649605,
-0.0757981687784195,
0.009668244980275631,
0.04209049418568611,
0.06798867136240005,
-0.04099129140377045,
0.011915767565369606,
-0.046596139669418335,
0.0237178485840559,
-0.019779013469815254,
0.03541985899209976,
-0.005418368149548769,
-0.05939928814768791,
-0.015736589208245277,
0.13519884645938873,
-0.023254992440342903,
0.027790099382400513,
-0.03477895259857178,
-0.03558214008808136,
0.002032277639955282,
-0.036427389830350876,
0.011698149144649506,
-0.03117770329117775,
-0.055406372994184494,
-0.0036703692749142647,
0.0451112799346447,
0.003262595273554325,
0.013074375689029694,
0.04500952735543251,
0.07926353067159653,
-0.012762392871081829,
0.023604076355695724,
0.03102063573896885,
0.05399072542786598,
-0.04506579786539078,
0.09243603050708771,
-0.02827049233019352,
0.08152540028095245,
0.02427605167031288,
-0.09348603338003159,
0.016101021319627762,
-0.07283798605203629,
-0.032771818339824677,
0.062472619116306305,
0.0031990320421755314,
0.007325314451009035,
0.015508572570979595,
-0.0027711044531315565,
0.07496120780706406,
-0.06336693465709686,
0.018484817817807198,
0.032790131866931915,
0.03228708729147911,
-0.03993566334247589,
0.08012675493955612,
0.00792002584785223,
0.022502807900309563,
-0.060250669717788696,
0.034431204199790955,
0.029846537858247757,
0.042048439383506775,
-0.00791268702596426,
0.013162625022232533,
0.01800340786576271
] | p | So there are different modes which optimum itself calls out. | [
"blog",
"blog/fast-embed-models"
] | 16,015 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(40) | [
-0.052499543875455856,
0.03141357749700546,
0.06325443089008331,
0.05962232127785683,
-0.05097699537873268,
-0.038336656987667084,
-0.08575547486543655,
0.07729819416999817,
-0.05283340439200401,
0.025156324729323387,
-0.008658199571073055,
0.14614716172218323,
-0.0027358916122466326,
0.050054535269737244,
0.023656386882066727,
-0.015370741486549377,
-0.021062320098280907,
-0.025828197598457336,
0.0060979025438427925,
0.05913109704852104,
-0.025030124932527542,
0.05216143652796745,
0.06128228083252907,
-0.05582590773701668,
0.021907217800617218,
0.0036500575952231884,
-0.017342999577522278,
-0.05855415388941765,
-0.03437288850545883,
-0.008715592324733734,
-0.03295593336224556,
0.013993882574141026,
0.005976391956210136,
-0.007987597957253456,
-0.027880167588591576,
0.05181684345006943,
0.008456047624349594,
0.006130261812359095,
0.005731270182877779,
-0.0027787627186626196,
0.022360078990459442,
-0.07042279094457626,
0.01557164452970028,
0.03137507662177086,
0.0166556928306818,
-0.009665405377745628,
-0.04656766355037689,
-0.024916382506489754,
0.030845310539007187,
0.016050010919570923,
-0.05009075999259949,
-0.09953318536281586,
0.08256427198648453,
0.07534362375736237,
-0.009369105100631714,
-0.022259661927819252,
-0.07026581466197968,
-0.004387709777802229,
-0.0637054592370987,
-0.01403404027223587,
-0.0023505359422415495,
0.0527004636824131,
-0.05165267363190651,
0.07686137408018112,
0.08401893824338913,
0.06663678586483002,
0.007481319829821587,
0.09138578921556473,
0.054893847554922104,
-0.05854341387748718,
-0.0407809317111969,
-0.019114473834633827,
0.048119913786649704,
0.0752393826842308,
-0.02108008787035942,
-0.05461674556136131,
0.03532133623957634,
0.0263736043125391,
0.03831314295530319,
0.04594830796122551,
0.02571203000843525,
0.1289491206407547,
-0.022925591096282005,
-0.013927948661148548,
-0.07284320890903473,
-0.022125449031591415,
-0.0004603164561558515,
0.038030218333005905,
-0.06993846595287323,
-0.030323462560772896,
0.04864383488893509,
-0.028660861775279045,
0.0016568797873333097,
-0.03601956367492676,
-0.026216251775622368,
-0.01444028876721859,
-0.021829085424542427,
-0.01602398231625557,
0.018870394676923752,
-0.03134850785136223,
-0.038289669901132584,
-0.04163214564323425,
0.0741226002573967,
-0.0314677469432354,
-0.0584285669028759,
0.05169230327010155,
-0.0779908075928688,
-0.04573267325758934,
-0.03899931535124779,
-0.06402967125177383,
-0.03269809111952782,
0.04963534325361252,
-0.04004429653286934,
-0.005470358766615391,
0.031616125255823135,
0.03562069684267044,
0.02570863626897335,
0.026917714625597,
0.15787741541862488,
0.01984901912510395,
-0.005353033542633057,
0.0004620160034392029,
0.024525152519345284,
-0.0916077271103859,
0.0019209114834666252,
-0.10708579421043396,
-0.015253853052854538,
-4.86322290212732e-33,
0.03740408271551132,
0.014727720990777016,
0.04436568543314934,
0.07665889710187912,
-0.02528921701014042,
0.035246483981609344,
-0.03254733234643936,
-0.025708328932523727,
-0.03706783801317215,
-0.005240056663751602,
0.020960964262485504,
0.06635811924934387,
0.04318467527627945,
0.07091935724020004,
-0.08366479724645615,
-0.06966132670640945,
-0.07812584936618805,
0.08126911520957947,
0.02832089550793171,
0.047836996614933014,
0.031635116785764694,
-0.0162805188447237,
-0.04954977706074715,
0.08825886994600296,
0.034805864095687866,
0.05647999048233032,
0.0024469296913594007,
-0.11449325829744339,
0.12337126582860947,
0.012203969992697239,
-0.052435655146837234,
0.013800114393234253,
-0.03269364312291145,
-0.14273367822170258,
-0.04386976733803749,
0.1173681989312172,
-0.03530038520693779,
-0.0913817510008812,
-0.02059304155409336,
0.04739158973097801,
0.009188495576381683,
0.07433325052261353,
-0.014517176896333694,
-0.04443229362368584,
-0.0334014967083931,
0.002223693998530507,
0.057989317923784256,
-0.03645022213459015,
-0.048410478979349136,
-0.03763937950134277,
-0.05116648226976395,
-0.009363342076539993,
-0.04285985976457596,
-0.09818386286497116,
-0.01692594401538372,
-0.0008965633460320532,
-0.022486913949251175,
-0.0636947974562645,
0.05557955428957939,
0.003991773817688227,
0.042776357382535934,
0.0442039892077446,
-0.02663944661617279,
-0.03435732424259186,
-0.13801223039627075,
-0.018396103754639626,
-0.030200371518731117,
-0.02805217355489731,
-0.015425524674355984,
-0.02958371303975582,
-0.06217420846223831,
-0.006512623745948076,
0.04055531695485115,
-0.03343985229730606,
-0.003659027861431241,
0.024455979466438293,
-0.013641218654811382,
-0.04882402345538139,
-0.006127370521426201,
-0.02680804766714573,
0.023501625284552574,
0.010238573886454105,
0.03767385333776474,
0.09914254397153854,
0.0764184296131134,
0.06529896706342697,
-0.044178951531648636,
-0.024944016709923744,
-0.015412593260407448,
-0.02295920066535473,
0.08180821686983109,
0.0011737918248400092,
0.017147032544016838,
-0.016478514298796654,
-0.03901008889079094,
-3.05604837655786e-34,
-0.07070745527744293,
-0.030417419970035553,
-0.02156427688896656,
0.01594945788383484,
0.022689396515488625,
0.022258058190345764,
0.01253014337271452,
0.1410326212644577,
0.03737733140587807,
-0.011033306829631329,
-0.006614323705434799,
0.03453690558671951,
-0.006985993590205908,
-0.001296119182370603,
-0.10224426537752151,
-0.0595753937959671,
-0.046188242733478546,
-0.024274535477161407,
-0.03702092543244362,
-0.0061205229721963406,
-0.0028004837222397327,
0.11607033014297485,
0.01959441602230072,
0.07681333273649216,
0.09027876704931259,
0.040128666907548904,
-0.020665466785430908,
-0.02059307135641575,
-0.008072098717093468,
-0.01092495210468769,
-0.021045386791229248,
0.0653463751077652,
-0.13718001544475555,
-0.05301639810204506,
0.007024922873824835,
-0.05370048061013222,
0.030085120350122452,
0.006779734510928392,
0.01905236393213272,
-0.047437287867069244,
0.08806757628917694,
-0.010983957909047604,
-0.020946480333805084,
0.019587425515055656,
-0.03505967557430267,
-0.03230110555887222,
0.08064989745616913,
0.03137416020035744,
0.0034280784893780947,
0.02905447594821453,
-0.03220907971262932,
-0.017879942432045937,
0.035460129380226135,
-0.06442736089229584,
-0.0003019196738023311,
-0.10055074095726013,
0.0334165021777153,
-0.10631813853979111,
-0.029907746240496635,
0.024898385629057884,
-0.08795344084501266,
0.04455502703785896,
-0.01589265838265419,
0.04130358248949051,
0.0363764762878418,
-0.06319570541381836,
-0.05497894063591957,
0.05516728386282921,
-0.0577545128762722,
0.03219331055879593,
0.07432057708501816,
-0.05215620994567871,
-0.03923121094703674,
0.01623625122010708,
0.08863961696624756,
-0.049248285591602325,
0.08948759734630585,
-0.09248480945825577,
0.007597011048346758,
0.028683776035904884,
0.06863978505134583,
-0.10244686156511307,
0.08668568730354309,
0.03808321803808212,
0.03225013613700867,
0.005920107010751963,
-0.04658036679029465,
-0.06786362826824188,
-0.05713886767625809,
-0.0102317463606596,
-0.13043752312660217,
-0.0246055256575346,
-0.03923528268933296,
-0.06221709027886391,
0.0647445097565651,
-3.052467079101007e-8,
0.006677824538201094,
0.001422097091563046,
0.030657920986413956,
0.033651601523160934,
-0.08471404761075974,
-0.048719268292188644,
0.0543166920542717,
0.11715193092823029,
-0.0031110288109630346,
0.04706785827875137,
-0.01947939768433571,
0.08567606657743454,
-0.0017887016292661428,
-0.035123273730278015,
0.05163851007819176,
0.019918270409107208,
0.054316285997629166,
0.06057589873671532,
-0.07937899976968765,
-0.036750275641679764,
-0.02042321115732193,
0.012800177559256554,
0.03389919549226761,
-0.0562194399535656,
-0.006883399561047554,
0.08825047314167023,
0.0457497164607048,
0.005080911330878735,
-0.01816760003566742,
-0.056709956377744675,
-0.011552868410944939,
-0.018533654510974884,
-0.009494769386947155,
0.05537404492497444,
-0.0007569479639641941,
-0.08237078040838242,
-0.00721008563414216,
0.0328868143260479,
-0.0223904587328434,
-0.053630683571100235,
-0.0607370026409626,
0.03535066917538643,
0.01991255022585392,
0.03314707428216934,
-0.02671135403215885,
-0.0761537179350853,
-0.03699056804180145,
-0.0232048612087965,
-0.010595237836241722,
0.05343906953930855,
0.061301201581954956,
0.014100114814937115,
0.08224931359291077,
-0.01200101152062416,
-0.04300802946090698,
0.06369438767433167,
0.03763759136199951,
0.009907254949212074,
0.002500938018783927,
-0.0436292327940464,
0.04063950106501579,
-0.04589353874325752,
0.036718133836984634,
0.08016793429851532
] | p | And if there are folks interested in that, happy to share docs and details around that. | [
"blog",
"blog/fast-embed-models"
] | 16,016 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(40) | [
-0.013669437728822231,
-0.009471256285905838,
0.03102961555123329,
0.010926553048193455,
0.06807872653007507,
-0.009927317500114441,
0.056902043521404266,
0.00886290892958641,
-0.027210861444473267,
-0.10359319299459457,
-0.023082247003912926,
-0.021427318453788757,
0.034538134932518005,
0.03326563164591789,
-0.034576356410980225,
-0.06108677759766579,
0.037269819527864456,
-0.09691480547189713,
-0.037705183029174805,
0.0009724994888529181,
-0.0052126385271549225,
0.039147332310676575,
0.0152706578373909,
-0.02995222620666027,
0.06795495748519897,
-0.049677636474370956,
0.025267895311117172,
0.04947729408740997,
-0.014824255369603634,
-0.020089419558644295,
-0.028263282030820847,
0.04939787834882736,
0.001968100666999817,
0.04219827428460121,
-0.020711900666356087,
-0.02908184938132763,
-0.04519885033369064,
0.03769126534461975,
0.04251612722873688,
-0.0255429707467556,
0.028661908581852913,
0.04882197082042694,
0.017797674983739853,
0.03815091773867607,
-0.0180387981235981,
0.0071800886653363705,
-0.017300570383667946,
-0.011824497953057289,
-0.0007180085522122681,
-0.03603333234786987,
0.03716279938817024,
-0.02501021698117256,
0.014234610833227634,
-0.04954846203327179,
0.10193077474832535,
0.016556259244680405,
-0.02269555628299713,
0.04957318678498268,
0.04054262489080429,
0.012691512703895569,
-0.021960992366075516,
-0.04353921115398407,
-0.08136226236820221,
0.06594568490982056,
0.028865043073892593,
0.0298406220972538,
0.008130401372909546,
0.00044120688107796013,
0.031251586973667145,
0.038013797253370285,
0.05783816799521446,
0.04605919122695923,
0.07279706001281738,
0.03852332755923271,
-0.034930068999528885,
0.00930511299520731,
-0.03247963637113571,
-0.05012116581201553,
0.02774515189230442,
0.022462792694568634,
0.0920649990439415,
-0.061966728419065475,
-0.09481419622898102,
0.015218219719827175,
0.06842956691980362,
-0.05222710967063904,
0.03797263652086258,
-0.045919422060251236,
0.09969932585954666,
0.010594108141958714,
-0.04286148026585579,
-0.10207336395978928,
0.06834198534488678,
0.017136480659246445,
0.02593209780752659,
-0.05749130621552467,
0.00024735514307394624,
-0.024276988580822945,
-0.07535415887832642,
0.01830238103866577,
-0.028657453134655952,
0.07361793518066406,
0.00360648101195693,
0.017982205376029015,
-0.009844262152910233,
-0.03959585726261139,
-0.061718668788671494,
0.016656234860420227,
-0.07429438084363937,
-0.10142406821250916,
-0.11930827051401138,
0.03421691060066223,
-0.008256462402641773,
-0.00031298701651394367,
0.03124433197081089,
0.09313243627548218,
-0.03979707509279251,
0.07703790813684464,
0.0649065375328064,
-0.00746943661943078,
0.12245900183916092,
0.016270242631435394,
0.01815505512058735,
0.09854044020175934,
-0.04399803280830383,
-0.06297262012958527,
-0.01226032804697752,
-7.075632574753456e-33,
0.058686722069978714,
-0.03430577367544174,
0.04508799687027931,
0.009532192721962929,
0.052895091474056244,
-0.01443818025290966,
-0.0632701963186264,
-0.01384659018367529,
-0.031677793711423874,
0.03773483261466026,
0.023897498846054077,
-0.043265581130981445,
-0.05439428240060806,
0.00644315592944622,
0.08266568928956985,
-0.04368587210774422,
-0.12335251271724701,
0.04722290858626366,
-0.008069755509495735,
-0.009146710857748985,
0.02664577029645443,
-0.0006685235421173275,
0.03287839516997337,
-0.03964756056666374,
0.031040046364068985,
0.04981956630945206,
0.04624667018651962,
-0.013985848054289818,
0.03016800247132778,
0.04682322219014168,
0.04725312441587448,
0.08415906876325607,
-0.028446532785892487,
-0.015296036377549171,
-0.019955100491642952,
0.03290807828307152,
0.11811148375272751,
0.029162978753447533,
-0.06830021739006042,
0.09723666310310364,
-0.08177974075078964,
0.021915987133979797,
-0.05739937350153923,
-0.016743134707212448,
-0.03298040106892586,
0.030348235741257668,
0.07695749402046204,
-0.10859302431344986,
-0.0509272962808609,
-0.01146944984793663,
-0.002584642032161355,
-0.004554887767881155,
0.04277477040886879,
-0.08464726060628891,
-0.040784142911434174,
-0.003096642205491662,
-0.005360428709536791,
-0.025585293769836426,
0.05153779312968254,
-0.008888140320777893,
0.06903490424156189,
-0.020686905831098557,
0.038704339414834976,
0.008963984437286854,
-0.026437820866703987,
-0.04446544125676155,
-0.019941922277212143,
-0.07437780499458313,
0.03122788481414318,
0.06704733520746231,
-0.0059812902472913265,
-0.027713622897863388,
-0.09755723178386688,
0.08203163743019104,
-0.017695868387818336,
0.07440226525068283,
0.05525902286171913,
0.007656856440007687,
0.004071339964866638,
0.029212897643446922,
-0.0127449044957757,
-0.00830544251948595,
0.016837172210216522,
-0.04165053740143776,
-0.049736473709344864,
-0.010042467154562473,
0.09848980605602264,
-0.04304217919707298,
-0.12975631654262543,
-0.09040849655866623,
-0.021698007360100746,
0.047749944031238556,
-0.012009919621050358,
-0.02674775943160057,
-0.026207713410258293,
2.6437966302527296e-33,
-0.09253726899623871,
-0.03584139049053192,
0.006805274169892073,
0.03724304586648941,
0.0005933742504566908,
-0.05137086659669876,
0.005718844477087259,
0.09753436595201492,
-0.09555055946111679,
0.042938727885484695,
0.008831030689179897,
-0.10816282033920288,
-0.02689369209110737,
0.017495019361376762,
0.12337556481361389,
0.02154349721968174,
0.02333793416619301,
-0.04775316268205643,
-0.0075482879765331745,
-0.03958338126540184,
0.038559719920158386,
0.06786899268627167,
-0.055020056664943695,
0.06522040069103241,
-0.08113718032836914,
0.04355528950691223,
-0.025391027331352234,
-0.03846757858991623,
-0.05178791284561157,
0.07978431135416031,
-0.01489704567939043,
-0.07308514416217804,
-0.08426401019096375,
-0.07890092581510544,
-0.033905766904354095,
-0.0631585344672203,
0.006406034342944622,
0.008070149458944798,
-0.0035600222181528807,
-0.040167972445487976,
0.06120701879262924,
-0.13824640214443207,
-0.08326049894094467,
0.036279115825891495,
-0.028341179713606834,
-0.013417971320450306,
0.07353523373603821,
0.06122791767120361,
-0.016206594184041023,
-0.0002179579169023782,
-0.013639620505273342,
0.03620114549994469,
-0.03248712792992592,
-0.023157184943556786,
-0.05091152340173721,
-0.04679583013057709,
0.03554889187216759,
-0.012126989662647247,
0.0017547940369695425,
0.013575549237430096,
-0.02284909598529339,
0.02514699287712574,
0.03279907628893852,
0.003425344591960311,
0.05417435243725777,
-0.04833809658885002,
-0.0599902868270874,
-0.05975063145160675,
0.10805690288543701,
0.006813724525272846,
0.07113233953714371,
-0.07817333191633224,
-0.006082926876842976,
0.03921974450349808,
-0.0260087251663208,
0.031029708683490753,
0.03288574144244194,
-0.03655068576335907,
-0.049590546637773514,
-0.038371436297893524,
-0.03720511496067047,
-0.057313114404678345,
-0.0005462310509756207,
0.06773689389228821,
0.06953363120555878,
0.04375791922211647,
-0.017970610409975052,
0.008340849541127682,
-0.006086013745516539,
-0.029048079624772072,
-0.04822533205151558,
-0.04272681102156639,
0.019261518493294716,
-0.09699589014053345,
-0.017027176916599274,
-2.939048826533508e-8,
0.020418724045157433,
0.03867559880018234,
-0.009203593246638775,
-0.021081937476992607,
-0.015973424538969994,
0.12315813452005386,
0.08055636286735535,
0.002688199281692505,
-0.004044939298182726,
0.08583502471446991,
0.054243672639131546,
-0.0014945091679692268,
0.016077425330877304,
-0.08682523667812347,
0.023705894127488136,
-0.006954042706638575,
0.015606759116053581,
-0.04895377159118652,
-0.057677943259477615,
-0.010175522416830063,
-0.029253685846924782,
0.09141424298286438,
0.010154427960515022,
-0.03531011566519737,
0.026883579790592194,
0.005754886660724878,
0.06919866055250168,
0.019817641004920006,
0.022334029898047447,
-0.0716724842786789,
0.07940594851970673,
0.001666933298110962,
0.02231951802968979,
0.08793721348047256,
0.02340616285800934,
0.035228095948696136,
-0.030047690495848656,
-0.05694008246064186,
0.010023707523941994,
-0.1396937072277069,
-0.057492852210998535,
-0.04914473369717598,
0.07267080992460251,
0.1286167949438095,
0.07821092009544373,
0.0411207340657711,
-0.05411916598677635,
-0.050084155052900314,
0.01769883558154106,
0.018914129585027695,
0.007046029902994633,
0.04704175144433975,
-0.09010176360607147,
0.025769419968128204,
0.11348981410264969,
-0.016445863991975784,
0.003044665092602372,
0.06018764153122902,
0.010694356635212898,
0.01200096309185028,
-0.005413651932030916,
-0.01116561982780695,
0.15290530025959015,
0.030824439600110054
] | p | Yeah, that’s about it. | [
"blog",
"blog/fast-embed-models"
] | 16,017 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(40) | [
-0.018315427005290985,
-0.03454389050602913,
-0.004199366085231304,
0.05617304891347885,
-0.003063593525439501,
-0.01478234026581049,
0.048238299787044525,
-0.03939633071422577,
0.02011070027947426,
-0.05258860066533089,
0.05331825837492943,
0.031270645558834076,
-0.04425009712576866,
-0.039475779980421066,
0.0800568088889122,
0.022309595718979836,
0.02270461991429329,
0.0762363001704216,
-0.08533937484025955,
0.031937021762132645,
0.044807590544223785,
-0.04082471877336502,
0.019341595470905304,
0.02625887468457222,
0.01291626039892435,
0.040882956236600876,
-0.10658308863639832,
0.019228646531701088,
0.048643313348293304,
-0.0985087975859642,
0.009715722873806953,
0.00018633603758644313,
-0.016034454107284546,
-0.01716598868370056,
-0.08927381783723831,
0.014554368332028389,
-0.006617318838834763,
-0.0038709845393896103,
0.04426613822579384,
0.028046607971191406,
0.050167687237262726,
-0.087452732026577,
0.03549337759613991,
0.0269274041056633,
-0.025881439447402954,
0.007499320432543755,
0.006652727257460356,
0.03497588261961937,
0.033554669469594955,
-0.04503919184207916,
-0.06909208744764328,
0.003102152142673731,
-0.05596337839961052,
0.006012472789734602,
0.06503458321094513,
0.0688401311635971,
-0.0013874915894120932,
0.09494215250015259,
0.0033896255772560835,
-0.010909630917012691,
-0.04651796072721481,
-0.020616348832845688,
0.010968555696308613,
0.03230768069624901,
0.02428356185555458,
-0.11841768026351929,
0.033311255276203156,
0.0802132859826088,
-0.020969394594430923,
0.056802477687597275,
0.00851523969322443,
0.01170343067497015,
-0.03004973754286766,
0.03027636557817459,
0.020728101953864098,
-0.06484303623437881,
0.0006578653701581061,
-0.00011145469034090638,
0.04237253963947296,
-0.022705014795064926,
-0.017291268333792686,
-0.0577528178691864,
0.018745211884379387,
-0.08834358304738998,
-0.004550958052277565,
0.01711217127740383,
0.009675581939518452,
0.03600554168224335,
-0.026370160281658173,
0.007928500883281231,
-0.011921940371394157,
-0.052204638719558716,
-0.01636645942926407,
0.005881573539227247,
-0.01767093874514103,
0.08829905837774277,
-0.10789438337087631,
-0.02697700820863247,
0.0014020547969266772,
-0.0019109029090031981,
0.017647163942456245,
0.06970620900392532,
-0.02467544749379158,
0.11245846748352051,
-0.049154531210660934,
-0.03298943489789963,
0.005262658465653658,
0.07294204831123352,
0.0465102344751358,
0.08892124891281128,
0.034902531653642654,
0.07968924194574356,
-0.0034203031100332737,
0.02441737987101078,
-0.11207472532987595,
0.04217786714434624,
-0.07285381853580475,
0.03064330853521824,
-0.005632431246340275,
0.016824278980493546,
-0.057782094925642014,
-0.059912048280239105,
-0.03382105380296707,
0.02329222671687603,
0.00881414394825697,
-0.09750265628099442,
0.01570816896855831,
-4.385148614963927e-33,
-0.037521615624427795,
-0.012292105704545975,
0.045562129467725754,
0.010212439112365246,
-0.07909639179706573,
-0.02091074548661709,
-0.10156907886266708,
-0.026624338701367378,
0.055027756839990616,
-0.06190988048911095,
-0.08549156785011292,
-0.012054543942213058,
0.005919103045016527,
0.15820294618606567,
0.015292980708181858,
-0.10125597566366196,
-0.02829180471599102,
0.05964693799614906,
0.09844223409891129,
-0.0521114356815815,
0.06308436393737793,
-0.023313885554671288,
-0.00935326237231493,
0.031162193045020103,
0.026921473443508148,
-0.030971888452768326,
0.02090523950755596,
0.0015223949449136853,
-0.09216904640197754,
0.014498318545520306,
-0.03916468843817711,
0.049895189702510834,
-0.06837043166160583,
-0.05476692318916321,
-0.024638546630740166,
0.03403088077902794,
0.012628396041691303,
-0.03107028640806675,
0.06134127080440521,
0.0748654454946518,
-0.006190459243953228,
-0.021447908133268356,
-0.057657185941934586,
-0.065090112388134,
-0.03261950612068176,
0.001096499734558165,
0.021900484338402748,
0.039927151054143906,
-0.09657587110996246,
-0.006984659004956484,
0.02262970246374607,
0.03495366498827934,
0.03403587266802788,
-0.06453223526477814,
0.007878473028540611,
0.03797507286071777,
0.03509131073951721,
-0.03177187964320183,
-0.07403068989515305,
0.10792223364114761,
-0.08127140998840332,
-0.007632347755134106,
-0.007810717914253473,
0.009030425921082497,
-0.06369583308696747,
0.01888158731162548,
-0.03686615824699402,
0.05478840693831444,
-0.0257896538823843,
0.10030487179756165,
0.01563173718750477,
-0.015594185329973698,
0.06787729263305664,
-0.036547403782606125,
0.12037976831197739,
-0.04687991738319397,
-0.014164135791361332,
-0.01287624891847372,
-0.005478438455611467,
-0.0363386869430542,
-0.048445604741573334,
0.009718832559883595,
-0.055277325212955475,
-0.02690141461789608,
0.06880725175142288,
0.09333667159080505,
-0.015533972531557083,
-0.07885463535785675,
0.09678293764591217,
-0.029457485303282738,
-0.03917529806494713,
-0.022790314629673958,
-0.042465467005968094,
0.02814178168773651,
-0.07189115136861801,
1.0004505686863791e-33,
-0.014211656525731087,
-0.0054794070310890675,
-0.01088971458375454,
0.05049747973680496,
0.07031798362731934,
0.06733788549900055,
0.04076160117983818,
-0.016875386238098145,
-0.0599699430167675,
0.07998917996883392,
-0.0025077792815864086,
-0.05173187330365181,
-0.118956059217453,
-0.0638808161020279,
0.01953902095556259,
-0.06475712358951569,
0.03934188559651375,
0.01862487569451332,
-0.007089985068887472,
-0.04127345606684685,
0.02893717586994171,
0.050700049847364426,
0.011129718273878098,
0.05529865249991417,
-0.006531148683279753,
-0.011035509407520294,
-0.09010471403598785,
0.044462136924266815,
-0.03209465742111206,
0.06846216320991516,
-0.02539227157831192,
0.04176625981926918,
-0.07329656183719635,
-0.10700813680887222,
-0.042406387627124786,
0.08643002808094025,
0.024849940091371536,
0.006873852573335171,
-0.040456317365169525,
-0.018553130328655243,
-0.028952084481716156,
0.008694087155163288,
0.08020320534706116,
0.0071515534073114395,
-0.012958001345396042,
-0.06108412519097328,
0.06826495379209518,
-0.026612747460603714,
-0.1164763793349266,
0.06166970357298851,
0.13177524507045746,
-0.033948056399822235,
-0.0981224998831749,
0.023468155413866043,
-0.043557778000831604,
0.03104090876877308,
0.005251985974609852,
-0.06786013394594193,
0.023657390847802162,
-0.02831960655748844,
-0.0429096519947052,
0.018766015768051147,
-0.09061554819345474,
0.02619967609643936,
0.0052106501534581184,
-0.04561929404735565,
-0.008253172971308231,
-0.05100216343998909,
-0.0073015508241951466,
0.010743358172476292,
0.04230860248208046,
-0.016655778512358665,
0.014850471168756485,
0.012838662602007389,
-0.08069833368062973,
-0.04885686933994293,
0.06251369416713715,
-0.008897749707102776,
-0.0259088147431612,
0.030064551159739494,
-0.00367747968994081,
-0.027229342609643936,
0.04772064834833145,
-0.008886665105819702,
-0.1369248926639557,
-0.01255738828331232,
-0.07374171167612076,
-0.007680326700210571,
0.035081829875707626,
-0.03740914911031723,
-0.054492171853780746,
-0.01601697877049446,
0.01959267072379589,
0.0348144993185997,
-0.007695883046835661,
-2.5566151862221886e-8,
-0.02538500353693962,
-0.03893224522471428,
0.03445778042078018,
0.05537078157067299,
0.03909870609641075,
0.06229328364133835,
-0.024534618481993675,
0.12352901697158813,
0.010985476896166801,
-0.10351944714784622,
0.028363358229398727,
0.09216728061437607,
0.08731349557638168,
0.03638092800974846,
0.08912023156881332,
0.009089529514312744,
0.015412189066410065,
-0.0007185668800957501,
-0.021486004814505577,
-0.06283637136220932,
0.05346698313951492,
0.0015505127375945449,
0.07003897428512573,
0.08836272358894348,
0.0018168690148741007,
-0.020685376599431038,
0.015190737321972847,
0.0585048571228981,
0.05251441150903702,
-0.02128724567592144,
-0.006890106946229935,
-0.04288826882839203,
0.008891805075109005,
0.049779199063777924,
0.060450565069913864,
0.022703664377331734,
0.008204973302781582,
0.07045277953147888,
-0.004761398769915104,
0.09398097544908524,
-0.06569580733776093,
-0.05509689077734947,
0.05763489753007889,
0.09811238199472427,
-0.04190494120121002,
-0.04540270194411278,
-0.15100915729999542,
0.01928696222603321,
-0.009784189984202385,
-0.06191898137331009,
0.04343153536319733,
0.020640414208173752,
-0.0018321279203519225,
0.001851484295912087,
-0.008023086935281754,
0.031105825677514076,
-0.09849265217781067,
-0.0544423945248127,
-0.03445705398917198,
-0.0025938318576663733,
0.030490105971693993,
-0.0550885945558548,
0.06253131479024887,
-0.01833709143102169
] | p | Those are the two things which we do from which we get bulk of these speed gains. | [
"blog",
"blog/fast-embed-models"
] | 16,018 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(40) | [
0.047685861587524414,
0.003815228585153818,
-0.0391959510743618,
0.0553317628800869,
-0.0015448885969817638,
0.0525234192609787,
0.11407357454299927,
-0.003988680429756641,
-0.02045593224465847,
0.021325724199414253,
0.05196771398186684,
0.05031314119696617,
-0.011662881821393967,
-0.015282552689313889,
0.0839703232049942,
-0.010801976546645164,
-0.02241530455648899,
-0.08553948253393173,
-0.06492909789085388,
0.05280254781246185,
-0.04113073647022247,
0.04823732376098633,
-0.03207988291978836,
-0.013860593549907207,
0.013408249244093895,
0.0073567721992731094,
0.04002247378230095,
0.028699427843093872,
0.005846537183970213,
0.05905710533261299,
-0.013917885720729828,
-0.0010177850490435958,
-0.02089243195950985,
-0.026311036199331284,
0.0735945776104927,
0.02815859019756317,
-0.03504753112792969,
0.01674598455429077,
0.006578851956874132,
0.032543547451496124,
0.016773363575339317,
-0.04432634264230728,
0.033539220690727234,
0.03259800747036934,
0.021533561870455742,
-0.09255046397447586,
-0.0239615086466074,
-0.04545632004737854,
0.010156625881791115,
-0.044351253658533096,
-0.04501769691705704,
-0.07769660651683807,
-0.09188352525234222,
0.02726600132882595,
0.012308153323829174,
0.05546175315976143,
-0.0801631435751915,
0.033349234610795975,
-0.04364924505352974,
0.1480691283941269,
-0.047145385295152664,
0.01171775534749031,
-0.06886185705661774,
0.061030223965644836,
0.06367973983287811,
-0.007400537375360727,
-0.09138399362564087,
0.014326965436339378,
-0.09712961316108704,
-0.09967636317014694,
0.028970690444111824,
0.0413910374045372,
-0.0009015716495923698,
0.03961806371808052,
-0.08629932999610901,
0.07569292187690735,
-0.02197742648422718,
0.010110567323863506,
0.0263360608369112,
0.010547746904194355,
0.059078045189380646,
0.012509285472333431,
-0.06387580186128616,
0.004050147719681263,
0.00028076322632841766,
-0.01759169064462185,
-0.008080054074525833,
-0.04074842482805252,
0.06506983190774918,
0.03704088181257248,
-0.07533230632543564,
-0.0749712586402893,
0.0027565399650484324,
0.060086049139499664,
0.04394872486591339,
-0.05753016471862793,
-0.022639935836195946,
0.07039730995893478,
0.014753543771803379,
0.04529052600264549,
0.016643483191728592,
-0.01464074570685625,
0.006843489594757557,
0.1004066988825798,
0.014539149589836597,
-0.020134450867772102,
0.03111632727086544,
0.05900377407670021,
-0.0061787706799805164,
0.003630972234532237,
-0.03417880833148956,
-0.05512029677629471,
0.00721169775351882,
0.0022514252923429012,
-0.009729280136525631,
-0.034208353608846664,
-0.022202128544449806,
0.0941125676035881,
0.029861798509955406,
-0.012876857072114944,
-0.027096621692180634,
0.06353815644979477,
-0.042397335171699524,
0.0064550284296274185,
-0.08805172890424728,
-0.061206281185150146,
-0.01227826252579689,
-5.887553454879662e-33,
-0.06877565383911133,
0.010911917313933372,
0.06788469851016998,
-0.012736228294670582,
0.002107172505930066,
-0.017573755234479904,
-0.06978806853294373,
0.043604567646980286,
-0.039514582604169846,
-0.029036076739430428,
0.04850055277347565,
-0.04089510068297386,
-0.022968199104070663,
0.03887786343693733,
-0.012422192841768265,
0.08992209285497665,
-0.04777360334992409,
0.1484266221523285,
-0.03443212807178497,
-0.03262195736169815,
0.012883457355201244,
0.050375599414110184,
-0.032773952931165695,
0.016356777399778366,
-0.0006086669745855033,
0.025511501356959343,
0.05076523870229721,
-0.009820811450481415,
0.010128689929842949,
0.015644751489162445,
0.01183672621846199,
0.0037591999862343073,
0.04822979122400284,
0.023622117936611176,
0.0424516499042511,
0.07250691950321198,
0.03830549865961075,
-0.09172704815864563,
-0.06436163932085037,
-0.026949044317007065,
0.010337719693779945,
-0.0005909569445066154,
-0.019345548003911972,
-0.023501649498939514,
0.010613711550831795,
-0.07972215861082077,
0.04016157239675522,
-0.030688144266605377,
-0.08452458679676056,
0.00025850028032436967,
-0.01848294399678707,
0.02869732864201069,
0.03064143657684326,
0.0035138544626533985,
-0.08629792928695679,
-0.05203552171587944,
-0.01517439540475607,
0.08218282461166382,
-0.0476018488407135,
0.09165520966053009,
-0.03908282890915871,
0.0718049556016922,
0.0007017286261543632,
-0.043129369616508484,
-0.0001960568770300597,
-0.010160638019442558,
0.02860887534916401,
-0.049291547387838364,
-0.026266397908329964,
0.0035503513645380735,
0.019578302279114723,
-0.015506911091506481,
0.03165901452302933,
-0.03458201512694359,
-0.04620363190770149,
0.053038038313388824,
0.02352193184196949,
0.01789110340178013,
0.09872400760650635,
-0.10019972175359726,
-0.012101740576326847,
-0.074884794652462,
-0.0820661261677742,
0.034886300563812256,
-0.09954959154129028,
-0.03701923415064812,
0.04149163141846657,
0.033108215779066086,
0.1021137535572052,
0.004098887089639902,
-0.0823575034737587,
-0.008245505392551422,
0.04792214557528496,
-0.026948899030685425,
-0.013465629890561104,
3.262406042502728e-33,
-0.06396780163049698,
-0.05584125965833664,
-0.00813481118530035,
0.04135877639055252,
0.06836185604333878,
-0.03584390506148338,
0.03446631878614426,
-0.005432600155472755,
0.011198397725820541,
0.0436660572886467,
0.14193254709243774,
-0.034792084246873856,
0.10179973393678665,
0.07021592557430267,
0.10564275085926056,
-0.023606492206454277,
-0.07388570159673691,
-0.017008056864142418,
-0.008335248567163944,
-0.018808769062161446,
-0.057735882699489594,
0.09453318268060684,
0.031013673171401024,
0.021287722513079643,
0.024173445999622345,
0.08426214009523392,
0.0454409196972847,
-0.028943639248609543,
-0.03398282080888748,
-0.053279727697372437,
-0.009610635228455067,
-0.10444620996713638,
-0.12994709610939026,
0.037516262382268906,
-0.03482695296406746,
0.023645509034395218,
-0.028248673304915428,
-0.04884697124361992,
0.0024323235265910625,
-0.020576169714331627,
-0.026429876685142517,
-0.03198501467704773,
-0.0820809081196785,
0.046644728630781174,
-0.060436174273490906,
-0.0034514721482992172,
0.004190150182694197,
0.019840365275740623,
0.13859252631664276,
-0.030520910397171974,
-0.03270053490996361,
-0.05689544230699539,
0.03250386193394661,
-0.06336069852113724,
-0.08041319996118546,
0.10560204088687897,
0.06550876051187515,
0.04294750466942787,
0.03658708930015564,
0.003699085209518671,
0.055578410625457764,
-0.050869476050138474,
0.0011999807320535183,
-0.0434068888425827,
0.077802374958992,
-0.04336868226528168,
-0.05101111903786659,
0.010049918666481972,
-0.020169101655483246,
-0.023819563910365105,
-0.01362606231123209,
0.018939990550279617,
0.004279144108295441,
0.0169785488396883,
-0.059451621025800705,
-0.012577643617987633,
0.020891601219773293,
-0.07679693400859833,
-0.004721295088529587,
-0.04691904038190842,
0.10306532680988312,
-0.0517287515103817,
-0.012439553625881672,
0.009037231095135212,
0.052102476358413696,
-0.07063878327608109,
-0.03782825544476509,
-0.0014792416477575898,
0.023688998073339462,
0.11996918171644211,
-0.0992918461561203,
-0.008125834167003632,
-0.009988918900489807,
-0.07349076122045517,
-0.008620066568255424,
-3.0262643946343815e-8,
-0.004856564570218325,
0.04167333245277405,
0.05397410690784454,
0.11903227865695953,
0.13424396514892578,
0.021444931626319885,
0.050626061856746674,
0.05953991785645485,
-0.010509089566767216,
-0.05749014765024185,
0.020362697541713715,
0.030759628862142563,
-0.045512884855270386,
0.04927394911646843,
-0.017858074977993965,
0.011738572269678116,
0.04136297106742859,
-0.07143448293209076,
0.030838921666145325,
-0.05222253501415253,
-0.002246217569336295,
0.08526807278394699,
0.06102873384952545,
0.06127090007066727,
-0.06825264543294907,
0.06247393414378166,
-0.07177971303462982,
0.04351253807544708,
-0.014446462504565716,
0.007336562965065241,
0.1020122542977333,
0.0028142656665295362,
-0.04226381331682205,
0.05762717127799988,
-0.02882951684296131,
0.04198446124792099,
-0.016105443239212036,
-0.017107047140598297,
0.019683504477143288,
0.0025940423365682364,
-0.02693546935915947,
-0.07013057172298431,
0.018079066649079323,
0.0858953595161438,
-0.06330646574497223,
-0.033351533114910126,
-0.003146956441923976,
0.008455459959805012,
-0.06644965708255768,
-0.08631647378206253,
-0.07942747324705124,
-0.02783251740038395,
0.00369797321036458,
-0.037602636963129044,
0.07116273045539856,
-0.039109524339437485,
-0.02686499059200287,
0.04957292601466179,
-0.09158136695623398,
0.01914290338754654,
0.10004344582557678,
-0.02112209051847458,
0.019947195425629616,
0.03814685344696045
] | p | And I think this goes back to the question which you opened with. | [
"blog",
"blog/fast-embed-models"
] | 16,019 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(40) | [
-0.028948569670319557,
-0.15660947561264038,
-0.0010176991345360875,
-0.11886251717805862,
0.07776603102684021,
-0.047985393553972244,
-0.08942115306854248,
-0.018502939492464066,
-0.00682044355198741,
-0.017397940158843994,
-0.038557618856430054,
-0.0107722831889987,
-0.040761664509773254,
0.09951874613761902,
0.1364825963973999,
-0.044075317680835724,
-0.061136942356824875,
0.04467904940247536,
-0.04790937155485153,
0.10038318485021591,
0.011829582042992115,
-0.03485415503382683,
0.06127572059631348,
-0.09946382790803909,
0.010926363989710808,
0.0012018511770293117,
-0.012828073464334011,
-0.031679417937994,
0.04907318577170372,
-0.04814748838543892,
0.011304570361971855,
0.05323240906000137,
0.010884483344852924,
0.029314586892724037,
-0.010795495472848415,
0.03755173087120056,
-0.02623404562473297,
-0.022101227194070816,
-0.08565136045217514,
-0.02380998432636261,
-0.07135450094938278,
0.04619845375418663,
-0.04443732649087906,
-0.02218150533735752,
-0.024661362171173096,
-0.03923505172133446,
-0.056811533868312836,
-0.06417383253574371,
-0.0023760125041007996,
0.005005363374948502,
-0.04919363930821419,
-0.06885446608066559,
0.05925467610359192,
0.050069600343704224,
0.018352631479501724,
-0.061846423894166946,
0.009816443547606468,
-0.049811672419309616,
0.019225051626563072,
-0.009886536747217178,
-0.0154524315148592,
0.02869233302772045,
-0.03406013548374176,
0.043632034212350845,
0.134988933801651,
0.02748085930943489,
0.029307926073670387,
-0.05169736593961716,
0.022388502955436707,
-0.08305737376213074,
-0.09469184279441833,
-0.02792549878358841,
0.09607427567243576,
0.02901281788945198,
-0.03989410400390625,
0.0011046441504731774,
0.0007105405675247312,
-0.03228921443223953,
0.01884341612458229,
-0.11252551525831223,
0.10595134645700455,
-0.010394299402832985,
0.015105116181075573,
-0.06032245233654976,
0.0756436362862587,
0.044444430619478226,
-0.10551758110523224,
0.06066994369029999,
-0.06581342220306396,
0.02758067101240158,
-0.055488888174295425,
0.02549108676612377,
0.06568644940853119,
0.020291803404688835,
-0.0837571918964386,
-0.018521182239055634,
0.03455080837011337,
-0.01627356931567192,
-0.004602721892297268,
0.0222887322306633,
-0.010908884927630424,
-0.08082647621631622,
-0.007615804672241211,
0.04669398441910744,
0.013696008361876011,
-0.10841089487075806,
0.02735000289976597,
-0.011239851824939251,
0.02746434509754181,
-0.011722509749233723,
-0.020643847063183784,
0.006963301915675402,
0.011162382550537586,
-0.015446956269443035,
0.018727416172623634,
-0.01765444502234459,
0.004878101404756308,
0.018628478050231934,
0.15983934700489044,
-0.05865868180990219,
-0.03778965026140213,
-0.052159328013658524,
-0.008601863868534565,
-0.0025516159366816282,
0.1210593655705452,
-0.08155419677495956,
-0.052003856748342514,
-3.931298694977088e-33,
0.025989947840571404,
0.018227551132440567,
0.039198581129312515,
0.03871627897024155,
0.03268207237124443,
0.018220799043774605,
-0.06097223609685898,
-0.00553453853353858,
-0.05894876644015312,
-0.12827543914318085,
0.020113756880164146,
0.06326667219400406,
-0.03698155656456947,
0.12243964523077011,
-0.005611307919025421,
-0.013202499598264694,
-0.005424692295491695,
0.040998753160238266,
0.03843466565012932,
-0.0014300362672656775,
0.040709447115659714,
-0.035130683332681656,
-0.002361369552090764,
0.04469318687915802,
0.0005326514365151525,
0.030491402372717857,
0.06924635171890259,
-0.02605636604130268,
0.09506262838840485,
0.02247663401067257,
-0.13007284700870514,
0.0002781187940854579,
-0.07925603538751602,
-0.013870613649487495,
0.055876653641462326,
-0.03057016432285309,
-0.09682364761829376,
-0.001197640667669475,
-0.03693345561623573,
-0.00040274683851748705,
-0.01322382502257824,
-0.018384883180260658,
-0.0956789180636406,
-0.05432651937007904,
0.006205902900546789,
0.02327749691903591,
0.027921754866838455,
0.00019135263573843986,
-0.09164838492870331,
-0.07358815521001816,
0.029001038521528244,
0.07311423867940903,
-0.05981123447418213,
-0.06697260588407516,
0.09692998975515366,
0.017939286306500435,
-0.001352889696136117,
-0.02834903448820114,
0.08534213900566101,
-0.05100090056657791,
-0.06368859857320786,
0.015396630391478539,
0.012614959850907326,
0.014605672098696232,
0.011210370808839798,
0.04878784716129303,
0.041086193174123764,
0.01144735049456358,
0.03963211923837662,
0.0185848381370306,
-0.07385022938251495,
0.021471546962857246,
-0.021900691092014313,
-0.0025905801448971033,
-0.05463842675089836,
0.05409039184451103,
-0.012703536078333855,
0.02449607476592064,
0.09660778939723969,
0.0692007839679718,
-0.05145973712205887,
0.009506681933999062,
0.010309062898159027,
0.012073642574250698,
0.12061969190835953,
0.021614301949739456,
0.04502386599779129,
-0.0637800395488739,
-0.03495348244905472,
-0.032263655215501785,
-0.0171817559748888,
0.01437705010175705,
-0.07108315825462341,
-0.021190280094742775,
-0.08777058869600296,
2.0892659864599466e-33,
-0.0171583853662014,
0.005435618106275797,
-0.05597524717450142,
0.028281275182962418,
0.015428292565047741,
0.0004282658046577126,
0.01264104526489973,
-0.05065864324569702,
0.05297437682747841,
0.02246781438589096,
0.01960022933781147,
-0.024920888245105743,
-0.021518900990486145,
-0.007791574578732252,
-0.005264380946755409,
-0.016968250274658203,
0.03343271091580391,
-0.02948399819433689,
0.022956760600209236,
-0.03829030692577362,
-0.028196852654218674,
0.012593322433531284,
-0.04297209158539772,
0.09116634726524353,
-0.021117059513926506,
0.055928681045770645,
-0.08466126024723053,
-0.011897753924131393,
-0.021933306008577347,
-0.019976044073700905,
0.04344317689538002,
-0.08494079858064651,
-0.03985171020030975,
-0.07339981198310852,
0.08971115201711655,
0.0024090860970318317,
0.048382051289081573,
0.05261070653796196,
-0.07004320621490479,
0.07381769269704819,
0.07523378729820251,
-0.005944021977484226,
-0.03955230861902237,
0.044208697974681854,
-0.015365766361355782,
-0.0544915646314621,
-0.007850447669625282,
0.009823623113334179,
-0.006360985804349184,
0.023770665749907494,
0.044748757034540176,
-0.024374516680836678,
-0.003171878168359399,
-0.1665116548538208,
-0.0018195488955825567,
-0.04019709676504135,
0.046380139887332916,
-0.01025861594825983,
0.024429351091384888,
0.03489523008465767,
-0.006473155692219734,
-0.0702265202999115,
-0.03229447081685066,
-0.05326591059565544,
0.07474785298109055,
0.051873523741960526,
0.03140871226787567,
-0.03161583095788956,
-0.018238486722111702,
0.018821977078914642,
0.09293138235807419,
-0.03338530287146568,
-0.025906331837177277,
0.07290639728307724,
0.05419177934527397,
0.04403107985854149,
0.0478910431265831,
-0.034905847162008286,
0.010931900702416897,
0.0028660125099122524,
-0.006548585835844278,
-0.023996340110898018,
0.0866100937128067,
0.05121293291449547,
0.05752434581518173,
0.028045227751135826,
-0.033178217709064484,
0.013166587799787521,
0.06799425929784775,
-0.04348722845315933,
0.015882961452007294,
0.07241470366716385,
0.06734849512577057,
0.027521636337041855,
0.024257779121398926,
-1.8844065863277137e-8,
-0.010859995149075985,
0.028490740805864334,
0.06350283324718475,
-0.0359492227435112,
-0.014209608547389507,
-0.006370606366544962,
0.009047572501003742,
-0.06592275947332382,
0.06882617622613907,
0.01876198686659336,
0.05268437787890434,
-0.06122296676039696,
0.020766708999872208,
0.08766034990549088,
0.08523169904947281,
0.027627084404230118,
0.0351950079202652,
0.02247200720012188,
-0.07119043916463852,
-0.017656350508332253,
0.017135843634605408,
0.05843035504221916,
-0.006836471613496542,
0.07210336625576019,
-0.019448688253760338,
0.0029489705339074135,
-0.04111584648489952,
-0.01898905821144581,
-0.060995832085609436,
-0.05195028334856033,
-0.04971422627568245,
0.015797454863786697,
-0.03285961598157883,
0.009345469065010548,
0.02076392062008381,
-0.059506285935640335,
0.0064992643892765045,
0.002409884473308921,
-0.019919157028198242,
-0.03367878124117851,
0.019256431609392166,
0.024139663204550743,
0.00472487835213542,
0.07953694462776184,
0.054490406066179276,
-0.008629187941551208,
-0.049194078892469406,
-0.1092570349574089,
-0.024349406361579895,
-0.014436859637498856,
-0.05488754063844681,
-0.008357750251889229,
0.05024794116616249,
0.10552933812141418,
0.09773221611976624,
-0.02189134992659092,
0.06423938274383545,
0.05422858148813248,
0.07424255460500717,
0.010220722295343876,
0.07944592833518982,
-0.004804597236216068,
0.030368175357580185,
0.018757330253720284
] | p | Yes, we do want to support multimodal. | [
"blog",
"blog/fast-embed-models"
] | 16,020 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(40) | [
-0.07330169528722763,
-0.022998293861746788,
-0.06656664609909058,
-0.012626840732991695,
0.11181283742189407,
-0.005941580515354872,
-0.03682196885347366,
0.004552253056317568,
0.02230335772037506,
-0.02087284065783024,
0.02693812921643257,
0.07657746970653534,
-0.06142523139715195,
-0.013773665763437748,
-0.013636432588100433,
0.0037378594279289246,
-0.009607546962797642,
0.037450168281793594,
-0.06709635257720947,
0.004426915664225817,
0.0660732313990593,
-0.04063373804092407,
-0.0032299081794917583,
-0.05499942600727081,
0.0793650671839714,
0.013467791490256786,
-0.08386781066656113,
0.005000703036785126,
0.04745858907699585,
-0.009498192928731441,
-0.0060360245406627655,
-0.03151921555399895,
0.09892282634973526,
0.022113997489213943,
-0.00875907950103283,
0.05101430043578148,
-0.02144664339721203,
0.05305936187505722,
0.025088192895054817,
-0.06891701370477676,
-0.03596297651529312,
0.008489317260682583,
-0.004242433700710535,
-0.06703588366508484,
-0.07914181798696518,
-0.03775309771299362,
-0.05469025671482086,
-0.011492902413010597,
-0.028011195361614227,
0.09586151689291,
-0.08934267610311508,
-0.027248188853263855,
-0.06875506043434143,
-0.052612315863370895,
0.010548115707933903,
0.04904600977897644,
0.03360385447740555,
-0.05953052639961243,
0.023785781115293503,
0.025569764897227287,
0.001258790260180831,
0.01812787540256977,
-0.039619460701942444,
0.0765838623046875,
0.07172143459320068,
0.028684403747320175,
-0.05588468536734581,
0.011009948328137398,
-0.07617643475532532,
-0.054339632391929626,
-0.1323091834783554,
-0.034271374344825745,
-0.09430745989084244,
-0.01014174148440361,
-0.006949935108423233,
-0.03519539535045624,
-0.00815699715167284,
-0.00016719505947548896,
-0.11375217884778976,
-0.011013532988727093,
0.08463894575834274,
-0.01883789338171482,
0.031100351363420486,
0.0942067801952362,
0.012062505818903446,
0.06838035583496094,
0.01881825178861618,
-0.008274143561720848,
0.0019884565845131874,
0.04239495471119881,
-0.07119007408618927,
-0.007858822122216225,
0.13469721376895905,
0.040072228759527206,
-0.027985667809844017,
-0.026100900024175644,
0.003950056154280901,
0.049565140157938004,
0.05220204219222069,
0.008262558840215206,
0.016596732661128044,
0.0072731575928628445,
0.030000729486346245,
-0.044236812740564346,
-0.04914256930351257,
-0.005819212645292282,
0.026152001693844795,
-0.09041275829076767,
0.011822473257780075,
0.024721959605813026,
0.018235772848129272,
0.07398652285337448,
-0.014150391332805157,
-0.09621242433786392,
-0.005728834308683872,
-0.020029013976454735,
-0.0296655111014843,
-0.04438658431172371,
0.012379497289657593,
0.004629429895430803,
0.04009862244129181,
0.026120224967598915,
-0.052724439650774,
0.06597799807786942,
0.07372091710567474,
0.04578782245516777,
0.04467104747891426,
-1.1921961970020529e-33,
0.007702725473791361,
0.0018996377475559711,
-0.03672872856259346,
-0.034458838403224945,
0.031032565981149673,
-0.014860888943076134,
-0.017577461898326874,
-0.09179385751485825,
-0.03823118656873703,
-0.04543759673833847,
0.059420909732580185,
-0.024423986673355103,
-0.017599059268832207,
0.0452100895345211,
0.0460205003619194,
-0.024702008813619614,
0.03636318817734718,
0.07184398919343948,
-0.0027531683444976807,
0.09429623186588287,
-0.002311945427209139,
-0.10547938197851181,
-0.043761566281318665,
0.010837273672223091,
0.09819462150335312,
0.024688495323061943,
0.012794485315680504,
0.02127976343035698,
0.022409575060009956,
0.040378183126449585,
-0.04454125091433525,
-0.04017172381281853,
0.050774551928043365,
-0.03614559769630432,
-0.032539304345846176,
0.07077616453170776,
-0.03809623792767525,
-0.013807718642055988,
0.004298131447285414,
0.03217349573969841,
0.005708130542188883,
0.0073363459669053555,
-0.02651119790971279,
-0.03320014849305153,
-0.05089355632662773,
-0.04086517170071602,
0.019719485193490982,
0.10993196815252304,
-0.044453445822000504,
0.025153256952762604,
0.07413233071565628,
0.055299464613199234,
0.02324783429503441,
-0.11480045318603516,
-0.04272818565368652,
-0.07689031958580017,
0.004742234479635954,
-0.06291426718235016,
0.04978233948349953,
0.09039011597633362,
-0.042057037353515625,
0.10042750090360641,
0.01722491905093193,
-0.04296398162841797,
-0.011640302836894989,
0.06092837452888489,
0.010479407384991646,
0.009845842607319355,
-0.05278393253684044,
-0.00833034235984087,
-0.09333179891109467,
0.003603528253734112,
-0.055179163813591,
-0.0649971142411232,
0.019020991399884224,
-0.02594948373734951,
-0.044826023280620575,
-0.014025041833519936,
0.09942353516817093,
-0.014234129339456558,
-0.12795394659042358,
-0.016170086339116096,
0.04052877426147461,
-0.1189608946442604,
-0.014940344728529453,
-0.0572730116546154,
0.02211504429578781,
-0.05802607908844948,
-0.03286295756697655,
-0.028329811990261078,
-0.0027596834115684032,
-0.018459971994161606,
-0.07244140654802322,
-0.0022661718539893627,
0.04775657877326012,
-3.4016733326471234e-34,
0.018297454342246056,
-0.001690235105343163,
0.012822220101952553,
0.10303831100463867,
-0.048196762800216675,
0.07628238201141357,
0.013726790435612202,
0.05308651179075241,
-0.12271814793348312,
-0.005511269439011812,
-0.11042170226573944,
-0.007500248961150646,
-0.10863398015499115,
-0.06985407322645187,
-0.03179012984037399,
-0.02688705362379551,
-0.014600686728954315,
0.056820664554834366,
-0.03860475867986679,
-0.04100269824266434,
0.03175264224410057,
-0.023490753024816513,
0.0472678504884243,
0.1039295345544815,
-0.053785983473062515,
0.06848763674497604,
-0.028546994552016258,
-0.03720124065876007,
0.04826333373785019,
-0.0013160574017092586,
-0.0022292130161076784,
-0.022033629938960075,
-0.08348140120506287,
-0.04894716292619705,
-0.014503859914839268,
0.06464722007513046,
-0.03938388451933861,
0.0979347825050354,
0.08196038007736206,
-0.01252035703510046,
-0.005023339297622442,
0.014366897754371166,
-0.055645789951086044,
0.00023677406716160476,
-0.06801288574934006,
-0.018709436058998108,
0.05056215077638626,
0.13434606790542603,
-0.016001837328076363,
0.011627618223428726,
0.05775028094649315,
-0.006400380749255419,
-0.01628752611577511,
-0.017471343278884888,
-0.012547910213470459,
0.08423030376434326,
0.004104004241526127,
-0.056768808513879776,
-0.02121989242732525,
-0.026690317317843437,
-0.011993310414254665,
-0.006942389998584986,
-0.03826161101460457,
-0.03334447368979454,
0.0847102552652359,
-0.015964288264513016,
0.04464389756321907,
0.09624839574098587,
-0.11363758891820908,
0.057731326669454575,
0.056057076901197433,
-0.02680261991918087,
0.09369511157274246,
-0.031476572155952454,
0.04778740182518959,
-0.0001553154579596594,
0.006295782048255205,
-0.0048585934564471245,
-0.019810037687420845,
0.05210379138588905,
0.016781555488705635,
0.006854898761957884,
0.10701863467693329,
0.027230123057961464,
0.07642295211553574,
0.031101107597351074,
-0.07700282335281372,
0.05249735340476036,
0.01823004148900509,
-0.017036234959959984,
-0.10235065221786499,
0.03254088759422302,
0.021517908200621605,
0.05418234318494797,
0.019983632490038872,
-2.688042499698895e-8,
-0.04247991740703583,
-0.023210858926177025,
0.018628837540745735,
0.0319390632212162,
-0.043943505734205246,
0.03794253617525101,
0.0309019573032856,
-0.0860244557261467,
0.036261387169361115,
-0.05060463771224022,
-0.0003039296716451645,
-0.08026887476444244,
-0.08447272330522537,
0.02755584940314293,
0.014022569172084332,
0.024966837838292122,
0.030420951545238495,
0.11644035577774048,
-0.04203515499830246,
-0.00009668734128354117,
-0.032338500022888184,
-0.022243130952119827,
0.06868939846754074,
0.030968820676207542,
-0.004108068533241749,
-0.01706155575811863,
-0.1256043165922165,
0.053518667817115784,
0.13295145332813263,
-0.031400274485349655,
-0.01355063822120428,
0.01976095139980316,
-0.010719768702983856,
0.043825507164001465,
0.01689901389181614,
-0.02582767978310585,
-0.041701722890138626,
-0.03459802642464638,
-0.013819803483784199,
-0.0018190393457189202,
0.037531640380620956,
-0.04635069891810417,
-0.0034085821826010942,
0.04653937369585037,
0.008102567866444588,
-0.013774679973721504,
0.048496220260858536,
-0.10688430070877075,
-0.02324623428285122,
0.021002409979701042,
-0.0022789083886891603,
-0.07584499567747116,
0.04211868718266487,
0.05970194190740585,
0.04362679272890091,
-0.03474888578057289,
0.03760930523276329,
0.0010706778848543763,
0.09851864725351334,
0.037364255636930466,
-0.017885824665427208,
0.00102498650085181,
0.04495691508054733,
0.047428030520677567
] | p | We are looking at how we can do an on and export of Clip, which is as robust as Clip. | [
"blog",
"blog/fast-embed-models"
] | 16,021 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(41) | [
-0.07068775594234467,
0.10394103825092316,
-0.032273970544338226,
0.008267688564956188,
-0.04559528827667236,
-0.0004329704097472131,
0.04587487131357193,
-0.041867148131132126,
0.000811785866972059,
-0.06371096521615982,
0.04983411356806755,
-0.18026813864707947,
-0.018794164061546326,
-0.039112940430641174,
0.00018304963305126876,
-0.08386178314685822,
-0.027695834636688232,
0.026668086647987366,
-0.010040225461125374,
-0.10622676461935043,
-0.099820576608181,
0.0040987590327858925,
-0.024684645235538483,
-0.053897786885499954,
-0.027138832956552505,
-0.0014770107809454203,
0.04932659864425659,
-0.021017003804445267,
0.06485504657030106,
-0.056955114006996155,
0.02565472573041916,
0.050222381949424744,
-0.055834244936704636,
0.006442325655370951,
0.024624360725283623,
0.010866050608456135,
-0.11144094914197922,
0.06123407930135727,
0.058808885514736176,
-0.016405116766691208,
0.029392285272479057,
-0.0977497398853302,
-0.00015348783927038312,
-0.051837675273418427,
0.03870869800448418,
-0.011100987903773785,
-0.05021699517965317,
0.03524097427725792,
-0.06421039253473282,
0.03628423064947128,
-0.12701556086540222,
-0.014285646378993988,
0.04741724207997322,
-0.030110830441117287,
0.12650896608829498,
-0.11083002388477325,
-0.03181149810552597,
-0.054958559572696686,
0.02013329230248928,
0.04824584349989891,
0.08594918251037598,
0.02103479951620102,
-0.055323660373687744,
0.002080952050164342,
-0.023726485669612885,
-0.04035935923457146,
0.007595332805067301,
-0.049308665096759796,
-0.0022003387566655874,
0.023260854184627533,
0.050495658069849014,
-0.01366446539759636,
0.001573912682943046,
0.015814168378710747,
-0.017103558406233788,
-0.07771310210227966,
-0.012339871376752853,
-0.004139802418649197,
-0.02992989309132099,
-0.015274051576852798,
0.06513717770576477,
0.056913528591394424,
0.007358583156019449,
-0.03506247326731682,
0.0008929661707952619,
-0.07185610383749008,
0.02243306301534176,
0.002056086203083396,
-0.019975455477833748,
0.004933557473123074,
0.04855538532137871,
0.0818604826927185,
-0.08270714432001114,
-0.02287595346570015,
-0.005614920053631067,
-0.07434341311454773,
-0.05708927661180496,
-0.0273688193410635,
-0.056723564863204956,
0.09749575704336166,
-0.02480403147637844,
0.039316464215517044,
-0.0024050783831626177,
0.1016547828912735,
-0.13643276691436768,
-0.046753089874982834,
-0.041039686650037766,
-0.06982844322919846,
-0.007715950254350901,
0.03550608828663826,
-0.021551549434661865,
-0.03815723955631256,
-0.10206186026334763,
-0.05955369025468826,
0.03969781845808029,
0.045870136469602585,
0.01739412732422352,
-0.011080645024776459,
-0.028875986114144325,
0.015031000599265099,
-0.012232995592057705,
0.0042800516821444035,
-0.09139235317707062,
0.015455805696547031,
-0.0563923716545105,
0.00544072687625885,
0.05155967175960541,
-5.820976852762445e-34,
-0.04166588932275772,
0.013514574617147446,
0.0006108566303737462,
0.021234335377812386,
0.020014658570289612,
-0.1131228655576706,
-0.08195053040981293,
-0.07391707599163055,
-0.03752712905406952,
-0.07056131213903427,
0.09279415011405945,
-0.025820063427090645,
-0.05103582516312599,
-0.03303706273436546,
0.03623439744114876,
0.05275561287999153,
-0.006699723657220602,
-0.00992574729025364,
0.029194412752985954,
0.021893702447414398,
0.06431981921195984,
0.006571618840098381,
-0.01311112754046917,
0.006589963566511869,
0.03745206445455551,
0.005738172680139542,
0.1107761412858963,
-0.029643936082720757,
0.04679110646247864,
0.0031198947690427303,
0.11188853532075882,
-0.038264255970716476,
-0.025741029530763626,
-0.026690183207392693,
-0.03333727642893791,
0.00956655666232109,
-0.012149951420724392,
-0.01647823676466942,
-0.049891144037246704,
-0.03596041351556778,
-0.07448608428239822,
0.03711322695016861,
0.06959652900695801,
-0.021047264337539673,
-0.05245525389909744,
0.0397026501595974,
0.04060634225606918,
0.000622553110588342,
0.11922502517700195,
-0.022605204954743385,
-0.010133876465260983,
0.0290971826761961,
-0.030443435534834862,
0.011534971185028553,
0.03423738852143288,
0.07074528932571411,
0.025608766824007034,
-0.011826049536466599,
0.02436809055507183,
-0.02699776366353035,
-0.04960807040333748,
-0.07658786326646805,
-0.06206924095749855,
-0.004235155880451202,
0.006675313226878643,
-0.02995873987674713,
-0.01918862573802471,
-0.057671014219522476,
0.0640057623386383,
-0.005079754628241062,
-0.09377079457044601,
0.024907222017645836,
0.01504012756049633,
0.021807892248034477,
-0.06859384477138519,
0.013223842717707157,
0.023214593529701233,
0.06807181239128113,
-0.034662339836359024,
0.08211280405521393,
-0.034077342599630356,
0.12938563525676727,
0.05578674003481865,
-0.06000180169939995,
0.056992463767528534,
-0.02903018519282341,
-0.04511989280581474,
0.019331488758325577,
0.027741631492972374,
-0.004302895627915859,
-0.011466762982308865,
0.026648476719856262,
0.013622675091028214,
-0.010173131711781025,
-0.0038356445729732513,
-2.0472517979806426e-33,
0.08065681159496307,
-0.016770852729678154,
-0.03447897359728813,
0.0472111701965332,
0.028989393264055252,
0.06383007764816284,
0.007946689613163471,
0.0593193918466568,
0.03551793470978737,
0.0535566508769989,
0.0226060152053833,
0.0608404278755188,
0.07048070430755615,
0.07261376082897186,
0.03326888754963875,
0.0067984722554683685,
0.07568950206041336,
0.09278085827827454,
-0.06134680658578873,
-0.028954017907381058,
-0.039069272577762604,
0.06460077315568924,
-0.03899623826146126,
-0.0639052465558052,
-0.03902856633067131,
0.06075809895992279,
-0.00287012942135334,
0.021769873797893524,
-0.15225118398666382,
-0.020739758387207985,
0.015766600146889687,
-0.09263232350349426,
-0.11146822571754456,
0.015105975791811943,
0.016986340284347534,
-0.03377431631088257,
0.05593981221318245,
0.05165562033653259,
-0.08589161187410355,
0.10529367625713348,
0.01635226607322693,
0.11517208814620972,
0.04698754847049713,
0.04921049252152443,
-0.0446074940264225,
-0.05599527060985565,
-0.005142670124769211,
0.03745724633336067,
-0.024698061868548393,
-0.03633743152022362,
0.061830732971429825,
0.06906186044216156,
-0.01641569472849369,
-0.041297659277915955,
0.05945596098899841,
0.06623156368732452,
0.03618892654776573,
0.02242373302578926,
0.010248703882098198,
-0.015547323040664196,
-0.031165987253189087,
0.014842984266579151,
0.05610073357820511,
-0.0347207635641098,
-0.005509680137038231,
0.0054843006655573845,
0.0038424308877438307,
-0.008775779977440834,
0.0906047374010086,
-0.034864895045757294,
0.014720596373081207,
0.011749574914574623,
-0.047957971692085266,
-0.0038633516523987055,
0.006355015095323324,
0.04139116406440735,
0.027079086750745773,
0.12975548207759857,
0.04956136643886566,
-0.023331860080361366,
0.015095432288944721,
-0.036630723625421524,
-0.06790219992399216,
-0.01433450449258089,
0.02518315054476261,
-0.04520081356167793,
0.0763431191444397,
-0.026742514222860336,
0.13408009707927704,
-0.051036227494478226,
0.007757691200822592,
0.034139759838581085,
-0.0256732776761055,
-0.02824524976313114,
-0.016818111762404442,
-1.8069028939748932e-8,
-0.016450917348265648,
-0.07143577933311462,
-0.11094323545694351,
-0.007817811332643032,
-0.009186509996652603,
-0.021776895970106125,
-0.017809027805924416,
-0.049035243690013885,
0.0049819741398096085,
-0.015159492380917072,
0.060278214514255524,
0.027656201273202896,
-0.029738182201981544,
-0.015590880066156387,
-0.023340361192822456,
-0.030438460409641266,
-0.007235548924654722,
0.0231041107326746,
-0.005107253789901733,
-0.007690038066357374,
0.01792915165424347,
0.03596647083759308,
-0.030666319653391838,
-0.004600928630679846,
-0.04288889095187187,
0.07763905823230743,
0.020379183813929558,
-0.02855442650616169,
-0.01900249347090721,
0.050212834030389786,
0.018175482749938965,
0.09026622027158737,
-0.007369706407189369,
-0.04591996967792511,
0.03711714595556259,
0.011690162122249603,
0.04356744512915611,
0.04943389073014259,
0.007953883148729801,
0.019525371491909027,
0.009648839011788368,
-0.03486694395542145,
0.018437381833791733,
-0.010564640164375305,
-0.06982678920030594,
0.049094196408987045,
-0.010607065632939339,
0.003308218438178301,
-0.0009807032765820622,
0.01210919301956892,
-0.13703741133213043,
-0.012378084473311901,
0.04326265677809715,
0.0610773079097271,
-0.015495088882744312,
0.018981438130140305,
0.027429498732089996,
-0.03161482885479927,
-0.05719099938869476,
0.016342893242836,
0.13294604420661926,
-0.05916442722082138,
-0.0066912854090332985,
0.12679894268512726
] | p | Nirant Kasliwal: | [
"blog",
"blog/fast-embed-models"
] | 16,022 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(41) | [
-0.05506400018930435,
-0.03437614440917969,
-0.049221694469451904,
0.04996086284518242,
0.08479148149490356,
0.040233053267002106,
-0.13305334746837616,
-0.09862171858549118,
-0.017957277595996857,
0.010038130916655064,
0.06654586642980576,
-0.018154717981815338,
-0.029581386595964432,
0.007536428514868021,
0.034840457141399384,
0.009764774702489376,
-0.0082597266882658,
-0.09049283713102341,
0.013542215339839458,
0.0211239792406559,
-0.043322157114744186,
0.027690216898918152,
0.10201849788427353,
0.037946633994579315,
0.005566010717302561,
0.00986530166119337,
-0.009323216043412685,
-0.12131646275520325,
-0.038283947855234146,
-0.08947879076004028,
-0.02999146841466427,
0.027508722618222237,
0.002098766155540943,
-0.0038469978608191013,
0.12703056633472443,
0.08640288561582565,
0.0742507055401802,
0.008083412423729897,
0.04813765734434128,
-0.0622544139623642,
0.004305953625589609,
-0.03424489125609398,
0.040719594806432724,
0.04993358254432678,
0.015848815441131592,
0.0012052685488015413,
-0.02035003900527954,
-0.0886741653084755,
0.012312481179833412,
0.008070875890552998,
-0.037525661289691925,
-0.0502544604241848,
0.04559941589832306,
0.021345803514122963,
0.06911496073007584,
-0.023615261539816856,
-0.005530751310288906,
-0.007454295642673969,
0.01487030554562807,
-0.019496474415063858,
0.054151661694049835,
0.012111947871744633,
-0.011646152473986149,
-0.011639989912509918,
-0.040807511657476425,
-0.030125396326184273,
-0.010857336223125458,
0.01464893203228712,
0.09195706993341446,
-0.04363333061337471,
-0.012064540758728981,
0.005658620968461037,
-0.035266246646642685,
0.08867931365966797,
-0.014680097810924053,
0.039898864924907684,
0.12762244045734406,
-0.008244797587394714,
0.07521499693393707,
-0.036143574863672256,
-0.03929142653942108,
-0.042281754314899445,
0.05259118601679802,
0.09774359315633774,
0.04769228398799896,
0.014485323801636696,
-0.0002931056951638311,
0.09735359251499176,
-0.04813521355390549,
-0.010700673796236515,
-0.029459325596690178,
-0.005816591903567314,
0.017680862918496132,
-0.04430360719561577,
0.0014634474646300077,
0.05247446894645691,
0.011067064478993416,
0.05060509964823723,
-0.030596870929002762,
0.04591657593846321,
-0.05838796868920326,
0.06167067959904671,
-0.0007305885083042085,
-0.10066723078489304,
0.006302975118160248,
0.10807470232248306,
-0.01984967663884163,
0.02537056989967823,
-0.0009143092902377248,
-0.026088163256645203,
-0.02932126447558403,
0.008587566204369068,
0.038137830793857574,
-0.0016168929869309068,
0.032696839421987534,
-0.1252967268228531,
0.09798626601696014,
-0.036506012082099915,
-0.05527082830667496,
0.02399500086903572,
-0.027517767623066902,
0.0066350908018648624,
-0.021203769370913506,
0.015960857272148132,
-0.018369372934103012,
0.0670865923166275,
-0.12644314765930176,
-2.379992876807413e-34,
0.07835803180932999,
0.02493111789226532,
0.07791481167078018,
0.014948287978768349,
-0.005811427719891071,
0.0199024248868227,
0.05400435999035835,
0.029783545061945915,
0.04746910557150841,
0.0015847223112359643,
-0.0013284966116771102,
0.03916667774319649,
-0.023097416386008263,
-0.04058097302913666,
0.034711480140686035,
-0.02406446635723114,
0.007357529830187559,
-0.001047442085109651,
0.04835294187068939,
-0.08766450732946396,
0.06415940821170807,
-0.039472199976444244,
-0.01911127381026745,
0.01662648841738701,
0.07602658867835999,
0.04961951822042465,
0.02703617513179779,
-0.09837158769369125,
0.015017359517514706,
-0.011338036507368088,
-0.10883233696222305,
0.061873871833086014,
0.0226677767932415,
0.025175081565976143,
0.025519873946905136,
0.04228287935256958,
-0.08498036116361618,
-0.03132031485438347,
-0.08694960176944733,
0.006860026624053717,
0.01926594413816929,
0.01848597824573517,
-0.06576075404882431,
-0.0258790235966444,
0.039413660764694214,
-0.061651118099689484,
0.07007165998220444,
-0.005454929079860449,
-0.03562053292989731,
0.032319243997335434,
0.02367597073316574,
0.07043010741472244,
-0.09315735101699829,
-0.03259655833244324,
-0.03744211420416832,
0.05907448008656502,
-0.004447063896805048,
0.0036570855882018805,
-0.008841877803206444,
0.0040815738029778,
0.05629845708608627,
0.036454807966947556,
-0.007919223979115486,
-0.0649285688996315,
-0.07520361244678497,
0.031279828399419785,
-0.052214447408914566,
-0.04503928869962692,
-0.02910664863884449,
-0.030298322439193726,
-0.020182061940431595,
0.016858428716659546,
0.03986455127596855,
0.008745676837861538,
-0.02235548384487629,
-0.025276459753513336,
-0.012331649661064148,
-0.04429544880986214,
0.01339554414153099,
-0.08264608681201935,
-0.025766078382730484,
-0.06476524472236633,
0.047877710312604904,
0.04966239258646965,
0.03496038168668747,
-0.028740284964442253,
0.06557223945856094,
0.008629882708191872,
-0.03793301805853844,
0.04244936630129814,
-0.05252628028392792,
-0.003687334479764104,
-0.08196184039115906,
-0.023995069786906242,
-0.037225186824798584,
-2.5198459396640523e-34,
-0.05394090339541435,
-0.0700274258852005,
-0.0015247835544869304,
0.0035667053889483213,
-0.002382656093686819,
-0.03726920858025551,
0.07836022228002548,
0.006704060360789299,
0.10439634323120117,
-0.008782736957073212,
0.054752737283706665,
-0.010844044387340546,
0.04595845937728882,
0.011236783117055893,
0.051589854061603546,
0.09210557490587234,
0.04413919150829315,
0.0750935822725296,
0.02365620993077755,
-0.022691378369927406,
-0.022129414603114128,
0.0410459004342556,
-0.08193075656890869,
0.050401728600263596,
-0.041950128972530365,
0.061016786843538284,
0.016217300668358803,
-0.0802101269364357,
-0.1147780790925026,
-0.05571926757693291,
0.0027009593322873116,
-0.0015056185657158494,
-0.12074336409568787,
-0.021481340751051903,
-0.028632981702685356,
-0.016308030113577843,
0.02143486775457859,
-0.004539019428193569,
-0.023027878254652023,
-0.015306560322642326,
0.013876157812774181,
-0.005255711730569601,
-0.05857840180397034,
0.08521018177270889,
-0.0029372817371040583,
0.03844048082828522,
-0.0507732629776001,
0.04644550010561943,
0.050300031900405884,
0.004508971702307463,
0.07867449522018433,
-0.036690883338451385,
-0.0895615816116333,
-0.08761051297187805,
0.027075044810771942,
0.06494393199682236,
-0.019406301900744438,
-0.009210466407239437,
0.10049702227115631,
0.04755035415291786,
0.022552048787474632,
0.10518109053373337,
-0.10859507322311401,
0.02604900859296322,
0.04611262306571007,
0.0717080608010292,
0.027129635214805603,
0.08916134387254715,
-0.03740547224879265,
0.00006588066753465682,
0.044482581317424774,
-0.06975078582763672,
-0.037166569381952286,
-0.03705998510122299,
-0.03466241434216499,
0.11620480567216873,
-0.013835571706295013,
-0.05419422686100006,
0.0016492799622938037,
0.03508676588535309,
0.11008346825838089,
0.00025058764731511474,
0.02912248484790325,
-0.02133456990122795,
0.04436319321393967,
-0.00960385799407959,
-0.01903347857296467,
-0.027489960193634033,
0.0025779460556805134,
0.02291170507669449,
-0.1510680615901947,
-0.0547010600566864,
-0.05725059285759926,
0.03653019666671753,
0.06326961517333984,
-2.176273916631999e-8,
0.03393112123012543,
0.07067595422267914,
0.018422944471240044,
0.022010834887623787,
0.05552249774336815,
0.017947696149349213,
0.08136514574289322,
0.04824211820960045,
-0.02110688015818596,
0.0005477689555846155,
-0.012814756482839584,
0.004893109668046236,
-0.06061277911067009,
-0.03370632603764534,
0.14496386051177979,
-0.06925502419471741,
0.02976105362176895,
-0.009769318625330925,
-0.03883422538638115,
0.004523483570665121,
-0.062316082417964935,
0.1485871821641922,
-0.004677587188780308,
-0.06305571645498276,
-0.031306855380535126,
0.04468043893575668,
-0.017512192949652672,
-0.05834009498357773,
-0.019918693229556084,
-0.0243779718875885,
-0.004193066619336605,
-0.011047271080315113,
0.0019956626929342747,
-0.06991387903690338,
0.08065006881952286,
0.03328212723135948,
-0.04428981617093086,
-0.006831555627286434,
-0.05107299983501434,
-0.03760504350066185,
0.00263529852963984,
0.04943560063838959,
0.03958805277943611,
0.03681960701942444,
-0.019044553861021996,
0.08895102888345718,
-0.07674627751111984,
0.05382341146469116,
-0.014411401003599167,
-0.012494655326008797,
-0.039439816027879715,
-0.011707551777362823,
-0.006146577652543783,
0.05738293007016182,
-0.012900371104478836,
-0.003152179531753063,
-0.006181035190820694,
-0.044492948800325394,
0.016996309161186218,
-0.052686166018247604,
0.04254315420985222,
-0.13031986355781555,
0.012817167676985264,
0.06533035635948181
] | p | So far we have not found anything. | [
"blog",
"blog/fast-embed-models"
] | 16,023 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(41) | [
-0.061053548008203506,
0.05147522687911987,
0.034597985446453094,
-0.017513204365968704,
0.03727433830499649,
-0.08551467955112457,
-0.05060022696852684,
-0.03163393586874008,
-0.06608539819717407,
-0.008513686247169971,
0.05000719428062439,
0.06200472265481949,
0.009306523017585278,
0.024607373401522636,
0.027515878900885582,
0.03683633357286453,
0.027217980474233627,
-0.05507062375545502,
0.03277413547039032,
-0.018769172951579094,
-0.08211387693881989,
-0.05529504641890526,
0.02312547154724598,
0.04910828545689583,
0.0018190660048276186,
0.05779312923550606,
-0.0694740042090416,
0.02124902419745922,
-0.042170654982328415,
0.000008253244232037105,
-0.04913667216897011,
0.08081668615341187,
-0.0022004428319633007,
-0.05373171344399452,
-0.017436521127820015,
-0.012674272991716862,
0.020185358822345734,
0.009001023136079311,
-0.025593092665076256,
-0.012247215956449509,
-0.016097495332360268,
-0.015632150694727898,
0.033778440207242966,
0.06425362080335617,
-0.06344389170408249,
-0.019147634506225586,
0.01082476694136858,
-0.1214345172047615,
0.05095907673239708,
0.003926350735127926,
0.0030373188201338053,
-0.06321374326944351,
0.012894242070615292,
-0.07215322554111481,
0.01885981298983097,
0.12441731989383698,
-0.021455364301800728,
0.023279115557670593,
0.03763734921813011,
-0.023292195051908493,
-0.00606840243563056,
0.035882435739040375,
0.08992031961679459,
0.04856270179152489,
-0.018143797293305397,
-0.021873999387025833,
0.02945539355278015,
-0.040803536772727966,
0.010558518581092358,
-0.015889907255768776,
-0.10704940557479858,
0.0072072879411280155,
-0.10846099257469177,
-0.03279118984937668,
-0.05115645006299019,
0.1029583290219307,
0.035094019025564194,
-0.09012939035892487,
-0.01719559356570244,
-0.01819577068090439,
0.004230231512337923,
0.0036777218338102102,
-0.03625328838825226,
0.009185222908854485,
0.021478788927197456,
-0.04712778702378273,
0.04517543315887451,
-0.06254258751869202,
-0.0009347962914034724,
0.011993654072284698,
-0.008214008063077927,
0.05126839503645897,
0.01356290653347969,
-0.015598864294588566,
-0.045612823218107224,
0.053319089114665985,
-0.06907232105731964,
-0.03928278014063835,
-0.03924861177802086,
0.0639001652598381,
0.017784541472792625,
-0.05278056487441063,
0.04950600489974022,
-0.0609489344060421,
0.0197868961840868,
0.052748069167137146,
0.03063601814210415,
0.11519023030996323,
-0.04560389369726181,
-0.01822569966316223,
-0.030906658619642258,
0.04046069458127022,
0.0015011210925877094,
-0.03221952170133591,
-0.024979958310723305,
0.06643864512443542,
-0.13792331516742706,
0.022763824090361595,
0.07508400082588196,
0.06368166208267212,
0.12104177474975586,
-0.0803610235452652,
0.08439796417951584,
-0.055141013115644455,
-0.03613126650452614,
-0.044475894421339035,
0.01825607568025589,
-6.1123634433965626e-33,
0.012897100299596786,
0.08840920031070709,
0.006840107962489128,
0.02442733757197857,
-0.021731911227107048,
-0.02958614006638527,
-0.030703086405992508,
0.02476072683930397,
0.017447203397750854,
-0.053958501666784286,
0.04342830553650856,
0.050842586904764175,
-0.06028583645820618,
0.012247208505868912,
0.07087674736976624,
-0.044015105813741684,
-0.10735908895730972,
0.09037142246961594,
0.03838745132088661,
0.09883120656013489,
0.06005770340561867,
-0.09759404510259628,
-0.007440048269927502,
-0.013457033783197403,
0.17583920061588287,
0.009333201684057713,
0.07877808064222336,
0.012004503980278969,
0.01514536514878273,
-0.009989483281970024,
-0.03485974669456482,
0.11168860644102097,
-0.007271410431712866,
-0.06404078751802444,
-0.04939991235733032,
0.026990767568349838,
0.020285379141569138,
0.0032624860759824514,
-0.050203971564769745,
-0.016179468482732773,
-0.0768246054649353,
-0.03557128831744194,
-0.01080541405826807,
0.03782292455434799,
-0.00023616290127392858,
0.05104058235883713,
0.043307527899742126,
-0.04425235837697983,
-0.012343673035502434,
-0.0625297874212265,
-0.04302816838026047,
-0.04878026619553566,
-0.07458096742630005,
0.03492334112524986,
-0.07345594465732574,
-0.010586803779006004,
0.07539312541484833,
0.02801952324807644,
0.01788102462887764,
0.0511518232524395,
-0.02877482771873474,
-0.07385531812906265,
-0.028083650395274162,
-0.08272401988506317,
-0.023579463362693787,
0.03933895751833916,
0.03390141949057579,
-0.05670793354511261,
0.06350290775299072,
0.018488937988877296,
-0.01952495239675045,
-0.05456772446632385,
-0.007527785841375589,
-0.02368384227156639,
-0.007778177037835121,
-0.03709189593791962,
-0.12328518182039261,
0.07888966798782349,
-0.03289489820599556,
0.021691154688596725,
0.05473587289452553,
-0.022381015121936798,
0.00585942855104804,
-0.004190572537481785,
0.1541738212108612,
-0.011632777750492096,
0.020045176148414612,
-0.06318920850753784,
-0.069207102060318,
0.058078307658433914,
0.005404234863817692,
-0.0016537868650630116,
0.07492823153734207,
0.013320115394890308,
-0.009358440525829792,
4.253038845636841e-33,
-0.005997219122946262,
-0.028842508792877197,
0.03850167989730835,
0.06038250774145126,
-0.02315831370651722,
-0.03921675682067871,
-0.1414252072572708,
0.11347105354070663,
0.02838500775396824,
0.08232267946004868,
0.011845327913761139,
0.0966208353638649,
-0.041126661002635956,
-0.04551425948739052,
-0.027821997180581093,
-0.04574061185121536,
-0.027034789323806763,
-0.15537260472774506,
-0.008509863168001175,
-0.011790046468377113,
0.04196622595191002,
0.10611747205257416,
-0.018019555136561394,
-0.017458651214838028,
-0.008225851692259312,
0.06710252165794373,
-0.083860382437706,
0.0531616248190403,
-0.0018862081924453378,
0.03831092640757561,
-0.04270201548933983,
-0.021357694640755653,
-0.04248571768403053,
-0.00126656552311033,
0.03642471134662628,
0.0483335517346859,
0.10528254508972168,
0.013073399662971497,
-0.021780313923954964,
0.007399936206638813,
0.014308884739875793,
-0.0032169127371162176,
-0.016338571906089783,
-0.01121013518422842,
-0.03712931275367737,
0.03553006798028946,
-0.020823240280151367,
-0.09902063012123108,
0.012811991386115551,
0.02237854339182377,
0.03706630319356918,
-0.04639250412583351,
0.014263334684073925,
-0.01043813768774271,
-0.015334141440689564,
-0.07111907005310059,
0.033163391053676605,
0.003029166255146265,
0.07428452372550964,
-0.014264192432165146,
-0.03873052820563316,
0.05969638377428055,
-0.03018057718873024,
-0.04373897239565849,
-0.04032467305660248,
-0.0005105786840431392,
0.10544926673173904,
-0.02143954299390316,
-0.0517592616379261,
0.03134876489639282,
-0.022790012881159782,
-0.07071596384048462,
-0.050399769097566605,
-0.04459657520055771,
-0.05158156529068947,
-0.03174756094813347,
0.063908152282238,
0.030491234734654427,
-0.0011296778684481978,
-0.05784517899155617,
-0.06657033413648605,
-0.0774284228682518,
0.037696417421102524,
0.01898021250963211,
0.016832929104566574,
-0.02002747543156147,
-0.06922557204961777,
-0.020446186885237694,
0.05752464011311531,
0.020577499642968178,
-0.05005316808819771,
0.011454736813902855,
-0.12100344151258469,
-0.004111766815185547,
-0.03810017183423042,
-2.6714097600688547e-8,
0.04818161576986313,
0.04263240844011307,
-0.030179496854543686,
0.07804109901189804,
0.08494169265031815,
-0.059852905571460724,
0.013801779597997665,
0.10302147269248962,
0.032617662101984024,
-0.000029426480978145264,
0.004420044831931591,
0.013307188637554646,
0.003824386280030012,
0.028574371710419655,
0.08638923615217209,
0.01997517980635166,
-0.05010247975587845,
0.08102397620677948,
-0.02996882237493992,
0.02654467523097992,
-0.03228021785616875,
-0.006825409829616547,
0.10409542173147202,
0.040423378348350525,
-0.08832189440727234,
-0.0031824365723878145,
0.04908481985330582,
0.012811255641281605,
0.06819052994251251,
-0.012234511785209179,
-0.009074009954929352,
0.02881099283695221,
0.04407921060919762,
-0.003845603670924902,
0.05573109909892082,
0.05973400920629501,
-0.0235736183822155,
0.022181781008839607,
0.03854067251086235,
0.016777431592345238,
-0.022325312718749046,
-0.10086960345506668,
-0.029534487053751945,
0.05341058969497681,
0.04283326119184494,
0.022142043337225914,
-0.06030270457267761,
-0.021153666079044342,
-0.026232879608869553,
-0.008345169946551323,
0.059238653630018234,
0.0043842243030667305,
-0.04133236035704613,
0.009085864759981632,
-0.003393372520804405,
-0.001017190981656313,
-0.0027824777644127607,
0.056076064705848694,
0.05534232780337334,
0.046443548053503036,
0.06416426599025726,
-0.008059261366724968,
-0.010702460072934628,
0.051819734275341034
] | p | I’ve spent some time looking at this, the quality of life upgrades. | [
"blog",
"blog/fast-embed-models"
] | 16,024 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(41) | [
-0.07760190218687057,
-0.07950399816036224,
-0.005503017921000719,
0.0013647523010149598,
0.05655251815915108,
0.06828109174966812,
-0.09251276403665543,
0.015490951016545296,
0.03064158372581005,
0.10597742348909378,
0.0664348229765892,
0.09539037197828293,
0.058670178055763245,
0.019587289541959763,
0.03148702532052994,
0.0018356286454945803,
0.05005430057644844,
-0.0035977205261588097,
0.019552558660507202,
0.011104864068329334,
-0.08525693416595459,
0.026767022907733917,
0.0096624456346035,
-0.009624169208109379,
0.03136100247502327,
-0.039874427020549774,
-0.036795999854803085,
-0.058049872517585754,
0.04119095578789711,
-0.04743156582117081,
-0.06728144735097885,
-0.06688027828931808,
-0.015872983261942863,
0.04455787315964699,
0.03721402585506439,
-0.02858072891831398,
0.021339477971196175,
-0.05955807492136955,
0.013370758853852749,
-0.04961531609296799,
0.03263638913631439,
-0.03917298838496208,
-0.06423608213663101,
-0.04888451099395752,
0.08328618854284286,
0.009854402393102646,
0.022486789152026176,
-0.003859954886138439,
-0.013823901303112507,
-0.03391613811254501,
-0.018396781757473946,
-0.017532875761389732,
0.037333082407712936,
0.03767642378807068,
-0.012502986937761307,
-0.057400088757276535,
0.0007049160194583237,
0.04062435403466225,
0.013274476863443851,
0.09434347599744797,
-0.019229264929890633,
-0.09476480633020401,
-0.10517214238643646,
0.036231670528650284,
-0.00622332701459527,
0.0769442468881607,
0.016139661893248558,
0.04951304569840431,
0.05750051513314247,
-0.105171799659729,
-0.028187371790409088,
0.021129010245203972,
-0.063352569937706,
-0.063616544008255,
-0.0025010977406054735,
0.011089951731264591,
0.11823208630084991,
0.09954885393381119,
-0.03231966495513916,
0.009356660768389702,
-0.03338019549846649,
-0.03690961003303528,
0.08772992342710495,
0.00003492050018394366,
-0.06359372287988663,
-0.07109605520963669,
-0.014233727008104324,
0.07275371253490448,
-0.0070231580175459385,
-0.09378110617399216,
-0.006079160142689943,
0.09016849100589752,
0.009065425954759121,
0.014551670290529728,
-0.0689663216471672,
-0.005285104736685753,
0.05332135036587715,
0.008134071715176105,
-0.006814311258494854,
-0.02777891792356968,
-0.026122385635972023,
0.0729057639837265,
0.01826181262731552,
-0.11572805792093277,
-0.03770413622260094,
0.021693486720323563,
0.04777862876653671,
0.061170484870672226,
0.009735355153679848,
-0.022835079580545425,
-0.03307943046092987,
0.02956019528210163,
-0.022548360750079155,
-0.059906426817178726,
0.019647875800728798,
-0.0007145648705773056,
-0.10418342053890228,
0.013202040456235409,
0.02083238586783409,
0.02415146678686142,
-0.0058630649000406265,
0.009579219855368137,
0.06623920053243637,
-0.03353804722428322,
-0.030982045456767082,
-0.023073071613907814,
-0.07127784937620163,
5.765707955287162e-34,
0.032506562769412994,
0.05132260173559189,
0.08866278827190399,
-0.006994279101490974,
0.02381105162203312,
-0.04242558032274246,
0.022819800302386284,
-0.009931308217346668,
-0.057849761098623276,
-0.11214818060398102,
-0.06233206018805504,
0.05226922035217285,
-0.10752794146537781,
0.03115413524210453,
0.07089821249246597,
0.034085046499967575,
-0.13179846107959747,
0.004957299679517746,
0.07147129625082016,
0.04471417888998985,
0.05858730524778366,
-0.06783520430326462,
0.01675395295023918,
0.010466099716722965,
0.05679526925086975,
-0.004523623734712601,
0.0637897253036499,
0.016981983557343483,
0.012746552936732769,
0.020453032106161118,
-0.05890962854027748,
0.012549563311040401,
-0.012725906446576118,
-0.04086662083864212,
-0.0015006002504378557,
0.06781108677387238,
-0.08493491262197495,
-0.0024713436141610146,
-0.03766385465860367,
-0.06501448154449463,
0.058913830667734146,
-0.03888174518942833,
0.007702209521085024,
-0.027917010709643364,
-0.06789062172174454,
-0.018441641703248024,
0.003021113807335496,
-0.09133322536945343,
0.051859673112630844,
0.016301358118653297,
0.005726860370486975,
-0.02327066846191883,
-0.07281090319156647,
0.025288045406341553,
-0.05670097842812538,
0.04340805113315582,
0.03228951618075371,
-0.04465647414326668,
0.04101240262389183,
0.0386134497821331,
0.02088746428489685,
-0.04449635371565819,
0.037870459258556366,
-0.054483573883771896,
-0.021207556128501892,
-0.08494344353675842,
-0.05125001072883606,
-0.05825118348002434,
0.0038841248024255037,
0.10221126675605774,
-0.012960607185959816,
-0.017682448029518127,
0.05785225331783295,
-0.03323625773191452,
0.06020823121070862,
-0.09263213723897934,
-0.0777202695608139,
0.008856774307787418,
0.015716373920440674,
-0.01384690497070551,
-0.03258358687162399,
-0.07416512072086334,
-0.010566448792815208,
0.0012959899613633752,
-0.015851156786084175,
-0.023219898343086243,
0.06912657618522644,
-0.02586464397609234,
-0.039917897433042526,
0.04444946348667145,
-0.05784986913204193,
-0.007683831267058849,
0.04268217831850052,
-0.00299150706268847,
-0.025895820930600166,
-1.3530010691296571e-33,
-0.008057843893766403,
-0.0800783634185791,
-0.015328548848628998,
0.03840211406350136,
0.0016444399952888489,
-0.053633611649274826,
-0.0020900757517665625,
0.08085308969020844,
-0.029851222410798073,
0.012427892535924911,
0.0030618016608059406,
0.05152339115738869,
-0.007124166935682297,
0.016837621107697487,
-0.021362612023949623,
-0.02088574320077896,
0.058626338839530945,
-0.21917319297790527,
0.013613038696348667,
-0.06929746270179749,
-0.06720449030399323,
-0.09512065351009369,
0.039089351892471313,
0.0014217788120731711,
0.026064278557896614,
0.012491177767515182,
-0.02118455432355404,
0.06874531507492065,
-0.023399820551276207,
-0.011723087169229984,
-0.014317031018435955,
-0.020434711128473282,
-0.07998520880937576,
-0.039415571838617325,
-0.006393113639205694,
0.026599885895848274,
0.046714603900909424,
0.041792627424001694,
0.046937789767980576,
0.011859305202960968,
-0.03507827967405319,
-0.040343306958675385,
-0.057149846106767654,
-0.03085458092391491,
0.10992815345525742,
0.02576056495308876,
-0.04014652222394943,
0.014402651228010654,
-0.05358561500906944,
-0.07502441853284836,
0.07723115384578705,
0.03564368188381195,
-0.03679220750927925,
-0.011777826584875584,
0.04219123348593712,
0.040681641548871994,
0.016096632927656174,
0.01836448907852173,
-0.05444704368710518,
0.0285663940012455,
0.005690897349268198,
-0.04046671465039253,
-0.028390947729349136,
-0.054725341498851776,
-0.09266825765371323,
0.0044073923490941525,
0.07384452223777771,
-0.015502041205763817,
-0.07038666307926178,
0.05076472461223602,
-0.05054590106010437,
-0.049228571355342865,
0.03297305852174759,
0.06048225983977318,
-0.04804113879799843,
-0.014569523744285107,
-0.010703367181122303,
0.015163282863795757,
0.04063611850142479,
-0.08408068865537643,
0.07158790528774261,
0.05261426791548729,
0.041068390011787415,
0.05060966685414314,
0.08142637461423874,
-0.12410908937454224,
0.05520663037896156,
-0.018197128549218178,
-0.03764662146568298,
-0.023912079632282257,
-0.09778166562318802,
0.0707634836435318,
-0.011258341372013092,
0.06270123273134232,
0.028605081140995026,
-2.2176349645519622e-8,
-0.006771767511963844,
0.050610367208719254,
0.04249967634677887,
0.04285538196563721,
-0.02118522860109806,
0.03141051158308983,
0.08095668256282806,
0.08512534201145172,
0.06936531513929367,
0.03485255315899849,
-0.02168167009949684,
-0.05440643057227135,
-0.10104294866323471,
0.06654658168554306,
0.013002440333366394,
0.07997129112482071,
0.048731107264757156,
0.042239364236593246,
0.013414119370281696,
-0.04236792400479317,
0.00996280275285244,
0.07780027389526367,
0.060467131435871124,
-0.01298904325813055,
0.13262532651424408,
0.03198707103729248,
0.023986762389540672,
-0.003264224622398615,
0.04926570877432823,
-0.05185605213046074,
0.021335503086447716,
-0.008502366952598095,
0.032761335372924805,
-0.026620082557201385,
0.05401028320193291,
0.024616828188300133,
-0.03714088723063469,
0.02995169721543789,
0.0624062679708004,
0.04110484570264816,
0.08106164634227753,
0.02738969400525093,
0.023519577458500862,
0.004550212062895298,
0.015229526907205582,
-0.004500749986618757,
0.011023999191820621,
0.016473345458507538,
0.010278199799358845,
0.11097671091556549,
-0.04087502509355545,
-0.07311362773180008,
-0.03466236963868141,
0.07306542247533798,
-0.04894987866282463,
-0.026430843397974968,
-0.02534985914826393,
-0.06435859203338623,
0.040315672755241394,
0.02316521853208542,
0.0676555410027504,
-0.03972127288579941,
0.046535201370716095,
0.08289919793605804
] | p | So far, most of our model downloads have been through Google cloud storage hosted by Qdrant. | [
"blog",
"blog/fast-embed-models"
] | 16,025 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(41) | [
-0.028816809877753258,
-0.011365605518221855,
0.08532469719648361,
-0.005275398958474398,
0.05430806055665016,
-0.006305203773081303,
-0.09756597876548767,
-0.008351225405931473,
-0.03776605427265167,
0.016034666448831558,
0.041142579168081284,
-0.007432053796947002,
0.022095579653978348,
0.015080900862812996,
0.11581124365329742,
-0.04066181927919388,
0.08997127413749695,
-0.03726756200194359,
-0.007733508944511414,
0.12980490922927856,
-0.0648096427321434,
-0.015129536390304565,
-0.012768368236720562,
-0.06157972291111946,
-0.0488894097507,
-0.024575917050242424,
-0.00436428003013134,
-0.024649042636156082,
0.06358984857797623,
-0.01891394704580307,
0.0026829298585653305,
-0.06161244958639145,
0.005371903534978628,
0.01635167934000492,
-0.06476948410272598,
0.05434729903936386,
-0.002410676795989275,
-0.00608026934787631,
-0.11450295895338058,
-0.02905801311135292,
-0.08747974038124084,
-0.02828271873295307,
0.06018957495689392,
-0.006007041782140732,
0.06771531701087952,
0.02299688197672367,
-0.053107090294361115,
-0.0022778448183089495,
0.023665087297558784,
-0.08059951663017273,
-0.020061995834112167,
-0.13958026468753815,
0.020219774916768074,
-0.08163844794034958,
0.010161362588405609,
0.042600587010383606,
-0.03652852773666382,
-0.03601297736167908,
-0.07309695333242416,
0.048832327127456665,
0.05769628286361694,
-0.012414516881108284,
0.00663340138271451,
-0.039247360080480576,
-0.04571585729718208,
-0.04926465451717377,
0.009506202302873135,
0.07972694933414459,
0.0009480940061621368,
0.054461363703012466,
-0.03523528203368187,
-0.0238999892026186,
-0.05544094368815422,
-0.010809440165758133,
0.0226180050522089,
-0.012344365939497948,
0.010614627972245216,
-0.01501925103366375,
0.05704055353999138,
-0.01360267587006092,
0.004912520293146372,
-0.03996169567108154,
-0.007421513553708792,
-0.04453621059656143,
-0.03483305498957634,
0.017599226906895638,
-0.06530492752790451,
-0.0372515469789505,
-0.12561079859733582,
0.018616443499922752,
-0.027666687965393066,
0.006694245617836714,
-0.017629045993089676,
-0.01103244349360466,
-0.10481388866901398,
0.0322156697511673,
-0.07149583846330643,
0.03882361575961113,
-0.0774155929684639,
0.06346728652715683,
-0.04286786541342735,
0.02539595402777195,
0.021579192951321602,
0.09616179764270782,
-0.04043438658118248,
-0.02652142569422722,
-0.05231156200170517,
-0.009948739781975746,
0.056847263127565384,
-0.025034427642822266,
0.004246221389621496,
0.007838529534637928,
-0.061228569597005844,
-0.02163945883512497,
-0.030330490320920944,
-0.05445373058319092,
-0.010849286802113056,
-0.030803199857473373,
0.11186496168375015,
-0.03293906897306442,
0.04822990298271179,
-0.0014595220563933253,
0.06526552140712738,
-0.04684339463710785,
0.05229484289884567,
-0.08267118781805038,
-0.09504619240760803,
-2.4072847791443852e-33,
0.015916183590888977,
0.10358896851539612,
0.06546385586261749,
0.037376999855041504,
0.014653065241873264,
0.04619201645255089,
-0.04481898248195648,
0.009536073543131351,
0.028596652671694756,
-0.030667681246995926,
-0.06291420012712479,
0.023662488907575607,
-0.01415720209479332,
-0.014236058108508587,
-0.012521379627287388,
-0.09885871410369873,
-0.06533026695251465,
0.07474175095558167,
-0.07613420486450195,
0.00007595676288474351,
-0.002155919326469302,
-0.09688393771648407,
-0.015926744788885117,
0.0773034617304802,
-0.028079980984330177,
0.058078791946172714,
0.0969570204615593,
-0.006846821401268244,
0.0242975652217865,
0.008947018533945084,
-0.07429646700620651,
0.06008768454194069,
-0.02016391046345234,
-0.04967353492975235,
0.04617956280708313,
-0.02531973086297512,
-0.03567395731806755,
-0.11172015219926834,
-0.028695618733763695,
-0.003316828515380621,
0.004188001621514559,
0.026521198451519012,
-0.08403486758470535,
-0.047223299741744995,
-0.00758775882422924,
0.08635592460632324,
0.058668315410614014,
0.005074839573353529,
0.029757129028439522,
-0.049973949790000916,
0.07541143894195557,
0.02217741496860981,
-0.05954151228070259,
0.05427468195557594,
-0.0390608049929142,
-0.029042379930615425,
0.01720842905342579,
-0.023350222036242485,
0.00626625120639801,
0.044632744044065475,
-0.026023216545581818,
-0.0962103009223938,
0.08193269371986389,
0.02886941283941269,
-0.051732759922742844,
0.0764027014374733,
0.053758226335048676,
0.026739157736301422,
-0.07071332633495331,
0.04125499725341797,
0.0007937049958854914,
0.031049218028783798,
-0.05173416808247566,
-0.03308873623609543,
0.005829350557178259,
-0.00598563440144062,
0.03479146957397461,
0.0881095603108406,
0.033644575625658035,
0.01563904993236065,
-0.030136441811919212,
0.07975730299949646,
0.008424771949648857,
-0.020914893597364426,
0.08404029905796051,
-0.09595250338315964,
-0.014393109828233719,
-0.025760632008314133,
0.017340674996376038,
0.032331109046936035,
-0.004343727603554726,
0.027812855318188667,
0.019144386053085327,
0.035210639238357544,
-0.07224762439727783,
1.071438672532537e-33,
0.06029316410422325,
-0.0758686512708664,
-0.03828362375497818,
-0.030995946377515793,
0.06608327478170395,
0.02408531866967678,
0.06470643728971481,
0.008737190626561642,
-0.0032799337059259415,
0.03712976723909378,
0.05764838308095932,
-0.05323011428117752,
0.04297265782952309,
0.03126082941889763,
0.030597686767578125,
0.007384961005300283,
0.02333938702940941,
-0.14703331887722015,
-0.027099773287773132,
0.03636292368173599,
0.08156946301460266,
0.008533751592040062,
0.012413439340889454,
0.02736086957156658,
-0.0007016793824732304,
0.02315548248589039,
-0.07435904443264008,
0.030270284041762352,
0.020354261621832848,
0.004977312870323658,
-0.020791063085198402,
-0.04393186420202255,
-0.04989638552069664,
0.10906917601823807,
0.03369686380028725,
0.07066745311021805,
-0.050073787569999695,
0.06091855838894844,
-0.054369907826185226,
-0.03496667370200157,
0.04600883275270462,
-0.05923641100525856,
-0.018389049917459488,
0.12330354750156403,
0.04266234487295151,
-0.026911908760666847,
-0.005224450025707483,
-0.011028817854821682,
-0.08024591952562332,
-0.007964489050209522,
0.04390057921409607,
-0.02414560317993164,
-0.04514186829328537,
-0.04771503806114197,
-0.11119018495082855,
0.05490976944565773,
0.07923851162195206,
0.011754882521927357,
0.038936685770750046,
0.03696073591709137,
0.04159969463944435,
-0.05413716286420822,
-0.06291242688894272,
0.01270594447851181,
0.0007148532895371318,
0.06089074909687042,
0.05799400806427002,
0.001978439511731267,
-0.05050053820014,
0.023509720340371132,
0.04365352541208267,
0.025375790894031525,
0.0027907686308026314,
0.10544419288635254,
-0.04243819788098335,
0.033054418861866,
0.09974360466003418,
-0.05773264169692993,
0.02745724283158779,
0.023618675768375397,
-0.07638918608427048,
-0.03675161674618721,
0.09634583443403244,
0.04179169237613678,
0.03734266385436058,
0.011939420364797115,
-0.014224730432033539,
0.039298295974731445,
-0.020545486360788345,
0.02256125397980213,
-0.11629227548837662,
0.05945415422320366,
0.013892151415348053,
0.0542258657515049,
0.016505319625139236,
-2.250586206287153e-8,
-0.08994727581739426,
-0.0394347608089447,
-0.0176213551312685,
-0.08100978285074234,
-0.059822406619787216,
0.02050016075372696,
-0.010864321142435074,
-0.04330388456583023,
0.007674871012568474,
0.018012769520282745,
0.015289543196558952,
0.021090958267450333,
0.01336683239787817,
0.10571428388357162,
0.05153629556298256,
0.054256413131952286,
-0.020316490903496742,
0.04058894142508507,
-0.06393034756183624,
-0.03825930878520012,
-0.08386668562889099,
0.03261905908584595,
0.04798537865281105,
-0.015291133895516396,
0.004366746637970209,
-0.016138583421707153,
-0.05514281988143921,
0.12757743895053864,
-0.014357402920722961,
-0.0539584681391716,
-0.06059660762548447,
-0.040929943323135376,
-0.030584199354052544,
-0.0014327579410746694,
0.05846865102648735,
0.04858667775988579,
-0.08110658079385757,
-0.005280962213873863,
0.08511669933795929,
0.018691593781113625,
-0.010892217978835106,
0.10921744257211685,
-0.02723325416445732,
0.023127678781747818,
0.026805372908711433,
0.02819877862930298,
-0.01564512588083744,
-0.06569459289312363,
0.005345385521650314,
0.08386051654815674,
-0.028691858053207397,
-0.036555156111717224,
-0.05939227342605591,
0.03405516967177391,
0.000873932265676558,
0.08531099557876587,
-0.019468950107693672,
-0.02020622417330742,
0.043134186416864395,
0.06396159529685974,
0.03419816493988037,
-0.049006663262844086,
0.03848513215780258,
0.09257597476243973
] | p | We want to support hugging Face hub so that we can launch new models much, much faster. | [
"blog",
"blog/fast-embed-models"
] | 16,026 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(41) | [
0.00024780287640169263,
-0.06040031090378761,
-0.013959383592009544,
0.007896440103650093,
-0.025104522705078125,
0.036558784544467926,
-0.0756969079375267,
-0.052084580063819885,
-0.047124940901994705,
-0.02442883886396885,
0.016391534358263016,
0.08214545994997025,
-0.015643492341041565,
0.0543673112988472,
0.054933611303567886,
-0.002890966599807143,
0.016101276502013206,
-0.06820259243249893,
-0.06490489840507507,
-0.026382148265838623,
0.03979792073369026,
-0.04100297391414642,
0.024714024737477303,
-0.011766226962208748,
0.008971888571977615,
-0.07329955697059631,
-0.04752625897526741,
-0.0069721234031021595,
0.002762983553111553,
-0.02262912131845951,
0.02975623309612274,
0.041733112186193466,
0.015502902679145336,
0.01234337780624628,
-0.03365983068943024,
0.046003393828868866,
0.0061668832786381245,
0.01633971743285656,
0.003907387610524893,
-0.06204106658697128,
-0.0022173181641846895,
-0.015851693227887154,
-0.033314697444438934,
0.13194714486598969,
-0.07622704654932022,
0.02529190294444561,
-0.05631272494792938,
0.007863312028348446,
0.04750395566225052,
0.06580056250095367,
0.007432028651237488,
-0.028788365423679352,
-0.03987041488289833,
-0.06919892132282257,
-0.012955667451024055,
0.03840387612581253,
0.02524392306804657,
-0.03444930538535118,
0.030838795006275177,
0.006829744670540094,
0.045731108635663986,
0.001196770230308175,
-0.09195905178785324,
0.02537970431149006,
-0.03242601826786995,
0.03340306878089905,
0.0797751247882843,
0.05039704591035843,
0.010152844712138176,
0.040836725383996964,
-0.06188788637518883,
0.049843236804008484,
0.03327349200844765,
-0.00544836837798357,
-0.029058173298835754,
0.006395315285772085,
0.02311290241777897,
0.010708448477089405,
0.02591441385447979,
-0.10778502374887466,
0.023781668394804,
-0.07175206393003464,
0.008849792182445526,
0.023003173992037773,
0.01407859567552805,
0.01522896159440279,
0.04832073673605919,
-0.008229514583945274,
-0.02836238034069538,
-0.04450580105185509,
-0.03271633759140968,
-0.0880860984325409,
0.06474412977695465,
0.05575929954648018,
-0.10492029041051865,
-0.016553765162825584,
0.013804609887301922,
-0.027344271540641785,
0.014172899536788464,
0.04716464877128601,
-0.04235308617353439,
0.04322737827897072,
-0.04971230402588844,
-0.037433091551065445,
-0.010215896181762218,
-0.06422684341669083,
0.07390715181827545,
0.03668611869215965,
0.003941284958273172,
-0.1139911413192749,
0.01168101467192173,
-0.013905651867389679,
-0.018374521285295486,
-0.023823266848921776,
-0.05222989618778229,
-0.010786573402583599,
-0.003778926096856594,
0.07215788960456848,
0.044591400772333145,
-0.028102649375796318,
0.04652900993824005,
0.04461069032549858,
-0.11041415482759476,
-0.05080821365118027,
0.03301934152841568,
0.0027424718718975782,
-0.008419609628617764,
-5.5630082808252594e-33,
0.005507028196007013,
0.06313075125217438,
0.06399960815906525,
-0.04666724056005478,
-0.041602011770009995,
-0.048882950097322464,
0.009325608611106873,
-0.0413106232881546,
-0.04852558299899101,
-0.060059260576963425,
0.044964492321014404,
-0.05414039269089699,
0.02854306623339653,
0.010121991857886314,
-0.06708404421806335,
-0.10012537986040115,
0.055861156433820724,
0.03338514640927315,
-0.008269043639302254,
-0.021475881338119507,
0.01899854466319084,
-0.1468340903520584,
-0.006504864431917667,
0.06709255278110504,
0.09893307834863663,
0.006748675834387541,
-0.009332627058029175,
-0.02913874201476574,
0.03505238890647888,
0.055359289050102234,
0.04380893334746361,
-0.008685369044542313,
-0.027259794995188713,
0.05975811183452606,
-0.014125400222837925,
-0.021732628345489502,
0.008534661494195461,
-0.011174323968589306,
-0.027097104117274284,
-0.01169965323060751,
-0.023573467507958412,
-0.007183231879025698,
-0.07336738705635071,
-0.006403611972928047,
0.04530717805027962,
-0.029701270163059235,
0.09970832616090775,
0.05887457728385925,
0.05884889140725136,
-0.03970962017774582,
0.07019401341676712,
-0.003993241582065821,
-0.010666993446648121,
-0.051371656358242035,
-0.02177469991147518,
0.003281286684796214,
0.01478474959731102,
-0.11509766429662704,
0.08344787359237671,
-0.01782485470175743,
0.02027527429163456,
-0.04171554744243622,
-0.019938945770263672,
0.004503895062953234,
-0.08374671638011932,
-0.02206570841372013,
0.06193297356367111,
-0.007809008471667767,
-0.0453183613717556,
-0.03330453112721443,
-0.02273188717663288,
0.05473341792821884,
-0.06836683303117752,
0.04363701492547989,
-0.06899161636829376,
0.05799678713083267,
0.01003019604831934,
-0.003047248348593712,
0.020321007817983627,
0.017124256119132042,
-0.007421737536787987,
-0.016306674107909203,
-0.03723771125078201,
0.01850941777229309,
0.16439783573150635,
-0.02330910600721836,
0.01708451844751835,
-0.033418767154216766,
-0.09453266859054565,
0.018759092316031456,
-0.03134843334555626,
0.020177112892270088,
0.02274545282125473,
0.03938508406281471,
-0.05654330179095268,
1.693277388169435e-33,
-0.038471519947052,
-0.09146896749734879,
-0.05379832535982132,
0.07131469249725342,
0.03584042936563492,
-0.03780294582247734,
0.04998208209872246,
-0.07421132922172546,
-0.05081560090184212,
0.07694364339113235,
-0.007874077185988426,
0.008963595144450665,
-0.001179186045192182,
0.04969261214137077,
0.06544336676597595,
-0.04715077951550484,
0.11398809403181076,
-0.0009354892536066473,
-0.07509717345237732,
0.028659148141741753,
-0.051211774349212646,
0.08976701647043228,
0.0030344815459102392,
0.10237781703472137,
-0.037249889224767685,
0.08806908130645752,
0.004857615567743778,
-0.019412333145737648,
-0.03163966163992882,
0.03852240368723869,
-0.03430590033531189,
-0.07241019606590271,
-0.12581315636634827,
-0.040091052651405334,
0.02972785197198391,
-0.03700294718146324,
0.014943458139896393,
-0.007712117396295071,
-0.024670949205756187,
0.09174422174692154,
0.07936669886112213,
-0.03555747866630554,
-0.12152804434299469,
0.10225732624530792,
0.00168413866776973,
-0.017351653426885605,
0.07779062539339066,
-0.04178461804986,
-0.08346046507358551,
0.04966409504413605,
0.061941441148519516,
-0.027106361463665962,
-0.08498885482549667,
-0.05692663788795471,
-0.012374116107821465,
-0.010074925608932972,
0.10370795428752899,
0.05162292718887329,
0.026994653046131134,
0.03624323755502701,
0.05709981545805931,
0.045888032764196396,
-0.08467360585927963,
0.01220019906759262,
0.10263551026582718,
-0.09851489216089249,
-0.008886395953595638,
0.048883628100156784,
-0.05056919902563095,
0.07170858979225159,
0.005067338701337576,
0.012666258960962296,
-0.05738569051027298,
-0.033763688057661057,
-0.008035784587264061,
-0.05375250428915024,
0.025270985439419746,
0.009633583016693592,
0.0317360945045948,
0.058462560176849365,
0.08420039713382721,
0.0128651587292552,
-0.01622454635798931,
0.1009124368429184,
0.044378843158483505,
-0.02649088390171528,
0.07713889330625534,
-0.02358526736497879,
-0.0021908795461058617,
-0.02824310213327408,
-0.04199463501572609,
-0.0436246357858181,
0.0561656728386879,
-0.026838472113013268,
-0.07358414679765701,
-2.246595975918808e-8,
0.00024265583488158882,
-0.0474683940410614,
0.12356261163949966,
0.07357953488826752,
0.047683633863925934,
0.132998526096344,
0.022928904742002487,
0.0244454313069582,
0.046480096876621246,
-0.052743200212717056,
0.005233420059084892,
-0.006117990240454674,
0.0047248671762645245,
0.05183269456028938,
0.12202535569667816,
-0.021529290825128555,
-0.045381005853414536,
-0.035091061145067215,
-0.04767833650112152,
-0.053727783262729645,
-0.04980635643005371,
0.10749554634094238,
0.0887884572148323,
0.006060610990971327,
-0.001720692845992744,
0.009736679494380951,
-0.02794465981423855,
0.04281960800290108,
0.07077082246541977,
-0.004342932719737291,
-0.04071331396698952,
-0.031105391681194305,
-0.016866488382220268,
-0.027169309556484222,
0.11461929231882095,
0.00917392410337925,
-0.035415422171354294,
-0.011978360824286938,
0.044587016105651855,
0.02098733000457287,
-0.025579050183296204,
0.02212691493332386,
-0.00450239609926939,
0.10152388364076614,
0.03632868826389313,
-0.02965472638607025,
-0.07867223024368286,
-0.009794764220714569,
0.04148528724908829,
0.01877770386636257,
-0.02315296232700348,
-0.08475129306316376,
0.05392695218324661,
0.0945185199379921,
0.03249850496649742,
0.05507766827940941,
-0.00880374014377594,
-0.10040172934532166,
0.05854437127709389,
0.03434392437338829,
-0.03433602303266525,
-0.03165803104639053,
-0.024062490090727806,
-0.03503279760479927
] | p | So we will do that soon. | [
"blog",
"blog/fast-embed-models"
] | 16,027 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(41) | [
0.0018755340715870261,
0.008579431101679802,
0.027306009083986282,
-0.036490548402071,
-0.002926337532699108,
-0.008607165887951851,
0.015563408844172955,
-0.040187012404203415,
-0.04272869974374771,
-0.008905093185603619,
-0.027431389316916466,
0.0776323527097702,
0.012262138538062572,
-0.03422245755791664,
-0.011166505515575409,
-0.016679443418979645,
0.06475359201431274,
-0.03782975301146507,
0.0037457547150552273,
0.12999814748764038,
0.03512944281101227,
0.0948832631111145,
-0.0035005623940378428,
0.08132562786340714,
0.003230129834264517,
-0.009458648040890694,
-0.02857799082994461,
-0.0025784235913306475,
0.008195513859391212,
0.0032034695614129305,
-0.036464180797338486,
-0.04831826686859131,
0.020516496151685715,
0.11178791522979736,
0.007037055213004351,
0.021659664809703827,
0.09796441346406937,
-0.04063200205564499,
0.011256135068833828,
-0.02056596428155899,
0.05800655484199524,
-0.11784397810697556,
-0.04695013165473938,
0.05466492474079132,
0.0061874184757471085,
0.030466916039586067,
0.0069089848548173904,
-0.037094682455062866,
0.015061176382005215,
-0.06756334751844406,
-0.023603219538927078,
0.07058371603488922,
0.03131195902824402,
-0.09790563583374023,
0.02827531099319458,
0.04046950861811638,
0.03774045780301094,
0.04141004756093025,
-0.029414091259241104,
-0.011729934252798557,
-0.14307965338230133,
-0.008565979078412056,
0.02810950018465519,
0.04231710731983185,
0.016478396952152252,
-0.0006575934821739793,
-0.024886295199394226,
0.02832173928618431,
-0.02828119322657585,
0.05899927020072937,
-0.04289283603429794,
0.06398621946573257,
0.07055444270372391,
0.06947077065706253,
-0.03173248469829559,
-0.05798957869410515,
-0.011047245934605598,
0.050599124282598495,
0.06966537237167358,
0.011211522854864597,
0.03332391008734703,
-0.07356588542461395,
-0.06285779923200607,
-0.025677833706140518,
-0.028882090002298355,
-0.038012340664863586,
-0.029401790350675583,
-0.026605777442455292,
0.03556322306394577,
-0.04743162542581558,
-0.0788571834564209,
-0.018675928935408592,
0.08960017561912537,
0.04735933616757393,
-0.06563431024551392,
0.027258966118097305,
-0.024466169998049736,
-0.01887836679816246,
0.012656359001994133,
0.059943925589323044,
-0.029645323753356934,
0.012282473966479301,
-0.016618555411696434,
-0.01282380148768425,
-0.04674297571182251,
-0.05790617689490318,
0.03797914832830429,
0.02447887323796749,
-0.002908359980210662,
-0.015154579654335976,
0.0354633666574955,
-0.04279160127043724,
-0.04772564768791199,
0.033682312816381454,
0.05087314173579216,
0.035010918974876404,
0.012884688563644886,
0.005950862541794777,
0.014856554567813873,
0.01648618094623089,
-0.004265447612851858,
0.025485219433903694,
-0.0969361737370491,
-0.020059553906321526,
0.03697522357106209,
-0.06792765855789185,
0.017990127205848694,
-6.891252612407134e-33,
-0.03981253132224083,
0.017863182350993156,
0.03673744946718216,
0.0632704496383667,
-0.08302855491638184,
0.04222078621387482,
-0.01581508293747902,
0.021712185814976692,
0.02842443622648716,
0.03418726101517677,
0.05394170060753822,
-0.00396795803681016,
0.08020349591970444,
0.07638981193304062,
0.01629837602376938,
0.011794342659413815,
-0.10928475111722946,
0.02630401961505413,
0.047596558928489685,
-0.016020504757761955,
0.047798845916986465,
0.02975025586783886,
0.04684002697467804,
0.03446825221180916,
0.039860304445028305,
0.034652672708034515,
-0.0023933027405291796,
-0.0840013176202774,
0.06715307384729385,
0.0020728507079184055,
0.02838193252682686,
0.011734611354768276,
-0.03720182180404663,
-0.07426346093416214,
0.005333770532160997,
-0.005845631938427687,
0.052710846066474915,
0.056116972118616104,
-0.018337929621338844,
-0.012203424237668514,
-0.041074592620134354,
0.035364557057619095,
0.03141211345791817,
0.03719542920589447,
-0.032616376876831055,
0.014930577017366886,
-0.014463763684034348,
0.0572391077876091,
0.0034172290470451117,
0.03194615989923477,
-0.051731761544942856,
0.051984284073114395,
0.0404953733086586,
-0.012639717198908329,
-0.030202394351363182,
-0.08340854197740555,
0.05361773446202278,
-0.006899552885442972,
-0.10249800235033035,
-0.09707822650671005,
-0.04119511693716049,
0.02573174238204956,
-0.08478190749883652,
0.07582128047943115,
-0.09035869687795639,
-0.020154062658548355,
-0.02500121109187603,
0.030899273231625557,
-0.002104174578562379,
-0.06956866383552551,
0.03300898149609566,
-0.0044816844165325165,
-0.08250931650400162,
0.015363565646111965,
-0.0021077748388051987,
0.04777700826525688,
0.0882141962647438,
-0.06602801382541656,
0.050052206963300705,
-0.07191933691501617,
0.018414657562971115,
-0.02495948225259781,
0.013542062602937222,
-0.08044945448637009,
0.14339613914489746,
0.03293505311012268,
0.11889386177062988,
-0.057601843029260635,
0.07713961601257324,
0.05277756601572037,
-0.028339657932519913,
0.002618335885927081,
0.009847952984273434,
0.13342946767807007,
-0.11245452612638474,
3.758069398574269e-33,
0.002009699121117592,
-0.0005097757093608379,
-0.001833988237194717,
0.0030340650118887424,
0.05073743686079979,
0.005915753077715635,
0.004403508268296719,
-0.0652955174446106,
-0.05566028133034706,
0.03125378489494324,
0.007434704806655645,
0.014009431004524231,
0.04549054428935051,
0.08371943235397339,
-0.04876941442489624,
-0.0630241334438324,
-0.0006008881027810276,
-0.007671262137591839,
-0.004800084978342056,
0.03008466772735119,
0.029476745054125786,
0.13030469417572021,
-0.013242170214653015,
0.09062826633453369,
-0.08278996497392654,
-0.010874946601688862,
-0.01354808360338211,
0.019829506054520607,
0.015059525147080421,
-0.09624823182821274,
-0.01855882629752159,
-0.05568139627575874,
-0.07631565630435944,
-0.03314216807484627,
-0.004668170120567083,
0.021697446703910828,
0.00042733526788651943,
-0.13111689686775208,
-0.05964341387152672,
0.1021842285990715,
-0.011075462214648724,
-0.0853717252612114,
-0.1135726347565651,
-0.031182486563920975,
-0.0674690380692482,
-0.028716163709759712,
0.032932087779045105,
0.06235803663730621,
-0.11634549498558044,
0.021893925964832306,
-0.047676071524620056,
-0.0196545347571373,
-0.015381446108222008,
0.022680234163999557,
-0.009129442274570465,
0.03968511521816254,
0.007713026367127895,
-0.04983287304639816,
0.015404640696942806,
0.09031523764133453,
0.022675255313515663,
0.025639988481998444,
-0.03700358048081398,
-0.0163924228399992,
0.03703157603740692,
-0.06227806583046913,
-0.0016804123297333717,
0.10914262384176254,
0.06264343857765198,
0.09193673729896545,
0.01574106514453888,
-0.009939939714968204,
-0.116126649081707,
-0.0449879951775074,
-0.07850000262260437,
0.002024187473580241,
0.029718393459916115,
0.029305465519428253,
0.03606857359409332,
-0.0035532410256564617,
0.023862726986408234,
-0.053135644644498825,
-0.012417643330991268,
-0.06020374968647957,
0.015835143625736237,
0.0401330292224884,
0.055750612169504166,
-0.0625719428062439,
0.019749412313103676,
0.01067270990461111,
-0.05915484204888344,
-0.015757404267787933,
0.008913356810808182,
-0.0007492536096833646,
-0.05149903893470764,
-3.050559271855491e-8,
-0.029221421107649803,
-0.0008410419104620814,
0.026182904839515686,
0.10814015567302704,
0.01778545416891575,
-0.014521577395498753,
-0.05162101611495018,
-0.020428717136383057,
0.012824236415326595,
-0.0766834169626236,
0.03372161090373993,
-0.05359185114502907,
0.10644165426492691,
-0.048014089465141296,
0.08605387806892395,
0.07595158368349075,
-0.01610824093222618,
0.03562133014202118,
-0.08244901895523071,
0.02676699496805668,
-0.03774461895227432,
0.017425427213311195,
-0.05673760920763016,
-0.022262807935476303,
-0.043335750699043274,
0.010690855793654919,
-0.03456814959645271,
0.022916357964277267,
0.00215707765892148,
0.07351511716842651,
-0.050950538367033005,
0.020912664011120796,
-0.12363658845424652,
-0.04139057546854019,
-0.025112496688961983,
-0.027391767129302025,
-0.06329842656850815,
0.037864308804273605,
0.06171683594584465,
-0.022439556196331978,
-0.07840029150247574,
0.027359064668416977,
-0.00599670922383666,
0.10824759304523468,
-0.03327730670571327,
0.019416004419326782,
-0.0740661546587944,
0.011451726779341698,
0.09727709740400314,
-0.023454679176211357,
-0.04025215283036232,
-0.015433961525559425,
-0.0369206964969635,
0.01276590209454298,
0.1164754331111908,
0.053430382162332535,
-0.004560018889605999,
0.025388140231370926,
-0.11092029511928558,
0.023258866742253304,
0.011784152127802372,
-0.04010051116347313,
-0.06074901297688484,
0.07589490711688995
] | p | And the next thing is, as I called out, we always want to take performance as a first class citizen. | [
"blog",
"blog/fast-embed-models"
] | 16,028 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(41) | [
-0.03496425598859787,
-0.1367575079202652,
-0.030058708041906357,
0.00044436962343752384,
0.09189970791339874,
0.04699027165770531,
-0.16002056002616882,
-0.04758692532777786,
0.04068968817591667,
-0.024841193109750748,
-0.014619462192058563,
0.08980031311511993,
0.025155404582619667,
0.032860059291124344,
0.0023524321150034666,
-0.0023635108955204487,
0.06422512978315353,
0.10430414229631424,
-0.02976466342806816,
0.0396936796605587,
0.05776146426796913,
-0.011181997135281563,
-0.024421270936727524,
-0.12498047202825546,
-0.010661119595170021,
-0.07038930058479309,
-0.022340433672070503,
0.08261944353580475,
0.06209438294172287,
-0.042863573879003525,
0.032745327800512314,
-0.028845857828855515,
-0.07029218971729279,
0.011659053154289722,
0.0020893618930131197,
0.056194666773080826,
-0.04127427190542221,
-0.024680694565176964,
-0.09564805775880814,
-0.052962057292461395,
0.07710675150156021,
-0.016724776476621628,
-0.06498485803604126,
0.0032047987915575504,
0.008286278694868088,
-0.007552208844572306,
0.009670182131230831,
-0.02888672985136509,
-0.07080305367708206,
0.023311680182814598,
-0.030818097293376923,
-0.03163554146885872,
-0.08524048328399658,
0.05324595794081688,
-0.07206355780363083,
-0.008492187596857548,
0.003004699945449829,
0.0410042367875576,
-0.019412340596318245,
0.050971467047929764,
-0.018493974581360817,
0.0024779110681265593,
0.10168799757957458,
0.05981900915503502,
0.05599227175116539,
0.01796494983136654,
-0.02523171529173851,
0.06056547537446022,
0.008556302636861801,
-0.02170850709080696,
-0.0509929284453392,
0.026937827467918396,
-0.10358694195747375,
-0.06591031700372696,
0.028036348521709442,
0.05508119612932205,
-0.010253454558551311,
-0.02033407799899578,
0.08054707199335098,
-0.04520321264863014,
0.09419599175453186,
-0.027146581560373306,
0.07459451258182526,
-0.07504425942897797,
0.04275701940059662,
0.03395611420273781,
0.02717951498925686,
-0.046779971569776535,
0.009446525946259499,
-0.016433969140052795,
-0.01029505766928196,
-0.07258524000644684,
0.11364182829856873,
0.04447115957736969,
-0.03825724124908447,
-0.04242502897977829,
0.018809398636221886,
0.04092641547322273,
-0.01475380826741457,
-0.013534998521208763,
-0.007129346951842308,
0.010611302219331264,
0.05732600763440132,
0.011699259281158447,
-0.00657797884196043,
-0.10950730741024017,
0.014855482615530491,
0.08172924816608429,
-0.05043070763349533,
-0.04341612756252289,
-0.03516298159956932,
0.023851271718740463,
0.00032415526220574975,
-0.04325391724705696,
-0.02096589095890522,
-0.0627111867070198,
-0.04448872432112694,
-0.04650918021798134,
0.04123913496732712,
-0.021765444427728653,
-0.03773483261466026,
0.06991191953420639,
0.027379579842090607,
-0.04918250814080238,
0.05946376547217369,
-0.002120491350069642,
-0.0474698506295681,
2.2158369733427518e-33,
0.02335445024073124,
-0.05568365752696991,
-0.011104402132332325,
0.010910448618233204,
0.049562424421310425,
-0.04095219075679779,
-0.028182271867990494,
0.039930395781993866,
-0.025340663269162178,
0.019821634516119957,
0.04992849752306938,
0.04039556160569191,
0.017666233703494072,
0.06877327710390091,
0.0695890337228775,
-0.012453433126211166,
-0.05821966752409935,
0.015469732694327831,
0.08137845247983932,
0.03083263523876667,
-0.03679158538579941,
-0.009503619745373726,
-0.020258456468582153,
-0.015506885945796967,
-0.031863994896411896,
0.07166486233472824,
0.011435274966061115,
3.93283130506461e-7,
-0.035221148282289505,
0.003602531971409917,
-0.06753911077976227,
-0.061567097902297974,
-0.05884843319654465,
-0.028952741995453835,
0.06848536431789398,
-0.03656972199678421,
0.032857779413461685,
-0.012074103578925133,
-0.04628055542707443,
-0.06425859034061432,
0.029187874868512154,
-0.060295507311820984,
-0.014095962978899479,
0.007697562221437693,
-0.048918090760707855,
-0.001062384806573391,
0.05645620822906494,
0.009907464496791363,
-0.04326809570193291,
-0.04634850472211838,
0.0914153903722763,
0.055056892335414886,
-0.05574938282370567,
-0.06760921329259872,
0.028857307508587837,
-0.06856715679168701,
-0.02745634689927101,
0.034589000046253204,
0.06114725023508072,
-0.06619475781917572,
-0.06931203603744507,
-0.07638318836688995,
0.017039375379681587,
0.005242303013801575,
-0.0031612927559763193,
0.07613927870988846,
0.0034299164544790983,
-0.08175031840801239,
-0.039153803139925,
-0.01618853397667408,
-0.0009176288731396198,
0.02570965141057968,
0.026143785566091537,
-0.013430111110210419,
-0.11726239323616028,
-0.01465650089085102,
-0.11613640189170837,
-0.006117217242717743,
0.07199219614267349,
0.07159395515918732,
0.02131263166666031,
-0.051610950380563736,
-0.09270263463258743,
0.029380014166235924,
-0.035518016666173935,
-0.13472990691661835,
0.027585461735725403,
-0.00966474786400795,
0.0033728100825101137,
-0.03486526384949684,
0.047084495425224304,
-0.007737918756902218,
0.01157349906861782,
0.012824412435293198,
0.09777186065912247,
-3.7719846802941126e-33,
-0.01683601178228855,
-0.06924470514059067,
-0.05009525641798973,
0.09886624664068222,
0.029973195865750313,
0.07862986624240875,
0.051715876907110214,
0.09101037681102753,
-0.019139962270855904,
-0.04517809674143791,
-0.05433497577905655,
-0.036067333072423935,
-0.030112585052847862,
-0.03224239870905876,
-0.044497620314359665,
0.006117088254541159,
-0.10261885821819305,
-0.008489442989230156,
-0.06142660230398178,
0.08789104968309402,
-0.030449293553829193,
-0.02314814180135727,
-0.060481488704681396,
0.1101447120308876,
0.11620354652404785,
0.1264125108718872,
-0.0026928833685815334,
0.017503894865512848,
0.0033939562272280455,
-0.017450759187340736,
-0.022655386477708817,
-0.07466278970241547,
-0.09004423022270203,
-0.06723219156265259,
-0.0222295131534338,
0.041715897619724274,
0.03367028012871742,
0.03840893134474754,
-0.04177532717585564,
-0.04362928867340088,
0.08737824857234955,
0.01375188585370779,
-0.08116753399372101,
0.05898579582571983,
0.05699281021952629,
-0.0006476446869783103,
-0.07067431509494781,
-0.07231695204973221,
0.047610290348529816,
-0.010022714734077454,
-0.026553111150860786,
-0.019043399021029472,
0.027161957696080208,
-0.10299419611692429,
0.054006949067115784,
-0.03939981386065483,
-0.0023764027282595634,
-0.03629624471068382,
0.0178083423525095,
0.024328365921974182,
0.020232178270816803,
-0.0989401638507843,
0.018419506028294563,
-0.035061635076999664,
0.010312534868717194,
-0.024741414934396744,
-0.011621130630373955,
0.03435850888490677,
-0.09037088602781296,
-0.002028798684477806,
0.06118304282426834,
-0.01850786805152893,
0.013559366576373577,
-0.025631658732891083,
0.04128523916006088,
-0.08658158779144287,
0.10863654315471649,
0.0261115413159132,
0.029164232313632965,
-0.0667477622628212,
0.025840312242507935,
-0.00037528786924667656,
0.035222187638282776,
-0.0015712246531620622,
0.10792500525712967,
0.02085733599960804,
0.03739050403237343,
0.03547707945108414,
-0.01658938080072403,
-0.05203402414917946,
-0.026444731280207634,
0.056243013590574265,
0.010803372599184513,
0.0694412812590599,
-0.013074871152639389,
-3.288295502557048e-8,
-0.030533231794834137,
0.008265319280326366,
0.06862594932317734,
0.00564724113792181,
-0.09047656506299973,
-0.022200217470526695,
-0.011102301999926567,
0.020217930898070335,
0.021250516176223755,
0.02036348357796669,
0.027276331558823586,
0.017164554446935654,
0.021778950467705727,
0.04828424006700516,
0.02797124534845352,
0.04419302940368652,
0.038700226694345474,
0.024108491837978363,
0.01782933995127678,
-0.05565034970641136,
-0.06423819065093994,
0.10283000767230988,
0.06003446877002716,
-0.03299817070364952,
0.010004635900259018,
0.025563111528754234,
0.0037596162874251604,
-0.014837258495390415,
0.06778691709041595,
-0.011225424706935883,
-0.09093618392944336,
0.05159112811088562,
0.026875078678131104,
0.03285621106624603,
-0.03088798001408577,
-0.022342557087540627,
-0.033814333379268646,
0.004039717372506857,
-0.052189651876688004,
-0.04500070586800575,
0.040792372077703476,
0.014213708229362965,
-0.03406764194369316,
-0.05054815486073494,
0.06677254289388657,
0.029809115454554558,
0.05036095902323723,
0.0012724297121167183,
-0.010140594094991684,
0.13238680362701416,
-0.09760529547929764,
0.0011888989247381687,
-0.10964060574769974,
0.02523975446820259,
0.03434097766876221,
0.009926660917699337,
0.041730497032403946,
-0.02042042650282383,
0.034774746745824814,
0.035481154918670654,
-0.021634899079799652,
-0.03513118252158165,
0.035316407680511475,
0.020683033391833305
] | p | So we are looking at how we can allow you to change or adapt frozen Embeddings, let’s say open a Embedding or any other model to your specific domain. | [
"blog",
"blog/fast-embed-models"
] | 16,029 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(41) | [
0.002117126015946269,
-0.06300453096628189,
-0.018712013959884644,
0.040156133472919464,
0.06415846943855286,
0.015871314331889153,
-0.09977199137210846,
-0.022320766001939774,
0.012012611143290997,
-0.05710599198937416,
0.061872366815805435,
0.06100727990269661,
-0.0521533340215683,
0.0230732262134552,
-0.025336120277643204,
0.03623318672180176,
0.12867948412895203,
0.057129550725221634,
0.06536626070737839,
0.021327314898371696,
-0.057975586503744125,
-0.037454381585121155,
0.06664469093084335,
-0.08662042021751404,
0.02693396620452404,
-0.07134464383125305,
-0.05827726423740387,
0.055576760321855545,
0.0371275320649147,
-0.04132719337940216,
0.1001255065202713,
-0.02107641100883484,
-0.0712936595082283,
0.017570897936820984,
0.01688813976943493,
0.09359761327505112,
0.021025117486715317,
0.00795731320977211,
-0.05035513639450073,
0.001588416169397533,
0.05731343477964401,
0.07720369845628738,
-0.007004848215728998,
0.007095206528902054,
-0.05380667746067047,
-0.06553681194782257,
0.016382062807679176,
-0.11794432997703552,
-0.0166829414665699,
0.020094219595193863,
-0.027206186205148697,
-0.038055118173360825,
-0.06315852701663971,
-0.042034443467855453,
0.05318544805049896,
0.021893931552767754,
-0.024416692554950714,
0.03169090673327446,
0.030348338186740875,
0.05553484335541725,
-0.008827656507492065,
0.02059241198003292,
0.0793612003326416,
0.005599853117018938,
0.03180139884352684,
0.02239857241511345,
-0.03733553737401962,
0.015953131020069122,
0.006740783806890249,
0.0061706858687102795,
-0.04234574735164642,
0.03531113639473915,
-0.06664401292800903,
0.009841356426477432,
-0.034099429845809937,
-0.03334628790616989,
-0.03411433473229408,
0.03873665630817413,
-0.00947167631238699,
-0.11925365030765533,
0.01747763529419899,
0.007126680109649897,
0.026951570063829422,
0.0046743713319301605,
0.09420265257358551,
0.0780351459980011,
0.004123772494494915,
-0.03383409604430199,
-0.01271196361631155,
0.017007989808917046,
0.09280257672071457,
-0.07063889503479004,
0.07782084494829178,
-0.0156540647149086,
0.05865170434117317,
-0.022569874301552773,
-0.012352213263511658,
0.0044547878205776215,
-0.05319817736744881,
0.008442189544439316,
-0.015108407475054264,
-0.005381176248192787,
0.003470750292763114,
0.06718697398900986,
0.03770706057548523,
-0.011366334743797779,
0.028357019647955894,
0.026509838178753853,
-0.093963123857975,
0.04260961711406708,
-0.03922222927212715,
0.015350707806646824,
0.017477577552199364,
0.0034881695173680782,
-0.02850251831114292,
-0.04179459810256958,
-0.008539634756743908,
-0.03299957886338234,
0.03407493606209755,
0.07846119999885559,
-0.051761552691459656,
0.04648412764072418,
0.020554184913635254,
0.0176362544298172,
0.07225535809993744,
-0.0032198757398873568,
-0.005143240559846163,
-1.2846805109404003e-33,
0.019546354189515114,
-0.12012842297554016,
-0.050183601677417755,
-0.05528626590967178,
0.02604621835052967,
-0.03700799494981766,
-0.024950934574007988,
0.10550376027822495,
-0.05859580263495445,
-0.0025169632863253355,
-0.006302262656390667,
-0.05457606911659241,
-0.024440912529826164,
0.10413515567779541,
0.0048581757582724094,
-0.0460180938243866,
-0.03367500752210617,
0.0357673317193985,
-0.03625783324241638,
-0.03883698210120201,
-0.04850916191935539,
-0.022314993664622307,
-0.04901362210512161,
-0.06361967325210571,
-0.023735731840133667,
-0.014803913421928883,
0.07288867980241776,
0.0044882576912641525,
0.003844350576400757,
0.03572985902428627,
-0.16996067762374878,
-0.07442991435527802,
0.059691671282052994,
-0.006306738127022982,
-0.030146582052111626,
-0.00572919100522995,
-0.03606734052300453,
0.012373493053019047,
-0.05963953956961632,
0.012683895416557789,
0.01146320067346096,
-0.06302942335605621,
-0.04139331728219986,
-0.06971091032028198,
-0.09809111058712006,
0.01637355610728264,
-0.00034231736208312213,
0.07839755713939667,
0.00971475150436163,
0.013479967601597309,
0.04043237492442131,
0.06545887142419815,
0.019339052960276604,
0.0015491154044866562,
0.0064154150895774364,
-0.08007778227329254,
-0.02691461518406868,
0.04272642359137535,
0.07638146728277206,
0.0327906534075737,
-0.06554441899061203,
0.07072845101356506,
-0.03047650307416916,
0.033379316329956055,
-0.008816665038466454,
-0.0028207250870764256,
0.08704904466867447,
0.040695205330848694,
0.031745608896017075,
-0.005882260389626026,
-0.03579092025756836,
-0.011413213796913624,
-0.0073036751709878445,
-0.055774979293346405,
0.05013030022382736,
-0.07113184779882431,
-0.05635615810751915,
-0.03156864270567894,
0.04196121171116829,
-0.01939336024224758,
-0.052071042358875275,
-0.047825660556554794,
-0.003652276936918497,
-0.009498599916696548,
0.06494295597076416,
-0.13023117184638977,
0.002034333534538746,
-0.07539943605661392,
0.025119123980402946,
-0.05123164877295494,
0.04850275069475174,
-0.03931980952620506,
-0.04547020047903061,
0.051157332956790924,
0.007718398701399565,
8.628142310360014e-34,
0.11303459852933884,
-0.08111831545829773,
0.05930329114198685,
0.07963818311691284,
0.024122318252921104,
0.11736077815294266,
-0.0004598117375280708,
-0.03134786710143089,
-0.019014477729797363,
0.06613572686910629,
-0.027640433982014656,
-0.006636945530772209,
-0.04517033323645592,
-0.06092387065291405,
0.09927306324243546,
0.02210380509495735,
-0.0819164291024208,
-0.06134335696697235,
-0.009876308962702751,
-0.00101495161652565,
-0.03242292255163193,
0.011800944805145264,
0.022147761657834053,
0.05544633790850639,
0.05126550793647766,
0.044171400368213654,
0.04073088988661766,
0.017885655164718628,
-0.050769537687301636,
-0.00447856867685914,
-0.04863467440009117,
0.033453721553087234,
-0.11294123530387878,
-0.15094925463199615,
0.011290649883449078,
0.02248644083738327,
-0.004727418068796396,
0.04940624535083771,
-0.018993444740772247,
-0.03462829440832138,
0.07837534695863724,
-0.008594700135290623,
-0.08488629758358002,
0.0580289289355278,
-0.03770340606570244,
0.040582314133644104,
-0.006139728240668774,
-0.017410555854439735,
0.0644097775220871,
0.08105054497718811,
0.014348212629556656,
-0.03206124156713486,
0.07679444551467896,
0.021584924310445786,
0.060368623584508896,
0.04087800532579422,
-0.05989561975002289,
-0.05369006097316742,
-0.05642544478178024,
0.05531598627567291,
0.029435599222779274,
-0.09984859079122543,
-0.02519148774445057,
-0.06423123925924301,
0.06328101456165314,
-0.04643372446298599,
0.01997341588139534,
0.03262873739004135,
-0.0950261652469635,
0.021193852648139,
0.003738116007298231,
0.012720132246613503,
0.02552904561161995,
-0.018575016409158707,
0.0367438904941082,
-0.011261338368058205,
0.14355464279651642,
-0.01719817891716957,
0.05535712093114853,
-0.022450966760516167,
0.04065019264817238,
0.02382138930261135,
0.024853818118572235,
-0.08263237774372101,
-0.031479306519031525,
-0.006296694278717041,
-0.10910562425851822,
0.04325604811310768,
0.04859717935323715,
0.013034638948738575,
0.03794410824775696,
0.052243880927562714,
0.046123214066028595,
0.10041175782680511,
-0.03311872109770775,
-3.72104267398754e-8,
-0.0424773171544075,
0.05068835988640785,
0.040843699127435684,
-0.00020532077178359032,
-0.05476633459329605,
-0.0026082866825163364,
0.017777608707547188,
0.15185977518558502,
-0.020872408524155617,
0.02926553599536419,
0.0706058219075203,
-0.07300635427236557,
-0.026906613260507584,
0.04213795065879822,
-0.03663649037480354,
-0.05832831189036369,
0.017581267282366753,
-0.014723395928740501,
-0.016435133293271065,
-0.036508455872535706,
-0.008081878535449505,
0.07919707149267197,
0.0631110742688179,
-0.02676801197230816,
-0.08412101119756699,
-0.031157102435827255,
-0.04527321457862854,
0.041433125734329224,
0.03968175873160362,
-0.02302594669163227,
-0.09255944192409515,
0.04444357007741928,
-0.0705147311091423,
0.04561763256788254,
-0.05928976088762283,
0.03582886978983879,
-0.041029687970876694,
0.030054930597543716,
-0.004132587928324938,
0.015451261773705482,
0.023364296182990074,
0.012355335056781769,
0.05313856899738312,
-0.07473984360694885,
-0.02567414566874504,
0.020953362807631493,
0.005477979313582182,
-0.003308651503175497,
-0.01655600033700466,
0.023549385368824005,
-0.06692832708358765,
-0.005562953185290098,
-0.03199387714266777,
0.050658054649829865,
0.04847854748368263,
0.03191487863659859,
0.0633317083120346,
-0.10102302581071854,
0.016927700489759445,
0.006408626679331064,
-0.03625302389264107,
-0.04225277900695801,
0.09939068555831909,
0.062123119831085205
] | p | So maybe a separate toolkit within Fast Embed which is optional and not a part of the default path, because this is not something which you will use all the time. | [
"blog",
"blog/fast-embed-models"
] | 16,030 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(42) | [
-0.07068775594234467,
0.10394103825092316,
-0.032273970544338226,
0.008267688564956188,
-0.04559528827667236,
-0.0004329704097472131,
0.04587487131357193,
-0.041867148131132126,
0.000811785866972059,
-0.06371096521615982,
0.04983411356806755,
-0.18026813864707947,
-0.018794164061546326,
-0.039112940430641174,
0.00018304963305126876,
-0.08386178314685822,
-0.027695834636688232,
0.026668086647987366,
-0.010040225461125374,
-0.10622676461935043,
-0.099820576608181,
0.0040987590327858925,
-0.024684645235538483,
-0.053897786885499954,
-0.027138832956552505,
-0.0014770107809454203,
0.04932659864425659,
-0.021017003804445267,
0.06485504657030106,
-0.056955114006996155,
0.02565472573041916,
0.050222381949424744,
-0.055834244936704636,
0.006442325655370951,
0.024624360725283623,
0.010866050608456135,
-0.11144094914197922,
0.06123407930135727,
0.058808885514736176,
-0.016405116766691208,
0.029392285272479057,
-0.0977497398853302,
-0.00015348783927038312,
-0.051837675273418427,
0.03870869800448418,
-0.011100987903773785,
-0.05021699517965317,
0.03524097427725792,
-0.06421039253473282,
0.03628423064947128,
-0.12701556086540222,
-0.014285646378993988,
0.04741724207997322,
-0.030110830441117287,
0.12650896608829498,
-0.11083002388477325,
-0.03181149810552597,
-0.054958559572696686,
0.02013329230248928,
0.04824584349989891,
0.08594918251037598,
0.02103479951620102,
-0.055323660373687744,
0.002080952050164342,
-0.023726485669612885,
-0.04035935923457146,
0.007595332805067301,
-0.049308665096759796,
-0.0022003387566655874,
0.023260854184627533,
0.050495658069849014,
-0.01366446539759636,
0.001573912682943046,
0.015814168378710747,
-0.017103558406233788,
-0.07771310210227966,
-0.012339871376752853,
-0.004139802418649197,
-0.02992989309132099,
-0.015274051576852798,
0.06513717770576477,
0.056913528591394424,
0.007358583156019449,
-0.03506247326731682,
0.0008929661707952619,
-0.07185610383749008,
0.02243306301534176,
0.002056086203083396,
-0.019975455477833748,
0.004933557473123074,
0.04855538532137871,
0.0818604826927185,
-0.08270714432001114,
-0.02287595346570015,
-0.005614920053631067,
-0.07434341311454773,
-0.05708927661180496,
-0.0273688193410635,
-0.056723564863204956,
0.09749575704336166,
-0.02480403147637844,
0.039316464215517044,
-0.0024050783831626177,
0.1016547828912735,
-0.13643276691436768,
-0.046753089874982834,
-0.041039686650037766,
-0.06982844322919846,
-0.007715950254350901,
0.03550608828663826,
-0.021551549434661865,
-0.03815723955631256,
-0.10206186026334763,
-0.05955369025468826,
0.03969781845808029,
0.045870136469602585,
0.01739412732422352,
-0.011080645024776459,
-0.028875986114144325,
0.015031000599265099,
-0.012232995592057705,
0.0042800516821444035,
-0.09139235317707062,
0.015455805696547031,
-0.0563923716545105,
0.00544072687625885,
0.05155967175960541,
-5.820976852762445e-34,
-0.04166588932275772,
0.013514574617147446,
0.0006108566303737462,
0.021234335377812386,
0.020014658570289612,
-0.1131228655576706,
-0.08195053040981293,
-0.07391707599163055,
-0.03752712905406952,
-0.07056131213903427,
0.09279415011405945,
-0.025820063427090645,
-0.05103582516312599,
-0.03303706273436546,
0.03623439744114876,
0.05275561287999153,
-0.006699723657220602,
-0.00992574729025364,
0.029194412752985954,
0.021893702447414398,
0.06431981921195984,
0.006571618840098381,
-0.01311112754046917,
0.006589963566511869,
0.03745206445455551,
0.005738172680139542,
0.1107761412858963,
-0.029643936082720757,
0.04679110646247864,
0.0031198947690427303,
0.11188853532075882,
-0.038264255970716476,
-0.025741029530763626,
-0.026690183207392693,
-0.03333727642893791,
0.00956655666232109,
-0.012149951420724392,
-0.01647823676466942,
-0.049891144037246704,
-0.03596041351556778,
-0.07448608428239822,
0.03711322695016861,
0.06959652900695801,
-0.021047264337539673,
-0.05245525389909744,
0.0397026501595974,
0.04060634225606918,
0.000622553110588342,
0.11922502517700195,
-0.022605204954743385,
-0.010133876465260983,
0.0290971826761961,
-0.030443435534834862,
0.011534971185028553,
0.03423738852143288,
0.07074528932571411,
0.025608766824007034,
-0.011826049536466599,
0.02436809055507183,
-0.02699776366353035,
-0.04960807040333748,
-0.07658786326646805,
-0.06206924095749855,
-0.004235155880451202,
0.006675313226878643,
-0.02995873987674713,
-0.01918862573802471,
-0.057671014219522476,
0.0640057623386383,
-0.005079754628241062,
-0.09377079457044601,
0.024907222017645836,
0.01504012756049633,
0.021807892248034477,
-0.06859384477138519,
0.013223842717707157,
0.023214593529701233,
0.06807181239128113,
-0.034662339836359024,
0.08211280405521393,
-0.034077342599630356,
0.12938563525676727,
0.05578674003481865,
-0.06000180169939995,
0.056992463767528534,
-0.02903018519282341,
-0.04511989280581474,
0.019331488758325577,
0.027741631492972374,
-0.004302895627915859,
-0.011466762982308865,
0.026648476719856262,
0.013622675091028214,
-0.010173131711781025,
-0.0038356445729732513,
-2.0472517979806426e-33,
0.08065681159496307,
-0.016770852729678154,
-0.03447897359728813,
0.0472111701965332,
0.028989393264055252,
0.06383007764816284,
0.007946689613163471,
0.0593193918466568,
0.03551793470978737,
0.0535566508769989,
0.0226060152053833,
0.0608404278755188,
0.07048070430755615,
0.07261376082897186,
0.03326888754963875,
0.0067984722554683685,
0.07568950206041336,
0.09278085827827454,
-0.06134680658578873,
-0.028954017907381058,
-0.039069272577762604,
0.06460077315568924,
-0.03899623826146126,
-0.0639052465558052,
-0.03902856633067131,
0.06075809895992279,
-0.00287012942135334,
0.021769873797893524,
-0.15225118398666382,
-0.020739758387207985,
0.015766600146889687,
-0.09263232350349426,
-0.11146822571754456,
0.015105975791811943,
0.016986340284347534,
-0.03377431631088257,
0.05593981221318245,
0.05165562033653259,
-0.08589161187410355,
0.10529367625713348,
0.01635226607322693,
0.11517208814620972,
0.04698754847049713,
0.04921049252152443,
-0.0446074940264225,
-0.05599527060985565,
-0.005142670124769211,
0.03745724633336067,
-0.024698061868548393,
-0.03633743152022362,
0.061830732971429825,
0.06906186044216156,
-0.01641569472849369,
-0.041297659277915955,
0.05945596098899841,
0.06623156368732452,
0.03618892654776573,
0.02242373302578926,
0.010248703882098198,
-0.015547323040664196,
-0.031165987253189087,
0.014842984266579151,
0.05610073357820511,
-0.0347207635641098,
-0.005509680137038231,
0.0054843006655573845,
0.0038424308877438307,
-0.008775779977440834,
0.0906047374010086,
-0.034864895045757294,
0.014720596373081207,
0.011749574914574623,
-0.047957971692085266,
-0.0038633516523987055,
0.006355015095323324,
0.04139116406440735,
0.027079086750745773,
0.12975548207759857,
0.04956136643886566,
-0.023331860080361366,
0.015095432288944721,
-0.036630723625421524,
-0.06790219992399216,
-0.01433450449258089,
0.02518315054476261,
-0.04520081356167793,
0.0763431191444397,
-0.026742514222860336,
0.13408009707927704,
-0.051036227494478226,
0.007757691200822592,
0.034139759838581085,
-0.0256732776761055,
-0.02824524976313114,
-0.016818111762404442,
-1.8069028939748932e-8,
-0.016450917348265648,
-0.07143577933311462,
-0.11094323545694351,
-0.007817811332643032,
-0.009186509996652603,
-0.021776895970106125,
-0.017809027805924416,
-0.049035243690013885,
0.0049819741398096085,
-0.015159492380917072,
0.060278214514255524,
0.027656201273202896,
-0.029738182201981544,
-0.015590880066156387,
-0.023340361192822456,
-0.030438460409641266,
-0.007235548924654722,
0.0231041107326746,
-0.005107253789901733,
-0.007690038066357374,
0.01792915165424347,
0.03596647083759308,
-0.030666319653391838,
-0.004600928630679846,
-0.04288889095187187,
0.07763905823230743,
0.020379183813929558,
-0.02855442650616169,
-0.01900249347090721,
0.050212834030389786,
0.018175482749938965,
0.09026622027158737,
-0.007369706407189369,
-0.04591996967792511,
0.03711714595556259,
0.011690162122249603,
0.04356744512915611,
0.04943389073014259,
0.007953883148729801,
0.019525371491909027,
0.009648839011788368,
-0.03486694395542145,
0.018437381833791733,
-0.010564640164375305,
-0.06982678920030594,
0.049094196408987045,
-0.010607065632939339,
0.003308218438178301,
-0.0009807032765820622,
0.01210919301956892,
-0.13703741133213043,
-0.012378084473311901,
0.04326265677809715,
0.0610773079097271,
-0.015495088882744312,
0.018981438130140305,
0.027429498732089996,
-0.03161482885479927,
-0.05719099938869476,
0.016342893242836,
0.13294604420661926,
-0.05916442722082138,
-0.0066912854090332985,
0.12679894268512726
] | p | Nirant Kasliwal: | [
"blog",
"blog/fast-embed-models"
] | 16,031 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(42) | [
-0.008761395700275898,
-0.026130907237529755,
0.0452052466571331,
0.004925602115690708,
0.056762974709272385,
-0.006116455886512995,
-0.008540190756320953,
-0.06489522010087967,
-0.04695449396967888,
-0.13357935845851898,
-0.006567070726305246,
0.009201982989907265,
0.00828053429722786,
0.011651688255369663,
0.0638066977262497,
-0.05440882593393326,
0.01977885700762272,
-0.01522250846028328,
-0.04227384552359581,
-0.0042666299268603325,
0.0024035824462771416,
0.01259459275752306,
-0.0023521841503679752,
-0.006128672510385513,
-0.07780751585960388,
0.059671271592378616,
0.036777764558792114,
0.05314924195408821,
0.024312013760209084,
-0.04903962463140488,
0.013085168786346912,
-0.012011720798909664,
0.05075148120522499,
0.005600741133093834,
0.033313434571027756,
0.07134096324443817,
0.04347030818462372,
0.00883268192410469,
-0.01897229254245758,
-0.05361232906579971,
-0.05745873600244522,
-0.06028314679861069,
-0.0467180535197258,
0.03693859651684761,
0.0012782244011759758,
0.08174599707126617,
-0.04039398208260536,
-0.09311728179454803,
0.004663686268031597,
0.06770312041044235,
-0.02011418342590332,
-0.07433484494686127,
-0.009510527364909649,
-0.00046284840209409595,
-0.005337716545909643,
0.10135087370872498,
0.015964325517416,
-0.013435566797852516,
-0.10395018756389618,
0.0373898521065712,
-0.031456947326660156,
0.03660484030842781,
-0.05611817166209221,
0.06385365128517151,
0.015132526867091656,
-0.08714057505130768,
-0.03833189234137535,
0.05600058659911156,
0.01073412224650383,
-0.15221628546714783,
-0.0703057050704956,
-0.011519607156515121,
-0.06579624116420746,
0.05907297879457474,
0.005527031142264605,
0.09612084925174713,
0.045297861099243164,
0.010137205012142658,
0.01892305724322796,
-0.054761163890361786,
-0.062064528465270996,
0.030225174501538277,
0.008677738718688488,
-0.05980723723769188,
-0.0028875358402729034,
0.024462195113301277,
0.038306497037410736,
-0.00910511240363121,
-0.060957860201597214,
0.031367622315883636,
0.03614060580730438,
-0.07530924677848816,
0.037082381546497345,
0.000166258352692239,
0.04258473590016365,
0.08177097141742706,
-0.0833040401339531,
0.05482420697808266,
0.04787226393818855,
0.031076708808541298,
-0.0512513592839241,
-0.06318831443786621,
0.038115814328193665,
0.08745493739843369,
-0.1272473931312561,
0.006245570257306099,
-0.05489534139633179,
-0.017326505854725838,
0.05892542749643326,
-0.009033639915287495,
0.03962591290473938,
0.03146084025502205,
-0.012466671876609325,
-0.007948272861540318,
0.035736314952373505,
0.024793652817606926,
-0.059044115245342255,
-0.02839408442378044,
0.06458918750286102,
0.06182428449392319,
-0.06457647681236267,
-0.027362028136849403,
0.032382916659116745,
0.007833203300833702,
0.007824130356311798,
-0.12482920289039612,
-0.004497717600315809,
-4.182965790674401e-33,
0.046351633965969086,
0.032445311546325684,
-0.007733432110399008,
0.0628945454955101,
0.03132892772555351,
0.01790456473827362,
0.00703694112598896,
0.015976227819919586,
0.01328667439520359,
0.0547349788248539,
-0.034207914024591446,
0.08377575129270554,
0.019217735156416893,
0.008893524296581745,
0.044729799032211304,
0.013070517219603062,
-0.08063656836748123,
0.05599195137619972,
-0.016127679497003555,
-0.0337555855512619,
0.007176496088504791,
-0.015611961483955383,
-0.07111510634422302,
0.06408707797527313,
0.0309109129011631,
-0.009001442231237888,
0.025546984747052193,
0.05124858021736145,
0.001071031205356121,
0.01451139897108078,
-0.06464920938014984,
0.02149784192442894,
-0.04270670562982559,
-0.026563547551631927,
0.0701204463839531,
0.07124852389097214,
-0.06804011017084122,
-0.05605877563357353,
-0.04233473166823387,
-0.030828775838017464,
0.010671732947230339,
-0.009726272895932198,
-0.008327611722052097,
-0.04989495500922203,
0.020607803016901016,
-0.015640411525964737,
0.053249161690473557,
-0.051075730472803116,
0.012808076106011868,
-0.019353525713086128,
-0.05817224830389023,
-0.004232956096529961,
0.09571844339370728,
-0.0867798775434494,
-0.0342625267803669,
0.028520943596959114,
0.0349479615688324,
0.028606615960597992,
0.03066984936594963,
-0.04487394541501999,
-0.06733541935682297,
0.06302618980407715,
-0.008244494907557964,
0.04055941477417946,
-0.05175727605819702,
0.023744676262140274,
0.020472228527069092,
-0.0380946584045887,
0.04299725964665413,
-0.0735057145357132,
-0.12032268196344376,
-0.05623048543930054,
-0.023420752957463264,
0.010783121921122074,
0.011025025509297848,
-0.027127215638756752,
-0.03754332661628723,
0.06216279789805412,
0.013344593346118927,
-0.0297092217952013,
-0.013341668993234634,
0.059482868760824203,
-0.022683417424559593,
0.03497302532196045,
0.11516103148460388,
-0.012186608277261257,
0.07548915594816208,
-0.04896548390388489,
-0.03420477733016014,
0.08716285228729248,
-0.025658780708909035,
0.02522214502096176,
-0.04210539534687996,
0.09904444217681885,
0.08157558739185333,
1.272335891711347e-33,
0.011605897918343544,
0.011608481407165527,
0.027805399149656296,
-0.0024171837139874697,
0.08265002071857452,
-0.004985665436834097,
0.06457512825727463,
0.044962819665670395,
-0.006347701884806156,
0.12282837182283401,
0.011677684262394905,
-0.0018485152395442128,
-0.03559032827615738,
-0.026760710403323174,
-0.14176861941814423,
0.01617506705224514,
-0.05894112586975098,
0.04063853621482849,
0.0586908794939518,
0.03088080883026123,
0.02944737859070301,
0.12564268708229065,
-0.04980912432074547,
0.01759381964802742,
0.033482689410448074,
-0.0011263755150139332,
-0.007272063288837671,
0.039605602622032166,
-0.01820724830031395,
0.03453977778553963,
-0.018335208296775818,
-0.05233248695731163,
-0.09573914855718613,
0.03422646224498749,
-0.10490471869707108,
-0.06789159029722214,
0.007840373553335667,
-0.03237214684486389,
0.049349259585142136,
0.06496404111385345,
0.048308324068784714,
-0.06656008958816528,
-0.055772434920072556,
0.08701639622449875,
-0.07388089597225189,
-0.07458030432462692,
0.1159946620464325,
-0.07417500764131546,
-0.04955878481268883,
-0.03891130909323692,
-0.018016675487160683,
0.0015465409960597754,
-0.03240301087498665,
-0.08206207305192947,
-0.00486521003767848,
-0.029140708968043327,
0.125037282705307,
-0.034647151827812195,
0.014722327701747417,
-0.043222881853580475,
0.11418880522251129,
0.09738612920045853,
-0.01801539957523346,
0.025704776868224144,
0.0780271589756012,
-0.06681869179010391,
0.04302683845162392,
0.05926259234547615,
-0.06026562675833702,
0.023182375356554985,
-0.05171867460012436,
-0.0035256200935691595,
-0.009134442545473576,
0.02638300135731697,
-0.02219303883612156,
-0.04697892442345619,
0.0699990838766098,
-0.07822749763727188,
-0.029823951423168182,
-0.016780933365225792,
-0.011946388520300388,
-0.08633541315793991,
-0.03413381054997444,
0.0772612988948822,
0.05269591137766838,
0.060214195400476456,
0.004887485411018133,
0.04965810477733612,
-0.028136221691966057,
-0.09199189394712448,
-0.0543123260140419,
0.047383733093738556,
0.010023169219493866,
-0.006190086714923382,
-0.08228170871734619,
-2.2666261756398853e-8,
-0.01381322555243969,
0.017806367948651314,
0.017518185079097748,
0.04070887342095375,
-0.005551882553845644,
-0.01899866573512554,
-0.09844546020030975,
0.04260306805372238,
0.005306087899953127,
0.042437128722667694,
0.003533631097525358,
-0.06176431104540825,
-0.04121241718530655,
0.001681602792814374,
0.0762481540441513,
0.03908601775765419,
-0.08589602261781693,
0.1318863332271576,
-0.07709160447120667,
-0.037297338247299194,
0.035055674612522125,
0.03570158779621124,
0.05010990798473358,
0.09549617022275925,
-0.019763287156820297,
-0.02331502176821232,
-0.018892571330070496,
0.08798209577798843,
-0.03466423600912094,
-0.03415445610880852,
-0.0029839917551726103,
0.027687687426805496,
0.04621203616261482,
-0.012202916666865349,
0.02046743966639042,
0.009874338284134865,
-0.027805514633655548,
0.018816852942109108,
0.01183200255036354,
-0.07484777271747589,
-0.09552045911550522,
-0.0008943361463025212,
0.0761498287320137,
0.08559661358594894,
0.024176519364118576,
0.04264931380748749,
-0.07113177329301834,
-0.05579584464430809,
-0.07750958204269409,
0.025648778304457664,
-0.004710577428340912,
-0.04944383725523949,
0.022585369646549225,
0.013049742206931114,
0.021202070638537407,
0.05172881856560707,
0.0002988757914863527,
-0.03420225903391838,
0.0363054983317852,
-0.01137218251824379,
0.014814971014857292,
0.009673567488789558,
0.0000376827665604651,
-0.05033522844314575
] | p | We want to make sure that your training and experience parts are separate. | [
"blog",
"blog/fast-embed-models"
] | 16,032 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(42) | [
-0.02985885553061962,
-0.03589387983083725,
-0.024302048608660698,
-0.02107498236000538,
-0.0009242183296009898,
0.02261187508702278,
-0.06774314492940903,
-0.0914619117975235,
-0.02191200666129589,
-0.03871534392237663,
0.003310257103294134,
0.06934759765863419,
0.012374335899949074,
0.05077541619539261,
0.05810472369194031,
0.04551166668534279,
-0.0018360663671046495,
-0.08590967208147049,
-0.07999919354915619,
0.005718753207474947,
0.10643015801906586,
-0.02695072628557682,
-0.006172969006001949,
-0.015738364309072495,
0.003653071355074644,
-0.052197348326444626,
-0.025009185075759888,
0.026106277480721474,
-0.0036112258676439524,
-0.02420099824666977,
0.03039790689945221,
0.020884675905108452,
0.009809744544327259,
-0.0026117339730262756,
0.0034658468794077635,
0.04809660091996193,
-0.00852737482637167,
-0.031681619584560394,
0.031017303466796875,
-0.06257928162813187,
0.02215227484703064,
-0.017244478687644005,
-0.04029875248670578,
0.11988133937120438,
-0.044124260544776917,
0.05197147652506828,
-0.08451154083013535,
0.005321151111274958,
0.05247882381081581,
0.06880593299865723,
0.03053145483136177,
0.017782757058739662,
-0.07365255057811737,
-0.061008039861917496,
0.01957714557647705,
0.004406317137181759,
0.03867679461836815,
-0.03532831370830536,
0.04053489491343498,
-0.0018402273999527097,
-0.005593134090304375,
-0.02293495647609234,
-0.09091059863567352,
0.062266603112220764,
-0.04464151710271835,
0.0010462140198796988,
0.08877976983785629,
0.06966973841190338,
0.0015957729192450643,
0.050038114190101624,
-0.09092754125595093,
0.039840612560510635,
0.06874561309814453,
0.02056095190346241,
-0.015847690403461456,
0.02342953346669674,
0.040533579885959625,
-0.005096766632050276,
0.0321371965110302,
-0.022902652621269226,
0.015070641413331032,
-0.0792449489235878,
-0.001636997563764453,
-0.06632313877344131,
-0.05182335153222084,
0.013987629674375057,
0.08277250081300735,
0.022062454372644424,
0.02876010350883007,
-0.004728312138468027,
-0.0534944087266922,
-0.11579210311174393,
0.04769338667392731,
0.05668852850794792,
-0.06862153112888336,
-0.012142248451709747,
0.0039056267123669386,
-0.04101642966270447,
0.0190507173538208,
0.05169379711151123,
-0.020595328882336617,
0.08178200572729111,
-0.030202914029359818,
-0.030960287898778915,
-0.03302551433444023,
-0.05562232807278633,
0.012912984006106853,
0.0012334738858044147,
-0.015313626267015934,
-0.1281730979681015,
-0.005233850795775652,
-0.02433551475405693,
0.005597483366727829,
0.01614079251885414,
0.0006578419706784189,
0.01616198755800724,
-0.05576660484075546,
0.06914757937192917,
0.020358312875032425,
-0.054486680775880814,
0.052193254232406616,
0.05863253027200699,
-0.08830321580171585,
-0.05694366991519928,
0.02096572332084179,
-0.010297448374330997,
-0.0017482448602095246,
-4.6193397830843586e-33,
0.05582913011312485,
0.06033517047762871,
0.04423204064369202,
-0.0676804929971695,
0.012788856402039528,
-0.025712281465530396,
-0.020629122853279114,
-0.03092074953019619,
-0.03730971738696098,
-0.06062987446784973,
0.0353911854326725,
-0.028000762686133385,
0.055312082171440125,
0.00657120393589139,
-0.03942164406180382,
-0.032363761216402054,
0.010943623259663582,
0.05020621046423912,
-0.006474269554018974,
-0.004867018666118383,
0.028627905994653702,
-0.1023608148097992,
-0.010282537899911404,
0.022230109199881554,
0.03724335506558418,
-0.02832673117518425,
0.010506084188818932,
-0.04347985237836838,
-0.00960377138108015,
0.03604195639491081,
0.015794938430190086,
0.039820216596126556,
-0.06217336654663086,
0.06827452033758163,
-0.01132190227508545,
-0.005835163872689009,
0.003705629613250494,
-0.007903782650828362,
-0.03511920943856239,
0.007053123787045479,
0.008044002577662468,
0.018949752673506737,
-0.08774922788143158,
0.009627630934119225,
0.0364781878888607,
-0.0038290428929030895,
0.09270729869604111,
0.005549704190343618,
-0.010924294590950012,
-0.04284806177020073,
0.05507432669401169,
-0.032869841903448105,
-0.013532077893614769,
-0.023320600390434265,
-0.06474745273590088,
0.02717388980090618,
0.037489596754312515,
-0.11327323317527771,
0.11828930675983429,
-0.02156573161482811,
0.01470717042684555,
-0.09212101995944977,
-0.03977568820118904,
0.07743924856185913,
-0.10765693336725235,
0.014416002668440342,
0.06746374070644379,
-0.01083332858979702,
-0.07287606596946716,
0.024528171867132187,
-0.007658276706933975,
0.04158402234315872,
-0.07362797111272812,
0.07095485180616379,
-0.020724575966596603,
0.0544808954000473,
0.04971405491232872,
0.009692900814116001,
0.021999629214406013,
-0.012142950668931007,
-0.07448061555624008,
-0.022232187911868095,
-0.02249692566692829,
-0.0004276317486073822,
0.13729536533355713,
0.021692726761102676,
0.02672131173312664,
-0.024606099352240562,
-0.12090139836072922,
0.000173785665538162,
-0.0016544412355870008,
0.010674379765987396,
0.019777361303567886,
0.0593508705496788,
-0.06348448991775513,
1.0904988542536396e-33,
-0.057179082185029984,
-0.07152318209409714,
-0.03418944031000137,
0.04749121889472008,
0.007464394439011812,
-0.06225516274571419,
0.012159899808466434,
-0.035689398646354675,
-0.013813833706080914,
0.07561571896076202,
-0.024685945361852646,
-0.050592586398124695,
0.018565485253930092,
0.06990338861942291,
0.05644593387842178,
-0.04701574519276619,
0.08684971183538437,
-0.02414618618786335,
-0.05968960374593735,
0.032269109040498734,
-0.051794640719890594,
0.10889772325754166,
-0.002247696276754141,
0.09387989342212677,
0.016480525955557823,
0.09741394966840744,
0.013484440743923187,
0.0019252495840191841,
-0.03603149205446243,
0.06614463776350021,
0.013810691423714161,
-0.08901289850473404,
-0.11499796062707901,
-0.06672542542219162,
0.059059787541627884,
-0.006736143492162228,
0.03073989413678646,
0.038665320724248886,
-0.04657532274723053,
0.05813082680106163,
0.055218666791915894,
-0.05134502798318863,
-0.11929456144571304,
0.0994880199432373,
0.0235068928450346,
-0.018511343747377396,
0.09726415574550629,
-0.018147090449929237,
-0.057062819600105286,
0.0180195439606905,
0.05837969481945038,
-0.032266128808259964,
-0.09150949865579605,
-0.05038883909583092,
-0.014292282052338123,
0.014243100769817829,
0.14514702558517456,
0.04091282933950424,
-0.0015059810830280185,
0.0021350481547415257,
0.06625859439373016,
0.07798607647418976,
-0.04441188648343086,
0.00994759239256382,
0.13064010441303253,
-0.06372402608394623,
-0.020099787041544914,
0.023752212524414062,
-0.05476502701640129,
0.11061014235019684,
0.00877625122666359,
0.009782716631889343,
-0.02757597714662552,
-0.03747112676501274,
0.03214321658015251,
-0.07030419260263443,
0.04521305114030838,
-0.03844994679093361,
0.059513699263334274,
0.05092930421233177,
0.05328468605875969,
-0.01988385245203972,
-0.038001760840415955,
0.07352729141712189,
0.04397464543581009,
-0.036720313131809235,
0.0866728276014328,
-0.02399560622870922,
0.0014106599846854806,
-0.015823528170585632,
-0.03758063167333603,
-0.06701281666755676,
0.09347295761108398,
-0.07957679033279419,
-0.05921860784292221,
-2.1949736250803653e-8,
-0.010750386863946915,
-0.06610541045665741,
0.07090520858764648,
0.0695519745349884,
0.019530216231942177,
0.11779692023992538,
-0.028080875054001808,
-0.006802945863455534,
0.07078557461500168,
-0.01337150577455759,
0.04801507666707039,
-0.026143234223127365,
0.0009399125119671226,
0.0491374172270298,
0.08872170746326447,
0.0290652085095644,
-0.06690485775470734,
-0.005637376569211483,
-0.04712851345539093,
-0.039833638817071915,
-0.06885820627212524,
0.09579718858003616,
0.08158725500106812,
0.0332561731338501,
0.002858653897419572,
0.03403601795434952,
-0.015066931955516338,
0.05643052980303764,
0.029868410900235176,
0.037833910435438156,
-0.008919835090637207,
-0.02834904193878174,
-0.01936599798500538,
0.026036106050014496,
0.08650660514831543,
-0.05320335552096367,
-0.08314459025859833,
-0.008855651132762432,
0.02673334814608097,
0.004893948789685965,
-0.04945271834731102,
-0.007666955702006817,
-0.015975678339600563,
0.07090619951486588,
-0.015190242789685726,
-0.10200653225183487,
-0.05377059802412987,
-0.02908910997211933,
0.028741342946887016,
0.028526432812213898,
-0.009731851518154144,
-0.04862768203020096,
0.04056118056178093,
0.08591124415397644,
0.07332195341587067,
0.08384125679731369,
-0.006050765514373779,
-0.05587121844291687,
0.00826011598110199,
0.027943585067987442,
-0.024114321917295456,
-0.05727946385741234,
-0.008181043900549412,
-0.062482159584760666
] | p | So we will do that. | [
"blog",
"blog/fast-embed-models"
] | 16,033 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(42) | [
-0.03254597634077072,
-0.030140774324536324,
-0.038104940205812454,
0.00039606436621397734,
0.031087927520275116,
-0.030139366164803505,
0.026338132098317146,
0.03135107457637787,
-0.0214131660759449,
-0.09722080081701279,
-0.013433380983769894,
-0.10060647130012512,
-0.007842998951673508,
0.051689088344573975,
-0.07889951765537262,
0.0015726967249065638,
0.04443201422691345,
-0.04834461212158203,
0.04344048351049423,
-0.023311739787459373,
-0.020251760259270668,
0.07849232107400894,
-0.016729013994336128,
0.0019492212450131774,
0.06639252603054047,
-0.006605089642107487,
0.017850253731012344,
0.02465016022324562,
-0.0027561457827687263,
-0.033957112580537796,
0.006938421167433262,
0.020147522911429405,
-0.029828038066625595,
0.00426538847386837,
0.049161147326231,
-0.04192638024687767,
-0.0683918222784996,
0.02873828448355198,
0.014666393399238586,
0.018389146775007248,
-0.0011609809007495642,
0.028075609356164932,
-0.006415559444576502,
0.02459004335105419,
-0.07695645093917847,
0.049707040190696716,
-0.0581912025809288,
0.0074347457848489285,
0.0426635704934597,
-0.029272854328155518,
0.03376892954111099,
-0.0481564886868,
-0.052832458168268204,
-0.014514472335577011,
0.17099131643772125,
0.0018372148042544723,
0.0034877071157097816,
0.04069795086979866,
0.0710371658205986,
0.022873196750879288,
-0.09561546891927719,
-0.0414557047188282,
-0.12339501827955246,
0.0789375901222229,
0.035357989370822906,
0.005747542716562748,
-0.051964402198791504,
-0.05327346920967102,
0.017655666917562485,
0.003309905529022217,
0.08292198181152344,
0.025772131979465485,
0.07917812466621399,
0.02359861321747303,
-0.005649230908602476,
0.10357373207807541,
0.0370667539536953,
-0.07079438865184784,
-0.04146971553564072,
-0.014099818654358387,
0.07533901184797287,
-0.06284752488136292,
-0.12122457474470139,
-0.026377933099865913,
0.06113244593143463,
-0.005956593900918961,
0.02340337261557579,
0.09898863732814789,
0.10672520846128464,
0.02652638964354992,
-0.09296267479658127,
-0.06935308128595352,
0.018980123102664948,
0.0578593946993351,
-0.014606227166950703,
-0.050196561962366104,
-0.027249885722994804,
-0.03761867433786392,
-0.05403582379221916,
0.03687072917819023,
0.013737773522734642,
0.031049126759171486,
0.015129690058529377,
-0.011792332865297794,
-0.011949666775763035,
-0.06129893660545349,
-0.019331997260451317,
0.012402270920574665,
-0.008739053271710873,
-0.012132558971643448,
-0.10813143104314804,
-0.004361451603472233,
-0.008600872941315174,
-0.006177071947604418,
0.008839946240186691,
0.0913131907582283,
-0.02189893275499344,
0.048321433365345,
0.022592322900891304,
0.01576520875096321,
0.10669790208339691,
0.015342299826443195,
0.0048174369148910046,
0.02525048702955246,
-0.020163120701909065,
-0.040962185710668564,
-0.023557960987091064,
-1.0256536267454897e-33,
0.08673538267612457,
0.0034034193959087133,
0.08118852227926254,
0.01755637861788273,
0.1364632397890091,
-0.021534936502575874,
-0.10307057201862335,
-0.06087198853492737,
-0.07431716471910477,
0.04690643399953842,
-0.03739483281970024,
-0.06607511639595032,
-0.006732005625963211,
-0.016717934980988503,
0.05146455019712448,
-0.024134796112775803,
-0.06401092559099197,
0.0709754154086113,
0.019134825095534325,
-0.0026944540441036224,
0.04440968856215477,
0.02166743017733097,
0.08109869807958603,
-0.0698457732796669,
0.02168586291372776,
0.007485771551728249,
0.09435075521469116,
-0.004845965653657913,
0.07390428334474564,
0.05925405025482178,
-0.023883452638983727,
0.08587242662906647,
-0.024559294804930687,
-0.02157008834183216,
0.0027495017275214195,
-0.022366883233189583,
0.05687379464507103,
0.015086221508681774,
-0.013824711553752422,
0.05128944665193558,
-0.06231565773487091,
-0.00341780879534781,
-0.0022105455864220858,
0.01111920177936554,
-0.058737773448228836,
0.0162415262311697,
0.09973098337650299,
-0.011045735329389572,
-0.021346064284443855,
0.01986641250550747,
-0.035937968641519547,
0.03028241917490959,
0.04099147021770477,
-0.03617151081562042,
-0.09909608960151672,
-0.02757546305656433,
0.002124674152582884,
0.004422602243721485,
0.0700119212269783,
-0.08256088197231293,
0.08826592564582825,
-0.013803881593048573,
0.056275032460689545,
0.03186389058828354,
-0.015493952669203281,
-0.08732619136571884,
-0.03282507136464119,
-0.019163543358445168,
0.05101177468895912,
0.02564757503569126,
0.00014851009473204613,
0.0009283382096327841,
-0.09743556380271912,
0.053286608308553696,
0.01015236135572195,
0.020949792116880417,
-0.0315813273191452,
-0.031066421419382095,
-0.021033305674791336,
0.02011481299996376,
-0.025881480425596237,
0.012679154053330421,
0.02385406382381916,
-0.030255842953920364,
-0.02560158632695675,
-0.02729935199022293,
0.0351417139172554,
-0.01260546687990427,
-0.08019626140594482,
-0.058687325567007065,
-0.10668118298053741,
0.032458800822496414,
-0.04722535237669945,
0.013824697583913803,
-0.03601376712322235,
-1.7548446394777215e-33,
-0.055225521326065063,
-0.03511001169681549,
-0.007282997015863657,
0.06270600110292435,
0.012474617920815945,
-0.0030176020227372646,
-0.04767181724309921,
0.09632311016321182,
-0.05127568170428276,
0.047054532915353775,
0.09984385222196579,
-0.07131053507328033,
-0.035211723297834396,
-0.040961503982543945,
0.11483686417341232,
0.07694986462593079,
0.0244282316416502,
-0.07841700315475464,
0.018924735486507416,
-0.09704417735338211,
-0.04532700404524803,
0.02242192067205906,
0.0556296780705452,
0.03628327324986458,
0.0043546357192099094,
0.026783114299178123,
0.013605467975139618,
-0.008034171536564827,
-0.07737625390291214,
0.06934832036495209,
-0.009794631041586399,
-0.04619549214839935,
-0.07113778591156006,
-0.038143616169691086,
-0.05737072974443436,
-0.01422626618295908,
-0.0008816330810077488,
-0.021703073754906654,
-0.014222749508917332,
-0.06065450236201286,
-0.021801797673106194,
-0.10069070011377335,
-0.11839868873357773,
0.0995282530784607,
-0.059072114527225494,
-0.03273939713835716,
0.0327194444835186,
0.047375135123729706,
0.027784328907728195,
0.013798737898468971,
-0.0486125648021698,
0.0043847830966115,
-0.06100264564156532,
-0.028105944395065308,
-0.06335613131523132,
-0.022599482908844948,
0.004152608569711447,
-0.010443292558193207,
-0.05917983874678612,
0.0465887077152729,
-0.011081579141318798,
0.01762559451162815,
0.05188003554940224,
-0.022401997819542885,
0.08478768914937973,
-0.03542724996805191,
-0.03163134679198265,
-0.08609522879123688,
0.04489951208233833,
0.041145265102386475,
0.11935098469257355,
-0.04374150186777115,
-0.00033757888013496995,
-0.03719114139676094,
-0.009719199500977993,
0.027428803965449333,
0.04053612798452377,
-0.03599897772073746,
-0.06851711124181747,
-0.03482700139284134,
-0.0037040552124381065,
-0.044996920973062515,
-0.02009589597582817,
0.08287730067968369,
0.07691817730665207,
0.021293064579367638,
-0.06974592059850693,
0.008811558596789837,
0.02294168807566166,
0.002855895785614848,
-0.020283812656998634,
-0.007516865152865648,
-0.01843591406941414,
-0.061659056693315506,
-0.011114520952105522,
-2.5107491197218224e-8,
-0.009186330251395702,
0.06232947111129761,
-0.06106937676668167,
-0.07196179777383804,
-0.019805464893579483,
0.11024603247642517,
0.05780236795544624,
0.003917728550732136,
-0.021169640123844147,
0.06985124200582504,
0.08578843623399734,
0.020147064700722694,
0.09035106748342514,
-0.07654549926519394,
-0.033832989633083344,
0.013028685934841633,
-0.008843227289617062,
-0.04499811679124832,
-0.06379394233226776,
-0.07069425284862518,
-0.016180304810404778,
0.04166010394692421,
0.027416391298174858,
-0.09246282279491425,
0.0023578389082103968,
0.0375438816845417,
0.061522066593170166,
-0.0026538840029388666,
0.07737021148204803,
-0.045877855271101,
0.04863603413105011,
0.04183322563767433,
0.07797708362340927,
-0.013161588460206985,
0.07640933245420456,
0.0740419328212738,
-0.03254542872309685,
0.02969823032617569,
0.03384152427315712,
-0.03752981498837471,
0.005480177700519562,
-0.05514261871576309,
0.06799602508544922,
0.10270196199417114,
0.07839500904083252,
0.058288153260946274,
-0.02181934379041195,
-0.08282243460416794,
-0.019791962578892708,
-0.033075377345085144,
0.015635408461093903,
0.04183025658130646,
-0.08686325699090958,
-0.0008600181899964809,
0.027226891368627548,
0.014028677716851234,
0.004170652013272047,
0.035184040665626526,
-0.06151822209358215,
0.014855775982141495,
0.029062658548355103,
0.04145481064915657,
0.10776910185813904,
0.015864882618188858
] | p | Yeah, that’s it. | [
"blog",
"blog/fast-embed-models"
] | 16,034 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(42) | [
-0.014094189740717411,
-0.010278090834617615,
0.02171446941792965,
0.05459332466125488,
-0.026462506502866745,
0.04671471565961838,
0.010776869021356106,
-0.1456080675125122,
0.002941976999863982,
-0.014295685105025768,
0.07587744295597076,
0.05007663369178772,
-0.0337812714278698,
0.006242076866328716,
0.0897325649857521,
-0.02966839075088501,
0.09821522235870361,
-0.05664537847042084,
-0.04647194221615791,
-0.009971006773412228,
0.004925910849124193,
-0.0845780074596405,
0.03153349459171295,
0.02114318311214447,
0.03995528444647789,
0.04973553866147995,
-0.008383361622691154,
0.041040513664484024,
-0.02150825597345829,
-0.03923037275671959,
-0.03498704731464386,
-0.003847002750262618,
0.032796360552310944,
0.0311267152428627,
-0.1111854687333107,
-0.0013576510827988386,
0.0467010997235775,
-0.056882377713918686,
0.1056956872344017,
-0.010347811505198479,
0.047621771693229675,
-0.12798132002353668,
0.027547864243388176,
0.03488284721970558,
0.014132363721728325,
0.039354585111141205,
-0.009351042099297047,
0.02774280682206154,
-0.001817588577978313,
0.02421538345515728,
-0.05614018812775612,
-0.01507482212036848,
-0.03942018002271652,
0.023818960413336754,
0.05132640153169632,
0.06350386142730713,
-0.01652774214744568,
-0.03404182940721512,
0.0280719343572855,
-0.012466881424188614,
-0.007928770035505295,
0.011286754161119461,
-0.004437997471541166,
0.09028717130422592,
0.05390799418091774,
-0.04331639036536217,
-0.0905679315328598,
-0.04059549793601036,
0.01832343079149723,
0.021774467080831528,
0.008958251215517521,
0.10061363130807877,
-0.02147144451737404,
0.0002421763347228989,
-0.06120852380990982,
-0.08192534744739532,
0.061030853539705276,
-0.022660329937934875,
-0.023462101817131042,
-0.03827959671616554,
-0.02649720199406147,
-0.013163972645998001,
-0.0014966715825721622,
0.0256792139261961,
-0.04082990065217018,
-0.015703702345490456,
0.06576716154813766,
-0.011268911883234978,
-0.03277682512998581,
-0.0408688448369503,
-0.011946504935622215,
-0.019958732649683952,
0.038893572986125946,
-0.017211882397532463,
-0.049138568341732025,
-0.0024096635170280933,
-0.005608819425106049,
-0.14482571184635162,
-0.07302922755479813,
0.10948925465345383,
0.057752180844545364,
0.07108289748430252,
-0.01904461346566677,
0.04866035655140877,
-0.012676113285124302,
-0.010667620226740837,
0.06316357105970383,
0.04064588621258736,
-0.0373428612947464,
-0.00585590023547411,
0.03282129392027855,
0.027763772755861282,
-0.013942917808890343,
0.05922585353255272,
-0.11429563164710999,
0.05773826688528061,
-0.05402271822094917,
0.043857693672180176,
0.03647793456912041,
0.060775354504585266,
-0.028739897534251213,
0.06751233339309692,
0.06743843108415604,
-0.04583022743463516,
0.0013020855840295553,
-0.051350187510252,
0.06168673560023308,
-7.37267852783831e-33,
-0.018021438270807266,
0.07975003868341446,
0.005206190049648285,
0.007714642211794853,
-0.02118801511824131,
-0.009683744981884956,
-0.010419896803796291,
0.01822883076965809,
-0.07315966486930847,
-0.0310377087444067,
-0.00013343595492187887,
-0.10435716062784195,
-0.03316649794578552,
0.04106297343969345,
-0.01189220231026411,
-0.11130642145872116,
-0.029827989637851715,
0.028227312490344048,
0.04648518189787865,
0.059904634952545166,
-0.058218248188495636,
0.0097951116040349,
-0.031336769461631775,
0.02969956584274769,
0.010830564424395561,
-0.04093968868255615,
-0.011424177326261997,
-0.03932882472872734,
0.045929864048957825,
0.040179651230573654,
-0.013033406808972359,
0.02476881630718708,
0.026886558160185814,
-0.03829677030444145,
0.018581125885248184,
-0.07693615555763245,
-0.06178655847907066,
-0.04256357625126839,
0.03396552428603172,
0.04174599424004555,
-0.001781725906766951,
0.01699647307395935,
-0.05543342977762222,
-0.009509981609880924,
-0.08580595999956131,
0.00010885878873523325,
-0.04815607890486717,
0.12333232164382935,
0.04889349266886711,
-0.012413294985890388,
0.02250896394252777,
0.027997495606541634,
0.0021547561045736074,
0.037447139620780945,
-0.010793989524245262,
0.03859574720263481,
0.03961995616555214,
-0.0033667797688394785,
-0.003821789752691984,
0.07475867867469788,
-0.0015854679513722658,
0.019616752862930298,
-0.03682956472039223,
-0.06100898236036301,
-0.08619079738855362,
-0.005273682065308094,
-0.04349539056420326,
0.048919763416051865,
0.020817294716835022,
-0.02217601053416729,
-0.0530010424554348,
0.013099834322929382,
0.04694463312625885,
-0.06306055933237076,
0.02048468589782715,
-0.05419699102640152,
0.10120421648025513,
-0.05479362607002258,
0.038268208503723145,
-0.03753632679581642,
0.011574712581932545,
0.04355088248848915,
0.013987427577376366,
0.05417095497250557,
0.09061849117279053,
0.03228239715099335,
-0.06328702718019485,
-0.08720367401838303,
0.0535932257771492,
-0.018374387174844742,
-0.1468314230442047,
0.004702557809650898,
-0.020276185125112534,
-0.07249395549297333,
-0.0862392783164978,
5.3167308267264666e-33,
0.06433063000440598,
-0.04691551625728607,
0.02227407693862915,
0.07601527124643326,
0.08512942492961884,
0.007428526878356934,
-0.08027847111225128,
0.0791652649641037,
-0.0627780631184578,
0.09573192894458771,
-0.04602048546075821,
-0.026528436690568924,
0.006566282361745834,
-0.03630858287215233,
0.08127746731042862,
0.06010357290506363,
0.09161686152219772,
0.03452323004603386,
0.012918377295136452,
0.01654462330043316,
0.013392007909715176,
0.05907848849892616,
-0.006951684132218361,
0.05790166184306145,
-0.09353625029325485,
0.07900193333625793,
0.028449304401874542,
-0.0016257907263934612,
-0.11651915311813354,
-0.002196269342675805,
-0.028836535289883614,
-0.037202030420303345,
-0.11996449530124664,
-0.09680432081222534,
-0.005444705486297607,
0.12646245956420898,
-0.014930862933397293,
-0.04381895437836647,
-0.075082927942276,
-0.010658863000571728,
0.005044928286224604,
-0.020717773586511612,
-0.02276780642569065,
0.09155189245939255,
0.004921294748783112,
0.017575886100530624,
0.04847085103392601,
0.017476167529821396,
-0.11439750343561172,
0.13854265213012695,
0.028278015553951263,
-0.030364179983735085,
-0.04838593676686287,
0.07598341256380081,
0.05358172580599785,
-0.0846770703792572,
-0.023331912234425545,
-0.01374256331473589,
-0.03605149686336517,
0.00435682525858283,
-0.09790436923503876,
-0.03499600291252136,
0.03056071139872074,
0.05927928909659386,
0.022508272901177406,
-0.0032945650164037943,
-0.0029205905739217997,
-0.09642250090837479,
-0.0033894216176122427,
0.019632544368505478,
0.012529860250651836,
-0.006284002214670181,
-0.037348322570323944,
0.052333880215883255,
-0.014964560978114605,
-0.08808459341526031,
0.0013846034416928887,
-0.031653992831707,
0.005696490406990051,
-0.016059594228863716,
-0.0429391972720623,
0.02144702523946762,
-0.008051958866417408,
-0.007648440543562174,
-0.05071154236793518,
-0.0011702085612341762,
-0.03707914426922798,
-0.07731020450592041,
-0.010022217407822609,
-0.02994106523692608,
-0.00795755721628666,
0.05053053796291351,
0.059694960713386536,
0.05607592314481735,
0.0012653236044570804,
-1.7638514648865566e-8,
0.033237505704164505,
-0.019903874024748802,
-0.04562857374548912,
0.03688507154583931,
-0.009204274043440819,
0.12521719932556152,
-0.05777481570839882,
-0.006436252035200596,
-0.012052390724420547,
0.039427805691957474,
0.059319399297237396,
0.09539817273616791,
0.0284978449344635,
0.036525554955005646,
0.007795990444719791,
-0.007188445422798395,
0.022473478689789772,
0.02527044527232647,
-0.06507214158773422,
0.02669145166873932,
-0.01444250252097845,
0.09171643108129501,
0.04671338573098183,
0.03423769399523735,
-0.017867909744381905,
-0.0043108840472996235,
0.029614131897687912,
0.08984947949647903,
-0.004531680140644312,
0.023709526285529137,
-0.02428065985441208,
0.04311059042811394,
-0.049341656267642975,
0.024386242032051086,
0.07379413396120071,
0.017853807657957077,
-0.005792251788079739,
0.05451427772641182,
0.06234372779726982,
-0.013082734309136868,
-0.042475637048482895,
0.06597988307476044,
-0.06816913932561874,
-0.10002676397562027,
-0.04192940518260002,
-0.05791888386011124,
-0.01251268107444048,
0.015682905912399292,
0.024228164926171303,
0.04313128441572189,
-0.0198945514857769,
0.04082872346043587,
-0.03338860347867012,
0.09709986299276352,
0.008849389851093292,
0.04136298596858978,
-0.035947296768426895,
-0.06170715391635895,
0.001464228262193501,
-0.014159221202135086,
0.13582126796245575,
-0.060380708426237106,
0.036249082535505295,
-0.05304546654224396
] | p | Fast and sweet. | [
"blog",
"blog/fast-embed-models"
] | 16,035 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(43) | [
-0.09869501739740372,
0.06445261836051941,
-0.0700313150882721,
-0.021951276808977127,
-0.025799725204706192,
-0.04739833623170853,
0.1027933657169342,
0.09392203390598297,
0.09250365197658539,
0.0175621435046196,
-0.001431716256774962,
-0.06628168374300003,
0.00997555535286665,
0.04084043577313423,
-0.023436948657035828,
0.02193133346736431,
-0.08380930870771408,
0.010890294797718525,
0.008056210353970528,
0.03600181266665459,
-0.07469882816076279,
-0.04406357184052467,
-0.05317161977291107,
0.053817734122276306,
0.028376733884215355,
0.0441967211663723,
0.04563260078430176,
0.0783819630742073,
-0.05284513533115387,
-0.12470140308141708,
-0.013663770630955696,
0.053681109100580215,
0.006437600590288639,
-0.025773905217647552,
-0.05461622774600983,
0.02577187493443489,
0.037272293120622635,
-0.06510455161333084,
-0.01074416097253561,
0.01698511280119419,
-0.039764516055583954,
-0.05816584825515747,
-0.02496187388896942,
0.08176800608634949,
-0.055112071335315704,
0.020101023837924004,
-0.049150921404361725,
0.0759289339184761,
0.04562726244330406,
0.02599106729030609,
-0.010781076736748219,
-0.010713095776736736,
0.018745381385087967,
0.07102734595537186,
0.0301591195166111,
0.06500247120857239,
0.011868458241224289,
0.06955843418836594,
-0.0031935235019773245,
-0.023440580815076828,
0.01802426017820835,
-0.006550197023898363,
-0.11181875318288803,
0.06289980560541153,
-0.12136226892471313,
0.07479490339756012,
-0.016750579699873924,
0.10715030878782272,
-0.11238621920347214,
0.05682803690433502,
0.06656726449728012,
0.01926642470061779,
0.02973317727446556,
-0.03360893949866295,
-0.02554907277226448,
0.060154352337121964,
0.018376193940639496,
-0.04604634270071983,
0.020263930782675743,
-0.12687644362449646,
0.002458849921822548,
-0.03579200059175491,
-0.03206489980220795,
0.03367315232753754,
0.023283345624804497,
0.05621597543358803,
0.0014669898664578795,
-0.013457235880196095,
0.03449198603630066,
0.02068439871072769,
-0.059169452637434006,
-0.0028591579757630825,
0.04693371057510376,
-0.04356779158115387,
-0.005430850200355053,
0.03288966417312622,
0.039160143584012985,
-0.012247654609382153,
-0.05817965045571327,
0.09600836783647537,
0.07269304245710373,
0.014088505879044533,
-0.0026913629844784737,
0.05103950574994087,
-0.02591816522181034,
0.03281301259994507,
0.012838955968618393,
-0.0027253921143710613,
0.04642999544739723,
-0.004236888140439987,
-0.11008544266223907,
-0.03991355374455452,
-0.014665079303085804,
0.06358248740434647,
-0.058387454599142075,
0.0261994618922472,
0.040949027985334396,
-0.0007408967358060181,
0.0015834076330065727,
-0.1477653533220291,
0.052422262728214264,
-0.010157499462366104,
-0.010255670174956322,
-0.10429255664348602,
-0.019700849428772926,
0.01017587911337614,
0.03032734803855419,
-2.469148659105262e-33,
0.04332903400063515,
-0.0014220488956198096,
0.003109969198703766,
0.07754788547754288,
-0.04434176906943321,
-0.011516893282532692,
-0.07696138322353363,
0.018074242398142815,
-0.12933316826820374,
0.05766649171710014,
-0.11362898349761963,
-0.004035167396068573,
-0.04915134236216545,
0.06196114420890808,
0.059740256518125534,
0.001251240842975676,
0.0682704895734787,
-0.02649570070207119,
-0.05915464460849762,
0.01046012993901968,
-0.06209607422351837,
0.054173536598682404,
0.004129149951040745,
-0.04346412047743797,
-0.015585025772452354,
0.029828710481524467,
0.037983238697052,
-0.03967173770070076,
-0.05615121126174927,
0.03715750202536583,
-0.031192203983664513,
0.022007521241903305,
-0.04122935235500336,
0.032883912324905396,
-0.03813037648797035,
0.07928156107664108,
-0.0098976856097579,
-0.03919278457760811,
0.01701829582452774,
-0.07046516984701157,
0.04310959577560425,
-0.015674889087677002,
-0.03931455314159393,
-0.05465143918991089,
0.032776400446891785,
0.015812816098332405,
0.09699387103319168,
-0.010807611979544163,
0.0424911230802536,
0.02183443494141102,
-0.056417517364025116,
0.002320091938599944,
-0.014405675232410431,
-0.020415449514985085,
0.04643961414694786,
-0.0003100441535934806,
-0.05521947517991066,
0.003807120956480503,
0.02748117968440056,
-0.0008295975276269019,
0.09412902593612671,
-0.03346388041973114,
0.030267048627138138,
-0.05754387006163597,
-0.010203806683421135,
0.02648661471903324,
-0.08983998000621796,
0.03774019330739975,
0.06628251820802689,
-0.058238133788108826,
-0.016386479139328003,
-0.03445636108517647,
0.023623831570148468,
0.07921960949897766,
0.00024155549181159586,
0.03765605017542839,
0.03864917531609535,
0.07694759964942932,
0.044542133808135986,
0.0000860311629367061,
-0.013908579014241695,
-0.044860370457172394,
-0.018490679562091827,
-0.023750776425004005,
0.06265094876289368,
0.11122915893793106,
0.04140381142497063,
-0.012242548167705536,
-0.053887881338596344,
0.05046786367893219,
-0.12348563969135284,
-0.01198814157396555,
-0.005988596938550472,
-0.10063864290714264,
-0.08008942008018494,
1.1758635295168426e-33,
-0.07119251042604446,
0.004404006060212851,
-0.0287241842597723,
-0.041186973452568054,
-0.018925584852695465,
-0.028237096965312958,
0.011980891227722168,
0.11584872752428055,
-0.0438716821372509,
-0.04069336876273155,
-0.039646048098802567,
0.017816197127103806,
0.05841432884335518,
-0.07456950843334198,
-0.0427648089826107,
0.04096408560872078,
0.014821847900748253,
-0.15885894000530243,
0.04295935481786728,
-0.0333525650203228,
-0.004574186634272337,
0.05085420981049538,
-0.012918512336909771,
-0.020511161535978317,
-0.03264577314257622,
0.01787138730287552,
0.05980182811617851,
0.07179588079452515,
-0.04101962596178055,
-0.009527124464511871,
-0.020912181586027145,
-0.007447311654686928,
-0.025272667407989502,
-0.018068840727210045,
0.04966430738568306,
-0.005093737039715052,
0.0714421272277832,
0.05822918191552162,
-0.04918225482106209,
-0.03959174081683159,
-0.0444076843559742,
-0.05827545374631882,
0.002822481794282794,
0.10191022604703903,
0.0758720338344574,
-0.013169093988835812,
-0.12389588356018066,
0.00004185879879514687,
-0.004942903760820627,
0.0054290806874632835,
-0.002005157060921192,
0.017842251807451248,
-0.07795773446559906,
0.12609265744686127,
0.015397503040730953,
-0.07920987159013748,
-0.06219116225838661,
0.018062317743897438,
0.01708262972533703,
-0.0467103011906147,
-0.0222731102257967,
0.030889276415109634,
-0.12362468242645264,
0.030252641066908836,
0.12619911134243011,
0.05297687277197838,
-0.05905282497406006,
0.00044052506564185023,
0.03387283533811569,
0.0005049623432569206,
0.11555565893650055,
-0.017287801951169968,
-0.06853249669075012,
-0.026086140424013138,
-0.033106882125139236,
-0.061545480042696,
-0.03679010272026062,
0.040142081677913666,
0.045407261699438095,
0.03055298700928688,
-0.009508936665952206,
-0.01065406110137701,
-0.04798166826367378,
-0.026597056537866592,
-0.05169916898012161,
0.013731725513935089,
0.06893304735422134,
-0.007634959649294615,
0.0023887299466878176,
0.002192156622186303,
0.0019659684039652348,
0.04173200950026512,
0.015577824786305428,
0.033626411110162735,
0.019854877144098282,
-1.591187270832961e-8,
0.0082797696813941,
0.053819313645362854,
-0.04405272752046585,
-0.001609634724445641,
-0.027799835428595543,
-0.05584322661161423,
-0.053420282900333405,
0.030252819880843163,
0.058500032871961594,
0.04822934418916702,
0.05338044837117195,
0.049398135393857956,
0.10141182690858841,
0.009943531826138496,
0.018266618251800537,
0.0019932729192078114,
0.03814907371997833,
0.09880122542381287,
-0.01604943908751011,
0.0037959900218993425,
0.04487485811114311,
0.019351523369550705,
-0.011365141719579697,
0.022335076704621315,
0.03149593994021416,
-0.02783278562128544,
-0.06984730809926987,
-0.07011651992797852,
0.03432229161262512,
0.00007333100802497938,
0.04100913181900978,
0.07423259317874908,
0.030323341488838196,
-0.04863908886909485,
0.05612184852361679,
0.006293061655014753,
-0.12822642922401428,
0.015131622552871704,
0.052704181522130966,
-0.059367381036281586,
0.02154228463768959,
-0.028998946771025658,
0.020838545635342598,
-0.0027341307140886784,
-0.06431449204683304,
-0.04161455109715462,
0.031826797872781754,
0.04527342692017555,
-0.031868062913417816,
-0.0060237497091293335,
-0.051676537841558456,
0.014574969187378883,
0.04470844566822052,
0.006309406831860542,
0.07947362959384918,
-0.01605699397623539,
0.0589464008808136,
0.054612550884485245,
-0.03254062309861183,
0.03357728198170662,
0.052944667637348175,
-0.009778291918337345,
0.0006944375927560031,
0.009491273202002048
] | p | Demetrios: | [
"blog",
"blog/fast-embed-models"
] | 16,036 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(43) | [
-0.11566200852394104,
-0.00015753056504763663,
0.024437500163912773,
-0.024179955944418907,
0.05381166189908981,
0.019318867474794388,
0.1136617511510849,
-0.07515117526054382,
-0.0913744643330574,
-0.008053123950958252,
-0.0330042690038681,
0.13552729785442352,
-0.010315872728824615,
0.0513450913131237,
0.005240919999778271,
-0.007651399355381727,
-0.032462675124406815,
-0.09685917943716049,
-0.04648591950535774,
-0.011107300408184528,
-0.02954220026731491,
0.006154787261039019,
0.13112913072109222,
-0.02850623056292534,
0.03349226713180542,
-0.013935975730419159,
-0.00021361993276514113,
0.0578397773206234,
-0.0110661955550313,
-0.0246721338480711,
-0.04738619178533554,
0.03522617742419243,
-0.05574355274438858,
-0.047783903777599335,
-0.031568147242069244,
0.056106507778167725,
0.039891522377729416,
-0.03710874915122986,
0.021031316369771957,
0.05762973427772522,
0.00871751457452774,
-0.013926689513027668,
-0.012689628638327122,
0.055837105959653854,
-0.04499815031886101,
-0.02027089148759842,
-0.05112537741661072,
0.08594132214784622,
0.024415122345089912,
-0.05435562506318092,
-0.03272499889135361,
-0.019503019750118256,
0.008223026059567928,
0.00670123053714633,
0.027932358905673027,
-0.08106940239667892,
0.01638665795326233,
-0.07385847717523575,
0.024892834946513176,
-0.0230516716837883,
-0.04864026978611946,
0.10095425695180893,
-0.08627285808324814,
0.07053801417350769,
-0.09864170849323273,
0.018756745383143425,
0.04117433726787567,
-0.01203185599297285,
-0.07395986467599869,
0.043126847594976425,
0.03779241442680359,
0.01778506487607956,
-0.019219791516661644,
-0.04223467782139778,
0.0256572924554348,
0.011670253239572048,
0.10817866772413254,
0.043124716728925705,
0.033327940851449966,
0.020771615207195282,
-0.047927383333444595,
0.03146272525191307,
-0.033888835459947586,
-0.05836786702275276,
-0.01595131866633892,
-0.06228022649884224,
0.08723748475313187,
0.03244367241859436,
0.004952463321387768,
-0.027825096622109413,
-0.06146244704723358,
0.01261221058666706,
-0.04662436246871948,
0.0318261943757534,
-0.06545021384954453,
-0.008606626652181149,
0.06242441013455391,
-0.042074333876371384,
-0.0319523960351944,
0.0886121466755867,
0.06667250394821167,
-0.003847674233838916,
0.031680878251791,
-0.032623257488012314,
0.0031133561860769987,
-0.030708445236086845,
0.03038456104695797,
0.022156110033392906,
-0.02394813857972622,
-0.08758671581745148,
-0.014396625570952892,
0.029316265136003494,
-0.012989716604351997,
0.0881037786602974,
-0.028660783544182777,
0.06733325123786926,
0.00391878467053175,
0.011721089482307434,
0.012222519144415855,
0.01716487482190132,
0.05945276468992233,
0.07103521376848221,
0.010778086259961128,
-0.08076794445514679,
0.015905415639281273,
-0.06580127775669098,
0.0966399610042572,
-3.883750315828311e-33,
0.035675521939992905,
0.002575390040874481,
0.014736705459654331,
0.000674527429509908,
0.1149384006857872,
-0.004070754628628492,
-0.02106632851064205,
-0.009940458461642265,
0.061330363154411316,
0.07553515583276749,
0.08418682217597961,
0.01757173053920269,
-0.026018518954515457,
-0.04229653626680374,
-0.04732149839401245,
-0.025043906643986702,
0.004204000812023878,
0.05466403439640999,
0.10872211307287216,
0.1051960438489914,
-0.031128939241170883,
0.07860060781240463,
-0.0221342071890831,
0.0768258273601532,
-0.017149366438388824,
0.0033277636393904686,
0.04336100444197655,
-0.04158758372068405,
0.05266521871089935,
0.0029861456714570522,
-0.02947823703289032,
0.054434437304735184,
-0.025654971599578857,
0.0624689981341362,
-0.02963610552251339,
0.020176878198981285,
-0.004587114322930574,
-0.01262706145644188,
-0.0038023549132049084,
0.040844470262527466,
0.006170051172375679,
0.03016507811844349,
-0.02675771154463291,
-0.004596112295985222,
-0.10350777953863144,
0.06396637856960297,
0.0694320797920227,
-0.026334725320339203,
0.02661886066198349,
0.04569866880774498,
-0.012481716461479664,
0.03973536938428879,
-0.12349259108304977,
-0.0030039572156965733,
-0.04286053404211998,
0.007162204012274742,
-0.03030642867088318,
-0.016915755346417427,
0.014724542386829853,
0.09694499522447586,
0.036519765853881836,
0.059278156608343124,
0.06487439572811127,
-0.0036853072233498096,
-0.09896709024906158,
0.010131096467375755,
-0.02726024203002453,
0.041100483387708664,
0.05490971729159355,
-0.015725841745734215,
-0.047036416828632355,
0.025933127850294113,
0.0278950072824955,
-0.011786136776208878,
-0.0681244432926178,
-0.05430787429213524,
-0.09132874757051468,
-0.03516819700598717,
0.001791394199244678,
-0.05364269018173218,
-0.07801893353462219,
-0.008201586082577705,
0.060292720794677734,
-0.03855431452393532,
0.03951416537165642,
-0.0204534400254488,
0.04443832114338875,
-0.128605917096138,
-0.012042077258229256,
-0.01954377442598343,
-0.010708742775022984,
0.02163802459836006,
0.06563750654459,
0.040321867913007736,
-0.1397174745798111,
3.049850398922157e-33,
0.02350594662129879,
-0.032506313174963,
0.0865904912352562,
0.13185051083564758,
-0.02065907046198845,
-0.015173619613051414,
0.06633875519037247,
0.08718997985124588,
-0.09767112135887146,
0.03662627935409546,
0.028333166614174843,
-0.01855795457959175,
0.029422003775835037,
0.04178798198699951,
-0.07624121755361557,
0.03151476010680199,
0.11708903312683105,
0.027616195380687714,
0.010721071623265743,
0.008955406956374645,
-0.017533600330352783,
0.03422791138291359,
0.032302375882864,
0.05198275297880173,
-0.03602223098278046,
0.06741850078105927,
0.013332092203199863,
0.08132404088973999,
0.04012846201658249,
0.004233524668961763,
0.0066299522295594215,
-0.09189127385616302,
-0.04963187128305435,
-0.02383185178041458,
-0.05190996825695038,
0.14399757981300354,
-0.04008350893855095,
-0.009395015425980091,
-0.01906535215675831,
-0.044931553304195404,
0.004077969118952751,
-0.0078683290630579,
-0.0454208105802536,
0.10629504173994064,
0.08260678499937057,
-0.037516720592975616,
0.008003518916666508,
-0.05533081665635109,
-0.10569483786821365,
0.05629051476716995,
-0.03457113355398178,
-0.024571267887949944,
-0.028487108647823334,
-0.023695239797234535,
-0.030442068353295326,
-0.0061716120690107346,
0.0733816996216774,
-0.0005742576904594898,
0.05374554172158241,
-0.0306535717099905,
-0.08970317989587784,
0.0069215502589941025,
-0.04870748519897461,
0.005563333630561829,
0.05523080378770828,
0.06231999024748802,
-0.05788429453969002,
-0.02518787607550621,
-0.08538149297237396,
-0.018166471272706985,
0.03577157482504845,
-0.06875825673341751,
-0.03997732326388359,
-0.03063531406223774,
0.06109051778912544,
-0.1023675724864006,
0.04797154292464256,
-0.007829338312149048,
-0.00726075517013669,
-0.03989366069436073,
-0.07879114896059036,
-0.023782696574926376,
-0.011419473215937614,
-0.0277645792812109,
0.050918251276016235,
0.00046007701894268394,
-0.017949409782886505,
-0.043393272906541824,
-0.02570207603275776,
0.045724790543317795,
-0.0030086729675531387,
0.06797634065151215,
0.006009691394865513,
0.004209333565086126,
-0.0023350180126726627,
-1.5844060285985506e-8,
-0.03717418387532234,
0.028418855741620064,
-0.004351615905761719,
-0.019301315769553185,
-0.0007731455843895674,
0.06706307083368301,
-0.029070889577269554,
-0.009002381935715675,
-0.04633999615907669,
-0.0067438106052577496,
0.07156640291213989,
0.003497584955766797,
0.041040729731321335,
0.08202004432678223,
0.01807669922709465,
-0.030124234035611153,
0.006223693490028381,
0.10633547604084015,
-0.06635385751724243,
0.01435278169810772,
-0.056900084018707275,
0.04275995120406151,
0.004447282757610083,
-0.00888203177601099,
-0.00652801338583231,
0.07307925075292587,
0.007663514465093613,
0.0741732269525528,
0.06119256466627121,
0.04440287873148918,
0.03142431378364563,
0.0060731396079063416,
-0.043507494032382965,
-0.039923183619976044,
0.02788669429719448,
-0.08635307103395462,
-0.004290631506592035,
0.004705190658569336,
-0.08126696944236755,
0.006591078359633684,
-0.08335889130830765,
-0.00848317053169012,
0.0210585817694664,
-0.06320389360189438,
0.00820531602948904,
0.045153360813856125,
0.039753202348947525,
-0.03849554806947708,
-0.013556350953876972,
-0.04807258024811745,
0.013036337681114674,
-0.0029105241410434246,
0.007145680487155914,
0.048409853130578995,
0.020549310371279716,
0.01617584004998207,
-0.01347289327532053,
-0.08639264106750488,
0.005337478127330542,
0.03235097602009773,
0.14893245697021484,
-0.05433841794729233,
-0.01036591362208128,
0.10528675466775894
] | p | Amazing. | [
"blog",
"blog/fast-embed-models"
] | 16,037 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(43) | [
-0.013762540183961391,
-0.07613011449575424,
-0.04692068696022034,
0.03975920379161835,
0.012303784489631653,
0.058079734444618225,
-0.06717098504304886,
-0.05637011304497719,
0.00989440642297268,
-0.024321991950273514,
0.06528458744287491,
0.0648777112364769,
0.0061513641849160194,
0.0054487562738358974,
-0.015560158528387547,
-0.06941144168376923,
0.09967120736837387,
0.11290617287158966,
-0.04241121560335159,
0.03091110661625862,
-0.07941198348999023,
-0.08697465807199478,
0.017336087301373482,
-0.04579516872763634,
0.01503436453640461,
-0.006574901752173901,
-0.06012904271483421,
0.050880640745162964,
0.08896638453006744,
-0.04022414982318878,
0.029938191175460815,
-0.029918765649199486,
-0.028078103438019753,
-0.0032270115334540606,
-0.049802642315626144,
0.09628217667341232,
-0.012019963003695011,
0.0031409666407853365,
-0.08749622106552124,
-0.010337773710489273,
0.02226603403687477,
-0.050154656171798706,
-0.01522636879235506,
0.031232060864567757,
-0.039715636521577835,
-0.040278419852256775,
-0.028012610971927643,
0.019640950486063957,
0.06609971821308136,
0.020707961171865463,
-0.0912378653883934,
-0.024126296862959862,
-0.0353294238448143,
-0.006338130217045546,
-0.030459269881248474,
0.0021531383972615004,
-0.015052888542413712,
0.046899449080228806,
0.0321979895234108,
-0.005347083322703838,
0.007433412130922079,
0.012813743203878403,
0.028174197301268578,
0.043406371027231216,
0.0977066308259964,
-0.007771346252411604,
-0.035058531910181046,
0.07045923173427582,
0.07291979342699051,
0.003451418364420533,
-0.02854274772107601,
0.05989720672369003,
-0.054325398057699203,
0.02501402050256729,
-0.018524369224905968,
0.002001805230975151,
0.03793761134147644,
-0.0033936139661818743,
-0.03705326095223427,
0.0014631880912929773,
-0.01208339910954237,
-0.05156385153532028,
0.019502975046634674,
-0.024550586938858032,
-0.006979805417358875,
-0.0006627177936024964,
0.026087986305356026,
-0.018748216331005096,
-0.08138231188058853,
-0.05644015595316887,
0.026449639350175858,
0.01804913580417633,
0.10195236653089523,
-0.008279070258140564,
0.05153503268957138,
0.02357170544564724,
-0.008369745686650276,
-0.017025098204612732,
0.009176024235785007,
0.06968076527118683,
-0.0028287628665566444,
0.0684279128909111,
0.0491500087082386,
0.09910563379526138,
0.01029193215072155,
-0.06012943759560585,
0.036488257348537445,
0.0329664945602417,
-0.014318855479359627,
0.02074120193719864,
-0.11424446851015091,
0.02885596640408039,
0.022046200931072235,
-0.006565226707607508,
0.005489107221364975,
-0.020304938778281212,
-0.012535366229712963,
-0.035989802330732346,
0.05922313407063484,
0.004960986785590649,
0.024999015033245087,
0.018055345863103867,
0.014864275231957436,
0.011867377907037735,
0.10307077318429947,
-0.06245854124426842,
0.03357711434364319,
-2.9627672060193496e-33,
0.04261608049273491,
-0.05037758871912956,
-0.0251262616366148,
-0.05396692827343941,
0.05674431100487709,
-0.03284109756350517,
-0.006131201516836882,
0.08246686309576035,
-0.06692717224359512,
0.024916348978877068,
0.004294827114790678,
-0.02855757251381874,
-0.03574582189321518,
0.14586925506591797,
0.0830407366156578,
-0.110366590321064,
-0.052497703582048416,
0.022852564230561256,
-0.04973756894469261,
-0.03555724024772644,
-0.08507449924945831,
-0.07362745702266693,
0.019086921587586403,
0.03667338192462921,
0.05796182528138161,
-0.02575765736401081,
0.04418325796723366,
-0.022194430232048035,
0.050208259373903275,
0.03665695711970329,
-0.10880506038665771,
-0.0938151478767395,
-0.02151406742632389,
-0.07917390763759613,
0.07452532649040222,
-0.017413994297385216,
-0.026731323450803757,
-0.017432548105716705,
-0.02913719229400158,
-0.006022586487233639,
-0.017708588391542435,
-0.07656988501548767,
-0.09287440776824951,
0.000055239073844859377,
-0.027857616543769836,
0.04699638858437538,
-0.013969464227557182,
0.03459978476166725,
0.002391127636656165,
0.0010958191705867648,
0.06915074586868286,
0.024019848555326462,
-0.022161612287163734,
-0.013285418972373009,
-0.06310496479272842,
0.021376119926571846,
-0.006804028060287237,
0.036869604140520096,
0.10564304888248444,
0.03540094941854477,
-0.0451359897851944,
0.05969813093543053,
-0.014382748864591122,
0.006073297932744026,
-0.10664108395576477,
-0.08201932162046432,
0.023486418649554253,
0.01897382363677025,
0.06327641010284424,
0.031803831458091736,
-0.019442612305283546,
-0.02222800813615322,
-0.008569988422095776,
-0.0412118174135685,
-0.11899006366729736,
0.0014511396875604987,
-0.0920320600271225,
-0.04944831132888794,
-0.024011241272091866,
-0.006172425579279661,
0.022941872477531433,
-0.04665623977780342,
-0.03220859542489052,
-0.02869212068617344,
0.07373415678739548,
-0.09446906298398972,
0.047478340566158295,
-0.0876794159412384,
0.023859281092882156,
-0.09692582488059998,
-0.025867577642202377,
-0.0001748056529322639,
0.010157698765397072,
-0.04638901725411415,
-0.01007658988237381,
3.403197204952621e-33,
-0.032426293939352036,
-0.11399627476930618,
-0.030100738629698753,
0.10876032710075378,
0.0009462297894060612,
0.06751206517219543,
-0.06402276456356049,
0.003566446714103222,
-0.11849705129861832,
0.08566068857908249,
-0.061254341155290604,
-0.005625834688544273,
-0.018606428056955338,
-0.0031791385263204575,
0.07086113095283508,
0.054084714502096176,
0.13078445196151733,
0.03721766546368599,
-0.05009999871253967,
0.044709086418151855,
0.01835247501730919,
-0.03887084871530533,
0.02419189363718033,
0.11719688028097153,
0.010972816497087479,
0.0835936889052391,
0.06880229711532593,
-0.014399881474673748,
-0.0842127874493599,
0.05810827389359474,
0.006854101084172726,
-0.03281937912106514,
-0.13058489561080933,
-0.014042593538761139,
-0.008298681117594242,
0.028198886662721634,
-0.020627330988645554,
0.08683592826128006,
-0.05213876813650131,
-0.1006513461470604,
0.0779137909412384,
-0.036321014165878296,
-0.10653891414403915,
0.02385384403169155,
-0.0037177447229623795,
0.04810776561498642,
-0.05630910024046898,
-0.017001783475279808,
0.040513552725315094,
0.09280753135681152,
-0.00807610061019659,
-0.0019746245816349983,
0.020660385489463806,
0.00009254487667931244,
0.007583002559840679,
-0.08070593327283859,
-0.028256725519895554,
-0.04291059821844101,
-0.008081422187387943,
0.02176901511847973,
-0.01393558457493782,
-0.1340944468975067,
0.015074322000145912,
-0.018478909507393837,
0.0760059654712677,
-0.04477570578455925,
0.007068121340125799,
0.0007383719203062356,
-0.10267054289579391,
0.07052717357873917,
0.02528308518230915,
-0.04105499014258385,
-0.00006282319372985512,
0.06019633263349533,
-0.0198462326079607,
-0.038057807832956314,
0.0899335965514183,
0.08143050223588943,
-0.005165786016732454,
-0.02396613173186779,
-0.0029869640711694956,
0.010905629023909569,
0.02490445040166378,
-0.061018288135528564,
-0.022828659042716026,
0.0007709839264862239,
-0.030773289501667023,
0.00006138628668850288,
0.011362538672983646,
-0.018599264323711395,
0.05863863602280617,
0.025091014802455902,
0.011344886384904385,
0.055670738220214844,
-0.004439023323357105,
-1.538034233306007e-8,
-0.05885104835033417,
0.009213528595864773,
0.12915576994419098,
0.017347853630781174,
-0.029149170964956284,
-0.0046331314370036125,
-0.0026807517278939486,
0.056874990463256836,
0.03991733863949776,
0.01618245802819729,
0.003428975585848093,
-0.09463910013437271,
0.0026660726871341467,
0.05785251408815384,
0.07702188938856125,
0.051075953990221024,
-0.0018579404568299651,
-0.006995714269578457,
-0.050064198672771454,
0.026153380051255226,
-0.048793721944093704,
0.12607571482658386,
0.06234300136566162,
0.01026623323559761,
0.015645360574126244,
0.03704506531357765,
0.034590594470500946,
0.032111797481775284,
0.03474635258316994,
0.00417000986635685,
-0.02375892549753189,
0.07421795278787613,
-0.04299585893750191,
-0.05604945123195648,
0.008129941299557686,
0.053274814039468765,
0.03051290102303028,
0.045748285949230194,
-0.03897922486066818,
-0.03960185870528221,
-0.031234310939908028,
0.07066574692726135,
0.0959717333316803,
-0.08655903488397598,
0.06017819792032242,
0.03212530165910721,
0.004045827314257622,
-0.030948519706726074,
0.04009123891592026,
-0.020352695137262344,
-0.012800942175090313,
-0.013840893283486366,
-0.0036215519066900015,
0.030224448069930077,
0.051978081464767456,
0.025319883599877357,
0.0436478815972805,
0.0003537172742653638,
0.04674186185002327,
0.04248883202672005,
0.031312551349401474,
0.045283932238817215,
0.10030797868967056,
0.04760341718792915
] | p | Like FastEmbed. | [
"blog",
"blog/fast-embed-models"
] | 16,038 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(44) | [
-0.07068775594234467,
0.10394103825092316,
-0.032273970544338226,
0.008267688564956188,
-0.04559528827667236,
-0.0004329704097472131,
0.04587487131357193,
-0.041867148131132126,
0.000811785866972059,
-0.06371096521615982,
0.04983411356806755,
-0.18026813864707947,
-0.018794164061546326,
-0.039112940430641174,
0.00018304963305126876,
-0.08386178314685822,
-0.027695834636688232,
0.026668086647987366,
-0.010040225461125374,
-0.10622676461935043,
-0.099820576608181,
0.0040987590327858925,
-0.024684645235538483,
-0.053897786885499954,
-0.027138832956552505,
-0.0014770107809454203,
0.04932659864425659,
-0.021017003804445267,
0.06485504657030106,
-0.056955114006996155,
0.02565472573041916,
0.050222381949424744,
-0.055834244936704636,
0.006442325655370951,
0.024624360725283623,
0.010866050608456135,
-0.11144094914197922,
0.06123407930135727,
0.058808885514736176,
-0.016405116766691208,
0.029392285272479057,
-0.0977497398853302,
-0.00015348783927038312,
-0.051837675273418427,
0.03870869800448418,
-0.011100987903773785,
-0.05021699517965317,
0.03524097427725792,
-0.06421039253473282,
0.03628423064947128,
-0.12701556086540222,
-0.014285646378993988,
0.04741724207997322,
-0.030110830441117287,
0.12650896608829498,
-0.11083002388477325,
-0.03181149810552597,
-0.054958559572696686,
0.02013329230248928,
0.04824584349989891,
0.08594918251037598,
0.02103479951620102,
-0.055323660373687744,
0.002080952050164342,
-0.023726485669612885,
-0.04035935923457146,
0.007595332805067301,
-0.049308665096759796,
-0.0022003387566655874,
0.023260854184627533,
0.050495658069849014,
-0.01366446539759636,
0.001573912682943046,
0.015814168378710747,
-0.017103558406233788,
-0.07771310210227966,
-0.012339871376752853,
-0.004139802418649197,
-0.02992989309132099,
-0.015274051576852798,
0.06513717770576477,
0.056913528591394424,
0.007358583156019449,
-0.03506247326731682,
0.0008929661707952619,
-0.07185610383749008,
0.02243306301534176,
0.002056086203083396,
-0.019975455477833748,
0.004933557473123074,
0.04855538532137871,
0.0818604826927185,
-0.08270714432001114,
-0.02287595346570015,
-0.005614920053631067,
-0.07434341311454773,
-0.05708927661180496,
-0.0273688193410635,
-0.056723564863204956,
0.09749575704336166,
-0.02480403147637844,
0.039316464215517044,
-0.0024050783831626177,
0.1016547828912735,
-0.13643276691436768,
-0.046753089874982834,
-0.041039686650037766,
-0.06982844322919846,
-0.007715950254350901,
0.03550608828663826,
-0.021551549434661865,
-0.03815723955631256,
-0.10206186026334763,
-0.05955369025468826,
0.03969781845808029,
0.045870136469602585,
0.01739412732422352,
-0.011080645024776459,
-0.028875986114144325,
0.015031000599265099,
-0.012232995592057705,
0.0042800516821444035,
-0.09139235317707062,
0.015455805696547031,
-0.0563923716545105,
0.00544072687625885,
0.05155967175960541,
-5.820976852762445e-34,
-0.04166588932275772,
0.013514574617147446,
0.0006108566303737462,
0.021234335377812386,
0.020014658570289612,
-0.1131228655576706,
-0.08195053040981293,
-0.07391707599163055,
-0.03752712905406952,
-0.07056131213903427,
0.09279415011405945,
-0.025820063427090645,
-0.05103582516312599,
-0.03303706273436546,
0.03623439744114876,
0.05275561287999153,
-0.006699723657220602,
-0.00992574729025364,
0.029194412752985954,
0.021893702447414398,
0.06431981921195984,
0.006571618840098381,
-0.01311112754046917,
0.006589963566511869,
0.03745206445455551,
0.005738172680139542,
0.1107761412858963,
-0.029643936082720757,
0.04679110646247864,
0.0031198947690427303,
0.11188853532075882,
-0.038264255970716476,
-0.025741029530763626,
-0.026690183207392693,
-0.03333727642893791,
0.00956655666232109,
-0.012149951420724392,
-0.01647823676466942,
-0.049891144037246704,
-0.03596041351556778,
-0.07448608428239822,
0.03711322695016861,
0.06959652900695801,
-0.021047264337539673,
-0.05245525389909744,
0.0397026501595974,
0.04060634225606918,
0.000622553110588342,
0.11922502517700195,
-0.022605204954743385,
-0.010133876465260983,
0.0290971826761961,
-0.030443435534834862,
0.011534971185028553,
0.03423738852143288,
0.07074528932571411,
0.025608766824007034,
-0.011826049536466599,
0.02436809055507183,
-0.02699776366353035,
-0.04960807040333748,
-0.07658786326646805,
-0.06206924095749855,
-0.004235155880451202,
0.006675313226878643,
-0.02995873987674713,
-0.01918862573802471,
-0.057671014219522476,
0.0640057623386383,
-0.005079754628241062,
-0.09377079457044601,
0.024907222017645836,
0.01504012756049633,
0.021807892248034477,
-0.06859384477138519,
0.013223842717707157,
0.023214593529701233,
0.06807181239128113,
-0.034662339836359024,
0.08211280405521393,
-0.034077342599630356,
0.12938563525676727,
0.05578674003481865,
-0.06000180169939995,
0.056992463767528534,
-0.02903018519282341,
-0.04511989280581474,
0.019331488758325577,
0.027741631492972374,
-0.004302895627915859,
-0.011466762982308865,
0.026648476719856262,
0.013622675091028214,
-0.010173131711781025,
-0.0038356445729732513,
-2.0472517979806426e-33,
0.08065681159496307,
-0.016770852729678154,
-0.03447897359728813,
0.0472111701965332,
0.028989393264055252,
0.06383007764816284,
0.007946689613163471,
0.0593193918466568,
0.03551793470978737,
0.0535566508769989,
0.0226060152053833,
0.0608404278755188,
0.07048070430755615,
0.07261376082897186,
0.03326888754963875,
0.0067984722554683685,
0.07568950206041336,
0.09278085827827454,
-0.06134680658578873,
-0.028954017907381058,
-0.039069272577762604,
0.06460077315568924,
-0.03899623826146126,
-0.0639052465558052,
-0.03902856633067131,
0.06075809895992279,
-0.00287012942135334,
0.021769873797893524,
-0.15225118398666382,
-0.020739758387207985,
0.015766600146889687,
-0.09263232350349426,
-0.11146822571754456,
0.015105975791811943,
0.016986340284347534,
-0.03377431631088257,
0.05593981221318245,
0.05165562033653259,
-0.08589161187410355,
0.10529367625713348,
0.01635226607322693,
0.11517208814620972,
0.04698754847049713,
0.04921049252152443,
-0.0446074940264225,
-0.05599527060985565,
-0.005142670124769211,
0.03745724633336067,
-0.024698061868548393,
-0.03633743152022362,
0.061830732971429825,
0.06906186044216156,
-0.01641569472849369,
-0.041297659277915955,
0.05945596098899841,
0.06623156368732452,
0.03618892654776573,
0.02242373302578926,
0.010248703882098198,
-0.015547323040664196,
-0.031165987253189087,
0.014842984266579151,
0.05610073357820511,
-0.0347207635641098,
-0.005509680137038231,
0.0054843006655573845,
0.0038424308877438307,
-0.008775779977440834,
0.0906047374010086,
-0.034864895045757294,
0.014720596373081207,
0.011749574914574623,
-0.047957971692085266,
-0.0038633516523987055,
0.006355015095323324,
0.04139116406440735,
0.027079086750745773,
0.12975548207759857,
0.04956136643886566,
-0.023331860080361366,
0.015095432288944721,
-0.036630723625421524,
-0.06790219992399216,
-0.01433450449258089,
0.02518315054476261,
-0.04520081356167793,
0.0763431191444397,
-0.026742514222860336,
0.13408009707927704,
-0.051036227494478226,
0.007757691200822592,
0.034139759838581085,
-0.0256732776761055,
-0.02824524976313114,
-0.016818111762404442,
-1.8069028939748932e-8,
-0.016450917348265648,
-0.07143577933311462,
-0.11094323545694351,
-0.007817811332643032,
-0.009186509996652603,
-0.021776895970106125,
-0.017809027805924416,
-0.049035243690013885,
0.0049819741398096085,
-0.015159492380917072,
0.060278214514255524,
0.027656201273202896,
-0.029738182201981544,
-0.015590880066156387,
-0.023340361192822456,
-0.030438460409641266,
-0.007235548924654722,
0.0231041107326746,
-0.005107253789901733,
-0.007690038066357374,
0.01792915165424347,
0.03596647083759308,
-0.030666319653391838,
-0.004600928630679846,
-0.04288889095187187,
0.07763905823230743,
0.020379183813929558,
-0.02855442650616169,
-0.01900249347090721,
0.050212834030389786,
0.018175482749938965,
0.09026622027158737,
-0.007369706407189369,
-0.04591996967792511,
0.03711714595556259,
0.011690162122249603,
0.04356744512915611,
0.04943389073014259,
0.007953883148729801,
0.019525371491909027,
0.009648839011788368,
-0.03486694395542145,
0.018437381833791733,
-0.010564640164375305,
-0.06982678920030594,
0.049094196408987045,
-0.010607065632939339,
0.003308218438178301,
-0.0009807032765820622,
0.01210919301956892,
-0.13703741133213043,
-0.012378084473311901,
0.04326265677809715,
0.0610773079097271,
-0.015495088882744312,
0.018981438130140305,
0.027429498732089996,
-0.03161482885479927,
-0.05719099938869476,
0.016342893242836,
0.13294604420661926,
-0.05916442722082138,
-0.0066912854090332985,
0.12679894268512726
] | p | Nirant Kasliwal: | [
"blog",
"blog/fast-embed-models"
] | 16,039 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(44) | [
-0.12919768691062927,
0.035191357135772705,
0.014235814101994038,
0.03364800289273262,
0.035817619413137436,
0.028737222775816917,
0.11645695567131042,
-0.021012969315052032,
-0.09036053717136383,
-0.10622143745422363,
0.037583280354738235,
0.09052388370037079,
-0.025749970227479935,
0.07018251717090607,
0.07733452320098877,
0.05392229184508324,
-0.0570308119058609,
-0.08954350650310516,
-0.045250304043293,
-0.004972037393599749,
-0.05861303210258484,
-0.007364099845290184,
-0.05583599954843521,
0.03223200887441635,
0.02864615060389042,
-0.007110171485692263,
-0.04212217032909393,
0.027520140632987022,
-0.03100297413766384,
-0.03239447623491287,
-0.005393424071371555,
-0.0016241156263276935,
0.021045558154582977,
0.015999261289834976,
-0.01402993593364954,
0.0366799496114254,
-0.0402335487306118,
-0.03100050799548626,
0.05157338082790375,
-0.0037844288162887096,
-0.0031078446190804243,
-0.058879952877759933,
-0.039139483124017715,
0.06528810411691666,
0.009012308903038502,
0.013795435428619385,
-0.05492132902145386,
0.044961437582969666,
0.05978989973664284,
-0.07430417835712433,
-0.01942387782037258,
0.01144625898450613,
-0.0022981297224760056,
0.020413050428032875,
0.1450735628604889,
-0.06026959791779518,
0.05519683286547661,
0.011534103192389011,
0.002813342958688736,
0.04842936992645264,
0.019920777529478073,
-0.025219416245818138,
-0.13547810912132263,
0.14601284265518188,
0.011988925747573376,
0.0044086650013923645,
-0.07971590757369995,
-0.14314492046833038,
-0.023306967690587044,
0.00451843673363328,
-0.011277938261628151,
0.020298762246966362,
0.1117815226316452,
-0.08723846077919006,
0.03154420852661133,
0.036714013665914536,
0.013742872513830662,
0.031676117330789566,
0.0649285838007927,
0.034032177180051804,
-0.009172357618808746,
-0.008974834345281124,
-0.048108357936143875,
0.0018391283228993416,
0.006503694225102663,
-0.041870467364788055,
0.10028847306966782,
0.05635970085859299,
0.057069506496191025,
0.054436489939689636,
-0.00331905297935009,
-0.03532234951853752,
0.06632744520902634,
-0.016536198556423187,
-0.07416893541812897,
-0.0695405900478363,
0.012127311900258064,
-0.06613773107528687,
-0.020414819940924644,
0.07179732620716095,
0.019005997106432915,
0.017299823462963104,
0.00516692316159606,
-0.02679380774497986,
-0.010120493359863758,
-0.03564709052443504,
0.01790693774819374,
0.024205109104514122,
0.0602615587413311,
-0.07307413965463638,
-0.02219540625810623,
-0.04472024738788605,
-0.02895672619342804,
-0.0028777322731912136,
0.02224123291671276,
0.028897199779748917,
-0.014725078828632832,
-0.026510126888751984,
0.013114545494318008,
-0.0070862723514437675,
0.02704382687807083,
0.02269473299384117,
-0.010576585307717323,
0.08664180338382721,
0.07168921828269958,
-0.08731933683156967,
-0.02020636945962906,
-3.2188506707269004e-33,
0.021859215572476387,
-0.03376051411032677,
0.08042986690998077,
0.006448280997574329,
0.0037881205789744854,
-0.03858577460050583,
-0.11451487988233566,
-0.015281868167221546,
-0.02369091473519802,
-0.035174980759620667,
-0.010354885831475258,
-0.03310747444629669,
-0.03824232891201973,
0.04303359240293503,
0.03287755697965622,
-0.008033277466893196,
-0.03310073912143707,
0.06573937088251114,
-0.03537043556571007,
-0.03546137362718582,
0.044071465730667114,
0.08967515826225281,
-0.0013877556193619967,
-0.042999573051929474,
-0.029618974775075912,
-0.08192581683397293,
0.06261444836854935,
0.0057835765182971954,
0.0866522490978241,
0.06115458905696869,
-0.036034923046827316,
-0.0027708306442946196,
-0.013548769988119602,
-0.016500579193234444,
-0.0021017694380134344,
0.025016654282808304,
-0.0026247238274663687,
-0.06033601984381676,
-0.006845348514616489,
0.004867212381213903,
-0.10524357855319977,
-0.023217350244522095,
-0.0325591079890728,
-0.005350667517632246,
-0.03558375686407089,
0.011082048527896404,
0.02148078754544258,
-0.018668750301003456,
-0.10188230872154236,
0.04466589167714119,
0.007501326967030764,
0.003787153633311391,
-0.08001576364040375,
-0.017738576978445053,
-0.02727462351322174,
0.006852257065474987,
-0.03123066946864128,
-0.024101287126541138,
0.03838373348116875,
0.045836880803108215,
-0.009355923160910606,
0.03412088379263878,
0.06491263955831528,
-0.032459747046232224,
-0.03508555516600609,
0.029798129573464394,
-0.017553752288222313,
0.07316276431083679,
-0.004652353003621101,
-0.0011443033581599593,
-0.06321272999048233,
0.06225447729229927,
-0.04553142935037613,
0.05938061699271202,
0.021381665021181107,
0.03656505420804024,
-0.0033057720866054296,
0.02012140490114689,
0.015696097165346146,
-0.04553685337305069,
0.10822531580924988,
-0.0011854496551677585,
-0.03926420956850052,
0.07476594299077988,
0.07545322179794312,
0.0445147342979908,
0.02649809792637825,
0.009588727727532387,
0.021760376170277596,
-0.01945594884455204,
-0.05698830261826515,
-0.0061678229831159115,
-0.0057794456370174885,
0.029658690094947815,
-0.057379063218832016,
1.3250432216922952e-33,
-0.1157606914639473,
-0.05598480999469757,
-0.021226773038506508,
0.0764290913939476,
-0.0022297161631286144,
0.018810542300343513,
-0.0023248493671417236,
0.05363183841109276,
-0.15582212805747986,
0.07340768724679947,
0.06797943264245987,
-0.08861001580953598,
0.012836094945669174,
0.004118994809687138,
0.05083657056093216,
0.013889981433749199,
0.02819504402577877,
0.012341701425611973,
0.046709202229976654,
-0.055310457944869995,
-0.03190000727772713,
-0.012121099047362804,
-0.007484625093638897,
-0.0532572902739048,
-0.05101872235536575,
0.10213121771812439,
0.02476463094353676,
-0.015619360841810703,
-0.06997424364089966,
0.01639682799577713,
0.04485822096467018,
-0.033038437366485596,
-0.012022746726870537,
0.008137939497828484,
-0.006805846933275461,
0.06944791972637177,
0.037084564566612244,
0.02669038251042366,
0.0816129744052887,
-0.031418461352586746,
-0.030198784545063972,
-0.0816853865981102,
-0.07243645191192627,
0.25542762875556946,
-0.008398656733334064,
0.000511164020281285,
-0.007274558302015066,
-0.015664177015423775,
0.009517228230834007,
0.03267044201493263,
-0.09068027138710022,
0.060402173548936844,
0.031358834356069565,
0.0241723470389843,
0.0020715277642011642,
0.04697980731725693,
0.01448795571923256,
0.006038847845047712,
0.03632456809282303,
0.03224186599254608,
0.04538995027542114,
0.003913382533937693,
-0.0274560134857893,
-0.029919585213065147,
0.03983480855822563,
-0.003714689752086997,
-0.01555697899311781,
-0.10257814079523087,
0.02998010814189911,
-0.005136494059115648,
0.04439865052700043,
-0.05577518045902252,
-0.0620989091694355,
-0.0031334622763097286,
0.031992655247449875,
-0.0288043562322855,
0.031849272549152374,
-0.07416139543056488,
0.03537643328309059,
-0.12698563933372498,
-0.07143735885620117,
-0.023926010355353355,
-0.040261898189783096,
-0.011630794033408165,
0.10054817795753479,
-0.02039661817252636,
-0.010772159323096275,
-0.03371742367744446,
0.01515608374029398,
0.03225431591272354,
0.02491881512105465,
0.03157728165388107,
0.03147679194808006,
-0.02650974690914154,
0.0005654115811921656,
-1.748069955453957e-8,
-0.035963255912065506,
0.06336439400911331,
-0.02680564671754837,
-0.02133573591709137,
-0.054710593074560165,
-0.011556561104953289,
-0.07436759769916534,
0.005695338360965252,
-0.017000798135995865,
-0.011389419436454773,
0.08655138313770294,
-0.049701761454343796,
0.0658935159444809,
-0.015805760398507118,
0.02037793956696987,
0.039027757942676544,
-0.00854429416358471,
-0.014054667204618454,
-0.05835948884487152,
-0.036247026175260544,
0.10432497411966324,
0.11588982492685318,
-0.014023774303495884,
-0.018326763063669205,
-0.0069336602464318275,
0.0011359632480889559,
-0.013851672410964966,
-0.013880502432584763,
0.0011748654069378972,
-0.017517894506454468,
0.06391031295061111,
0.038285139948129654,
-0.04873943328857422,
0.03352610766887665,
0.11971395462751389,
-0.09598501771688461,
-0.06190717592835426,
-0.02972232922911644,
0.006485655903816223,
-0.011117074638605118,
0.019049210473895073,
-0.02433302067220211,
-0.005631302483379841,
0.07985517382621765,
-0.049538832157850266,
0.01048416830599308,
-0.01492423377931118,
-0.10176289081573486,
-0.0002278577594552189,
-0.07956603169441223,
-0.10513926297426224,
0.022102009505033493,
-0.02378922514617443,
0.008754191920161247,
0.0620538555085659,
-0.00035186720197089016,
0.019949542358517647,
-0.01444953866302967,
0.02723422832787037,
0.024741077795624733,
0.11693950742483139,
-0.03317210078239441,
0.07071073353290558,
-0.0186688844114542
] | p | Yes. | [
"blog",
"blog/fast-embed-models"
] | 16,040 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(45) | [
-0.09869501739740372,
0.06445261836051941,
-0.0700313150882721,
-0.021951276808977127,
-0.025799725204706192,
-0.04739833623170853,
0.1027933657169342,
0.09392203390598297,
0.09250365197658539,
0.0175621435046196,
-0.001431716256774962,
-0.06628168374300003,
0.00997555535286665,
0.04084043577313423,
-0.023436948657035828,
0.02193133346736431,
-0.08380930870771408,
0.010890294797718525,
0.008056210353970528,
0.03600181266665459,
-0.07469882816076279,
-0.04406357184052467,
-0.05317161977291107,
0.053817734122276306,
0.028376733884215355,
0.0441967211663723,
0.04563260078430176,
0.0783819630742073,
-0.05284513533115387,
-0.12470140308141708,
-0.013663770630955696,
0.053681109100580215,
0.006437600590288639,
-0.025773905217647552,
-0.05461622774600983,
0.02577187493443489,
0.037272293120622635,
-0.06510455161333084,
-0.01074416097253561,
0.01698511280119419,
-0.039764516055583954,
-0.05816584825515747,
-0.02496187388896942,
0.08176800608634949,
-0.055112071335315704,
0.020101023837924004,
-0.049150921404361725,
0.0759289339184761,
0.04562726244330406,
0.02599106729030609,
-0.010781076736748219,
-0.010713095776736736,
0.018745381385087967,
0.07102734595537186,
0.0301591195166111,
0.06500247120857239,
0.011868458241224289,
0.06955843418836594,
-0.0031935235019773245,
-0.023440580815076828,
0.01802426017820835,
-0.006550197023898363,
-0.11181875318288803,
0.06289980560541153,
-0.12136226892471313,
0.07479490339756012,
-0.016750579699873924,
0.10715030878782272,
-0.11238621920347214,
0.05682803690433502,
0.06656726449728012,
0.01926642470061779,
0.02973317727446556,
-0.03360893949866295,
-0.02554907277226448,
0.060154352337121964,
0.018376193940639496,
-0.04604634270071983,
0.020263930782675743,
-0.12687644362449646,
0.002458849921822548,
-0.03579200059175491,
-0.03206489980220795,
0.03367315232753754,
0.023283345624804497,
0.05621597543358803,
0.0014669898664578795,
-0.013457235880196095,
0.03449198603630066,
0.02068439871072769,
-0.059169452637434006,
-0.0028591579757630825,
0.04693371057510376,
-0.04356779158115387,
-0.005430850200355053,
0.03288966417312622,
0.039160143584012985,
-0.012247654609382153,
-0.05817965045571327,
0.09600836783647537,
0.07269304245710373,
0.014088505879044533,
-0.0026913629844784737,
0.05103950574994087,
-0.02591816522181034,
0.03281301259994507,
0.012838955968618393,
-0.0027253921143710613,
0.04642999544739723,
-0.004236888140439987,
-0.11008544266223907,
-0.03991355374455452,
-0.014665079303085804,
0.06358248740434647,
-0.058387454599142075,
0.0261994618922472,
0.040949027985334396,
-0.0007408967358060181,
0.0015834076330065727,
-0.1477653533220291,
0.052422262728214264,
-0.010157499462366104,
-0.010255670174956322,
-0.10429255664348602,
-0.019700849428772926,
0.01017587911337614,
0.03032734803855419,
-2.469148659105262e-33,
0.04332903400063515,
-0.0014220488956198096,
0.003109969198703766,
0.07754788547754288,
-0.04434176906943321,
-0.011516893282532692,
-0.07696138322353363,
0.018074242398142815,
-0.12933316826820374,
0.05766649171710014,
-0.11362898349761963,
-0.004035167396068573,
-0.04915134236216545,
0.06196114420890808,
0.059740256518125534,
0.001251240842975676,
0.0682704895734787,
-0.02649570070207119,
-0.05915464460849762,
0.01046012993901968,
-0.06209607422351837,
0.054173536598682404,
0.004129149951040745,
-0.04346412047743797,
-0.015585025772452354,
0.029828710481524467,
0.037983238697052,
-0.03967173770070076,
-0.05615121126174927,
0.03715750202536583,
-0.031192203983664513,
0.022007521241903305,
-0.04122935235500336,
0.032883912324905396,
-0.03813037648797035,
0.07928156107664108,
-0.0098976856097579,
-0.03919278457760811,
0.01701829582452774,
-0.07046516984701157,
0.04310959577560425,
-0.015674889087677002,
-0.03931455314159393,
-0.05465143918991089,
0.032776400446891785,
0.015812816098332405,
0.09699387103319168,
-0.010807611979544163,
0.0424911230802536,
0.02183443494141102,
-0.056417517364025116,
0.002320091938599944,
-0.014405675232410431,
-0.020415449514985085,
0.04643961414694786,
-0.0003100441535934806,
-0.05521947517991066,
0.003807120956480503,
0.02748117968440056,
-0.0008295975276269019,
0.09412902593612671,
-0.03346388041973114,
0.030267048627138138,
-0.05754387006163597,
-0.010203806683421135,
0.02648661471903324,
-0.08983998000621796,
0.03774019330739975,
0.06628251820802689,
-0.058238133788108826,
-0.016386479139328003,
-0.03445636108517647,
0.023623831570148468,
0.07921960949897766,
0.00024155549181159586,
0.03765605017542839,
0.03864917531609535,
0.07694759964942932,
0.044542133808135986,
0.0000860311629367061,
-0.013908579014241695,
-0.044860370457172394,
-0.018490679562091827,
-0.023750776425004005,
0.06265094876289368,
0.11122915893793106,
0.04140381142497063,
-0.012242548167705536,
-0.053887881338596344,
0.05046786367893219,
-0.12348563969135284,
-0.01198814157396555,
-0.005988596938550472,
-0.10063864290714264,
-0.08008942008018494,
1.1758635295168426e-33,
-0.07119251042604446,
0.004404006060212851,
-0.0287241842597723,
-0.041186973452568054,
-0.018925584852695465,
-0.028237096965312958,
0.011980891227722168,
0.11584872752428055,
-0.0438716821372509,
-0.04069336876273155,
-0.039646048098802567,
0.017816197127103806,
0.05841432884335518,
-0.07456950843334198,
-0.0427648089826107,
0.04096408560872078,
0.014821847900748253,
-0.15885894000530243,
0.04295935481786728,
-0.0333525650203228,
-0.004574186634272337,
0.05085420981049538,
-0.012918512336909771,
-0.020511161535978317,
-0.03264577314257622,
0.01787138730287552,
0.05980182811617851,
0.07179588079452515,
-0.04101962596178055,
-0.009527124464511871,
-0.020912181586027145,
-0.007447311654686928,
-0.025272667407989502,
-0.018068840727210045,
0.04966430738568306,
-0.005093737039715052,
0.0714421272277832,
0.05822918191552162,
-0.04918225482106209,
-0.03959174081683159,
-0.0444076843559742,
-0.05827545374631882,
0.002822481794282794,
0.10191022604703903,
0.0758720338344574,
-0.013169093988835812,
-0.12389588356018066,
0.00004185879879514687,
-0.004942903760820627,
0.0054290806874632835,
-0.002005157060921192,
0.017842251807451248,
-0.07795773446559906,
0.12609265744686127,
0.015397503040730953,
-0.07920987159013748,
-0.06219116225838661,
0.018062317743897438,
0.01708262972533703,
-0.0467103011906147,
-0.0222731102257967,
0.030889276415109634,
-0.12362468242645264,
0.030252641066908836,
0.12619911134243011,
0.05297687277197838,
-0.05905282497406006,
0.00044052506564185023,
0.03387283533811569,
0.0005049623432569206,
0.11555565893650055,
-0.017287801951169968,
-0.06853249669075012,
-0.026086140424013138,
-0.033106882125139236,
-0.061545480042696,
-0.03679010272026062,
0.040142081677913666,
0.045407261699438095,
0.03055298700928688,
-0.009508936665952206,
-0.01065406110137701,
-0.04798166826367378,
-0.026597056537866592,
-0.05169916898012161,
0.013731725513935089,
0.06893304735422134,
-0.007634959649294615,
0.0023887299466878176,
0.002192156622186303,
0.0019659684039652348,
0.04173200950026512,
0.015577824786305428,
0.033626411110162735,
0.019854877144098282,
-1.591187270832961e-8,
0.0082797696813941,
0.053819313645362854,
-0.04405272752046585,
-0.001609634724445641,
-0.027799835428595543,
-0.05584322661161423,
-0.053420282900333405,
0.030252819880843163,
0.058500032871961594,
0.04822934418916702,
0.05338044837117195,
0.049398135393857956,
0.10141182690858841,
0.009943531826138496,
0.018266618251800537,
0.0019932729192078114,
0.03814907371997833,
0.09880122542381287,
-0.01604943908751011,
0.0037959900218993425,
0.04487485811114311,
0.019351523369550705,
-0.011365141719579697,
0.022335076704621315,
0.03149593994021416,
-0.02783278562128544,
-0.06984730809926987,
-0.07011651992797852,
0.03432229161262512,
0.00007333100802497938,
0.04100913181900978,
0.07423259317874908,
0.030323341488838196,
-0.04863908886909485,
0.05612184852361679,
0.006293061655014753,
-0.12822642922401428,
0.015131622552871704,
0.052704181522130966,
-0.059367381036281586,
0.02154228463768959,
-0.028998946771025658,
0.020838545635342598,
-0.0027341307140886784,
-0.06431449204683304,
-0.04161455109715462,
0.031826797872781754,
0.04527342692017555,
-0.031868062913417816,
-0.0060237497091293335,
-0.051676537841558456,
0.014574969187378883,
0.04470844566822052,
0.006309406831860542,
0.07947362959384918,
-0.01605699397623539,
0.0589464008808136,
0.054612550884485245,
-0.03254062309861183,
0.03357728198170662,
0.052944667637348175,
-0.009778291918337345,
0.0006944375927560031,
0.009491273202002048
] | p | Demetrios: | [
"blog",
"blog/fast-embed-models"
] | 16,041 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(45) | [
-0.017698466777801514,
-0.018383454531431198,
0.03173505887389183,
-0.03494889289140701,
-0.021380849182605743,
-0.042170826345682144,
0.1606380045413971,
0.0839475691318512,
-0.07428769767284393,
-0.02085597813129425,
-0.06794563680887222,
-0.0123069416731596,
-0.009637698531150818,
0.06771542876958847,
0.07558009028434753,
-0.002834244165569544,
0.014715895056724548,
-0.027216549962759018,
-0.03197762742638588,
-0.04970557987689972,
0.028262611478567123,
0.11012769490480423,
0.0341351181268692,
-0.003632204607129097,
-0.01992029696702957,
-0.020453549921512604,
-0.05884106829762459,
-0.0594329833984375,
-0.056097835302352905,
0.018095145002007484,
-0.12828315794467926,
-0.05211331322789192,
0.004519738256931305,
-0.018705526366829872,
-0.010898719541728497,
0.045590829104185104,
0.1124010682106018,
0.04154099524021149,
0.05692519247531891,
0.012330000288784504,
0.056166477501392365,
0.008892569690942764,
0.01401126105338335,
-0.023338550701737404,
0.06635995209217072,
-0.011946365237236023,
0.005987478420138359,
0.029780995100736618,
-0.016331281512975693,
0.012904243543744087,
-0.02897593565285206,
-0.04742731899023056,
-0.007645090110599995,
0.001187794143334031,
0.005595186725258827,
0.15801388025283813,
0.03235335648059845,
0.07026690989732742,
0.04109484329819679,
-0.04549611732363701,
-0.06826464831829071,
-0.06777556985616684,
-0.0036814899649471045,
0.01478604506701231,
0.054285429418087006,
-0.020484715700149536,
0.04793088510632515,
0.14407958090305328,
-0.05816184729337692,
0.12057319283485413,
-0.054354477673769,
-0.05502965301275253,
-0.03442235291004181,
0.14778994023799896,
0.006443305406719446,
0.1044735237956047,
0.0018502423772588372,
-0.020501602441072464,
0.005698086693882942,
0.018141843378543854,
-0.07992000877857208,
0.008904233574867249,
-0.02919931150972843,
-0.023356227204203606,
-0.042894378304481506,
-0.07489965111017227,
0.006358183920383453,
-0.07225117087364197,
0.01366372313350439,
-0.06250395625829697,
-0.026595430448651314,
-0.020160028710961342,
0.04905269294977188,
0.05568818002939224,
-0.007881877943873405,
-0.037004634737968445,
-0.03616955876350403,
-0.036141276359558105,
-0.027303488925099373,
0.09697800874710083,
0.060391902923583984,
-0.01796097494661808,
0.009303072467446327,
-0.02492920495569706,
0.06562632322311401,
0.05617506429553032,
-0.066219761967659,
-0.0029363727662712336,
0.039143092930316925,
-0.027375508099794388,
-0.03408815339207649,
0.034267015755176544,
0.06514348089694977,
-0.0019018896855413914,
0.10610692948102951,
0.0635707899928093,
-0.017651783302426338,
-0.028297297656536102,
0.056575652211904526,
-0.01602390594780445,
0.016773009672760963,
0.015093084424734116,
0.024873824790120125,
0.05504218861460686,
0.03668984770774841,
-0.033007681369781494,
0.06904128938913345,
-3.597378586132893e-33,
0.02346307411789894,
0.1118728443980217,
0.09400936216115952,
0.05083345249295235,
0.00016671730554662645,
0.013245303183794022,
-0.10140718519687653,
0.022622130811214447,
-0.012852750718593597,
-0.0009955293498933315,
0.03827299922704697,
-0.0010754020186141133,
-0.049691490828990936,
-0.030453447252511978,
0.05333831161260605,
0.052344612777233124,
-0.0389433279633522,
-0.0762636736035347,
-0.055479057133197784,
-0.0029321585316210985,
-0.008085436187684536,
0.051228683441877365,
0.015695758163928986,
-0.06314986944198608,
-0.016063332557678223,
0.07609057426452637,
0.08318929374217987,
-0.051348522305488586,
-0.008732479996979237,
0.0116229597479105,
0.01841563545167446,
0.010455235838890076,
0.051633626222610474,
-0.06735585629940033,
0.038613125681877136,
-0.025303810834884644,
-0.06490744650363922,
-0.07060699164867401,
-0.01424772385507822,
0.026712510734796524,
-0.07144902646541595,
0.0019351433729752898,
0.013952897861599922,
0.007310816086828709,
-0.04147171601653099,
-0.00857617985457182,
-0.06628461182117462,
-0.04355359077453613,
-0.018637629225850105,
-0.014594192616641521,
-0.01160789467394352,
-0.06474025547504425,
0.061671528965234756,
-0.06547360122203827,
0.035036925226449966,
-0.07456517219543457,
0.050122831016778946,
-0.01612815074622631,
0.0004470112035050988,
-0.055260609835386276,
0.013974294066429138,
-0.015628306195139885,
0.009418044239282608,
-0.041940461844205856,
-0.08345380425453186,
-0.02026430331170559,
-0.04895326495170593,
0.013253582641482353,
0.044645555317401886,
-0.029942018911242485,
-0.02754884399473667,
0.006766046397387981,
-0.005092324689030647,
-0.0686832070350647,
-0.029551861807703972,
0.04814847558736801,
-0.049358222633600235,
0.008941837586462498,
-0.03251513093709946,
0.04934770241379738,
0.034508027136325836,
-0.08656693249940872,
-0.055827971547842026,
-0.10358290374279022,
0.06914832442998886,
-0.08977390825748444,
0.0488375686109066,
-0.08754786849021912,
-0.007432954851537943,
0.004760217387229204,
-0.014792933128774166,
0.056070826947689056,
0.009319477714598179,
-0.015434909611940384,
-0.035845912992954254,
2.1509776031681935e-33,
0.01918112486600876,
0.13605260848999023,
-0.019948692992329597,
0.15515302121639252,
0.04055497422814369,
-0.03656205162405968,
-0.02160358987748623,
-0.03238839656114578,
-0.05099920555949211,
-0.04980289936065674,
0.020145343616604805,
0.009645793586969376,
0.0379667691886425,
-0.03948134183883667,
0.02718077227473259,
-0.013999675400555134,
0.05455302819609642,
0.013335897587239742,
-0.04956930875778198,
-0.0348125584423542,
-0.03180783987045288,
0.03155018389225006,
-0.03794293478131294,
0.05740615352988243,
0.023120680823922157,
-0.0004767394857481122,
0.040793921798467636,
-0.09691602736711502,
-0.06550630927085876,
-0.017124388366937637,
-0.031084943562746048,
0.03917258605360985,
-0.042816441506147385,
-0.013136731460690498,
-0.007025058381259441,
0.004400164354592562,
0.06284742057323456,
-0.010302604176104069,
-0.03261023759841919,
-0.09255987405776978,
0.0033721455838531256,
-0.0348278172314167,
0.015203777700662613,
-0.04220418632030487,
-0.029809949919581413,
-0.06007107347249985,
-0.04108315333724022,
0.030069177970290184,
-0.022924289107322693,
0.11952194571495056,
-0.0385163240134716,
-0.04022584855556488,
0.0008674400742165744,
-0.057550493627786636,
-0.03393976017832756,
-0.10913525521755219,
0.016535639762878418,
-0.03076743148267269,
0.01658681221306324,
-0.025274809449911118,
-0.11897037923336029,
-0.009512458927929401,
0.031139666214585304,
-0.037046026438474655,
0.02420995756983757,
-0.1151004508137703,
-0.07645163685083389,
0.0066063292324543,
-0.0656118169426918,
-0.03737625107169151,
0.057441115379333496,
0.039928026497364044,
0.00496232183650136,
0.0720653161406517,
-0.03726685419678688,
0.028050003573298454,
0.10846523195505142,
-0.032396040856838226,
-0.1288236677646637,
-0.05343412980437279,
0.005473204888403416,
-0.022030213847756386,
-0.04955023154616356,
0.0962149128317833,
0.02838873490691185,
0.07708347588777542,
0.00034523880458436906,
0.05744186043739319,
0.02609500102698803,
0.021924983710050583,
-0.03687489777803421,
0.07483162730932236,
-0.035210076719522476,
0.02560136839747429,
0.004681895021349192,
-3.3135354016167184e-8,
-0.0046560089103877544,
0.05686473101377487,
-0.04972990229725838,
0.01723654754459858,
0.0340992733836174,
-0.0005228460067883134,
-0.05922093987464905,
0.01617993228137493,
-0.031175807118415833,
-0.050018060952425,
-0.014477768912911415,
0.07287281006574631,
0.0474826917052269,
-0.00010194571950705722,
0.02198721282184124,
-0.04420104995369911,
0.0829949826002121,
-0.034115664660930634,
-0.044283755123615265,
-0.07290371507406235,
-0.006130852270871401,
0.06736547499895096,
0.000686211627908051,
-0.005162877030670643,
-0.03487104922533035,
0.019628580659627914,
0.04033298417925835,
0.024131180718541145,
-0.019515035673975945,
0.034778520464897156,
0.03975232318043709,
0.03804108873009682,
-0.024926457554101944,
-0.009296066127717495,
0.09376954287290573,
0.07474209368228912,
0.0008557403925806284,
-0.030491190031170845,
0.03606060892343521,
0.017456449568271637,
-0.09097736328840256,
-0.001049593323841691,
0.14436376094818115,
0.0907798781991005,
-0.07549896836280823,
0.02299042046070099,
0.012891539372503757,
-0.044555190950632095,
-0.0036391497123986483,
-0.010169251821935177,
0.05436191335320473,
-0.038934580981731415,
-0.03525993973016739,
0.029790213331580162,
-0.0005948824691586196,
-0.012943975627422333,
0.04988867789506912,
0.018121397122740746,
-0.009618069976568222,
0.006959889549762011,
0.09355717897415161,
0.010329313576221466,
-0.0263464767485857,
0.0431361049413681
] | p | There was somebody that talked about how you need to be good at your puns and that might be the best thing, best brag worthy stuff you’ve got. | [
"blog",
"blog/fast-embed-models"
] | 16,042 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(45) | [
-0.05695009231567383,
0.024775657802820206,
0.05042877793312073,
0.05612047389149666,
0.0076440246775746346,
-0.0022406524512916803,
0.018729329109191895,
-0.0027846600860357285,
-0.03117692656815052,
-0.003883788362145424,
0.03194195032119751,
-0.07732336968183517,
0.01592685841023922,
-0.015389074571430683,
0.12274536490440369,
-0.02309754304587841,
0.0033542162273079157,
-0.01046555396169424,
-0.07712291926145554,
0.04011835902929306,
-0.004969742614775896,
0.03136630356311798,
0.0004013057332485914,
-0.04393209144473076,
-0.04381069913506508,
-0.06947281956672668,
-0.017989270389080048,
0.037578437477350235,
-0.0001322008902207017,
0.048902034759521484,
-0.06088699772953987,
-0.029394976794719696,
0.033306192606687546,
0.03500732406973839,
0.030399508774280548,
-0.10450680553913116,
0.0031757091637700796,
0.006055896170437336,
0.039133742451667786,
-0.016351230442523956,
-0.03988790884613991,
-0.025648396462202072,
0.02916410192847252,
0.005718045402318239,
-0.056095510721206665,
-0.09598691016435623,
-0.047788575291633606,
0.02495691552758217,
0.012359851971268654,
-0.046906646341085434,
-0.036896441131830215,
-0.0832846611738205,
0.012477892450988293,
0.0680624470114708,
0.13566063344478607,
0.04415549710392952,
-0.01952243782579899,
0.04626121744513512,
-0.022188372910022736,
0.06010597199201584,
-0.09454520791769028,
-0.02221941016614437,
-0.09086725115776062,
0.1237528845667839,
0.049847062677145004,
0.026474734768271446,
-0.018599800765514374,
0.004346363712102175,
-0.010692584328353405,
-0.1026185154914856,
-0.08826244622468948,
0.05459734424948692,
-0.021230369806289673,
0.05524183809757233,
-0.03481730446219444,
-0.03418562561273575,
-0.052256613969802856,
-0.004771801643073559,
-0.02419610135257244,
0.04394954815506935,
0.013526154682040215,
0.010660938918590546,
-0.023049945011734962,
0.05914770066738129,
-0.017090586945414543,
-0.003780949395149946,
0.06097239628434181,
0.013645131140947342,
-0.005324828438460827,
0.032418392598629,
0.013866860419511795,
-0.05987601727247238,
-0.04047880321741104,
0.009409996680915356,
0.03275265172123909,
0.007052221801131964,
-0.0802617222070694,
0.05046091601252556,
-0.06217886880040169,
0.08267062157392502,
0.012017900124192238,
-0.09232135862112045,
0.0836772546172142,
0.0340866893529892,
0.01554606668651104,
0.04920867457985878,
-0.04494798928499222,
0.02678837813436985,
0.04012144356966019,
-0.010675795376300812,
-0.04935649782419205,
-0.055094096809625626,
0.00156147382222116,
-0.00793412234634161,
-0.036857035011053085,
-0.040850695222616196,
0.0904180109500885,
0.07537081837654114,
0.07556065917015076,
0.04500250145792961,
-0.017975546419620514,
0.001291889464482665,
-0.054541680961847305,
-0.05280508100986481,
0.003068522782996297,
-0.1553189754486084,
-0.03362920880317688,
-9.245072051385283e-33,
-0.015550670213997364,
-0.04870229586958885,
0.10821474343538284,
0.03746185824275017,
-0.011129962280392647,
0.036580391228199005,
-0.044138435274362564,
0.028356915339827538,
0.005424175411462784,
0.006717114709317684,
0.025151776149868965,
-0.038484975695610046,
-0.11203650385141373,
0.021655909717082977,
-0.020206015557050705,
-0.033326614648103714,
-0.005112511571496725,
-0.0029019094072282314,
-0.04477650299668312,
0.05757095664739609,
0.0730617493391037,
-0.046946488320827484,
-0.006818593479692936,
0.010144910775125027,
0.09343376755714417,
-0.0033514194656163454,
-0.017994076013565063,
-0.06973984837532043,
0.0911431759595871,
0.038797661662101746,
0.012651395052671432,
-0.017876943573355675,
-0.08704525232315063,
-0.03030313551425934,
0.008732988499104977,
-0.01163065992295742,
0.03125453367829323,
-0.060311514884233475,
-0.0749005377292633,
0.015873286873102188,
0.036586545407772064,
-0.02159195952117443,
-0.006200936622917652,
0.054569125175476074,
-0.0762968435883522,
0.0436580590903759,
0.07990361750125885,
-0.031009314581751823,
-0.09393630921840668,
-0.022661332041025162,
-0.011345366016030312,
0.05529436841607094,
-0.054117199033498764,
-0.04783917963504791,
-0.028285084292292595,
-0.023027224466204643,
0.0026130941696465015,
-0.06801032274961472,
0.006766199134290218,
0.017195744439959526,
0.006279259454458952,
0.07528437674045563,
0.015916388481855392,
-0.05069069564342499,
-0.09048522263765335,
-0.04600914940237999,
0.028376229107379913,
0.011399137787520885,
0.008156216703355312,
-0.0437021367251873,
-0.03544188663363457,
0.006113096140325069,
0.0334831103682518,
0.035463642328977585,
-0.08236044645309448,
-0.0046439021825790405,
0.004607350565493107,
0.016618235036730766,
0.07850953936576843,
-0.06313744187355042,
0.00489233760163188,
0.06393647938966751,
-0.02571183256804943,
0.05829653888940811,
0.06167827546596527,
0.03875768184661865,
0.02760925516486168,
-0.0015173122519627213,
0.012382367625832558,
-0.010882128030061722,
-0.033922500908374786,
-0.0033406272996217012,
0.028992051258683205,
-0.05154655501246452,
-0.004045234061777592,
4.027126831166044e-33,
0.0007596111972816288,
-0.057182446122169495,
-0.020388124510645866,
0.0928836539387703,
0.06101936101913452,
-0.020083054900169373,
-0.03703252971172333,
0.09553278982639313,
0.028809433802962303,
0.09511150419712067,
-0.04931313171982765,
0.035713549703359604,
0.0123216537758708,
0.024764446541666985,
0.04374704137444496,
0.002259432803839445,
-0.02390587516129017,
0.010269907303154469,
0.03222563862800598,
-0.004336477257311344,
-0.10456397384405136,
0.1534796953201294,
-0.04128525033593178,
-0.03061334416270256,
0.02748674340546131,
0.05844356119632721,
0.039967093616724014,
-0.023269236087799072,
-0.04988252371549606,
-0.0020575078669935465,
-0.024024618789553642,
-0.045425895601511,
-0.12960278987884521,
0.10055675357580185,
0.007593873888254166,
0.06411583721637726,
0.0404496043920517,
0.0333033949136734,
-0.028736071661114693,
-0.008739464916288853,
0.008303217589855194,
-0.1317598968744278,
0.0035722770262509584,
0.052127059549093246,
-0.009495958685874939,
-0.013242382556200027,
0.13129012286663055,
0.005098111927509308,
-0.014581655152142048,
0.0017037641955539584,
-0.0850224569439888,
0.02507827989757061,
0.040706127882003784,
0.0016337266424670815,
-0.028442807495594025,
0.080707848072052,
0.07658247649669647,
0.011402087286114693,
0.07680875808000565,
-0.020193617790937424,
-0.011420668102800846,
0.041504405438899994,
-0.07317251712083817,
-0.00013850325194653124,
0.03180485591292381,
-0.015074691735208035,
-0.024679034948349,
-0.01190159935504198,
-0.017684925347566605,
-0.03710014000535011,
-0.03900926187634468,
-0.04355425015091896,
-0.05272679403424263,
0.0997101292014122,
0.03983739763498306,
0.04175034165382385,
0.0898648202419281,
-0.18955683708190918,
-0.011144804768264294,
-0.03776392340660095,
0.05516168475151062,
-0.06727302074432373,
0.019098849967122078,
0.09603762626647949,
0.01696353778243065,
0.0006400134298019111,
0.015254158526659012,
0.007878676056861877,
0.0033430831972509623,
-0.04311671108007431,
-0.04054200276732445,
-0.047025736421346664,
0.018188705667853355,
-0.09937382489442825,
-0.004596576560288668,
-3.670476544925805e-8,
0.02857523038983345,
-0.037871140986680984,
0.014884939417243004,
0.04533882066607475,
0.03651119023561478,
0.0051346938125789165,
0.0349024198949337,
0.01912892796099186,
-0.02577275037765503,
-0.07541267573833466,
-0.04124782606959343,
0.035879578441381454,
0.04582017660140991,
-0.008666511625051498,
0.06878411024808884,
-0.03817487135529518,
-0.059499047696590424,
-0.024980321526527405,
-0.03219010680913925,
-0.009711552411317825,
-0.06897430866956711,
0.009732184000313282,
-0.0218940582126379,
0.0739469975233078,
-0.04484521970152855,
0.07330041378736496,
0.020905550569295883,
0.019484668970108032,
-0.012463977560400963,
-0.019594917073845863,
0.08013218641281128,
0.010637384839355946,
-0.051053471863269806,
0.020713821053504944,
0.06785232573747635,
-0.04277534410357475,
-0.049883149564266205,
-0.017080621793866158,
0.02745205909013748,
-0.12194864451885223,
-0.09528253227472305,
-0.019638443365693092,
-0.002144479425624013,
0.06573210656642914,
-0.0625675842165947,
-0.010074407793581486,
0.07570834457874298,
-0.0173133984208107,
-0.04252849891781807,
0.02907644771039486,
0.02396862767636776,
-0.01825828291475773,
0.05064830556511879,
0.031621553003787994,
-0.03943922370672226,
-0.025433199480175972,
-0.015146306715905666,
0.06397221237421036,
0.0035069806035608053,
0.013115833513438702,
0.19729185104370117,
-0.048460185527801514,
0.06432279944419861,
0.034867387264966965
] | p | There’s also a question coming through that I want to ask you. | [
"blog",
"blog/fast-embed-models"
] | 16,043 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(45) | [
-0.07781334221363068,
-0.04424028471112251,
-0.004552958067506552,
0.0015108531806617975,
-0.014237727969884872,
0.09350984543561935,
-0.08528602123260498,
0.00966483075171709,
0.07132845371961594,
-0.020893651992082596,
0.03262770548462868,
0.041103143244981766,
0.0270279161632061,
0.04853171482682228,
0.01657107286155224,
0.04873492568731308,
0.0797000601887703,
0.032223451882600784,
0.046321749687194824,
-0.08379784971475601,
-0.11891975998878479,
-0.04313501715660095,
0.03025025874376297,
-0.0822104811668396,
0.10016170144081116,
-0.09997913241386414,
-0.0707261711359024,
0.06089656427502632,
0.09402945637702942,
0.016011595726013184,
0.05143728852272034,
-0.009953788481652737,
0.0039059692062437534,
-0.0018097353167831898,
-0.06728317588567734,
0.07074970006942749,
-0.011575184762477875,
-0.059769902378320694,
-0.07771962881088257,
0.048923246562480927,
0.032927557826042175,
0.0740729346871376,
-0.10596437007188797,
0.09349896758794785,
0.06738831847906113,
-0.04284370690584183,
-0.026602789759635925,
0.019290100783109665,
-0.08809560537338257,
-0.06754205375909805,
-0.06547397375106812,
-0.03718969225883484,
-0.03189438581466675,
0.03907034918665886,
0.007616139017045498,
-0.04525691270828247,
-0.0405905544757843,
0.03102937527000904,
-0.019586067646741867,
0.07280036807060242,
-0.014156866818666458,
0.005981387570500374,
0.035999953746795654,
0.019181473180651665,
0.07200226187705994,
0.031148169189691544,
-0.02955213002860546,
0.038722872734069824,
0.01432496216148138,
0.037071410566568375,
-0.04193741828203201,
-0.02588285319507122,
-0.06754354387521744,
-0.02573680877685547,
-0.037089549005031586,
-0.016720866784453392,
-0.031123798340559006,
0.05608581751585007,
-0.02510695718228817,
-0.1110152080655098,
0.027245977893471718,
-0.027560658752918243,
0.012761916033923626,
-0.05949443578720093,
0.04423998296260834,
0.03812120482325554,
0.00689030671492219,
0.0055819288827478886,
-0.10700669139623642,
-0.0447414331138134,
0.10663789510726929,
-0.03422478213906288,
-0.054976917803287506,
-0.009488368406891823,
0.04828893393278122,
-0.07628163695335388,
0.03876382112503052,
0.010230237618088722,
-0.04797770082950592,
-0.022716401144862175,
0.018062958493828773,
-0.003423762507736683,
-0.027501001954078674,
0.030738402158021927,
0.0011228100629523396,
-0.0642833560705185,
0.05125942826271057,
0.05974059924483299,
-0.08040334284305573,
-0.020995449274778366,
-0.08187265694141388,
0.07340876758098602,
0.012258424423635006,
-0.04788597673177719,
-0.07742390781641006,
0.02065953239798546,
0.05091064050793648,
0.03187334164977074,
0.03416857495903969,
0.025227906182408333,
-0.052473027259111404,
0.061192624270915985,
0.026723813265562057,
0.007047825027257204,
-0.052054040133953094,
-0.039413243532180786,
-0.0374404601752758,
4.6574104979614534e-35,
0.014755281619727612,
-0.005383772775530815,
0.001107187126763165,
-0.011634151451289654,
-0.006636086851358414,
0.032420601695775986,
0.023028574883937836,
0.018691159784793854,
-0.09021088480949402,
-0.09065622836351395,
-0.014133227057754993,
-0.03917470574378967,
0.021511508151888847,
0.1049245074391365,
-0.010908354073762894,
-0.037323467433452606,
-0.11139459908008575,
-0.0068231020122766495,
0.032122790813446045,
-0.05231897905468941,
-0.029984131455421448,
-0.060942742973566055,
-0.04922298714518547,
0.012997838668525219,
-0.005222397390753031,
0.012371130287647247,
0.12842293083667755,
0.04871537163853645,
-0.05084528401494026,
0.01255505159497261,
-0.14648199081420898,
-0.028203163295984268,
-0.06589696556329727,
-0.08033306151628494,
-0.03779691085219383,
0.0029219964053481817,
-0.013742273673415184,
-0.08012248575687408,
-0.03344069793820381,
-0.05721951648592949,
0.021742846816778183,
-0.010588357225060463,
-0.04517665132880211,
-0.08210010081529617,
-0.10224667191505432,
0.01282348483800888,
-0.015524573624134064,
0.009747881442308426,
0.004270747769623995,
-0.028404060751199722,
0.01266567688435316,
0.05167405307292938,
-0.03212554007768631,
0.007304835598915815,
0.042817700654268265,
-0.03456734120845795,
0.0771089643239975,
0.051655467599630356,
0.02236950397491455,
0.06381780654191971,
0.005070117302238941,
-0.05797678604722023,
-0.02109004184603691,
0.033162545412778854,
-0.046437542885541916,
0.03911380469799042,
-0.0069745914079248905,
0.004089491441845894,
0.0029901813250035048,
0.04974142089486122,
0.0035751373507082462,
0.08464930206537247,
0.028908727690577507,
0.0026138038374483585,
0.02336806058883667,
-0.04236685112118721,
-0.056083112955093384,
-0.042859070003032684,
0.012507077306509018,
0.018157055601477623,
-0.04323205724358559,
-0.0386604480445385,
0.05786721408367157,
0.01670977845788002,
0.022111814469099045,
-0.12546497583389282,
0.09833452105522156,
-0.06484530121088028,
0.005230188835412264,
0.0404818020761013,
0.0190200824290514,
-0.024511627852916718,
-0.02774767018854618,
0.060777999460697174,
0.01362819317728281,
-1.6067812766346914e-34,
-0.021327415481209755,
-0.026508664712309837,
-0.005053138360381126,
0.048548486083745956,
-0.013590468093752861,
0.018663782626390457,
-0.03531832620501518,
-0.017077503725886345,
0.01671326532959938,
0.024054285138845444,
0.007293828297406435,
-0.004594971891492605,
-0.018931390717625618,
-0.03630051016807556,
-0.0020452437456697226,
0.03226540610194206,
-0.055359479039907455,
-0.07633718848228455,
0.012883790768682957,
-0.032190363854169846,
0.008589436300098896,
-0.076182521879673,
0.12421837449073792,
0.0016561935190111399,
0.08946195244789124,
0.07294977456331253,
0.043695613741874695,
0.04049503430724144,
-0.07980456203222275,
-0.07011204957962036,
0.02852468565106392,
-0.11200147122144699,
-0.1295291632413864,
-0.06335650384426117,
-0.030456356704235077,
0.021041933447122574,
0.09176193922758102,
0.0755460113286972,
-0.021962355822324753,
0.009946166537702084,
0.063514344394207,
0.005389555357396603,
-0.10973849892616272,
0.06742163002490997,
0.009669513441622257,
0.013603302650153637,
-0.0335305854678154,
-0.06946587562561035,
0.04588184133172035,
0.005715710576623678,
0.03672134876251221,
0.06474094837903976,
0.012126212008297443,
0.07936199754476547,
0.006819899193942547,
-0.007270194124430418,
-0.013382535427808762,
0.06360272318124771,
0.06215876713395119,
-0.020251953974366188,
0.031034966930747032,
-0.05959947034716606,
-0.04833245649933815,
-0.07293684780597687,
0.0669267326593399,
-0.05558182671666145,
0.056803710758686066,
0.04218003898859024,
0.07587885856628418,
0.008675147779285908,
-0.009701875038444996,
-0.010738170705735683,
-0.007891776040196419,
0.04918400198221207,
-0.009765137918293476,
0.07271087914705276,
0.07619345188140869,
0.03434237092733383,
0.02912493422627449,
-0.05599018558859825,
-0.001920994371175766,
-0.007750301156193018,
0.039789535105228424,
-0.010779611766338348,
0.03937312960624695,
-0.06635382771492004,
0.022267648950219154,
0.04236412048339844,
0.005588322412222624,
0.03275778517127037,
0.042199213057756424,
0.11685635894536972,
0.0003143453795928508,
0.10664603114128113,
0.06252804398536682,
-1.974936836290908e-8,
-0.0030482695437967777,
-0.051191654056310654,
-0.024552393704652786,
-0.04201795160770416,
-0.011338693089783192,
-0.035670194774866104,
0.004809652455151081,
0.11521276831626892,
-0.035392872989177704,
0.0403091199696064,
0.04680842533707619,
-0.06398763507604599,
-0.024132484570145607,
0.024449659511446953,
0.029223382472991943,
0.010221163742244244,
0.05265907943248749,
-0.022043725475668907,
0.008572359569370747,
-0.011909862980246544,
-0.010257663205265999,
0.15528354048728943,
0.054084185510873795,
-0.025136195123195648,
-0.039720069617033005,
-0.012178068049252033,
0.013107922859489918,
0.052489884197711945,
0.02131439372897148,
-0.06778158247470856,
-0.027500266209244728,
0.031016334891319275,
0.01632273569703102,
-0.016829414293169975,
-0.03101714327931404,
0.08444572240114212,
-0.0649690255522728,
0.00778673030436039,
0.00497550331056118,
0.07007870078086853,
-0.030659068375825882,
-0.04609067738056183,
0.01886247657239437,
-0.003672040766105056,
0.08300947397947311,
0.03015691414475441,
-0.08269459009170532,
-0.0004918445483781397,
0.03115188144147396,
0.00467695202678442,
0.013426474295556545,
-0.029928293079137802,
0.030711619183421135,
-0.03828471899032593,
-0.04260002076625824,
0.0632559135556221,
0.02386336587369442,
-0.04047457128763199,
0.10365768522024155,
-0.023053590208292007,
-0.038738884031772614,
-0.06976143270730972,
0.08567675203084946,
0.053710076957941055
] | p | Is it true that when we use Qdrant client add Fast Embedding is included? | [
"blog",
"blog/fast-embed-models"
] | 16,044 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(45) | [
-0.033210910856723785,
0.020790880545973778,
0.02774209901690483,
-0.029069019481539726,
-0.0010701533174142241,
-0.02120005153119564,
0.007675941567867994,
-0.1590566188097,
0.011828506365418434,
0.002271367469802499,
0.004272951278835535,
-0.018890731036663055,
-0.06698484718799591,
0.011134279891848564,
0.007590321358293295,
-0.004534184467047453,
-0.05887411907315254,
0.0168375913053751,
-0.03999853506684303,
0.031732019037008286,
-0.005138568114489317,
-0.0549907460808754,
0.042625755071640015,
0.0348629355430603,
0.0009870149660855532,
-0.028352275490760803,
0.02743113413453102,
0.02151395007967949,
-0.1127716600894928,
-0.02470136620104313,
0.025287797674536705,
-0.015911146998405457,
0.039286065846681595,
0.024262910708785057,
-0.06309232115745544,
0.027089357376098633,
0.032281361520290375,
-0.018962349742650986,
0.07036853581666946,
-0.02322077751159668,
0.016548875719308853,
-0.013260194100439548,
-0.05849648267030716,
0.05212019756436348,
-0.009678870439529419,
0.028283139690756798,
-0.05710539221763611,
-0.047287244349718094,
-0.005796445533633232,
-0.035765815526247025,
0.00933922827243805,
0.008614475838840008,
-0.07963447272777557,
-0.00982723943889141,
0.021245257928967476,
0.08730566501617432,
0.0885721892118454,
-0.031828999519348145,
0.0028813809622079134,
-0.03403215855360031,
0.002846110612154007,
-0.03134896606206894,
0.017756763845682144,
0.044759608805179596,
0.001039657974615693,
-0.019387394189834595,
0.006404493469744921,
0.051652971655130386,
-0.003098884830251336,
0.03358165919780731,
-0.0623517706990242,
0.016212498769164085,
0.025496305897831917,
0.028967466205358505,
-0.018089957535266876,
0.01810864545404911,
0.0094537902623415,
-0.034814056009054184,
0.05625837668776512,
0.026833008974790573,
-0.03551093488931656,
-0.07471515238285065,
0.04932539910078049,
0.044969592243433,
-0.06866783648729324,
-0.0061777615919709206,
-0.006196328904479742,
0.03913385793566704,
0.02877872809767723,
-0.014157081954181194,
-0.10022434592247009,
-0.05357905849814415,
-0.0006584632792510092,
-0.015439293347299099,
-0.010356335900723934,
0.0239717960357666,
0.014146367087960243,
0.08105851709842682,
-0.14647619426250458,
0.03227446973323822,
0.02250765450298786,
0.030760999768972397,
0.0013940524077042937,
0.008284463547170162,
-0.03736763820052147,
-0.03170976787805557,
-0.032602179795503616,
0.02652735635638237,
-0.02392084151506424,
-0.008511300198733807,
0.07515633851289749,
-0.004429305903613567,
0.07772746682167053,
0.03369438648223877,
-0.01988484524190426,
-0.0752238854765892,
-0.045098088681697845,
-0.05050497502088547,
0.07491316646337509,
-0.07020699232816696,
-0.020441096276044846,
0.023332159966230392,
-0.008434271439909935,
0.02960338443517685,
-0.013220157474279404,
-0.039583928883075714,
0.028927192091941833,
-5.574916038599089e-33,
0.05620036646723747,
0.06658916920423508,
0.06630977988243103,
-0.047457918524742126,
-0.10000155866146088,
0.0395655483007431,
0.0031977437902241945,
-0.034937482327222824,
-0.031392939388751984,
0.05217502638697624,
0.010263401083648205,
-0.008201328106224537,
0.07668890804052353,
-0.021633343771100044,
0.05458163470029831,
-0.04856107011437416,
-0.006113954819738865,
-0.008253561332821846,
-0.02138323336839676,
-0.08615369349718094,
0.05567058175802231,
-0.03741762414574623,
-0.013191033154726028,
0.07717155665159225,
-0.04157714173197746,
0.00018399738473817706,
-0.024378826841711998,
-0.02143913134932518,
0.02108849585056305,
-0.013279994018375874,
-0.0737537071108818,
0.05982070043683052,
-0.041470613330602646,
0.02826092578470707,
-0.021277476102113724,
-0.02655540220439434,
0.006938370876014233,
0.010541651397943497,
0.05059013143181801,
-0.015755001455545425,
-0.006137551739811897,
0.014273407869040966,
-0.05645452067255974,
0.05290689319372177,
0.02292456664144993,
-0.04127044230699539,
0.14203272759914398,
-0.029761090874671936,
0.015362058766186237,
0.02734956704080105,
0.07493390887975693,
0.02663487195968628,
0.029882390052080154,
-0.05321241170167923,
-0.004775842186063528,
0.06178424879908562,
0.1004696637392044,
-0.07305401563644409,
-0.004380533006042242,
-0.018954787403345108,
-0.027335070073604584,
-0.09172994643449783,
-0.08292245864868164,
0.02810186706483364,
0.04259955510497093,
0.0012156745651736856,
-0.01857859268784523,
0.022969936951994896,
0.04274294525384903,
-0.068386010825634,
-0.015612771734595299,
0.005028897430747747,
-0.18411920964717865,
0.016156096011400223,
0.03812086582183838,
0.059003159403800964,
0.07446333765983582,
0.027239643037319183,
0.05412648245692253,
-0.036359962075948715,
-0.013771695084869862,
-0.06641633063554764,
0.04218977689743042,
0.04143936559557915,
0.10970934480428696,
-0.07137501239776611,
0.04695308953523636,
0.021951016038656235,
-0.013464867137372494,
-0.05142088234424591,
-0.1362447291612625,
0.001122014014981687,
0.0038477242924273014,
0.05743544548749924,
0.04785666987299919,
3.795749135305908e-33,
-0.10465332120656967,
-0.09402555227279663,
-0.04907798022031784,
0.012624157592654228,
0.06403045356273651,
0.013555104844272137,
-0.02635720558464527,
-0.11542496830224991,
-0.030367109924554825,
0.020269297063350677,
0.036186061799526215,
-0.034684836864471436,
0.02814745530486107,
0.015478973276913166,
0.08459872752428055,
-0.04227009043097496,
0.03896213695406914,
-0.033097732812166214,
-0.10209071636199951,
-0.06592582166194916,
-0.0605250783264637,
-0.05678997188806534,
0.04267306998372078,
0.011437829583883286,
-0.09531710296869278,
0.051036134362220764,
-0.06481426954269409,
0.03793199360370636,
-0.029011499136686325,
0.009509394876658916,
-0.050825152546167374,
-0.06854963302612305,
-0.061817463487386703,
-0.12759166955947876,
-0.009509391151368618,
0.1136038526892662,
0.07383090257644653,
0.09527818858623505,
-0.02016242779791355,
0.005888523068279028,
-0.029972760006785393,
-0.01695743016898632,
-0.10418984293937683,
0.08741668611764908,
0.013079894706606865,
0.028323374688625336,
0.05277974158525467,
-0.056830476969480515,
0.022603601217269897,
-0.01814056560397148,
0.07151739299297333,
0.0344473235309124,
-0.07623503357172012,
-0.10052812844514847,
0.01218661479651928,
0.02720368281006813,
0.05757778137922287,
0.08844923973083496,
0.028340959921479225,
-0.026411332190036774,
0.06841873377561569,
0.0832466259598732,
-0.04499892517924309,
-0.027144845575094223,
0.03479931131005287,
0.0020595614332705736,
0.021704526618123055,
0.05816810950636864,
0.008005676791071892,
0.0908346176147461,
0.04289630800485611,
0.03224480524659157,
0.03767184913158417,
0.010229995474219322,
0.033244144171476364,
0.07400006800889969,
-0.01390881184488535,
0.05567661672830582,
-0.030577242374420166,
-0.07838765531778336,
0.024594055488705635,
-0.0325917974114418,
-0.02437407709658146,
0.03165509179234505,
0.08935524523258209,
-0.021571604534983635,
0.06412920355796814,
-0.0686613991856575,
0.01881394535303116,
0.05035785585641861,
-0.005951422266662121,
0.04537618160247803,
0.06467944383621216,
-0.058622535318136215,
0.029880760237574577,
-2.2235543184478956e-8,
-0.0023467624559998512,
0.011261921375989914,
0.07009589672088623,
-0.038845136761665344,
0.0015274687903001904,
0.014908883720636368,
0.05848878249526024,
0.0032113853376358747,
0.032137393951416016,
0.03560510277748108,
0.07930897921323776,
-0.0022368247155100107,
0.011020272970199585,
0.08505570143461227,
0.07296372205018997,
0.007566122338175774,
0.014834651723504066,
-0.030645888298749924,
-0.025224018841981888,
-0.03365212306380272,
-0.11296875774860382,
0.012267250567674637,
0.021614791825413704,
0.041776228696107864,
0.02946910634636879,
-0.04886668547987938,
0.03599083423614502,
0.04968394339084625,
0.009136696346104145,
-0.03378311172127724,
0.07146871834993362,
0.04351993277668953,
-0.11163605749607086,
0.062455348670482635,
-0.06119687855243683,
-0.07926497608423233,
0.0356270931661129,
-0.016301846131682396,
-0.040493037551641464,
-0.05706257000565529,
-0.04991579055786133,
0.12145675718784332,
0.10953525453805923,
0.08800021559000015,
-0.05036091059446335,
-0.028558399528265,
-0.08926928788423538,
-0.01112059410661459,
-0.019438032060861588,
-0.014818498864769936,
0.03238305822014809,
-0.07102534919977188,
0.011368661187589169,
0.06573699414730072,
0.04516962915658951,
0.036881741136312485,
0.023936742916703224,
0.030608350411057472,
0.04398031532764435,
0.02004462294280529,
0.10936359316110611,
0.037843577563762665,
0.027637001127004623,
-0.09014064073562622
] | p | We don’t have to do it? | [
"blog",
"blog/fast-embed-models"
] | 16,045 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(46) | [
-0.07068775594234467,
0.10394103825092316,
-0.032273970544338226,
0.008267688564956188,
-0.04559528827667236,
-0.0004329704097472131,
0.04587487131357193,
-0.041867148131132126,
0.000811785866972059,
-0.06371096521615982,
0.04983411356806755,
-0.18026813864707947,
-0.018794164061546326,
-0.039112940430641174,
0.00018304963305126876,
-0.08386178314685822,
-0.027695834636688232,
0.026668086647987366,
-0.010040225461125374,
-0.10622676461935043,
-0.099820576608181,
0.0040987590327858925,
-0.024684645235538483,
-0.053897786885499954,
-0.027138832956552505,
-0.0014770107809454203,
0.04932659864425659,
-0.021017003804445267,
0.06485504657030106,
-0.056955114006996155,
0.02565472573041916,
0.050222381949424744,
-0.055834244936704636,
0.006442325655370951,
0.024624360725283623,
0.010866050608456135,
-0.11144094914197922,
0.06123407930135727,
0.058808885514736176,
-0.016405116766691208,
0.029392285272479057,
-0.0977497398853302,
-0.00015348783927038312,
-0.051837675273418427,
0.03870869800448418,
-0.011100987903773785,
-0.05021699517965317,
0.03524097427725792,
-0.06421039253473282,
0.03628423064947128,
-0.12701556086540222,
-0.014285646378993988,
0.04741724207997322,
-0.030110830441117287,
0.12650896608829498,
-0.11083002388477325,
-0.03181149810552597,
-0.054958559572696686,
0.02013329230248928,
0.04824584349989891,
0.08594918251037598,
0.02103479951620102,
-0.055323660373687744,
0.002080952050164342,
-0.023726485669612885,
-0.04035935923457146,
0.007595332805067301,
-0.049308665096759796,
-0.0022003387566655874,
0.023260854184627533,
0.050495658069849014,
-0.01366446539759636,
0.001573912682943046,
0.015814168378710747,
-0.017103558406233788,
-0.07771310210227966,
-0.012339871376752853,
-0.004139802418649197,
-0.02992989309132099,
-0.015274051576852798,
0.06513717770576477,
0.056913528591394424,
0.007358583156019449,
-0.03506247326731682,
0.0008929661707952619,
-0.07185610383749008,
0.02243306301534176,
0.002056086203083396,
-0.019975455477833748,
0.004933557473123074,
0.04855538532137871,
0.0818604826927185,
-0.08270714432001114,
-0.02287595346570015,
-0.005614920053631067,
-0.07434341311454773,
-0.05708927661180496,
-0.0273688193410635,
-0.056723564863204956,
0.09749575704336166,
-0.02480403147637844,
0.039316464215517044,
-0.0024050783831626177,
0.1016547828912735,
-0.13643276691436768,
-0.046753089874982834,
-0.041039686650037766,
-0.06982844322919846,
-0.007715950254350901,
0.03550608828663826,
-0.021551549434661865,
-0.03815723955631256,
-0.10206186026334763,
-0.05955369025468826,
0.03969781845808029,
0.045870136469602585,
0.01739412732422352,
-0.011080645024776459,
-0.028875986114144325,
0.015031000599265099,
-0.012232995592057705,
0.0042800516821444035,
-0.09139235317707062,
0.015455805696547031,
-0.0563923716545105,
0.00544072687625885,
0.05155967175960541,
-5.820976852762445e-34,
-0.04166588932275772,
0.013514574617147446,
0.0006108566303737462,
0.021234335377812386,
0.020014658570289612,
-0.1131228655576706,
-0.08195053040981293,
-0.07391707599163055,
-0.03752712905406952,
-0.07056131213903427,
0.09279415011405945,
-0.025820063427090645,
-0.05103582516312599,
-0.03303706273436546,
0.03623439744114876,
0.05275561287999153,
-0.006699723657220602,
-0.00992574729025364,
0.029194412752985954,
0.021893702447414398,
0.06431981921195984,
0.006571618840098381,
-0.01311112754046917,
0.006589963566511869,
0.03745206445455551,
0.005738172680139542,
0.1107761412858963,
-0.029643936082720757,
0.04679110646247864,
0.0031198947690427303,
0.11188853532075882,
-0.038264255970716476,
-0.025741029530763626,
-0.026690183207392693,
-0.03333727642893791,
0.00956655666232109,
-0.012149951420724392,
-0.01647823676466942,
-0.049891144037246704,
-0.03596041351556778,
-0.07448608428239822,
0.03711322695016861,
0.06959652900695801,
-0.021047264337539673,
-0.05245525389909744,
0.0397026501595974,
0.04060634225606918,
0.000622553110588342,
0.11922502517700195,
-0.022605204954743385,
-0.010133876465260983,
0.0290971826761961,
-0.030443435534834862,
0.011534971185028553,
0.03423738852143288,
0.07074528932571411,
0.025608766824007034,
-0.011826049536466599,
0.02436809055507183,
-0.02699776366353035,
-0.04960807040333748,
-0.07658786326646805,
-0.06206924095749855,
-0.004235155880451202,
0.006675313226878643,
-0.02995873987674713,
-0.01918862573802471,
-0.057671014219522476,
0.0640057623386383,
-0.005079754628241062,
-0.09377079457044601,
0.024907222017645836,
0.01504012756049633,
0.021807892248034477,
-0.06859384477138519,
0.013223842717707157,
0.023214593529701233,
0.06807181239128113,
-0.034662339836359024,
0.08211280405521393,
-0.034077342599630356,
0.12938563525676727,
0.05578674003481865,
-0.06000180169939995,
0.056992463767528534,
-0.02903018519282341,
-0.04511989280581474,
0.019331488758325577,
0.027741631492972374,
-0.004302895627915859,
-0.011466762982308865,
0.026648476719856262,
0.013622675091028214,
-0.010173131711781025,
-0.0038356445729732513,
-2.0472517979806426e-33,
0.08065681159496307,
-0.016770852729678154,
-0.03447897359728813,
0.0472111701965332,
0.028989393264055252,
0.06383007764816284,
0.007946689613163471,
0.0593193918466568,
0.03551793470978737,
0.0535566508769989,
0.0226060152053833,
0.0608404278755188,
0.07048070430755615,
0.07261376082897186,
0.03326888754963875,
0.0067984722554683685,
0.07568950206041336,
0.09278085827827454,
-0.06134680658578873,
-0.028954017907381058,
-0.039069272577762604,
0.06460077315568924,
-0.03899623826146126,
-0.0639052465558052,
-0.03902856633067131,
0.06075809895992279,
-0.00287012942135334,
0.021769873797893524,
-0.15225118398666382,
-0.020739758387207985,
0.015766600146889687,
-0.09263232350349426,
-0.11146822571754456,
0.015105975791811943,
0.016986340284347534,
-0.03377431631088257,
0.05593981221318245,
0.05165562033653259,
-0.08589161187410355,
0.10529367625713348,
0.01635226607322693,
0.11517208814620972,
0.04698754847049713,
0.04921049252152443,
-0.0446074940264225,
-0.05599527060985565,
-0.005142670124769211,
0.03745724633336067,
-0.024698061868548393,
-0.03633743152022362,
0.061830732971429825,
0.06906186044216156,
-0.01641569472849369,
-0.041297659277915955,
0.05945596098899841,
0.06623156368732452,
0.03618892654776573,
0.02242373302578926,
0.010248703882098198,
-0.015547323040664196,
-0.031165987253189087,
0.014842984266579151,
0.05610073357820511,
-0.0347207635641098,
-0.005509680137038231,
0.0054843006655573845,
0.0038424308877438307,
-0.008775779977440834,
0.0906047374010086,
-0.034864895045757294,
0.014720596373081207,
0.011749574914574623,
-0.047957971692085266,
-0.0038633516523987055,
0.006355015095323324,
0.04139116406440735,
0.027079086750745773,
0.12975548207759857,
0.04956136643886566,
-0.023331860080361366,
0.015095432288944721,
-0.036630723625421524,
-0.06790219992399216,
-0.01433450449258089,
0.02518315054476261,
-0.04520081356167793,
0.0763431191444397,
-0.026742514222860336,
0.13408009707927704,
-0.051036227494478226,
0.007757691200822592,
0.034139759838581085,
-0.0256732776761055,
-0.02824524976313114,
-0.016818111762404442,
-1.8069028939748932e-8,
-0.016450917348265648,
-0.07143577933311462,
-0.11094323545694351,
-0.007817811332643032,
-0.009186509996652603,
-0.021776895970106125,
-0.017809027805924416,
-0.049035243690013885,
0.0049819741398096085,
-0.015159492380917072,
0.060278214514255524,
0.027656201273202896,
-0.029738182201981544,
-0.015590880066156387,
-0.023340361192822456,
-0.030438460409641266,
-0.007235548924654722,
0.0231041107326746,
-0.005107253789901733,
-0.007690038066357374,
0.01792915165424347,
0.03596647083759308,
-0.030666319653391838,
-0.004600928630679846,
-0.04288889095187187,
0.07763905823230743,
0.020379183813929558,
-0.02855442650616169,
-0.01900249347090721,
0.050212834030389786,
0.018175482749938965,
0.09026622027158737,
-0.007369706407189369,
-0.04591996967792511,
0.03711714595556259,
0.011690162122249603,
0.04356744512915611,
0.04943389073014259,
0.007953883148729801,
0.019525371491909027,
0.009648839011788368,
-0.03486694395542145,
0.018437381833791733,
-0.010564640164375305,
-0.06982678920030594,
0.049094196408987045,
-0.010607065632939339,
0.003308218438178301,
-0.0009807032765820622,
0.01210919301956892,
-0.13703741133213043,
-0.012378084473311901,
0.04326265677809715,
0.0610773079097271,
-0.015495088882744312,
0.018981438130140305,
0.027429498732089996,
-0.03161482885479927,
-0.05719099938869476,
0.016342893242836,
0.13294604420661926,
-0.05916442722082138,
-0.0066912854090332985,
0.12679894268512726
] | p | Nirant Kasliwal: | [
"blog",
"blog/fast-embed-models"
] | 16,046 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(46) | [
0.008198029361665249,
0.028347056359052658,
0.027622994035482407,
0.006033651065081358,
-0.05927055701613426,
-0.031790632754564285,
0.028405923396348953,
-0.031125644221901894,
-0.04806995391845703,
0.02306160144507885,
0.0342605896294117,
0.046100448817014694,
0.0010391734540462494,
-0.019916391000151634,
0.033510930836200714,
-0.0030446506571024656,
-0.04844880476593971,
0.04271046444773674,
-0.03009887970983982,
-0.009428957477211952,
0.022600507363677025,
-0.08959658443927765,
0.038695234805345535,
-0.05658619850873947,
0.0437256284058094,
0.017243601381778717,
-0.033605076372623444,
-0.019032899290323257,
-0.004597288556396961,
-0.04485509172081947,
0.01418996974825859,
0.05164268612861633,
0.05653120577335358,
0.06688487529754639,
-0.09301912039518356,
0.04411614313721657,
0.005048029124736786,
0.011012239381670952,
0.03169497102499008,
-0.03516627103090286,
0.04029253125190735,
-0.04903372377157211,
-0.010027430951595306,
-0.06093284860253334,
0.030561795458197594,
0.03024887479841709,
-0.01985098607838154,
-0.029128095135092735,
0.005177218466997147,
-0.06065791845321655,
-0.006805250886827707,
-0.11669082939624786,
-0.07750767469406128,
0.0057445247657597065,
-0.03019784390926361,
-0.011263490654528141,
0.03150120750069618,
0.03996671736240387,
-0.005064292810857296,
0.004529712256044149,
0.09156221896409988,
0.0010186563013121486,
-0.022708797827363014,
0.11548545956611633,
0.10888863354921341,
-0.0751839429140091,
-0.009421804919838905,
-0.01637062430381775,
0.011308536864817142,
-0.0256979838013649,
-0.028837887570261955,
-0.012128722853958607,
-0.04994691163301468,
0.09469910711050034,
0.00023579080880153924,
-0.08120885491371155,
0.024190222844481468,
-0.06323181837797165,
-0.02506718784570694,
-0.012010123580694199,
-0.03814790025353432,
0.012666533701121807,
0.03876003995537758,
0.04963964596390724,
0.023442942649126053,
0.0007051611319184303,
0.03554683178663254,
0.0033076219260692596,
0.11372892558574677,
0.02159879542887211,
-0.055413853377103806,
-0.0366215743124485,
-0.08581293374300003,
-0.0632297620177269,
-0.10853058099746704,
-0.007432493846863508,
-0.015389837324619293,
-0.02683020755648613,
-0.0483817532658577,
0.1028410792350769,
0.046800438314676285,
0.035164158791303635,
0.02190317213535309,
-0.03862528130412102,
-0.09278135746717453,
-0.10132264345884323,
-0.03157660365104675,
0.014256903901696205,
-0.032582927495241165,
-0.08028773963451385,
-0.037121329456567764,
0.0019422010518610477,
0.024693002924323082,
-0.06296191364526749,
0.018347229808568954,
0.02949591539800167,
-0.07242933660745621,
0.0634259507060051,
0.042314544320106506,
-0.015451086685061455,
0.03630891814827919,
0.019500330090522766,
0.0007711051148362458,
-0.028139770030975342,
-0.0950353741645813,
-0.09303442388772964,
0.010730315931141376,
-8.129627829474752e-33,
0.07996106892824173,
-0.03721722960472107,
0.04145101457834244,
0.022599495947360992,
-0.04546772688627243,
-0.016873961314558983,
-0.025604115799069405,
-0.038436952978372574,
-0.07019717246294022,
0.120415598154068,
0.1626656949520111,
-0.03547246381640434,
0.0494307316839695,
0.085765540599823,
-0.005605134181678295,
-0.08046077191829681,
-0.07055112719535828,
0.0329420231282711,
0.013468272052705288,
0.016255708411335945,
0.06359036266803741,
-0.039335522800683975,
0.0038878205232322216,
0.02118837833404541,
-0.006950186565518379,
0.06807877868413925,
-0.014662113972008228,
0.0001638099056435749,
0.024392982944846153,
0.05297927185893059,
-0.045446835458278656,
0.020123861730098724,
-0.10460642725229263,
-0.04529978707432747,
-0.030945690348744392,
0.11843612045049667,
0.012931478209793568,
-0.007678361609578133,
0.0368388369679451,
0.011001923121511936,
-0.052267223596572876,
-0.0016427264781668782,
-0.06597355753183365,
0.010640979744493961,
0.0012243530945852399,
-0.0009962592739611864,
0.08652044087648392,
-0.008637887425720692,
0.011101226322352886,
0.0661698579788208,
0.07580168545246124,
-0.006295163184404373,
-0.01944749988615513,
-0.04840372875332832,
0.0032858080230653286,
0.0622391551733017,
0.03096814826130867,
-0.13873930275440216,
0.047934409230947495,
-0.020992672070860863,
0.08558131009340286,
-0.042300909757614136,
-0.1332537680864334,
0.07885489612817764,
-0.057872872799634933,
0.027759598568081856,
-0.013237487524747849,
-0.034975599497556686,
0.0836229920387268,
-0.037167519330978394,
-0.05577274039387703,
0.018487678840756416,
-0.13525769114494324,
-0.062352798879146576,
-0.004606275353580713,
-0.024334944784641266,
0.02480222098529339,
0.05595274269580841,
0.025790398940443993,
-0.0237593837082386,
0.03712642937898636,
-0.003678090637549758,
-0.0379231758415699,
0.03224512189626694,
0.08829094469547272,
-0.02329319529235363,
-0.021501068025827408,
-0.03932563215494156,
-0.004946920555084944,
-0.030023496598005295,
-0.09550648927688599,
-0.04667271673679352,
0.013457712717354298,
0.005746596492826939,
-0.02893264777958393,
3.9993267571110816e-33,
-0.0011391718871891499,
-0.07368442416191101,
-0.10355671495199203,
0.12381459772586823,
0.010252464562654495,
-0.020527228713035583,
-0.006113172043114901,
-0.02274039201438427,
0.0674721971154213,
0.042713213711977005,
-0.11780937016010284,
-0.045488931238651276,
0.0007935225730761886,
0.025621870532631874,
0.05147382244467735,
-0.03802639991044998,
0.0029568474274128675,
0.05225297436118126,
-0.1421043574810028,
-0.027787618339061737,
-0.0700988918542862,
-0.019664855673909187,
0.05625583976507187,
-0.012239431031048298,
-0.04782021790742874,
-0.0005345421377569437,
0.04861726239323616,
-0.01709728129208088,
-0.00925236102193594,
-0.010653329081833363,
0.026301832869648933,
-0.03224217891693115,
-0.13085393607616425,
0.015201650559902191,
-0.02716241218149662,
0.05996217206120491,
0.09095549583435059,
0.08354484289884567,
-0.018505387008190155,
-0.05077071487903595,
0.009765185415744781,
-0.010608270764350891,
-0.12190413475036621,
0.06324995309114456,
-0.04426751285791397,
0.01710650511085987,
-0.03503069281578064,
0.01573239080607891,
-0.023760521784424782,
0.05714695528149605,
0.06987527757883072,
0.010581471025943756,
0.0009195033344440162,
-0.10140614956617355,
0.006910448893904686,
-0.027087228372693062,
0.06165546178817749,
0.06509645283222198,
-0.0023494488559663296,
0.008137579075992107,
0.05225801840424538,
-0.003537936368957162,
-0.04188643395900726,
-0.005892819259315729,
0.009782237000763416,
-0.006136645562946796,
-0.02003384940326214,
0.01546923816204071,
-0.00752474507316947,
0.046986889094114304,
0.06283970177173615,
-0.024286020547151566,
0.030009670183062553,
-0.029889486730098724,
0.04753618687391281,
-0.053660616278648376,
0.03609519824385643,
-0.03365712612867355,
-0.0708630383014679,
-0.03848841413855553,
0.0019102020887658,
-0.0668664425611496,
-0.02388499118387699,
0.04842015355825424,
0.004670958034694195,
-0.020934173837304115,
0.03039204515516758,
0.0029007233679294586,
-0.02794748917222023,
0.003927963320165873,
-0.09316056966781616,
0.03944089263677597,
0.03964134678244591,
-0.0005596610135398805,
-0.03154996782541275,
-2.8198451573757666e-8,
-0.056549761444330215,
-0.015519983135163784,
0.16978080570697784,
0.02544611319899559,
0.007580932695418596,
0.0866629108786583,
0.018331797793507576,
0.012295504100620747,
0.008280915208160877,
-0.0533539243042469,
0.06456679850816727,
-0.06118583679199219,
0.0272571612149477,
0.03977614641189575,
0.08015383034944534,
0.011446459218859673,
0.053651563823223114,
0.007925020530819893,
-0.0660400241613388,
-0.03065863437950611,
-0.003980092704296112,
0.0028931419365108013,
0.05976295471191406,
0.01000808086246252,
0.0447547473013401,
0.007750998716801405,
0.03444729372859001,
0.10325112193822861,
-0.04497299715876579,
-0.057300034910440445,
0.001995640806853771,
0.014510486274957657,
-0.004218965768814087,
0.05596364662051201,
-0.045543279498815536,
-0.049995359033346176,
0.03143365681171417,
0.032767076045274734,
0.041012126952409744,
0.019428838044404984,
0.016029516234993935,
0.05923210084438324,
0.1040002852678299,
0.09831861406564713,
-0.04852788895368576,
0.012073169462382793,
0.0009323565172962844,
-0.05132608860731125,
0.00882271770387888,
0.010623050853610039,
-0.0018921985756605864,
-0.009166903793811798,
0.050874996930360794,
0.08632413297891617,
0.03972240164875984,
0.0519641749560833,
0.08752913028001785,
0.02868150919675827,
-0.011238190345466137,
0.05466475337743759,
0.0418270006775856,
-0.007252254988998175,
-0.011176470667123795,
-0.08282434195280075
] | p | What do you mean by do it? | [
"blog",
"blog/fast-embed-models"
] | 16,047 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(46) | [
0.014798167161643505,
-0.12685947120189667,
0.006485112011432648,
0.025935376062989235,
0.09544789791107178,
0.050110094249248505,
-0.12945227324962616,
-0.041131213307380676,
0.03045886568725109,
-0.045346714556217194,
0.05917968973517418,
0.05523596331477165,
0.00435321219265461,
0.04161282628774643,
-0.037272676825523376,
-0.008040547370910645,
0.12373027950525284,
0.09269964694976807,
-0.039332132786512375,
0.031094424426555634,
-0.047189150005578995,
-0.08374794572591782,
-0.004775279201567173,
-0.10391002893447876,
0.0479915514588356,
-0.08844613283872604,
-0.018709145486354828,
0.10091529041528702,
0.04823124036192894,
-0.07806332409381866,
0.032033905386924744,
-0.038137439638376236,
0.0247973445802927,
0.02821274846792221,
-0.07735095173120499,
0.02294793352484703,
0.0011897204676643014,
-0.02295813150703907,
-0.07717210799455643,
-0.028245922178030014,
0.029409894719719887,
0.041081931442022324,
-0.01907360926270485,
0.05285681411623955,
0.06549391895532608,
-0.10202085226774216,
0.015826307237148285,
-0.05182885751128197,
-0.015841016545891762,
0.0132069680839777,
-0.07039621472358704,
-0.0427078902721405,
-0.06977944821119308,
0.03229425102472305,
-0.044530656188726425,
-0.037910230457782745,
-0.021863088011741638,
-0.041740842163562775,
-0.0004844100621994585,
0.01699880324304104,
0.005241583101451397,
-0.02929653972387314,
0.05098580941557884,
0.06769853085279465,
0.09330376237630844,
0.02936433255672455,
-0.031891707330942154,
0.019129764288663864,
0.021084658801555634,
0.017673375084996223,
-0.08763308823108673,
0.014808490872383118,
-0.06219489499926567,
0.0059689851477742195,
-0.04466630518436432,
-0.02041349560022354,
0.0376821793615818,
-0.018960464745759964,
0.0355101078748703,
-0.011020585894584656,
-0.03265794739127159,
-0.0022564539685845375,
0.01950845494866371,
-0.07490541785955429,
0.07394661009311676,
0.008018897846341133,
0.037399277091026306,
0.023692667484283447,
-0.07385536283254623,
-0.03950003534555435,
0.008520804345607758,
-0.022564785555005074,
0.06803839653730392,
-0.015182903036475182,
0.023118285462260246,
-0.005945870652794838,
0.05165805295109749,
0.007168927229940891,
-0.05932874232530594,
0.031013617292046547,
0.013046937994658947,
0.04811621829867363,
0.043940987437963486,
0.1049240380525589,
-0.006761746481060982,
-0.15480758249759674,
0.030836816877126694,
0.07301265746355057,
-0.0885409414768219,
-0.03182179108262062,
-0.0487147681415081,
0.025074917823076248,
-0.009605925530195236,
-0.002072559902444482,
0.0024068253114819527,
-0.06433587521314621,
-0.004002170171588659,
-0.019158989191055298,
0.0858263224363327,
0.018097270280122757,
-0.04708566516637802,
0.02598530240356922,
0.027483809739351273,
-0.009234840050339699,
-0.0005763585213571787,
-0.021620575338602066,
-0.03676816076040268,
5.097922930731964e-34,
0.011724715121090412,
0.004324952606111765,
-0.004496059846132994,
0.029128432273864746,
0.013379029929637909,
0.028462398797273636,
-0.05807524174451828,
0.09372381120920181,
-0.028213322162628174,
0.03630607947707176,
-0.06775536388158798,
-0.03664093464612961,
0.026906531304121017,
0.16472673416137695,
0.03849814832210541,
-0.015126137062907219,
-0.08621777594089508,
0.061792634427547455,
-0.012775025330483913,
-0.0014570327475667,
0.025306284427642822,
-0.09606124460697174,
-0.03723908215761185,
-0.05459123104810715,
0.00008683884516358376,
0.04419749602675438,
0.07455110549926758,
-0.004870213568210602,
-0.03619597479701042,
0.019884079694747925,
-0.1091686561703682,
-0.09431722015142441,
-0.019931267946958542,
-0.06079598888754845,
0.07862953096628189,
-0.010776889510452747,
-0.027312209829688072,
-0.019654594361782074,
0.027955325320363045,
-0.05605784431099892,
-0.021185413002967834,
-0.014882178045809269,
-0.05887395516037941,
-0.03709573298692703,
-0.08457154035568237,
0.015463968738913536,
0.03153787553310394,
0.03408621996641159,
-0.03901754319667816,
0.02222144417464733,
0.09386211633682251,
0.02297341264784336,
-0.0731043815612793,
-0.04918977618217468,
0.014699329622089863,
-0.050007980316877365,
0.038364049047231674,
0.003961742855608463,
0.07607096433639526,
0.06122833490371704,
-0.07989662140607834,
-0.020006123930215836,
-0.02998392842710018,
0.03283022344112396,
-0.00645046541467309,
0.026046399027109146,
0.014325778931379318,
-0.013240914791822433,
0.06153338402509689,
-0.017801837995648384,
-0.010242622345685959,
0.007723538670688868,
-0.03707754611968994,
-0.04896679148077965,
-0.006140217650681734,
-0.05070582404732704,
-0.0548977255821228,
-0.025019997730851173,
0.02676929160952568,
0.04419364407658577,
-0.03457367420196533,
-0.027112944051623344,
-0.05026601627469063,
-0.009370263665914536,
0.002456573536619544,
-0.10982739925384521,
0.05206900089979172,
-0.045812517404556274,
0.029576554894447327,
-0.07116378843784332,
-0.02241542935371399,
0.024505356326699257,
-0.02403290383517742,
-0.0030742117669433355,
0.0201889481395483,
-3.91447884018476e-34,
-0.003278770251199603,
-0.11595737934112549,
0.02343125268816948,
0.07414804399013519,
0.07206763327121735,
0.014407462440431118,
0.019614292308688164,
0.04488877207040787,
-0.014930608682334423,
0.02233091928064823,
0.015599259175360203,
-0.06656357645988464,
-0.002899269573390484,
-0.05126247927546501,
0.04161595553159714,
0.006979550234973431,
-0.051113612949848175,
-0.11921367049217224,
0.0027652722783386707,
0.017071079462766647,
-0.023974303156137466,
-0.020031778141856194,
0.01809696853160858,
0.09184242784976959,
0.04325265437364578,
0.06973804533481598,
-0.01251103263348341,
0.056790366768836975,
-0.06059874966740608,
-0.03884794935584068,
-0.037111785262823105,
-0.057875629514455795,
-0.055137112736701965,
-0.07396233826875687,
-0.05746115371584892,
0.04205863177776337,
0.05864869803190231,
0.035557933151721954,
-0.014051072299480438,
0.009075548499822617,
0.05581367388367653,
0.05920509994029999,
-0.13295011222362518,
0.060168493539094925,
0.0005903638666495681,
0.021814541891217232,
-0.019464287906885147,
-0.035206202417612076,
0.09322658181190491,
0.046870335936546326,
-0.056952234357595444,
0.017753010615706444,
0.0053059314377605915,
-0.029507044702768326,
0.024405265226960182,
-0.035555437207221985,
-0.04013720899820328,
-0.01594306156039238,
0.028600992634892464,
0.03483953699469566,
0.015982743352651596,
-0.10566128045320511,
-0.0021713734604418278,
-0.056391313672065735,
0.02912900410592556,
-0.06844337284564972,
0.03386678919196129,
0.03647655248641968,
-0.051234111189842224,
0.05591583624482155,
0.00010051617573481053,
-0.011304063722491264,
0.030721666291356087,
0.062335606664419174,
-0.008339210413396358,
-0.07796575874090195,
0.09240469336509705,
0.042838677763938904,
0.04307692125439644,
-0.10104775428771973,
-0.02452007494866848,
0.025995619595050812,
0.04364195466041565,
-0.02538609690964222,
0.06155702844262123,
-0.00012203353981021792,
-0.026473376899957657,
-0.04501531273126602,
0.00792147871106863,
0.003928265534341335,
-0.016114026308059692,
0.08175090700387955,
0.0567672997713089,
0.11803970485925674,
-0.0013702271971851587,
-2.1273601547022736e-8,
-0.0072291758842766285,
0.06880660355091095,
0.15848058462142944,
-0.006617176346480846,
-0.0890653058886528,
0.007571845781058073,
0.03309351205825806,
0.05008888617157936,
0.03827766329050064,
-0.046674177050590515,
0.08420802652835846,
-0.08026871830224991,
-0.04207061231136322,
0.06685414910316467,
0.057554010301828384,
0.01774364709854126,
0.06985389441251755,
-0.009951852262020111,
0.00044070821604691446,
-0.009271896444261074,
-0.022910403087735176,
0.12619714438915253,
0.04708011448383331,
0.01446708757430315,
0.03149902820587158,
-0.007669868413358927,
-0.001179745770059526,
0.06378410011529922,
0.0522284097969532,
-0.066364586353302,
-0.05636228621006012,
0.0719226524233818,
-0.029548797756433487,
-0.009945784695446491,
-0.014820529147982597,
0.05927673727273941,
-0.012714450247585773,
0.006908963900059462,
-0.04377562925219536,
-0.029870836064219475,
0.03727040812373161,
0.03974192962050438,
0.022672301158308983,
-0.05443374440073967,
0.09158749133348465,
0.04207048565149307,
0.007968642748892307,
-0.10088006407022476,
0.004991435911506414,
0.05502314865589142,
-0.017104294151067734,
-0.04095395654439926,
-0.05253112316131592,
0.01163626741617918,
0.0104191480204463,
0.028168343007564545,
0.07759346812963486,
-0.032166630029678345,
0.10509389638900757,
-0.01676584966480732,
0.031880784779787064,
-0.042698998004198074,
0.045832131057977676,
0.0075638312846422195
] | p | As in you don’t have to specify a Fast Embed model? | [
"blog",
"blog/fast-embed-models"
] | 16,048 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(47) | [
-0.09869501739740372,
0.06445261836051941,
-0.0700313150882721,
-0.021951276808977127,
-0.025799725204706192,
-0.04739833623170853,
0.1027933657169342,
0.09392203390598297,
0.09250365197658539,
0.0175621435046196,
-0.001431716256774962,
-0.06628168374300003,
0.00997555535286665,
0.04084043577313423,
-0.023436948657035828,
0.02193133346736431,
-0.08380930870771408,
0.010890294797718525,
0.008056210353970528,
0.03600181266665459,
-0.07469882816076279,
-0.04406357184052467,
-0.05317161977291107,
0.053817734122276306,
0.028376733884215355,
0.0441967211663723,
0.04563260078430176,
0.0783819630742073,
-0.05284513533115387,
-0.12470140308141708,
-0.013663770630955696,
0.053681109100580215,
0.006437600590288639,
-0.025773905217647552,
-0.05461622774600983,
0.02577187493443489,
0.037272293120622635,
-0.06510455161333084,
-0.01074416097253561,
0.01698511280119419,
-0.039764516055583954,
-0.05816584825515747,
-0.02496187388896942,
0.08176800608634949,
-0.055112071335315704,
0.020101023837924004,
-0.049150921404361725,
0.0759289339184761,
0.04562726244330406,
0.02599106729030609,
-0.010781076736748219,
-0.010713095776736736,
0.018745381385087967,
0.07102734595537186,
0.0301591195166111,
0.06500247120857239,
0.011868458241224289,
0.06955843418836594,
-0.0031935235019773245,
-0.023440580815076828,
0.01802426017820835,
-0.006550197023898363,
-0.11181875318288803,
0.06289980560541153,
-0.12136226892471313,
0.07479490339756012,
-0.016750579699873924,
0.10715030878782272,
-0.11238621920347214,
0.05682803690433502,
0.06656726449728012,
0.01926642470061779,
0.02973317727446556,
-0.03360893949866295,
-0.02554907277226448,
0.060154352337121964,
0.018376193940639496,
-0.04604634270071983,
0.020263930782675743,
-0.12687644362449646,
0.002458849921822548,
-0.03579200059175491,
-0.03206489980220795,
0.03367315232753754,
0.023283345624804497,
0.05621597543358803,
0.0014669898664578795,
-0.013457235880196095,
0.03449198603630066,
0.02068439871072769,
-0.059169452637434006,
-0.0028591579757630825,
0.04693371057510376,
-0.04356779158115387,
-0.005430850200355053,
0.03288966417312622,
0.039160143584012985,
-0.012247654609382153,
-0.05817965045571327,
0.09600836783647537,
0.07269304245710373,
0.014088505879044533,
-0.0026913629844784737,
0.05103950574994087,
-0.02591816522181034,
0.03281301259994507,
0.012838955968618393,
-0.0027253921143710613,
0.04642999544739723,
-0.004236888140439987,
-0.11008544266223907,
-0.03991355374455452,
-0.014665079303085804,
0.06358248740434647,
-0.058387454599142075,
0.0261994618922472,
0.040949027985334396,
-0.0007408967358060181,
0.0015834076330065727,
-0.1477653533220291,
0.052422262728214264,
-0.010157499462366104,
-0.010255670174956322,
-0.10429255664348602,
-0.019700849428772926,
0.01017587911337614,
0.03032734803855419,
-2.469148659105262e-33,
0.04332903400063515,
-0.0014220488956198096,
0.003109969198703766,
0.07754788547754288,
-0.04434176906943321,
-0.011516893282532692,
-0.07696138322353363,
0.018074242398142815,
-0.12933316826820374,
0.05766649171710014,
-0.11362898349761963,
-0.004035167396068573,
-0.04915134236216545,
0.06196114420890808,
0.059740256518125534,
0.001251240842975676,
0.0682704895734787,
-0.02649570070207119,
-0.05915464460849762,
0.01046012993901968,
-0.06209607422351837,
0.054173536598682404,
0.004129149951040745,
-0.04346412047743797,
-0.015585025772452354,
0.029828710481524467,
0.037983238697052,
-0.03967173770070076,
-0.05615121126174927,
0.03715750202536583,
-0.031192203983664513,
0.022007521241903305,
-0.04122935235500336,
0.032883912324905396,
-0.03813037648797035,
0.07928156107664108,
-0.0098976856097579,
-0.03919278457760811,
0.01701829582452774,
-0.07046516984701157,
0.04310959577560425,
-0.015674889087677002,
-0.03931455314159393,
-0.05465143918991089,
0.032776400446891785,
0.015812816098332405,
0.09699387103319168,
-0.010807611979544163,
0.0424911230802536,
0.02183443494141102,
-0.056417517364025116,
0.002320091938599944,
-0.014405675232410431,
-0.020415449514985085,
0.04643961414694786,
-0.0003100441535934806,
-0.05521947517991066,
0.003807120956480503,
0.02748117968440056,
-0.0008295975276269019,
0.09412902593612671,
-0.03346388041973114,
0.030267048627138138,
-0.05754387006163597,
-0.010203806683421135,
0.02648661471903324,
-0.08983998000621796,
0.03774019330739975,
0.06628251820802689,
-0.058238133788108826,
-0.016386479139328003,
-0.03445636108517647,
0.023623831570148468,
0.07921960949897766,
0.00024155549181159586,
0.03765605017542839,
0.03864917531609535,
0.07694759964942932,
0.044542133808135986,
0.0000860311629367061,
-0.013908579014241695,
-0.044860370457172394,
-0.018490679562091827,
-0.023750776425004005,
0.06265094876289368,
0.11122915893793106,
0.04140381142497063,
-0.012242548167705536,
-0.053887881338596344,
0.05046786367893219,
-0.12348563969135284,
-0.01198814157396555,
-0.005988596938550472,
-0.10063864290714264,
-0.08008942008018494,
1.1758635295168426e-33,
-0.07119251042604446,
0.004404006060212851,
-0.0287241842597723,
-0.041186973452568054,
-0.018925584852695465,
-0.028237096965312958,
0.011980891227722168,
0.11584872752428055,
-0.0438716821372509,
-0.04069336876273155,
-0.039646048098802567,
0.017816197127103806,
0.05841432884335518,
-0.07456950843334198,
-0.0427648089826107,
0.04096408560872078,
0.014821847900748253,
-0.15885894000530243,
0.04295935481786728,
-0.0333525650203228,
-0.004574186634272337,
0.05085420981049538,
-0.012918512336909771,
-0.020511161535978317,
-0.03264577314257622,
0.01787138730287552,
0.05980182811617851,
0.07179588079452515,
-0.04101962596178055,
-0.009527124464511871,
-0.020912181586027145,
-0.007447311654686928,
-0.025272667407989502,
-0.018068840727210045,
0.04966430738568306,
-0.005093737039715052,
0.0714421272277832,
0.05822918191552162,
-0.04918225482106209,
-0.03959174081683159,
-0.0444076843559742,
-0.05827545374631882,
0.002822481794282794,
0.10191022604703903,
0.0758720338344574,
-0.013169093988835812,
-0.12389588356018066,
0.00004185879879514687,
-0.004942903760820627,
0.0054290806874632835,
-0.002005157060921192,
0.017842251807451248,
-0.07795773446559906,
0.12609265744686127,
0.015397503040730953,
-0.07920987159013748,
-0.06219116225838661,
0.018062317743897438,
0.01708262972533703,
-0.0467103011906147,
-0.0222731102257967,
0.030889276415109634,
-0.12362468242645264,
0.030252641066908836,
0.12619911134243011,
0.05297687277197838,
-0.05905282497406006,
0.00044052506564185023,
0.03387283533811569,
0.0005049623432569206,
0.11555565893650055,
-0.017287801951169968,
-0.06853249669075012,
-0.026086140424013138,
-0.033106882125139236,
-0.061545480042696,
-0.03679010272026062,
0.040142081677913666,
0.045407261699438095,
0.03055298700928688,
-0.009508936665952206,
-0.01065406110137701,
-0.04798166826367378,
-0.026597056537866592,
-0.05169916898012161,
0.013731725513935089,
0.06893304735422134,
-0.007634959649294615,
0.0023887299466878176,
0.002192156622186303,
0.0019659684039652348,
0.04173200950026512,
0.015577824786305428,
0.033626411110162735,
0.019854877144098282,
-1.591187270832961e-8,
0.0082797696813941,
0.053819313645362854,
-0.04405272752046585,
-0.001609634724445641,
-0.027799835428595543,
-0.05584322661161423,
-0.053420282900333405,
0.030252819880843163,
0.058500032871961594,
0.04822934418916702,
0.05338044837117195,
0.049398135393857956,
0.10141182690858841,
0.009943531826138496,
0.018266618251800537,
0.0019932729192078114,
0.03814907371997833,
0.09880122542381287,
-0.01604943908751011,
0.0037959900218993425,
0.04487485811114311,
0.019351523369550705,
-0.011365141719579697,
0.022335076704621315,
0.03149593994021416,
-0.02783278562128544,
-0.06984730809926987,
-0.07011651992797852,
0.03432229161262512,
0.00007333100802497938,
0.04100913181900978,
0.07423259317874908,
0.030323341488838196,
-0.04863908886909485,
0.05612184852361679,
0.006293061655014753,
-0.12822642922401428,
0.015131622552871704,
0.052704181522130966,
-0.059367381036281586,
0.02154228463768959,
-0.028998946771025658,
0.020838545635342598,
-0.0027341307140886784,
-0.06431449204683304,
-0.04161455109715462,
0.031826797872781754,
0.04527342692017555,
-0.031868062913417816,
-0.0060237497091293335,
-0.051676537841558456,
0.014574969187378883,
0.04470844566822052,
0.006309406831860542,
0.07947362959384918,
-0.01605699397623539,
0.0589464008808136,
0.054612550884485245,
-0.03254062309861183,
0.03357728198170662,
0.052944667637348175,
-0.009778291918337345,
0.0006944375927560031,
0.009491273202002048
] | p | Demetrios: | [
"blog",
"blog/fast-embed-models"
] | 16,049 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(47) | [
-0.08795392513275146,
-0.02119647152721882,
-0.09079650044441223,
0.0029827707912772894,
-0.01968904584646225,
0.06533526629209518,
-0.012367494404315948,
0.010342740453779697,
0.1052996888756752,
-0.02226988971233368,
0.06944387406110764,
-0.0015782311093062162,
-0.01620139367878437,
0.06404585391283035,
0.042956046760082245,
0.014735478907823563,
-0.04366189241409302,
-0.06233040243387222,
0.003580325050279498,
-0.026139268651604652,
-0.0029713623225688934,
0.01085871085524559,
-0.01187705434858799,
-0.0151610616594553,
0.07696238160133362,
-0.011053183116018772,
-0.04347709193825722,
0.08948303014039993,
0.03371470794081688,
-0.03156367689371109,
0.025521274656057358,
0.05689280852675438,
-0.0053597609512507915,
-0.01830572634935379,
-0.07212752848863602,
0.06536604464054108,
-0.04599364846944809,
0.007335405331104994,
-0.03231118619441986,
-0.04150519520044327,
0.013417004607617855,
0.03788817301392555,
-0.07320628315210342,
0.0468360111117363,
0.00839767325669527,
0.021708259359002113,
-0.07980632781982422,
0.007798608858138323,
-0.04480862617492676,
-0.06801110506057739,
-0.03269096091389656,
-0.08982525765895844,
-0.07813434302806854,
0.097599096596241,
0.032845981419086456,
0.08204936236143112,
-0.018325001001358032,
0.028439925983548164,
-0.038074180483818054,
0.03726151958107948,
-0.006631643511354923,
0.1257300078868866,
-0.027571719139814377,
0.038789886981248856,
0.13280892372131348,
-0.03586878255009651,
-0.06838097423315048,
0.04570099338889122,
0.028233526274561882,
0.005109072662889957,
-0.028183750808238983,
-0.02668796479701996,
-0.04016772285103798,
-0.02023916319012642,
0.01737680844962597,
-0.000015104074918781407,
-0.07040004432201385,
0.03980380296707153,
-0.07140907645225525,
0.023714467883110046,
-0.02090250886976719,
0.014311989769339561,
0.05414139851927757,
-0.0011894695926457644,
0.03242901340126991,
0.027454257011413574,
-0.05267925187945366,
-0.027428869158029556,
0.020945200696587563,
-0.05706888064742088,
0.024870330467820168,
-0.026462452486157417,
0.06006218492984772,
-0.006075093988329172,
0.04523960128426552,
-0.05915301665663719,
0.016189638525247574,
0.042474497109651566,
-0.017148960381746292,
-0.01989862136542797,
0.008470756933093071,
-0.03969772905111313,
-0.0925445556640625,
0.03314075246453285,
-0.004397102631628513,
-0.06942687183618546,
-0.0070259044878184795,
-0.017118914052844048,
-0.06646326929330826,
-0.09850168973207474,
-0.04073398560285568,
0.015176443383097649,
0.08108401298522949,
-0.06856201589107513,
-0.1288907825946808,
0.072545625269413,
-0.008361130952835083,
0.08490454405546188,
0.05597173422574997,
0.023360954597592354,
-0.02750096283853054,
-0.018494945019483566,
0.024139009416103363,
0.04860212653875351,
-0.06856952607631683,
-0.03953948989510536,
-0.047162771224975586,
-1.8243637427273362e-33,
0.01833580806851387,
-0.005111766047775745,
-0.015093899331986904,
-0.001959993038326502,
0.044129472225904465,
0.05624161288142204,
-0.03500900790095329,
-0.01965908706188202,
-0.03415622562170029,
-0.06826651841402054,
0.06868099421262741,
-0.09143595397472382,
0.018095800653100014,
0.02524355798959732,
0.02407430112361908,
-0.028527772054076195,
-0.08855994045734406,
0.07055945694446564,
-0.03361218795180321,
-0.028973855078220367,
0.042052242904901505,
0.019702544435858727,
-0.08593825995922089,
0.011106322519481182,
0.035152241587638855,
0.06539124250411987,
0.11598851531744003,
0.07020965218544006,
-0.06081219017505646,
0.01406775787472725,
-0.10337051004171371,
0.025324808433651924,
-0.07345101982355118,
-0.026854250580072403,
-0.04873817786574364,
0.09018607437610626,
-0.020884806290268898,
-0.07658657431602478,
-0.030563760548830032,
-0.04155372455716133,
-0.011496959254145622,
-0.03660771623253822,
-0.021397249773144722,
-0.070051409304142,
-0.015847185626626015,
0.023425539955496788,
0.020152132958173752,
0.004407222382724285,
0.013665623031556606,
-0.02839820086956024,
0.014704997651278973,
0.021224675700068474,
0.05870331451296806,
-0.027642935514450073,
-0.0467350035905838,
-0.005641980096697807,
0.030824892222881317,
-0.007925733923912048,
-0.011821672320365906,
0.05993369221687317,
0.017911456525325775,
-0.026006001979112625,
-0.028182651847600937,
0.04643696919083595,
-0.010107354260981083,
0.10662293434143066,
-0.03616853058338165,
-0.022712180390954018,
0.06854565441608429,
0.030235840007662773,
-0.07350876182317734,
0.018870949745178223,
0.01231418363749981,
0.0675656795501709,
0.03876015916466713,
-0.0483323335647583,
-0.04547178000211716,
0.042782314121723175,
0.03506177291274071,
-0.041720200330019,
-0.03334805741906166,
-0.0262053944170475,
0.030202481895685196,
0.006928500719368458,
0.0352502204477787,
-0.11219151318073273,
0.10939772427082062,
-0.023726027458906174,
-0.03923393413424492,
0.04124422371387482,
-0.03748428449034691,
0.007244348991662264,
-0.02682037465274334,
0.04412521421909332,
-0.001230813330039382,
6.82000195087746e-34,
-0.04779953509569168,
-0.039293322712183,
-0.00826901476830244,
-0.000891838048119098,
-0.024511098861694336,
0.04612341523170471,
0.06698735058307648,
-0.06078513339161873,
0.07152359932661057,
0.06525782495737076,
0.027938418090343475,
0.04490461200475693,
-0.05841154232621193,
-0.05139514058828354,
-0.029594188556075096,
0.06030222401022911,
-0.05020977556705475,
-0.03945903852581978,
-0.03934342786669731,
0.041190434247255325,
-0.0255564134567976,
-0.030360806733369827,
0.032988134771585464,
-0.04352116212248802,
0.0032816531602293253,
0.04433396831154823,
-0.010188682936131954,
0.04938145726919174,
-0.04519851878285408,
0.02205096185207367,
0.030116114765405655,
-0.19635576009750366,
-0.13094103336334229,
-0.13858042657375336,
-0.060946978628635406,
0.010029812343418598,
0.04021593555808067,
0.016784189268946648,
-0.010567666962742805,
0.018886664882302284,
-0.027400299906730652,
-0.02137582190334797,
-0.1042778342962265,
0.09567086398601532,
-0.0148845249786973,
-0.0019524008966982365,
0.05775582417845726,
-0.08018040657043457,
-0.042266689240932465,
-0.028966521844267845,
0.013283371925354004,
0.01811583898961544,
-0.023849770426750183,
0.017184726893901825,
-0.048184894025325775,
0.05016925185918808,
0.030218729749321938,
0.10844388604164124,
0.001219702186062932,
-0.08220282196998596,
0.0995209589600563,
-0.014060869812965393,
-0.029414640739560127,
-0.06665636599063873,
0.07012369483709335,
-0.042558398097753525,
0.06081320345401764,
0.03174074739217758,
0.04753304272890091,
-0.04277954623103142,
-0.04467666894197464,
-0.006983269937336445,
0.03308090940117836,
-0.021279895678162575,
0.03433315083384514,
0.03241414576768875,
0.07809609174728394,
-0.04488692060112953,
-0.006079984828829765,
-0.07859768718481064,
-0.017806416377425194,
-0.07760675996541977,
0.023478683084249496,
-0.021263830363750458,
0.05553779751062393,
-0.07256240397691727,
0.0008114789961837232,
0.06378225982189178,
0.022372858598828316,
-0.013023633509874344,
-0.007758267689496279,
0.10250601172447205,
0.08640027046203613,
0.07973826676607132,
0.03237385302782059,
-3.3130994836483296e-8,
0.0865875780582428,
-0.040224503725767136,
-0.019894160330295563,
0.0146925775334239,
0.01401226595044136,
-0.06564821302890778,
0.0376911498606205,
0.01738937571644783,
-0.03643607720732689,
0.06013134494423866,
0.0014125430025160313,
0.024819282814860344,
-0.07923747599124908,
0.03544822335243225,
-0.008693255484104156,
-0.02753777988255024,
-0.05990387126803398,
0.01839645393192768,
-0.03451179340481758,
-0.019838372245430946,
-0.021327193826436996,
0.09436759352684021,
0.0012176648015156388,
0.038169797509908676,
-0.000680469733197242,
0.03289045765995979,
-0.017864320427179337,
0.02165432833135128,
0.04006307199597359,
-0.00638055894523859,
0.07110397517681122,
0.016331281512975693,
0.017421530559659004,
0.11484412848949432,
-0.05077223852276802,
0.05199185013771057,
-0.04725134000182152,
0.05456823855638504,
0.019661618396639824,
0.030267564579844475,
-0.017582640051841736,
-0.095437191426754,
0.033618614077568054,
0.16053585708141327,
0.03066149353981018,
0.02574876695871353,
-0.0772547572851181,
-0.07366181164979935,
0.0063929250463843346,
-0.028533941134810448,
0.06952871382236481,
0.007698655128479004,
0.08206640928983688,
-0.07063089311122894,
-0.0025317594408988953,
0.030460942536592484,
0.03080272488296032,
0.007251190487295389,
0.050914961844682693,
-0.02291240729391575,
0.022696679458022118,
-0.041877154260873795,
0.08529389649629593,
0.03578244149684906
] | p | Yeah, I think it’s more just like you don’t have to add it on to Qdrant in any way or this is completely separated. | [
"blog",
"blog/fast-embed-models"
] | 16,050 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(48) | [
-0.07068775594234467,
0.10394103825092316,
-0.032273970544338226,
0.008267688564956188,
-0.04559528827667236,
-0.0004329704097472131,
0.04587487131357193,
-0.041867148131132126,
0.000811785866972059,
-0.06371096521615982,
0.04983411356806755,
-0.18026813864707947,
-0.018794164061546326,
-0.039112940430641174,
0.00018304963305126876,
-0.08386178314685822,
-0.027695834636688232,
0.026668086647987366,
-0.010040225461125374,
-0.10622676461935043,
-0.099820576608181,
0.0040987590327858925,
-0.024684645235538483,
-0.053897786885499954,
-0.027138832956552505,
-0.0014770107809454203,
0.04932659864425659,
-0.021017003804445267,
0.06485504657030106,
-0.056955114006996155,
0.02565472573041916,
0.050222381949424744,
-0.055834244936704636,
0.006442325655370951,
0.024624360725283623,
0.010866050608456135,
-0.11144094914197922,
0.06123407930135727,
0.058808885514736176,
-0.016405116766691208,
0.029392285272479057,
-0.0977497398853302,
-0.00015348783927038312,
-0.051837675273418427,
0.03870869800448418,
-0.011100987903773785,
-0.05021699517965317,
0.03524097427725792,
-0.06421039253473282,
0.03628423064947128,
-0.12701556086540222,
-0.014285646378993988,
0.04741724207997322,
-0.030110830441117287,
0.12650896608829498,
-0.11083002388477325,
-0.03181149810552597,
-0.054958559572696686,
0.02013329230248928,
0.04824584349989891,
0.08594918251037598,
0.02103479951620102,
-0.055323660373687744,
0.002080952050164342,
-0.023726485669612885,
-0.04035935923457146,
0.007595332805067301,
-0.049308665096759796,
-0.0022003387566655874,
0.023260854184627533,
0.050495658069849014,
-0.01366446539759636,
0.001573912682943046,
0.015814168378710747,
-0.017103558406233788,
-0.07771310210227966,
-0.012339871376752853,
-0.004139802418649197,
-0.02992989309132099,
-0.015274051576852798,
0.06513717770576477,
0.056913528591394424,
0.007358583156019449,
-0.03506247326731682,
0.0008929661707952619,
-0.07185610383749008,
0.02243306301534176,
0.002056086203083396,
-0.019975455477833748,
0.004933557473123074,
0.04855538532137871,
0.0818604826927185,
-0.08270714432001114,
-0.02287595346570015,
-0.005614920053631067,
-0.07434341311454773,
-0.05708927661180496,
-0.0273688193410635,
-0.056723564863204956,
0.09749575704336166,
-0.02480403147637844,
0.039316464215517044,
-0.0024050783831626177,
0.1016547828912735,
-0.13643276691436768,
-0.046753089874982834,
-0.041039686650037766,
-0.06982844322919846,
-0.007715950254350901,
0.03550608828663826,
-0.021551549434661865,
-0.03815723955631256,
-0.10206186026334763,
-0.05955369025468826,
0.03969781845808029,
0.045870136469602585,
0.01739412732422352,
-0.011080645024776459,
-0.028875986114144325,
0.015031000599265099,
-0.012232995592057705,
0.0042800516821444035,
-0.09139235317707062,
0.015455805696547031,
-0.0563923716545105,
0.00544072687625885,
0.05155967175960541,
-5.820976852762445e-34,
-0.04166588932275772,
0.013514574617147446,
0.0006108566303737462,
0.021234335377812386,
0.020014658570289612,
-0.1131228655576706,
-0.08195053040981293,
-0.07391707599163055,
-0.03752712905406952,
-0.07056131213903427,
0.09279415011405945,
-0.025820063427090645,
-0.05103582516312599,
-0.03303706273436546,
0.03623439744114876,
0.05275561287999153,
-0.006699723657220602,
-0.00992574729025364,
0.029194412752985954,
0.021893702447414398,
0.06431981921195984,
0.006571618840098381,
-0.01311112754046917,
0.006589963566511869,
0.03745206445455551,
0.005738172680139542,
0.1107761412858963,
-0.029643936082720757,
0.04679110646247864,
0.0031198947690427303,
0.11188853532075882,
-0.038264255970716476,
-0.025741029530763626,
-0.026690183207392693,
-0.03333727642893791,
0.00956655666232109,
-0.012149951420724392,
-0.01647823676466942,
-0.049891144037246704,
-0.03596041351556778,
-0.07448608428239822,
0.03711322695016861,
0.06959652900695801,
-0.021047264337539673,
-0.05245525389909744,
0.0397026501595974,
0.04060634225606918,
0.000622553110588342,
0.11922502517700195,
-0.022605204954743385,
-0.010133876465260983,
0.0290971826761961,
-0.030443435534834862,
0.011534971185028553,
0.03423738852143288,
0.07074528932571411,
0.025608766824007034,
-0.011826049536466599,
0.02436809055507183,
-0.02699776366353035,
-0.04960807040333748,
-0.07658786326646805,
-0.06206924095749855,
-0.004235155880451202,
0.006675313226878643,
-0.02995873987674713,
-0.01918862573802471,
-0.057671014219522476,
0.0640057623386383,
-0.005079754628241062,
-0.09377079457044601,
0.024907222017645836,
0.01504012756049633,
0.021807892248034477,
-0.06859384477138519,
0.013223842717707157,
0.023214593529701233,
0.06807181239128113,
-0.034662339836359024,
0.08211280405521393,
-0.034077342599630356,
0.12938563525676727,
0.05578674003481865,
-0.06000180169939995,
0.056992463767528534,
-0.02903018519282341,
-0.04511989280581474,
0.019331488758325577,
0.027741631492972374,
-0.004302895627915859,
-0.011466762982308865,
0.026648476719856262,
0.013622675091028214,
-0.010173131711781025,
-0.0038356445729732513,
-2.0472517979806426e-33,
0.08065681159496307,
-0.016770852729678154,
-0.03447897359728813,
0.0472111701965332,
0.028989393264055252,
0.06383007764816284,
0.007946689613163471,
0.0593193918466568,
0.03551793470978737,
0.0535566508769989,
0.0226060152053833,
0.0608404278755188,
0.07048070430755615,
0.07261376082897186,
0.03326888754963875,
0.0067984722554683685,
0.07568950206041336,
0.09278085827827454,
-0.06134680658578873,
-0.028954017907381058,
-0.039069272577762604,
0.06460077315568924,
-0.03899623826146126,
-0.0639052465558052,
-0.03902856633067131,
0.06075809895992279,
-0.00287012942135334,
0.021769873797893524,
-0.15225118398666382,
-0.020739758387207985,
0.015766600146889687,
-0.09263232350349426,
-0.11146822571754456,
0.015105975791811943,
0.016986340284347534,
-0.03377431631088257,
0.05593981221318245,
0.05165562033653259,
-0.08589161187410355,
0.10529367625713348,
0.01635226607322693,
0.11517208814620972,
0.04698754847049713,
0.04921049252152443,
-0.0446074940264225,
-0.05599527060985565,
-0.005142670124769211,
0.03745724633336067,
-0.024698061868548393,
-0.03633743152022362,
0.061830732971429825,
0.06906186044216156,
-0.01641569472849369,
-0.041297659277915955,
0.05945596098899841,
0.06623156368732452,
0.03618892654776573,
0.02242373302578926,
0.010248703882098198,
-0.015547323040664196,
-0.031165987253189087,
0.014842984266579151,
0.05610073357820511,
-0.0347207635641098,
-0.005509680137038231,
0.0054843006655573845,
0.0038424308877438307,
-0.008775779977440834,
0.0906047374010086,
-0.034864895045757294,
0.014720596373081207,
0.011749574914574623,
-0.047957971692085266,
-0.0038633516523987055,
0.006355015095323324,
0.04139116406440735,
0.027079086750745773,
0.12975548207759857,
0.04956136643886566,
-0.023331860080361366,
0.015095432288944721,
-0.036630723625421524,
-0.06790219992399216,
-0.01433450449258089,
0.02518315054476261,
-0.04520081356167793,
0.0763431191444397,
-0.026742514222860336,
0.13408009707927704,
-0.051036227494478226,
0.007757691200822592,
0.034139759838581085,
-0.0256732776761055,
-0.02824524976313114,
-0.016818111762404442,
-1.8069028939748932e-8,
-0.016450917348265648,
-0.07143577933311462,
-0.11094323545694351,
-0.007817811332643032,
-0.009186509996652603,
-0.021776895970106125,
-0.017809027805924416,
-0.049035243690013885,
0.0049819741398096085,
-0.015159492380917072,
0.060278214514255524,
0.027656201273202896,
-0.029738182201981544,
-0.015590880066156387,
-0.023340361192822456,
-0.030438460409641266,
-0.007235548924654722,
0.0231041107326746,
-0.005107253789901733,
-0.007690038066357374,
0.01792915165424347,
0.03596647083759308,
-0.030666319653391838,
-0.004600928630679846,
-0.04288889095187187,
0.07763905823230743,
0.020379183813929558,
-0.02855442650616169,
-0.01900249347090721,
0.050212834030389786,
0.018175482749938965,
0.09026622027158737,
-0.007369706407189369,
-0.04591996967792511,
0.03711714595556259,
0.011690162122249603,
0.04356744512915611,
0.04943389073014259,
0.007953883148729801,
0.019525371491909027,
0.009648839011788368,
-0.03486694395542145,
0.018437381833791733,
-0.010564640164375305,
-0.06982678920030594,
0.049094196408987045,
-0.010607065632939339,
0.003308218438178301,
-0.0009807032765820622,
0.01210919301956892,
-0.13703741133213043,
-0.012378084473311901,
0.04326265677809715,
0.0610773079097271,
-0.015495088882744312,
0.018981438130140305,
0.027429498732089996,
-0.03161482885479927,
-0.05719099938869476,
0.016342893242836,
0.13294604420661926,
-0.05916442722082138,
-0.0066912854090332985,
0.12679894268512726
] | p | Nirant Kasliwal: | [
"blog",
"blog/fast-embed-models"
] | 16,051 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(48) | [
-0.046468183398246765,
0.04510496184229851,
-0.00034390308428555727,
-0.014240792952477932,
0.011482619680464268,
0.029180176556110382,
0.01737808622419834,
-0.03768744692206383,
0.03436112403869629,
-0.038692448288202286,
-0.014955611899495125,
0.17624366283416748,
0.018591811880469322,
0.055276159197092056,
0.03900749236345291,
-0.01893243007361889,
0.09091485291719437,
-0.030930697917938232,
0.0819748193025589,
0.04179039224982262,
-0.09373655915260315,
-0.03953514248132706,
-0.12346437573432922,
-0.011020123027265072,
0.028152495622634888,
-0.03233427181839943,
0.01260395348072052,
-0.00589760160073638,
0.011804125271737576,
0.02832772023975849,
-0.01572822965681553,
0.043629132211208344,
-0.08799169212579727,
-0.010087791830301285,
-0.08814298361539841,
0.009176081977784634,
-0.03201271593570709,
0.029076354578137398,
-0.030338265001773834,
0.002697906456887722,
-0.0018666738178581,
-0.03144454583525658,
-0.07002897560596466,
0.11909862607717514,
-0.010932733304798603,
-0.07625022530555725,
-0.019390616565942764,
0.03815499693155289,
0.0075781564228236675,
0.041628748178482056,
-0.02626083232462406,
-0.033648159354925156,
-0.07531663030385971,
0.05324468016624451,
-0.011280768550932407,
0.004856678191572428,
-0.05872931331396103,
0.003463002620264888,
-0.006819030269980431,
0.10493186116218567,
-0.030679676681756973,
-0.029294978827238083,
-0.0031878354493528605,
0.08754558116197586,
0.08929980546236038,
0.009629293344914913,
-0.00940482597798109,
0.010705891065299511,
-0.08812421560287476,
-0.024593718349933624,
-0.017128199338912964,
-0.010758777149021626,
0.004620063584297895,
-0.005191928241401911,
-0.061940841376781464,
0.009865755215287209,
0.01423325203359127,
0.0050215995870530605,
0.05644304305315018,
0.017976077273488045,
0.010576223954558372,
0.009842179715633392,
-0.035072337836027145,
0.02106228843331337,
-0.0270261000841856,
0.013462808914482594,
0.031591642647981644,
0.03989988565444946,
0.04596557468175888,
-0.007186176721006632,
-0.0439368411898613,
0.02823738008737564,
0.025614064186811447,
-0.005911507178097963,
-0.04831415042281151,
-0.0006163288489915431,
0.03517013043165207,
0.010877500288188457,
-0.08283884823322296,
0.05803816020488739,
-0.06801609694957733,
0.02526816725730896,
0.02415536530315876,
-0.06136944890022278,
-0.014440842904150486,
-0.011842976324260235,
0.002976694842800498,
0.003507058834657073,
0.0617281012237072,
0.04686301201581955,
-0.11637336015701294,
0.043036069720983505,
-0.038133785128593445,
-0.056328143924474716,
0.08938408643007278,
0.02066347561776638,
-0.027531009167432785,
0.07783118635416031,
0.06858325004577637,
-0.006796110887080431,
0.03703828528523445,
0.02653314545750618,
0.019092997536063194,
0.006371005903929472,
0.04851268604397774,
-0.10419023782014847,
0.07189974933862686,
-5.536778226412614e-33,
-0.011254013516008854,
0.022419515997171402,
0.022083649411797523,
0.008196652866899967,
0.01184097770601511,
0.021456874907016754,
0.050503578037023544,
0.010516009293496609,
-0.09871899336576462,
-0.08959940820932388,
0.03249222785234451,
0.012816542759537697,
0.06793033331632614,
0.020725708454847336,
0.08156876266002655,
-0.02650461345911026,
-0.04467856511473656,
0.0876900851726532,
0.04474315792322159,
-0.07531295716762543,
-0.026299402117729187,
-0.05536002293229103,
0.03674354404211044,
0.04947896674275398,
0.05293291434645653,
-0.014310641214251518,
-0.03990277647972107,
0.012165668420493603,
0.022993404418230057,
0.019917437806725502,
0.025317024439573288,
0.005942773073911667,
-0.0004901376087218523,
-0.025200795382261276,
-0.024792522192001343,
0.0484522245824337,
-0.015497064217925072,
-0.11680684238672256,
0.014700439758598804,
0.003434950951486826,
-0.0794743224978447,
-0.02401687763631344,
-0.04365731030702591,
-0.03180074319243431,
-0.07671937346458435,
-0.015214560553431511,
-0.026030786335468292,
0.014174360781908035,
-0.07145877927541733,
-0.008374740369617939,
-0.08095062524080276,
0.03250080347061157,
0.07814648002386093,
0.1334467977285385,
0.01792791299521923,
0.09097342938184738,
0.05653298273682594,
0.006053738296031952,
0.000903426029253751,
0.005800464190542698,
0.04576432332396507,
-0.006040864158421755,
0.0036876918748021126,
-0.07595783472061157,
-0.119365394115448,
-0.009822922758758068,
-0.01557090599089861,
-0.0042253825813531876,
0.0625540018081665,
-0.07250769436359406,
-0.013831076212227345,
0.07356058806180954,
0.07733221352100372,
0.06214258074760437,
-0.06511463224887848,
-0.02917511947453022,
-0.09918640553951263,
0.058418888598680496,
0.09789027273654938,
-0.021219121292233467,
-0.05305878072977066,
-0.03974688798189163,
-0.007362161297351122,
0.07221169769763947,
0.043523240834474564,
0.07023444771766663,
0.0024601377081125975,
-0.08864746242761612,
-0.08246972411870956,
0.08005956560373306,
-0.03361509367823601,
0.03493480756878853,
0.00696558877825737,
0.01792490854859352,
0.03013717010617256,
4.101182975267848e-33,
-0.14148998260498047,
-0.1055087074637413,
-0.05344255268573761,
-0.03483928367495537,
-0.014593123458325863,
-0.037765633314847946,
-0.021439846605062485,
-0.027194151654839516,
-0.03704122081398964,
0.18882915377616882,
-0.016222355887293816,
0.009809398092329502,
-0.09281057119369507,
0.005145886912941933,
0.010247054509818554,
0.05962594598531723,
-0.001143018831498921,
-0.028559543192386627,
0.025631817057728767,
-0.0974639430642128,
0.01570567861199379,
0.05442434549331665,
0.04561906307935715,
0.10411366820335388,
0.040379978716373444,
0.02413320355117321,
-0.043385136872529984,
0.01624341495335102,
-0.00415588216856122,
0.004430384840816259,
-0.0003906104830093682,
-0.02528207376599312,
-0.10433346778154373,
-0.057632945477962494,
-0.02306138351559639,
0.0033340926747769117,
-0.009892100468277931,
0.07843951880931854,
-0.023713678121566772,
-0.0220644548535347,
0.06343428045511246,
-0.07126905769109726,
-0.05755665525794029,
0.04752931371331215,
-0.04036026448011398,
-0.029923269525170326,
0.015596624463796616,
0.02005675993859768,
0.10027588158845901,
0.0099979592487216,
-0.041959937661886215,
-0.03343860059976578,
0.05177388712763786,
-0.02482619322836399,
-0.04147269204258919,
-0.02980674058198929,
0.04318458214402199,
-0.028245754539966583,
0.03633511811494827,
0.02232484519481659,
0.048797886818647385,
-0.0384213887155056,
-0.013949012383818626,
-0.036432500928640366,
0.012269542552530766,
-0.010021258145570755,
-0.009193693287670612,
0.13333232700824738,
0.039243005216121674,
-0.005496587138622999,
0.09441470354795456,
-0.04148529842495918,
-0.0978894829750061,
-0.03725744038820267,
0.021075496450066566,
-0.01559528149664402,
0.011448701843619347,
-0.04019102454185486,
-0.009595511481165886,
-0.018340548500418663,
0.00968709122389555,
-0.06178324669599533,
0.06716925650835037,
0.03358228877186775,
-0.05366058647632599,
-0.09218192845582962,
-0.006183616351336241,
-0.05255633220076561,
-0.05062631890177727,
0.00450295303016901,
-0.03861379995942116,
0.005428955424576998,
0.0005564953899011016,
0.042435165494680405,
0.06843579560518265,
-2.0433862601976216e-8,
-0.028304945677518845,
-0.031494345515966415,
0.04474351182579994,
-0.003150294767692685,
-0.06238884851336479,
0.08159197866916656,
0.028648536652326584,
0.03506048768758774,
0.02659742720425129,
0.08999540656805038,
0.009550660848617554,
-0.026381736621260643,
0.00944568496197462,
0.06249622628092766,
-0.005108017940074205,
0.06478125602006912,
-0.010539225302636623,
0.02567863091826439,
-0.008564547635614872,
0.0484345518052578,
-0.04407358542084694,
0.06284625083208084,
0.005148477852344513,
-0.058723125606775284,
0.014843913726508617,
0.024728557094931602,
-0.010597013868391514,
0.13750781118869781,
-0.01865435391664505,
-0.022526931017637253,
-0.06259050220251083,
-0.014286365360021591,
-0.020202765241265297,
0.02137128822505474,
0.11507479101419449,
-0.0011002615792676806,
-0.033528439700603485,
0.010016628541052341,
-0.00880473293364048,
0.011204715818166733,
-0.08007669448852539,
-0.04304812103509903,
0.02718125656247139,
0.037314523011446,
0.06830840557813644,
0.0470285601913929,
-0.014657721854746342,
-0.002799946116283536,
0.0016601698007434607,
-0.04689117521047592,
-0.052980031818151474,
-0.055173009634017944,
0.08392452448606491,
-0.05753125250339508,
0.05202482268214226,
0.02165861986577511,
-0.038579750806093216,
-0.0151817062869668,
0.07627212256193161,
0.10754728317260742,
-0.02925632707774639,
0.10112597793340683,
0.057177551090717316,
0.04903421178460121
] | p | So this is client side. | [
"blog",
"blog/fast-embed-models"
] | 16,052 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(48) | [
-0.04004446044564247,
-0.05745437741279602,
-0.040761735290288925,
0.035314708948135376,
0.062250614166259766,
-0.04478943347930908,
-0.08190616965293884,
-0.03218712657690048,
0.06566593796014786,
0.022453509271144867,
0.016364526003599167,
0.04437407851219177,
0.08631136268377304,
-0.03174109011888504,
-0.08127788454294205,
0.0393134281039238,
0.022471051663160324,
0.009558690711855888,
-0.07438695430755615,
-0.024885348975658417,
-0.048640962690114975,
-0.0602356493473053,
-0.02472103014588356,
-0.07231487333774567,
0.12839357554912567,
-0.01907544955611229,
-0.03288661688566208,
0.07318317890167236,
0.1065492257475853,
-0.05908681079745293,
0.055476803332567215,
-0.06754734367132187,
0.032050762325525284,
0.09104884415864944,
-0.0015247772680595517,
0.06425650417804718,
0.0029407727997750044,
-0.0014627774944528937,
-0.12141592055559158,
-0.021443011239171028,
0.07086335122585297,
0.03488156944513321,
-0.0970199778676033,
0.11012544482946396,
0.03249293938279152,
0.047926418483257294,
0.036928441375494,
-0.02705184556543827,
-0.0009446404874324799,
0.015119158662855625,
-0.04373611509799957,
0.03548375889658928,
-0.07897002249956131,
0.07047302275896072,
-0.02811170183122158,
-0.035683780908584595,
-0.005835947580635548,
-0.022816767916083336,
-0.019172143191099167,
0.06264036148786545,
-0.008230366744101048,
-0.04514380171895027,
0.04683136194944382,
0.042460739612579346,
0.08014323562383652,
-0.012996976263821125,
0.038553494960069656,
0.05695648863911629,
-0.02690448798239231,
-0.03629216551780701,
0.0011841037776321173,
-0.004837352316826582,
-0.10283476114273071,
0.04526123031973839,
-0.021502157673239708,
0.026830583810806274,
-0.016804367303848267,
-0.017146309837698936,
0.07221004366874695,
0.013266392983496189,
0.013980632647871971,
0.03596187382936478,
0.022554876282811165,
-0.03342937305569649,
0.014701045118272305,
-0.05304981768131256,
0.05143763870000839,
0.03953680768609047,
-0.033593110740184784,
-0.027408994734287262,
-0.0023708180524408817,
-0.030315980315208435,
0.0020591053180396557,
0.045365359634160995,
-0.028577709570527077,
-0.02128441073000431,
0.0009149095858447254,
0.04393567517399788,
0.020197145640850067,
-0.0012668769340962172,
-0.02919081225991249,
0.0013334504328668118,
0.06551104038953781,
0.058919958770275116,
-0.0448925644159317,
-0.11234191805124283,
-0.002284454647451639,
0.05560211464762688,
-0.08588051795959473,
-0.01073920913040638,
-0.03709903731942177,
0.03854835033416748,
-0.0001713699020911008,
0.024988463148474693,
0.03780002146959305,
0.02739924192428589,
-0.10822787135839462,
0.03239796310663223,
0.011394520290195942,
0.04891897737979889,
-0.04527188464999199,
0.009634818881750107,
0.01864810846745968,
-0.0006283639231696725,
-0.08020196855068207,
-0.09049834311008453,
-0.05062829703092575,
-1.2156716457074394e-33,
0.056491557508707047,
-0.013326543383300304,
0.000648221408482641,
0.03653585910797119,
0.0006955891149118543,
0.03985803574323654,
-0.08557488769292831,
0.11028516292572021,
-0.06977143883705139,
0.001826924504712224,
-0.030884644016623497,
0.05043981224298477,
0.06837140768766403,
0.16195964813232422,
0.001301094307564199,
-0.013976877555251122,
-0.008527323603630066,
0.030414840206503868,
0.010746566578745842,
-0.040697935968637466,
0.04802219942212105,
-0.028539976105093956,
-0.025923816487193108,
-0.01736486703157425,
-0.06420142203569412,
0.011652326211333275,
0.06810326129198074,
-0.04824623838067055,
-0.031805843114852905,
0.007031023036688566,
-0.06721727550029755,
-0.057133082300424576,
-0.026629576459527016,
-0.006769969593733549,
0.055823199450969696,
0.053620513528585434,
0.031984928995370865,
0.012252435088157654,
-0.039564233273267746,
-0.012526612728834152,
0.07390555739402771,
0.014160639606416225,
-0.005123885814100504,
-0.08403362333774567,
-0.11827503889799118,
-0.04119870439171791,
0.09368263185024261,
-0.029801834374666214,
-0.027963761240243912,
0.012837440706789494,
0.07601647078990936,
0.017319107428193092,
-0.04382818937301636,
0.0013143399264663458,
0.016453713178634644,
-0.046441853046417236,
-0.00925824698060751,
-0.09680947661399841,
0.09665168821811676,
-0.00043333889334462583,
-0.1109418123960495,
-0.03456450253725052,
-0.014748387038707733,
0.046663057059049606,
-0.03749874234199524,
0.01034346129745245,
0.015988195315003395,
-0.02455141395330429,
0.05279550701379776,
0.02370178885757923,
-0.005224649794399738,
0.01182450633496046,
-0.011862888000905514,
-0.03664683923125267,
0.007530266419053078,
-0.0069188219495117664,
-0.04880298301577568,
-0.047817762941122055,
-0.05675944685935974,
0.020021790638566017,
-0.052559901028871536,
-0.04441225901246071,
-0.015985017642378807,
0.002290530828759074,
-0.003399292007088661,
-0.12403359264135361,
-0.010572884231805801,
-0.035941142588853836,
0.00919551495462656,
-0.0020963982678949833,
-0.05020485445857048,
-0.03898492082953453,
-0.002899863990023732,
-0.030486084520816803,
-0.04390222206711769,
4.414087357335752e-34,
-0.07706419378519058,
-0.011615154333412647,
-0.08062289655208588,
0.04665760323405266,
0.010198903270065784,
0.03636063635349274,
0.028884481638669968,
0.06866790354251862,
-0.04695022478699684,
0.014005407691001892,
-0.025045407935976982,
-0.06465305387973785,
0.023017678409814835,
0.023997286334633827,
-0.040243566036224365,
-0.01166395004838705,
-0.06531857699155807,
-0.041061148047447205,
-0.036954786628484726,
-0.056294478476047516,
-0.10427842289209366,
0.04055286943912506,
0.08696728944778442,
0.05741236358880997,
0.10800167918205261,
0.08765590190887451,
-0.03873519226908684,
0.03321803733706474,
0.044687025249004364,
-0.00042776245390996337,
0.007704464718699455,
-0.10423873364925385,
-0.14354680478572845,
-0.035429131239652634,
-0.06519846618175507,
-0.03114943765103817,
0.01784268207848072,
0.1019497662782669,
-0.0076893894001841545,
-0.058271605521440506,
0.033212799578905106,
0.05847015604376793,
-0.13189589977264404,
0.039009638130664825,
0.043815482407808304,
-0.02136342227458954,
-0.04519667476415634,
-0.04200343042612076,
0.0875498428940773,
0.0036002059932798147,
-0.003853501519188285,
0.055044762790203094,
0.028012076392769814,
-0.018367012962698936,
0.016843285411596298,
0.004474372137337923,
0.05231679975986481,
0.07631781697273254,
-0.021920956671237946,
-0.0040006376802921295,
0.03608015552163124,
-0.06830134987831116,
0.04492366686463356,
-0.04063384234905243,
-0.03608448803424835,
-0.054791420698165894,
0.036879267543554306,
0.05007282644510269,
-0.05765334516763687,
0.019700191915035248,
-0.02924845553934574,
-0.00039631675463169813,
-0.016833003610372543,
-0.03757540136575699,
0.02430223673582077,
0.02570578083395958,
0.06381842494010925,
0.007522930391132832,
0.04720305651426315,
-0.03512607142329216,
0.050936613231897354,
-0.01547823566943407,
0.0837101861834526,
0.040965959429740906,
0.0807458683848381,
-0.06094278767704964,
0.022403495386242867,
-0.04056943953037262,
0.012322064489126205,
0.011780248954892159,
-0.06898196786642075,
0.07985471189022064,
-0.08928929269313812,
0.09918104857206345,
0.06030232831835747,
-2.364308571145557e-8,
-0.027210455387830734,
0.03571825474500656,
0.09607183188199997,
0.03979507088661194,
-0.0011634727707132697,
-0.06762950867414474,
0.07821240276098251,
0.1142108291387558,
0.048888202756643295,
-0.08120162785053253,
0.08098173886537552,
-0.10158666223287582,
-0.08076520264148712,
-0.012246680445969105,
0.058380357921123505,
0.06399613618850708,
0.051512543112039566,
-0.08860433101654053,
0.013986954465508461,
-0.0334060862660408,
-0.02924610674381256,
0.07159557193517685,
0.044142190366983414,
-0.0027264668606221676,
0.023156648501753807,
-0.003941072151064873,
0.04668058082461357,
0.025809770449995995,
-0.02170066349208355,
-0.0075722127221524715,
0.0006669856957159936,
0.020337969064712524,
0.023849504068493843,
-0.023953625932335854,
-0.06620875746011734,
0.03212448209524155,
-0.02051907405257225,
0.006510015111416578,
-0.023423567414283752,
-0.0631047710776329,
-0.0026599562261253595,
0.023132389411330223,
0.05872610583901405,
-0.03920407220721245,
0.09021193534135818,
0.028177568688988686,
0.0032340562902390957,
-0.003948014695197344,
-0.02649223618209362,
0.043552614748477936,
0.03914230316877365,
0.004878704436123371,
-0.0376419872045517,
0.053016796708106995,
0.05537291616201401,
-0.02739536762237549,
-0.007538910489529371,
0.011330957524478436,
0.11854337155818939,
0.042041901499032974,
-0.02608836442232132,
-0.03567517176270485,
0.03573399409651756,
-0.05963626503944397
] | p | You own all your data and even when you compress it and send us all the Embedding creation happens on your own compute. | [
"blog",
"blog/fast-embed-models"
] | 16,053 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(48) | [
0.008370988070964813,
-0.06243598833680153,
-0.006002851761877537,
-0.007968843914568424,
0.025579970329999924,
-0.03184543177485466,
-0.06784579157829285,
-0.05140049010515213,
0.1143694743514061,
-0.025140197947621346,
0.052349209785461426,
-0.029115239158272743,
0.04146489500999451,
0.005922267679125071,
-0.0973498597741127,
-0.0015953101683408022,
0.004041954409331083,
-0.0713081806898117,
-0.008209703490138054,
0.02266390435397625,
0.0048485067673027515,
-0.030243990942835808,
0.011741154827177525,
-0.028708044439554214,
0.0856173112988472,
-0.11751937121152878,
-0.029867080971598625,
0.05912305787205696,
0.07062540203332901,
-0.052906956523656845,
0.06964295357465744,
-0.04437921196222305,
-0.04449442774057388,
0.07624735683202744,
0.06457556039094925,
0.1268317550420761,
-0.058673374354839325,
-0.00784857664257288,
-0.06468608975410461,
-0.030494144186377525,
0.07168078422546387,
-0.008521641604602337,
-0.04725078493356705,
0.05250469967722893,
0.01531212031841278,
0.04951753467321396,
-0.010424595326185226,
-0.0530746690928936,
-0.07190869748592377,
0.05974690243601799,
-0.05350050702691078,
-0.008966512978076935,
-0.0006226758705452085,
0.04261578992009163,
-0.047408245503902435,
-0.01228012703359127,
-0.06234000250697136,
0.06937368959188461,
0.045932769775390625,
0.007065380923449993,
-0.0006523827905766666,
-0.06127788871526718,
0.05596715211868286,
-0.0027631623670458794,
0.0014177781995385885,
0.02476346306502819,
-0.05407547950744629,
0.020320137962698936,
-0.05525600165128708,
0.034301117062568665,
0.0810168981552124,
0.03481370955705643,
-0.04353988170623779,
-0.029608003795146942,
0.04258900135755539,
0.056821033358573914,
-0.0507049560546875,
-0.05356774851679802,
0.08596550673246384,
-0.04329066351056099,
0.058498259633779526,
0.07020978629589081,
0.008864530362188816,
-0.0193357951939106,
0.0035748700611293316,
0.04392341151833534,
0.04457990452647209,
-0.00804621260613203,
-0.012664088048040867,
-0.036454424262046814,
0.08169475942850113,
-0.03450998663902283,
-0.022293105721473694,
0.05551283061504364,
-0.011512727476656437,
-0.07489968091249466,
0.008220154792070389,
0.07825977355241776,
0.008434880524873734,
-0.047388456761837006,
-0.06428699940443039,
-0.003247559769079089,
0.05068526044487953,
0.04118494689464569,
-0.01751655340194702,
-0.059107594192028046,
-0.014048493467271328,
0.015486753545701504,
-0.11674581468105316,
-0.016789160668849945,
0.0049916706047952175,
-0.006732174661010504,
-0.005335298832505941,
-0.022830886766314507,
-0.06042291224002838,
0.04892398789525032,
-0.014766227453947067,
0.009409479796886444,
-0.04057203605771065,
-0.0004793447151314467,
-0.03135618567466736,
0.016080057248473167,
-0.05998767167329788,
-0.053307875990867615,
-0.04630469158291817,
-0.07909627258777618,
-0.02515256777405739,
-3.2564054193482685e-34,
0.03241284191608429,
-0.04622991755604744,
-0.013938761316239834,
0.012919633649289608,
0.12910182774066925,
-0.024533919990062714,
-0.06582564860582352,
0.058207981288433075,
-0.12032443284988403,
-0.0385790579020977,
-0.054250311106443405,
-0.05060036852955818,
-0.04661628231406212,
0.05725971981883049,
-0.02757124975323677,
-0.003393888007849455,
-0.006795244291424751,
-0.00518654054030776,
-0.0707240030169487,
-0.010923215188086033,
0.02821047231554985,
0.022962484508752823,
-0.036359820514917374,
-0.05749351158738136,
-0.12117698788642883,
0.051115766167640686,
0.06718544661998749,
0.0018928485224023461,
-0.02950906567275524,
0.005498496815562248,
-0.018618833273649216,
-0.03432183340191841,
0.013976402580738068,
-0.01271123718470335,
0.06903639435768127,
0.019146353006362915,
0.05427190661430359,
0.03502371907234192,
-0.0600944422185421,
0.0227655041962862,
0.07691396772861481,
-0.0014197233831509948,
0.0009047589846886694,
-0.05985228717327118,
-0.0881979689002037,
-0.025760656222701073,
0.06448134034872055,
0.03297961875796318,
0.03730969876050949,
-0.0010362807661294937,
0.020742684602737427,
0.1114422082901001,
-0.015398041345179081,
-0.038557279855012894,
0.028480513021349907,
-0.09254729747772217,
-0.013688343577086926,
-0.07511807978153229,
0.07426348328590393,
-0.029425986111164093,
-0.06557317078113556,
-0.02796553261578083,
0.01789582520723343,
-0.008097290992736816,
-0.08514373004436493,
-0.0320163257420063,
0.021890394389629364,
0.06094454601407051,
0.042811088263988495,
-0.01599937304854393,
0.020071212202310562,
0.01278950646519661,
-0.03508458286523819,
0.006021989043802023,
-0.0004314413235988468,
-0.018450280651450157,
-0.08387535065412521,
-0.06785218417644501,
-0.013046814128756523,
0.052710309624671936,
-0.0832902267575264,
-0.05854494497179985,
-0.011829049326479435,
-0.05640556663274765,
-0.08473596721887589,
-0.09258221089839935,
0.019772587344050407,
0.006244773045182228,
0.02594160847365856,
0.019449735060334206,
0.023957299068570137,
-0.06942372024059296,
0.07980836927890778,
0.01646171510219574,
-0.0585310161113739,
-1.0401560127922712e-33,
-0.026331119239330292,
-0.06350172311067581,
-0.03282218426465988,
0.026734890416264534,
0.005025381688028574,
0.06055735796689987,
0.0523676723241806,
0.10946300625801086,
-0.04663702845573425,
0.01719391904771328,
0.03629712015390396,
0.035726398229599,
-0.0348653681576252,
0.07009021937847137,
0.007117581553757191,
0.06075267866253853,
-0.01676435023546219,
0.005032669752836227,
-0.029226960614323616,
-0.010940874926745892,
-0.021181480959057808,
-0.020121784880757332,
0.02040828764438629,
0.06414303928613663,
0.09120400995016098,
0.11888619512319565,
0.05816943198442459,
0.06289783865213394,
0.03898793086409569,
0.04160549119114876,
-0.05490599945187569,
-0.04215143620967865,
-0.07637295126914978,
0.050064943730831146,
-0.08310095220804214,
-0.027054043486714363,
0.07649707794189453,
0.025630488991737366,
-0.030845915898680687,
-0.07539605349302292,
0.040332864969968796,
-0.007805163506418467,
-0.15062597393989563,
0.07105232030153275,
0.04242788255214691,
0.003793648909777403,
0.04088587686419487,
0.029460489749908447,
0.07428043335676193,
-0.00038761721225455403,
0.01529439352452755,
-0.0025453693233430386,
0.06531941145658493,
-0.00021719399956054986,
0.010443721897900105,
0.045401860028505325,
0.0011524364817887545,
0.04175601154565811,
0.003184642642736435,
-0.008585575968027115,
0.027454428374767303,
-0.1095970869064331,
-0.01558018010109663,
-0.11376436054706573,
0.06184467673301697,
0.006330457981675863,
-0.015844043344259262,
0.08756446093320847,
-0.0024459685664623976,
-0.030403049662709236,
-0.04121074825525284,
0.019589904695749283,
-0.009058274328708649,
-0.04625368118286133,
-0.005322581622749567,
-0.017894485965371132,
0.035457562655210495,
-0.0162929967045784,
0.04518706351518631,
-0.0038665635511279106,
-0.023174967616796494,
-0.006611699238419533,
0.07952766865491867,
0.04128045588731766,
0.09676354378461838,
-0.059065841138362885,
0.03402196988463402,
-0.01599188894033432,
-0.0798364207148552,
0.061042677611112595,
-0.07842791825532913,
0.06491551548242569,
-0.027535835281014442,
0.15271587669849396,
0.062187761068344116,
-2.2062403459699453e-8,
0.0053629581816494465,
0.04159412533044815,
0.027690665796399117,
-0.042312975972890854,
0.0031382981687784195,
-0.131866917014122,
0.08956759423017502,
0.06272467225790024,
-0.006042340770363808,
-0.05760718509554863,
-0.03893250972032547,
-0.05460505560040474,
-0.01713922806084156,
0.0266878642141819,
0.08596363663673401,
-0.005725505296140909,
0.007321793120354414,
0.021789666265249252,
0.00041504038381390274,
-0.09074992686510086,
-0.06148964539170265,
0.03233938664197922,
0.09165093302726746,
0.0011459552915766835,
-0.13579227030277252,
0.07480477541685104,
-0.028134064748883247,
-0.012064500711858273,
-0.025956586003303528,
0.012504973448812962,
-0.045539431273937225,
0.02837052009999752,
0.03393842652440071,
-0.05143031105399132,
-0.07117456197738647,
0.07050753384828568,
-0.042631637305021286,
-0.03254733979701996,
-0.011141831055283546,
-0.06171979755163193,
0.03559809550642967,
0.0135249188169837,
0.017419150099158287,
-0.02630220167338848,
0.0806812196969986,
0.03185906261205673,
0.03039098158478737,
0.024387801066040993,
-0.0028729301411658525,
0.09345153719186783,
0.07573915272951126,
-0.02166466973721981,
-0.003904302604496479,
0.01016763411462307,
0.005080533679574728,
-0.039331916719675064,
0.007540696766227484,
0.01625704951584339,
0.06832659244537354,
0.008244714699685574,
0.0017907355213537812,
-0.029282309114933014,
0.09274464100599289,
-0.039690084755420685
] | p | This Embedding creation does not happen on Cauldron cloud, it happens on your own compute. | [
"blog",
"blog/fast-embed-models"
] | 16,054 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(48) | [
0.03368569165468216,
-0.04351513460278511,
-0.02746358886361122,
0.03125748410820961,
-0.0013051980640739202,
0.04580968618392944,
0.02686941623687744,
0.006253574974834919,
0.00963100977241993,
0.027699710801243782,
0.08838728070259094,
0.08255662769079208,
0.04407979175448418,
-0.026615098118782043,
0.014758462086319923,
0.004653021693229675,
0.04729827120900154,
-0.015858301892876625,
-0.07829594612121582,
0.07664838433265686,
-0.015588848851621151,
0.02183004468679428,
0.06425780057907104,
0.018809061497449875,
-0.14820140600204468,
0.07913719862699509,
-0.04569856449961662,
-0.04106636345386505,
-0.00573929725214839,
-0.05192413553595543,
0.030880138278007507,
-0.022953981533646584,
0.01680104434490204,
-0.04600432887673378,
-0.07584009319543839,
0.0009875971591100097,
-0.02005111426115036,
-0.008798724040389061,
-0.012119961902499199,
0.0008735699811950326,
0.0031327062752097845,
0.008272099308669567,
-0.007572253700345755,
0.0024707813281565905,
-0.06342915445566177,
0.04915149509906769,
-0.014597151428461075,
-0.0027132765389978886,
0.019594566896557808,
-0.05651712417602539,
-0.026378506794571877,
-0.03452065959572792,
0.029655540362000465,
-0.11562447994947433,
0.06441320478916168,
0.02812941186130047,
0.05786561965942383,
0.03948792815208435,
0.017138170078396797,
-0.002175478730350733,
-0.0031996017787605524,
0.019137835130095482,
-0.10054029524326324,
0.020489096641540527,
0.0639849528670311,
0.07066549360752106,
-0.03887084499001503,
0.026695672422647476,
-0.07485688477754593,
0.046747125685214996,
-0.0408894419670105,
0.024962976574897766,
0.0021487141493707895,
0.055373672395944595,
0.05755627155303955,
-0.033871185034513474,
-0.06731831282377243,
-0.0014922688715159893,
0.039120789617300034,
0.03869869187474251,
-0.005231757648289204,
0.10772190988063812,
0.0062921131029725075,
-0.01133223157376051,
0.004346536472439766,
-0.0771191194653511,
0.011412135325372219,
-0.04708482697606087,
0.13858462870121002,
0.04176347702741623,
-0.03180258721113205,
-0.048797186464071274,
0.07975199073553085,
-0.017479851841926575,
-0.004397572483867407,
0.06408222019672394,
-0.057983849197626114,
0.04348673298954964,
-0.07263658195734024,
-0.019910762086510658,
0.006135033909231424,
-0.016308121383190155,
-0.010363425128161907,
0.04927602410316467,
0.03737698867917061,
-0.11118200421333313,
0.007145094219595194,
-0.08109454065561295,
0.0047005522064864635,
-0.023174487054347992,
-0.024072658270597458,
-0.04472046718001366,
0.009600535966455936,
0.07469180971384048,
0.027755236253142357,
0.06405377388000488,
-0.051093559712171555,
0.008501876145601273,
0.02670556679368019,
-0.008014284074306488,
-0.030485117807984352,
-0.08696654438972473,
0.028104497119784355,
-0.009047113358974457,
0.024508927017450333,
-0.030059535056352615,
-0.04356801137328148,
-4.143681136811905e-33,
-0.008288157172501087,
0.014832115732133389,
0.0026352128479629755,
0.018030794337391853,
0.03305806592106819,
0.002301756525412202,
-0.053587473928928375,
-0.009077598340809345,
0.002338229911401868,
0.050693586468696594,
0.08664705604314804,
-0.06324773281812668,
-0.038673285394907,
0.038991861045360565,
0.06259508430957794,
-0.0014427099376916885,
-0.07449785619974136,
0.08408807963132858,
0.031672295182943344,
-0.021168548613786697,
0.018066244199872017,
-0.014958835206925869,
-0.04811103269457817,
-0.10231056809425354,
-0.04144510626792908,
-0.039977673441171646,
0.03395547717809677,
0.08009115606546402,
0.028360461816191673,
-0.007427091244608164,
0.020108256489038467,
0.08584790676832199,
-0.031658705323934555,
0.007027430459856987,
-0.016766468062996864,
0.047518808394670486,
-0.01897660829126835,
-0.046639323234558105,
0.015134147368371487,
0.015129750594496727,
-0.060275088995695114,
0.008203667588531971,
-0.026655375957489014,
0.03270072862505913,
0.018479788675904274,
0.008488994091749191,
0.020568188279867172,
-0.10171695053577423,
-0.17661833763122559,
0.04032493755221367,
-0.021874703466892242,
0.08448037505149841,
0.11085536330938339,
-0.04479800537228584,
-0.011726363562047482,
-0.04582645371556282,
-0.03680530562996864,
0.030547501519322395,
-0.062340401113033295,
-0.003390270285308361,
0.01692872680723667,
-0.0446939542889595,
-0.03845646232366562,
0.07022043317556381,
-0.019590601325035095,
0.08944500982761383,
-0.03574957326054573,
0.012988845817744732,
0.004972652066498995,
0.043193768709897995,
-0.0223131962120533,
-0.004796664696186781,
-0.10666579753160477,
-0.02311352640390396,
-0.08817010372877121,
-0.04731110483407974,
-0.04808611422777176,
-0.03687185421586037,
-0.021357690915465355,
-0.021481383591890335,
-0.027072535827755928,
0.029786983504891396,
0.018976200371980667,
0.06761862337589264,
0.0197307039052248,
-0.07647743821144104,
0.11463344842195511,
0.05361185595393181,
-0.0544869489967823,
0.05071058124303818,
0.03809152543544769,
-0.010947165079414845,
0.01599246822297573,
0.058887626975774765,
-0.07105638086795807,
2.4487516280665876e-33,
-0.036225561052560806,
-0.07413165271282196,
-0.028318092226982117,
0.0031933628488332033,
0.06217757612466812,
0.02671673893928528,
-0.004074695520102978,
-0.09443916380405426,
-0.02507748268544674,
0.03677460178732872,
0.01709234155714512,
-0.0182550847530365,
-0.03036409430205822,
-0.0044776746071875095,
-0.057909950613975525,
-0.09426303952932358,
-0.02863151766359806,
-0.06680718064308167,
-0.008110241033136845,
-0.07373633235692978,
-0.02296970784664154,
0.028821036219596863,
0.010367567650973797,
0.08009292185306549,
-0.064468152821064,
0.0022005331702530384,
-0.09119781106710434,
0.021133998408913612,
-0.08718182146549225,
-0.019571321085095406,
-0.041071441024541855,
-0.03312842920422554,
-0.03035556524991989,
-0.00047893828013911843,
-0.05334990844130516,
-0.029724350199103355,
-0.0004462641663849354,
0.050994183868169785,
0.008690031245350838,
-0.002462855540215969,
-0.09032437205314636,
-0.018684927374124527,
-0.07574564963579178,
-0.009569993242621422,
0.03801639378070831,
0.0029409718699753284,
0.0949678048491478,
-0.009968522004783154,
-0.0307846087962389,
0.06155739724636078,
0.0017124837031587958,
0.005609266459941864,
-0.011342368088662624,
-0.017271356657147408,
-0.0823502168059349,
-0.01416255347430706,
0.11348660290241241,
-0.022905217483639717,
0.06651294976472855,
0.012660279870033264,
-0.02204238995909691,
0.03457983583211899,
-0.044312044978141785,
0.05408520996570587,
0.01587757281959057,
0.04640742391347885,
0.02590073272585869,
0.010329539887607098,
0.13131077587604523,
0.03904710337519646,
-0.03967590630054474,
-0.07878135144710541,
-0.046850964426994324,
0.026873137801885605,
-0.040273867547512054,
-0.08322645723819733,
0.0545927956700325,
-0.04715404286980629,
-0.02167489565908909,
-0.012428811751306057,
-0.034552641212940216,
-0.030111130326986313,
0.10572933405637741,
0.008986901491880417,
-0.033722229301929474,
0.000393369875382632,
-0.11911694705486298,
-0.0008769460837356746,
0.04901200160384178,
0.06246199086308479,
-0.05297963693737984,
-0.02199741080403328,
-0.03371470421552658,
-0.02035648562014103,
-0.04625149071216583,
-2.936791787533366e-8,
-0.0010044238297268748,
-0.015528509393334389,
0.06975971162319183,
0.06322983652353287,
0.03963078558444977,
0.0268360935151577,
0.05628111585974693,
-0.07304011285305023,
-0.02756044827401638,
0.04333663731813431,
0.062416233122348785,
-0.02459256537258625,
0.04345502331852913,
-0.0031178737990558147,
0.01577039621770382,
-0.00200143875554204,
0.05712738633155823,
-0.008813929744064808,
-0.032417893409729004,
0.11535266041755676,
0.06423887610435486,
0.027382584288716316,
0.000968193809967488,
0.049293920397758484,
0.016221391037106514,
0.02938658930361271,
0.009616082534193993,
0.19153374433517456,
-0.006821399088948965,
0.07604900747537613,
0.08296789228916168,
-0.03332393988966942,
-0.013250057585537434,
0.00015468767378479242,
0.005792401731014252,
-0.0023118124809116125,
-0.019122831523418427,
-0.031556595116853714,
0.07951269298791885,
-0.04886192828416824,
-0.05163171514868736,
0.015887407585978508,
0.051263805478811264,
0.14068226516246796,
-0.030099952593445778,
0.0502387136220932,
-0.03060573898255825,
0.037849631160497665,
0.016879258677363396,
-0.03547311946749687,
0.02485899068415165,
0.08950463682413101,
0.06638398766517639,
0.058401744812726974,
0.10007590800523758,
0.009076394140720367,
0.005722740665078163,
-0.02455679513514042,
-0.10560710728168488,
0.04322776943445206,
0.091135673224926,
0.11725053191184998,
-0.0784020721912384,
-0.01572207361459732
] | p | It’s consistent with the idea that you should have as much control as possible. | [
"blog",
"blog/fast-embed-models"
] | 16,055 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(48) | [
0.0349905863404274,
-0.10993994027376175,
0.02867431566119194,
-0.0052493237890303135,
0.09362125396728516,
-0.027883237227797508,
-0.15235334634780884,
-0.0521877259016037,
0.07082631438970566,
0.0031760395504534245,
0.03876112774014473,
0.10494757443666458,
0.007778736762702465,
0.026353545486927032,
-0.00345062930136919,
-0.013022296130657196,
0.1372150182723999,
-0.04420163482427597,
0.006145976949483156,
0.04970943555235863,
-0.0907415896654129,
-0.10674216598272324,
-0.024580951780080795,
-0.08014187961816788,
0.0611150823533535,
-0.05814385041594505,
-0.11249858140945435,
0.06719480454921722,
0.010014019906520844,
-0.06171201169490814,
0.048065755516290665,
-0.04734646901488304,
-0.05690217763185501,
0.03715021163225174,
-0.028168482705950737,
0.05256564915180206,
-0.005572142079472542,
-0.04042321816086769,
-0.08539798110723495,
-0.02753368578851223,
0.10163050889968872,
0.040384963154792786,
-0.03533229976892471,
0.1025814488530159,
-0.05244620516896248,
-0.03265026584267616,
0.005033488851040602,
-0.10679548233747482,
-0.019951127469539642,
-0.047450315207242966,
-0.06940235942602158,
-0.015639962628483772,
-0.037883687764406204,
-0.027836067602038383,
-0.011258206330239773,
-0.054077811539173126,
-0.06451110541820526,
0.057224806398153305,
0.0023950692266225815,
0.06683745235204697,
-0.009080326184630394,
-0.03337289020419121,
0.0940600261092186,
0.02459438517689705,
0.03758830577135086,
0.012412922456860542,
0.041915323585271835,
0.012974990531802177,
-0.03348790109157562,
-0.019397670403122902,
-0.06250820308923721,
0.04847048968076706,
-0.11091481149196625,
0.020809514448046684,
-0.04752005636692047,
-0.019079159945249557,
0.009457600302994251,
0.002978731645271182,
0.03228246420621872,
-0.012588661164045334,
0.0019501835340633988,
0.008740220218896866,
0.002578709740191698,
-0.022973041981458664,
0.03641889616847038,
-0.0049824183806777,
0.0038272039964795113,
-0.047819968312978745,
-0.08804371953010559,
-0.020154854282736778,
0.049214016646146774,
0.01941792108118534,
0.0920807421207428,
0.042444463819265366,
0.04549790173768997,
-0.013283788226544857,
0.018265889957547188,
0.0732078030705452,
-0.08863329142332077,
0.0010664623696357012,
0.006992522161453962,
0.05502483248710632,
0.04072343930602074,
0.07325595617294312,
-0.07121244072914124,
-0.10142657905817032,
0.08841326087713242,
0.11038309335708618,
-0.056923434138298035,
-0.03695407137274742,
-0.09416899085044861,
0.0210582222789526,
0.019100353121757507,
0.04034504294395447,
-0.029852354899048805,
-0.020662691444158554,
-0.0298446174710989,
-0.019353579729795456,
0.0574648380279541,
0.04763105884194374,
-0.049388542771339417,
0.00536910817027092,
-0.01061590202152729,
-0.026490820571780205,
0.04171518608927727,
-0.015658032149076462,
0.023241832852363586,
-8.077937485778257e-34,
-0.0029604691080749035,
-0.05407198518514633,
-0.031322307884693146,
-0.05124574527144432,
0.03562457114458084,
-0.02453441359102726,
-0.04745509475469589,
0.07974707335233688,
-0.09438340365886688,
-0.03433949500322342,
0.002862527035176754,
-0.03426682576537132,
0.03606939688324928,
0.09395093470811844,
0.04220622032880783,
-0.06318973749876022,
0.049792006611824036,
0.03989681601524353,
0.06684855371713638,
-0.0166372898966074,
-0.018963780254125595,
-0.05413603410124779,
-0.01825656369328499,
-0.04208042845129967,
-0.04287233576178551,
0.027496065944433212,
0.057471174746751785,
0.0299389511346817,
0.038478925824165344,
0.017319967970252037,
-0.07835101336240768,
-0.11340400576591492,
-0.018331918865442276,
-0.02236739732325077,
0.08665745705366135,
-0.00936069805175066,
0.018098430708050728,
-0.030905336141586304,
-0.03866855427622795,
-0.0267224982380867,
0.008149527944624424,
-0.03065033257007599,
-0.10497746616601944,
-0.033852286636829376,
-0.08057361096143723,
0.01252739131450653,
-0.06183629855513573,
-0.017343714833259583,
0.004931874107569456,
0.03594120219349861,
0.041616566479206085,
0.04612661898136139,
-0.024931907653808594,
0.042103204876184464,
0.05192277953028679,
0.011359401978552341,
-0.011607456021010876,
0.087880939245224,
0.047813307493925095,
0.05824897810816765,
-0.08618855476379395,
-0.04092787951231003,
-0.06252755969762802,
0.003150509437546134,
-0.009018175303936005,
-0.022447993978857994,
0.03195076808333397,
0.019204361364245415,
0.002719391603022814,
0.03771919757127762,
0.030535904690623283,
-0.013591285794973373,
0.028095092624425888,
-0.028365109115839005,
-0.013648542575538158,
-0.014132767915725708,
-0.11306297779083252,
-0.059739258140325546,
0.032629240304231644,
0.03147316351532936,
-0.008465747348964214,
-0.04179869592189789,
-0.032683778554201126,
-0.0011419004295021296,
0.04445934668183327,
-0.10743850469589233,
0.00099432363640517,
0.022542061284184456,
-0.005232140421867371,
0.04499717056751251,
0.009155727922916412,
0.002738923067227006,
0.0036226571537554264,
0.03132333233952522,
0.027952879667282104,
2.532420974152966e-34,
-0.006080897990614176,
-0.09553901106119156,
-0.055970411747694016,
0.0537169985473156,
0.0557592511177063,
0.027232088148593903,
-0.00815729983150959,
0.0323721319437027,
-0.06283646076917648,
0.02010311186313629,
-0.02434481680393219,
-0.06597936898469925,
-0.03902299329638481,
0.013674910180270672,
-0.009404217824339867,
0.03564012423157692,
-0.05563344061374664,
-0.04994119331240654,
0.00027589191449806094,
0.03019273281097412,
-0.035796891897916794,
0.09658888727426529,
0.0616564117372036,
0.0960400328040123,
0.04590786620974541,
0.09791044890880585,
-0.033833492547273636,
0.0389239601790905,
-0.08152487128973007,
-0.0012100638123229146,
0.003815300762653351,
-0.024859754368662834,
-0.10863995552062988,
-0.09960317611694336,
-0.0008797941263765097,
0.04252193495631218,
0.015213224105536938,
0.08294884115457535,
-0.07915977388620377,
-0.044732991605997086,
0.12156783789396286,
-0.008725510910153389,
-0.10365289449691772,
-0.03402717038989067,
-0.007044562138617039,
0.051636841148138046,
-0.03857148066163063,
-0.04931019991636276,
0.07485765218734741,
0.06337646394968033,
-0.019286375492811203,
-0.08939777314662933,
0.11130943149328232,
-0.0189402736723423,
0.04269826412200928,
-0.04724351316690445,
-0.004719199612736702,
0.04036317765712738,
0.009996749460697174,
0.03603007271885872,
0.08000091463327408,
-0.10409104824066162,
-0.014651293866336346,
-0.029315859079360962,
0.062304213643074036,
0.005421396344900131,
0.050973400473594666,
0.07492509484291077,
-0.05824820324778557,
0.035155270248651505,
-0.002171858213841915,
0.00025099670165218413,
-0.014602185226976871,
0.025705279782414436,
-0.01902218535542488,
0.034737762063741684,
0.07662276178598404,
0.028794126585125923,
0.008062511682510376,
-0.010209855623543262,
-0.01046659518033266,
0.06656838208436966,
-0.01990026980638504,
-0.04131869226694107,
-0.00817288551479578,
-0.010766346007585526,
-0.029768364503979683,
-0.00484183756634593,
-0.029622098430991173,
-0.05379268899559975,
-0.007471088320016861,
0.05371498689055443,
-0.03717099875211716,
0.13220170140266418,
0.045690540224313736,
-2.4614452698301648e-8,
0.009563914500176907,
0.009213789366185665,
0.04663468152284622,
0.018117515370249748,
0.020788315683603287,
-0.020668046548962593,
0.07450798153877258,
0.04669347405433655,
0.06655922532081604,
0.051833368837833405,
0.008929821662604809,
-0.13140174746513367,
-0.011075018905103207,
0.014154216274619102,
0.06941184401512146,
-0.01224362663924694,
-0.006921540480107069,
-0.023142559453845024,
0.01544555276632309,
-0.008376948535442352,
-0.02934432029724121,
0.05438171699643135,
0.05543160438537598,
-0.026193611323833466,
-0.04702787846326828,
-0.01866338774561882,
0.017104635015130043,
0.008059714920818806,
-0.02041458524763584,
-0.0354088619351387,
-0.0818360447883606,
0.027633516117930412,
-0.02040603570640087,
-0.051159344613552094,
-0.02798486314713955,
0.0692804753780365,
-0.000844724418129772,
0.017462344840168953,
-0.037465840578079224,
-0.05180538445711136,
0.03021720051765442,
0.03382840007543564,
0.07963341474533081,
-0.052164476364851,
0.09657199680805206,
0.04193630442023277,
-0.04372183978557587,
0.05840363726019859,
-0.015065660700201988,
0.013199146836996078,
-0.009198091924190521,
-0.07078700512647629,
-0.006234601140022278,
0.020516715943813324,
0.05857222154736519,
0.017024261876940727,
0.06160960718989372,
-0.02983098477125168,
0.07909692078828812,
0.039475105702877045,
0.049590397626161575,
-0.024054719135165215,
0.07501485198736191,
0.024103080853819847
] | p | This is also why, as of now at least, Fast Embed is not a dedicated server. | [
"blog",
"blog/fast-embed-models"
] | 16,056 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(48) | [
-0.04861406609416008,
0.026143934577703476,
0.030085481703281403,
-0.04188161715865135,
0.04007828235626221,
-0.0392187274992466,
-0.09886541962623596,
0.012592808343470097,
0.07279512286186218,
-0.02949010767042637,
0.0018935526022687554,
-0.034949805587530136,
0.03002002462744713,
0.05700579285621643,
-0.020780088379979134,
-0.005982480477541685,
-0.003022753866389394,
0.05588144809007645,
0.05061853677034378,
0.03792209178209305,
-0.09487509727478027,
-0.043591223657131195,
0.029329968616366386,
-0.11264100670814514,
0.008704048581421375,
-0.03486592695116997,
-0.07296767085790634,
0.08795204013586044,
-0.0020188046619296074,
-0.06465592980384827,
0.08189448714256287,
-0.014813058078289032,
-0.024057408794760704,
0.014720684848725796,
0.045398592948913574,
0.07006402313709259,
-0.02744903787970543,
-0.08029092848300934,
-0.05163932964205742,
-0.023426497355103493,
0.0725732147693634,
0.00837928056716919,
-0.04658132791519165,
0.002217401983216405,
-0.02722209133207798,
-0.024405520409345627,
-0.039446260780096054,
-0.021743809804320335,
-0.0010585383279249072,
-0.0250068549066782,
-0.06350308656692505,
-0.07215467095375061,
-0.06702481955289841,
-0.0032899323850870132,
0.04410707578063011,
0.009635011665523052,
-0.0016358306165784597,
0.09463576972484589,
-0.016626711934804916,
0.06428451836109161,
0.001697040512226522,
0.04282669723033905,
0.012421476654708385,
0.01766122132539749,
0.0900707095861435,
-0.010472184047102928,
-0.03173467889428139,
-0.0026273808907717466,
0.006443130783736706,
0.005271809175610542,
-0.004369745496660471,
-0.03132373467087746,
-0.05672100931406021,
-0.11332795768976212,
-0.06339605897665024,
-0.03143461048603058,
-0.043024297803640366,
0.04699918255209923,
-0.10436791926622391,
-0.061236415058374405,
0.019854174926877022,
-0.06673011928796768,
0.006142325699329376,
-0.11742722243070602,
0.013125801458954811,
0.021079322323203087,
-0.0418073907494545,
-0.03874939680099487,
-0.009345164522528648,
-0.12447801977396011,
0.05724508687853813,
-0.030050786212086678,
0.05522477999329567,
0.03305497393012047,
0.08564580231904984,
-0.08744451403617859,
0.001096129883080721,
0.03666364401578903,
-0.019078852608799934,
0.0018213439034298062,
-0.0165258701890707,
-0.009214142337441444,
0.05211537703871727,
0.09954504668712616,
0.07651346176862717,
-0.08502043038606644,
0.04170632362365723,
0.0031763315200805664,
-0.11096993088722229,
-0.08380498737096786,
-0.0376213900744915,
0.02236502803862095,
0.015886295586824417,
0.021707329899072647,
-0.04039064422249794,
0.004216734319925308,
0.007725724019110203,
0.06510934978723526,
0.015952453017234802,
0.01218388695269823,
-0.019790930673480034,
-0.007708800490945578,
0.055485498160123825,
-0.05643614009022713,
-0.017616307362914085,
-0.07623930275440216,
-0.07553091645240784,
2.1978587056018865e-33,
-0.006117147393524647,
-0.13483507931232452,
0.04387873411178589,
-0.03507772460579872,
0.12763641774654388,
0.013466407544910908,
-0.02534119412302971,
0.003541390411555767,
-0.052153147757053375,
-0.042265746742486954,
0.026619266718626022,
-0.04635625332593918,
-0.039443910121917725,
0.08879879862070084,
0.007840875536203384,
-0.041460271924734116,
-0.09264355152845383,
0.006913478951901197,
0.03356119245290756,
-0.03924240544438362,
0.01671668142080307,
-0.055144526064395905,
-0.09765730798244476,
-0.04359095171093941,
0.006281769368797541,
-0.017077358439564705,
0.16718341410160065,
0.032480087131261826,
-0.019289223477244377,
0.003347898367792368,
-0.08551809936761856,
-0.040160804986953735,
-0.015913425013422966,
-0.022651635110378265,
-0.0376041978597641,
-0.013864746317267418,
-0.02065141871571541,
0.05829577147960663,
-0.08198676258325577,
-0.003232901217415929,
0.011197035200893879,
-0.030658656731247902,
-0.019537759944796562,
-0.06006506830453873,
0.011326082050800323,
0.022524354979395866,
0.03633316978812218,
0.008413217030465603,
0.045487675815820694,
-0.01835678331553936,
0.07574710249900818,
-0.013717014342546463,
-0.06056300550699234,
0.02507757768034935,
0.022881340235471725,
-0.08096527308225632,
-0.026676030829548836,
0.040110502392053604,
0.009939408861100674,
0.03509628400206566,
-0.0626206323504448,
-0.007604063954204321,
-0.029666511341929436,
0.026861296966671944,
-0.05493197217583656,
0.05324013903737068,
0.044770609587430954,
0.064139723777771,
-0.030073529109358788,
0.1328660398721695,
-0.0116029167547822,
0.015696903690695763,
0.06436577439308167,
0.004696383606642485,
0.04687310382723808,
-0.0338476188480854,
-0.03195682168006897,
0.03536900132894516,
-0.012439368292689323,
0.006965422071516514,
-0.05205431580543518,
0.01960582472383976,
0.021994883194565773,
0.015082173980772495,
-0.0039683859795331955,
-0.14536908268928528,
0.1061558946967125,
0.0073590753600001335,
-0.012988160364329815,
0.09630448371171951,
0.04528344050049782,
0.06851086020469666,
-0.024814113974571228,
0.031171279028058052,
-0.03683582320809364,
-2.815315031362125e-33,
-0.018946312367916107,
-0.012991040013730526,
-0.01732785254716873,
0.023819057270884514,
-0.02437579445540905,
0.04272303357720375,
0.08504258096218109,
-0.008389785885810852,
0.02102699689567089,
0.009493566118180752,
0.011065991595387459,
0.055279336869716644,
-0.029699157923460007,
-0.03219296410679817,
-0.057839587330818176,
0.03713303804397583,
-0.0018421977292746305,
-0.0452192947268486,
-0.011613965965807438,
0.04515662044286728,
-0.003890551859512925,
0.02231992967426777,
0.03550143539905548,
0.016258036717772484,
0.006523522082716227,
0.0691944807767868,
0.09938768297433853,
-0.0003162388748023659,
-0.0732826441526413,
-0.0014358886983245611,
-0.0011273432755842805,
-0.10051803290843964,
-0.07321342080831528,
-0.034564271569252014,
0.013766588643193245,
0.029532380402088165,
0.006880836561322212,
0.045058537274599075,
-0.0987563356757164,
0.0014300395268946886,
0.026635168120265007,
-0.032806988805532455,
-0.04993641749024391,
0.03270096704363823,
-0.026129968464374542,
-0.01272638700902462,
0.042578451335430145,
-0.10755006223917007,
-0.04161704704165459,
-0.034826282411813736,
0.003415834391489625,
-0.00023046554997563362,
0.0225248783826828,
0.040165238082408905,
0.024059852585196495,
-0.05324162170290947,
0.025776457041502,
0.10026610642671585,
0.000828005257062614,
0.036981645971536636,
0.16962717473506927,
-0.07213190943002701,
-0.0462501160800457,
-0.048038382083177567,
0.05101919546723366,
-0.07176969945430756,
-0.008144944906234741,
0.05238654464483261,
-0.04461631551384926,
0.07349787652492523,
0.0011456460924819112,
-0.017513787373900414,
0.03979242220520973,
0.06011123210191727,
0.008995246142148972,
0.010394958779215813,
0.036587897688150406,
0.02561335265636444,
0.06085484102368355,
-0.043627362698316574,
-0.00007752412784611806,
-0.01589169166982174,
0.021554943174123764,
-0.062495745718479156,
-0.029961062595248222,
0.005549471825361252,
0.039733365178108215,
0.059727735817432404,
0.07758056372404099,
-0.04106936976313591,
0.0546993687748909,
0.034334369003772736,
0.039774760603904724,
0.12622418999671936,
0.07355504482984543,
-2.2804785615448964e-8,
0.09290837496519089,
-0.051222946494817734,
0.02877749130129814,
0.020294280722737312,
-0.07469167560338974,
-0.07368648052215576,
-0.013239692896604538,
0.06714729219675064,
0.008840827271342278,
0.011205022223293781,
-0.041568536311388016,
-0.021731900051236153,
-0.04124872013926506,
0.0652221292257309,
0.05768711864948273,
0.011667560786008835,
-0.016951678320765495,
0.009036215953528881,
0.02903323993086815,
-0.06664096564054489,
-0.08875877410173416,
0.09759525954723358,
0.07431997358798981,
-0.02261868491768837,
-0.07470469176769257,
0.04508897289633751,
0.0037052291445434093,
-0.03444373980164528,
0.02222426049411297,
-0.049556486308574677,
0.0070151351392269135,
-0.0030779161024838686,
-0.04872703179717064,
0.015911098569631577,
-0.04647144302725792,
0.021204452961683273,
-0.08671557158231735,
0.046597566455602646,
0.04500330612063408,
0.016363205388188362,
-0.055695388466119766,
-0.08892853558063507,
0.0027145191561430693,
-0.029700223356485367,
0.021525662392377853,
0.02974114753305912,
-0.020441466942429543,
-0.0035327253863215446,
-0.020651821047067642,
0.10082367062568665,
0.07103613764047623,
-0.05198494344949722,
0.07536248117685318,
-0.011406907811760902,
0.06846289336681366,
0.06334255635738373,
0.015941699966788292,
0.0073192790150642395,
0.05806085094809532,
0.026639176532626152,
0.0580965094268322,
-0.03704075515270233,
0.07226576656103134,
0.0660666972398758
] | p | We do not want you to be running two different docker images for Qdrant and Fast Embed. | [
"blog",
"blog/fast-embed-models"
] | 16,057 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(48) | [
-0.039513491094112396,
-0.05267981439828873,
-0.0002013485209317878,
-0.0534948967397213,
-0.01851283572614193,
-0.018559087067842484,
-0.08499184995889664,
0.004037567414343357,
0.061701979488134384,
-0.0155399851500988,
0.043011464178562164,
0.011975327506661415,
0.0383344367146492,
0.06454245001077652,
0.032295968383550644,
-0.02073528803884983,
0.04782501980662346,
-0.013761213049292564,
0.0965506061911583,
0.009488385170698166,
-0.08029688894748688,
-0.037632666528224945,
-0.04108759015798569,
-0.09306807816028595,
-0.010169453918933868,
-0.1022321954369545,
-0.0038454702589660883,
0.10143020004034042,
0.01665344461798668,
-0.08462605625391006,
0.03127816691994667,
-0.020943472161889076,
-0.05345993489027023,
0.0325324684381485,
-0.055598050355911255,
0.04105133190751076,
-0.028603561222553253,
-0.015537465922534466,
-0.06893473863601685,
-0.0023988201282918453,
0.07437890022993088,
-0.00911274366080761,
-0.06328528374433517,
0.04673082381486893,
-0.0206440556794405,
-0.05901802331209183,
-0.042009137570858,
0.011882655322551727,
-0.02121652476489544,
-0.014486131258308887,
-0.030808454379439354,
-0.09970209002494812,
-0.039046768099069595,
0.09104374796152115,
0.03414222598075867,
-0.000006500163635791978,
-0.04691296070814133,
0.10808294266462326,
-0.02260689064860344,
0.028506556525826454,
0.019356558099389076,
0.012343565002083778,
0.029612163081765175,
-0.004319970495998859,
0.10264977812767029,
-0.010159733705222607,
-0.005349618382751942,
0.048081159591674805,
0.0141682717949152,
-0.0027611872646957636,
-0.038540661334991455,
-0.05439752712845802,
-0.058914218097925186,
-0.0930599495768547,
-0.02920681983232498,
0.034143827855587006,
-0.0659160315990448,
0.046863481402397156,
-0.09675000607967377,
0.0003344347351230681,
0.009801210835576057,
0.003131119068711996,
-0.02382034808397293,
-0.09843015670776367,
0.018929287791252136,
0.022212114185094833,
-0.05223095044493675,
-0.025189533829689026,
-0.05828814208507538,
-0.1119634285569191,
0.01874815858900547,
0.03898761421442032,
0.07644541561603546,
0.004556748084723949,
0.010784460231661797,
-0.05235038325190544,
0.014930149540305138,
0.036166176199913025,
-0.008339328691363335,
-0.029591642320156097,
0.026257801800966263,
0.02409323863685131,
-0.055008403956890106,
0.03472818434238434,
0.05590798705816269,
-0.09389752894639969,
0.03165208920836449,
-0.04983031749725342,
-0.03088146261870861,
-0.07420342415571213,
-0.0991600975394249,
0.03785531222820282,
0.031545352190732956,
0.048038918524980545,
-0.03965764492750168,
0.06946338713169098,
-0.012713875621557236,
0.06831479072570801,
0.04027768224477768,
0.017805514857172966,
-0.036359868943691254,
-0.032065827399492264,
0.09996625781059265,
-0.003272672649472952,
-0.017381031066179276,
0.009411603212356567,
-0.07244810461997986,
3.9701091103374243e-33,
-0.0013926040846854448,
-0.06663922220468521,
-0.05345224589109421,
-0.0026946754660457373,
0.11833541840314865,
0.03435587137937546,
-0.004613072145730257,
0.0076188817620277405,
-0.048994068056344986,
-0.08811935037374496,
-0.02563580870628357,
-0.04448093846440315,
0.016798358410596848,
0.010733911767601967,
0.02030748501420021,
-0.03654279559850693,
-0.08587399125099182,
0.022214697673916817,
0.030640000477433205,
-0.05469025671482086,
-0.0247648973017931,
-0.06112287938594818,
-0.07948921620845795,
-0.041096530854701996,
0.09407114237546921,
-0.010883012786507607,
0.07968588173389435,
0.056338243186473846,
0.03311798349022865,
-0.001511855865828693,
-0.08372431993484497,
0.0006960675236769021,
-0.03152453899383545,
0.037236668169498444,
0.019398175179958344,
-0.014242451637983322,
-0.02210269495844841,
0.002606058958917856,
-0.0578245185315609,
0.0008619072032161057,
-0.03533317893743515,
-0.048005178570747375,
-0.049465760588645935,
-0.09293899685144424,
-0.01826954260468483,
-0.030615953728556633,
-0.020705653354525566,
-0.034850507974624634,
0.02095753699541092,
-0.04177054017782211,
0.04348774999380112,
-0.0054056537337601185,
-0.02327171340584755,
0.0637466236948967,
0.05315858870744705,
-0.072995625436306,
0.003757552709430456,
0.05993585288524628,
0.018231526017189026,
0.0823768600821495,
-0.03760372847318649,
-0.04288911074399948,
-0.024605324491858482,
0.02797078527510166,
-0.004269820172339678,
0.09469740092754364,
0.019197193905711174,
0.027851318940520287,
0.00003396953616174869,
0.10200625658035278,
-0.009703305549919605,
0.04369853809475899,
0.0519530326128006,
0.014907307922840118,
-0.027045048773288727,
-0.03862842917442322,
-0.09335029125213623,
0.0028995713219046593,
0.04760730266571045,
0.01065282803028822,
-0.0625673159956932,
0.02757914550602436,
-0.04629258066415787,
0.051288530230522156,
-0.013761704787611961,
-0.09131810814142227,
0.07569577544927597,
-0.01479423139244318,
-0.042490191757678986,
0.09805930405855179,
-0.045497290790081024,
0.10094085335731506,
0.07666367292404175,
0.01882757619023323,
0.016258321702480316,
-3.559003471024346e-33,
-0.07651576399803162,
-0.016899853944778442,
0.0027279118075966835,
0.03480977937579155,
-0.008001144975423813,
0.030093567445874214,
0.11496007442474365,
-0.03298443928360939,
0.03865163400769234,
0.038740597665309906,
-0.003159288549795747,
0.03287731856107712,
0.03134887292981148,
-0.03636122867465019,
-0.07558921724557877,
0.037883978337049484,
-0.011765880510210991,
-0.07234861701726913,
-0.009910205379128456,
0.002750736428424716,
-0.00980753730982542,
-0.04060278832912445,
0.08091573417186737,
0.020524008199572563,
0.012895390391349792,
0.06983628869056702,
0.09627468138933182,
-0.04460520297288895,
-0.10866234451532364,
-0.02814897708594799,
0.05391855165362358,
-0.0821283683180809,
-0.035328324884176254,
-0.052657533437013626,
-0.014046517200767994,
0.05535019934177399,
0.04963643103837967,
0.09743703156709671,
-0.07462489604949951,
-0.0470305010676384,
0.06523241102695465,
-0.02394246496260166,
-0.09127575159072876,
0.04540208354592323,
-0.024652957916259766,
0.02832380123436451,
-0.0489303320646286,
-0.06002730876207352,
-0.0684826597571373,
-0.005505555775016546,
0.009637532755732536,
-0.019580762833356857,
0.023705974221229553,
0.06219689920544624,
-0.01352230366319418,
0.0037571415305137634,
0.011583718471229076,
0.11282380670309067,
0.007705304306000471,
0.06560657173395157,
0.15552915632724762,
-0.10324568301439285,
-0.043478235602378845,
-0.01085684821009636,
0.06582552939653397,
-0.03577642887830734,
0.0009276067139580846,
0.08497210592031479,
-0.00980717595666647,
0.08684569597244263,
0.08822305500507355,
-0.007993556559085846,
0.020691655576229095,
0.06600520759820938,
0.010553543455898762,
0.00048705414519645274,
0.03311171382665634,
-0.0312118511646986,
0.02379007078707218,
0.010228065773844719,
-0.029439611360430717,
0.04502983018755913,
-0.013833673670887947,
-0.029900582507252693,
-0.04061386361718178,
0.009661110118031502,
0.06643697619438171,
0.08146669715642929,
0.06604065001010895,
-0.07269350439310074,
0.028819970786571503,
0.01917320303618908,
-0.013118474744260311,
0.03696974739432335,
0.0626780316233635,
-2.817311894887098e-8,
0.06268680840730667,
-0.040681205689907074,
0.009858169592916965,
0.03078567609190941,
-0.11936742067337036,
-0.06857705116271973,
-0.00007859728793846443,
0.007362829055637121,
0.018652960658073425,
0.06959998607635498,
-0.09794387966394424,
0.0005091589409857988,
-0.05687432736158371,
0.03322329372167587,
0.05936519801616669,
0.017353517934679985,
-0.0027953211683779955,
-0.020975572988390923,
0.019218789413571358,
-0.014880310744047165,
0.009331826120615005,
0.07612822204828262,
0.03170013055205345,
0.05852150917053223,
-0.08828281611204147,
0.01097988709807396,
0.014652283862233162,
-0.0008995231473818421,
-0.017006738111376762,
-0.07398135215044022,
-0.010254514403641224,
-0.05125321447849274,
0.031297966837882996,
0.07072984427213669,
-0.041140660643577576,
0.033536408096551895,
-0.10696543753147125,
0.024482110515236855,
0.025339357554912567,
0.08560271561145782,
-0.009291358292102814,
-0.11909934133291245,
-0.008550494909286499,
-0.027285736054182053,
0.04028737545013428,
0.0034314391668885946,
-0.029454506933689117,
-0.020371299237012863,
-0.0143751110881567,
0.07075069099664688,
0.03988812491297722,
-0.011800146661698818,
0.10088492184877396,
-0.026486435905098915,
0.08963236957788467,
0.02115078829228878,
0.003174235811457038,
-0.005345414858311415,
0.05672406405210495,
0.015002254396677017,
0.03663139045238495,
0.04027577117085457,
0.09976420551538467,
0.03007291629910469
] | p | Or let’s say two different ports for Qdrant and Discord within the sorry, Qdrant and Fast Embed in the same docker image or server. | [
"blog",
"blog/fast-embed-models"
] | 16,058 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(48) | [
-0.0024532186798751354,
0.027845406904816628,
0.023229306563735008,
-0.06000467762351036,
-0.043701186776161194,
-0.06129137799143791,
-0.09074639528989792,
-0.09018898755311966,
0.0898267924785614,
-0.0065110791474580765,
-0.0329742394387722,
0.06304503977298737,
0.0546567477285862,
0.028138060122728348,
-0.003575233742594719,
-0.008225101046264172,
0.0017073958879336715,
-0.04064296931028366,
-0.01716955378651619,
0.14872127771377563,
-0.018807685002684593,
-0.04863068461418152,
-0.012583368457853794,
0.028680559247732162,
0.008866370655596256,
0.008070341311395168,
-0.015623603016138077,
0.014691467396914959,
0.006882025394588709,
-0.05685136094689369,
0.05873631685972214,
0.0013794157421216369,
-0.07007542997598648,
-0.02417069487273693,
0.0851326510310173,
-0.01819942519068718,
-0.032184898853302,
-0.02273949421942234,
0.03405429795384407,
-0.026145529001951218,
0.051531627774238586,
0.022218037396669388,
-0.013219459913671017,
0.062350042164325714,
-0.09734629094600677,
-0.023074176162481308,
-0.059874337166547775,
-0.08012992888689041,
-0.019222771748900414,
-0.005782449152320623,
0.004923220723867416,
0.02455357275903225,
0.014980577863752842,
-0.014587215147912502,
0.13457228243350983,
0.012547217309474945,
0.012561620213091373,
0.00013250707706902176,
0.01047580223530531,
0.013508214615285397,
-0.02755674533545971,
0.08677605539560318,
0.039891600608825684,
0.07415501028299332,
0.0135898282751441,
-0.03809596970677376,
0.0669974833726883,
0.07651874423027039,
-0.012653898447751999,
0.04270515590906143,
-0.022313088178634644,
0.03402464836835861,
0.10450201481580734,
-0.05696305260062218,
0.004875687416642904,
-0.008332000114023685,
-0.04333367198705673,
-0.014139181934297085,
0.0037360230926424265,
0.02355923131108284,
0.029940709471702576,
0.011203870177268982,
0.046161193400621414,
-0.04370574653148651,
0.01417917013168335,
-0.04259095713496208,
-0.029899800196290016,
-0.003901141230016947,
0.12593883275985718,
0.025662200525403023,
-0.08271875977516174,
0.0080105010420084,
0.14355143904685974,
0.03662111237645149,
-0.03965999186038971,
0.07034940272569656,
0.06756597757339478,
0.057661272585392,
0.10215847939252853,
0.06687232106924057,
-0.0842181071639061,
0.02207218110561371,
0.008788744919002056,
-0.02417275868356228,
-0.01029237825423479,
-0.01846732757985592,
0.008377602323889732,
-0.028043800964951515,
-0.029630476608872414,
-0.025912554934620857,
-0.07842347025871277,
-0.04770585894584656,
0.02219131588935852,
0.048460375517606735,
0.03959618881344795,
-0.025336632505059242,
0.022121643647551537,
0.042678236961364746,
-0.04703444987535477,
0.07238359749317169,
0.03366762027144432,
-0.02571169100701809,
-0.0279699694365263,
0.07503463327884674,
0.03347167372703552,
0.007066693622618914,
-0.018645357340574265,
-4.0273549505385005e-33,
0.056571535766124725,
-0.017821796238422394,
0.029453814029693604,
-0.04201909527182579,
0.050504170358181,
0.021713092923164368,
-0.05278904736042023,
-0.005799123086035252,
0.03966653347015381,
0.011870943941175938,
-0.04417569562792778,
-0.037841569632291794,
0.04580078274011612,
0.022176727652549744,
0.018525633960962296,
-0.1058163270354271,
-0.05092303082346916,
0.040296901017427444,
-0.034038495272397995,
-0.09902768582105637,
0.005369389895349741,
-0.11519290506839752,
-0.028077632188796997,
-0.06782375276088715,
0.06872263550758362,
-0.021269667893648148,
-0.012110620737075806,
0.05159385874867439,
0.04943590238690376,
-0.006263441871851683,
-0.06072578951716423,
0.08571359515190125,
0.0465475469827652,
-0.007874256931245327,
-0.013392158783972263,
0.06483183801174164,
-0.006643643602728844,
0.02422979846596718,
-0.04521515592932701,
-0.021692510694265366,
-0.013067689724266529,
-0.002194887725636363,
-0.06362175941467285,
0.015377083793282509,
0.02672412246465683,
0.07102988660335541,
0.1370162069797516,
0.022699378430843353,
-0.04598509892821312,
-0.07188166677951813,
-0.00971397664397955,
0.0034175144974142313,
0.019967293366789818,
-0.04917523264884949,
0.07745441049337387,
-0.019354816526174545,
0.04568353667855263,
-0.02739059180021286,
0.008977486751973629,
0.05088014155626297,
-0.06292354315519333,
-0.031187985092401505,
0.02203715778887272,
-0.02311519719660282,
0.10002242773771286,
-0.0013804723275825381,
0.008036032319068909,
-0.08341354131698608,
0.024837838485836983,
-0.03196408972144127,
-0.025269493460655212,
0.017822949215769768,
-0.1536821871995926,
0.08913698047399521,
-0.0733945220708847,
-0.03406825661659241,
0.04788636043667793,
0.025152919813990593,
-0.005561875179409981,
-0.08854259550571442,
-0.0304328091442585,
-0.06061091646552086,
0.026449067518115044,
0.03366886451840401,
0.06087832897901535,
-0.009596814401447773,
0.0646980032324791,
0.041704852133989334,
-0.07711180299520493,
0.013646258041262627,
0.013883387669920921,
-0.022340325638651848,
0.06785794347524643,
0.004081623628735542,
-0.06490056216716766,
2.6443436024678466e-33,
-0.11648893356323242,
-0.0943455770611763,
-0.06159019097685814,
0.08128388971090317,
0.01643001101911068,
0.02431769296526909,
0.07889827340841293,
0.019455261528491974,
-0.043443385511636734,
0.002364362822845578,
-0.02871977910399437,
-0.006412308197468519,
-0.002465597353875637,
0.0482567735016346,
0.04011471942067146,
0.025740349665284157,
0.09453678131103516,
0.004945684224367142,
0.008957449346780777,
0.07179177552461624,
0.02927487902343273,
0.042865242809057236,
-0.10052027553319931,
0.0748162493109703,
0.014832313172519207,
0.044168971478939056,
-0.03953555226325989,
0.04189390316605568,
-0.0417836494743824,
0.0555303618311882,
0.0017021745443344116,
-0.05383162572979927,
-0.049500178545713425,
-0.007203009445220232,
0.054881658405065536,
-0.0020419086795300245,
-0.016187813133001328,
-0.022282244637608528,
0.048557478934526443,
-0.04777314513921738,
-0.08026142418384552,
-0.051075488328933716,
-0.055541325360536575,
0.06624754518270493,
-0.00025088683469220996,
0.03233790025115013,
0.07953359931707382,
0.03231538459658623,
-0.00010498952906345949,
0.004974044859409332,
-0.029053667560219765,
-0.00046923436457291245,
-0.11803099513053894,
0.002537340857088566,
-0.03175877407193184,
0.00979003868997097,
-0.029950270429253578,
-0.0352679044008255,
0.009905664250254631,
0.004637160804122686,
0.008725978434085846,
0.08649454265832901,
0.006481786258518696,
-0.02818380296230316,
0.003128129057586193,
0.0217512808740139,
-0.03231080248951912,
0.03305133804678917,
-0.0380125418305397,
0.0660596415400505,
0.040753044188022614,
-0.10399238020181656,
-0.1078205406665802,
0.06740941107273102,
0.06656373292207718,
-0.05284220352768898,
0.05158469080924988,
-0.010822813957929611,
-0.013801860623061657,
0.0502227358520031,
0.01823550835251808,
-0.009126637130975723,
0.022804375737905502,
-0.021434683352708817,
-0.0799190104007721,
-0.03607352823019028,
-0.017483150586485863,
-0.04635106027126312,
0.08192609995603561,
0.009848253801465034,
-0.03441091626882553,
-0.11398467421531677,
0.06317704170942307,
-0.005404380615800619,
-0.024130268022418022,
-3.010280735793458e-8,
0.03524398058652878,
-0.030068479478359222,
0.08204255253076553,
0.04115932062268257,
0.053739819675683975,
0.037596799433231354,
0.056752268224954605,
-0.010184118524193764,
-0.016800418496131897,
0.03415448218584061,
0.021234041079878807,
0.005460371263325214,
0.034286174923181534,
0.01151887234300375,
0.0003342075215186924,
0.055180393159389496,
-0.013156958855688572,
-0.03774567320942879,
-0.042232029139995575,
0.051264651119709015,
-0.034617774188518524,
0.08655494451522827,
-0.0716293528676033,
-0.042219534516334534,
0.026925524696707726,
0.019441653043031693,
-0.08048157393932343,
0.010871739126741886,
-0.0029528234153985977,
-0.02002814970910549,
0.0375203900039196,
-0.0750492662191391,
-0.05066496133804321,
0.07386096566915512,
-0.11992783099412918,
-0.036549754440784454,
-0.10783975571393967,
-0.015566152520477772,
0.017509886994957924,
-0.03898172825574875,
-0.008063695393502712,
0.05192789435386658,
0.07359065860509872,
0.03330301120877266,
-0.03452496975660324,
-0.027100229635834694,
-0.07780686020851135,
-0.07380488514900208,
0.025179296731948853,
-0.09496121853590012,
0.0767272338271141,
-0.09128143638372421,
-0.07013346999883652,
-0.03170748054981232,
0.14575037360191345,
-0.04791291058063507,
0.007657499518245459,
0.03512609377503395,
-0.003919874783605337,
0.05950804427266121,
0.03997885063290596,
-0.035692982375621796,
0.05036049336194992,
-0.01765851117670536
] | p | So, yeah, that is more chaos than we would like. | [
"blog",
"blog/fast-embed-models"
] | 16,059 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(49) | [
-0.09869501739740372,
0.06445261836051941,
-0.0700313150882721,
-0.021951276808977127,
-0.025799725204706192,
-0.04739833623170853,
0.1027933657169342,
0.09392203390598297,
0.09250365197658539,
0.0175621435046196,
-0.001431716256774962,
-0.06628168374300003,
0.00997555535286665,
0.04084043577313423,
-0.023436948657035828,
0.02193133346736431,
-0.08380930870771408,
0.010890294797718525,
0.008056210353970528,
0.03600181266665459,
-0.07469882816076279,
-0.04406357184052467,
-0.05317161977291107,
0.053817734122276306,
0.028376733884215355,
0.0441967211663723,
0.04563260078430176,
0.0783819630742073,
-0.05284513533115387,
-0.12470140308141708,
-0.013663770630955696,
0.053681109100580215,
0.006437600590288639,
-0.025773905217647552,
-0.05461622774600983,
0.02577187493443489,
0.037272293120622635,
-0.06510455161333084,
-0.01074416097253561,
0.01698511280119419,
-0.039764516055583954,
-0.05816584825515747,
-0.02496187388896942,
0.08176800608634949,
-0.055112071335315704,
0.020101023837924004,
-0.049150921404361725,
0.0759289339184761,
0.04562726244330406,
0.02599106729030609,
-0.010781076736748219,
-0.010713095776736736,
0.018745381385087967,
0.07102734595537186,
0.0301591195166111,
0.06500247120857239,
0.011868458241224289,
0.06955843418836594,
-0.0031935235019773245,
-0.023440580815076828,
0.01802426017820835,
-0.006550197023898363,
-0.11181875318288803,
0.06289980560541153,
-0.12136226892471313,
0.07479490339756012,
-0.016750579699873924,
0.10715030878782272,
-0.11238621920347214,
0.05682803690433502,
0.06656726449728012,
0.01926642470061779,
0.02973317727446556,
-0.03360893949866295,
-0.02554907277226448,
0.060154352337121964,
0.018376193940639496,
-0.04604634270071983,
0.020263930782675743,
-0.12687644362449646,
0.002458849921822548,
-0.03579200059175491,
-0.03206489980220795,
0.03367315232753754,
0.023283345624804497,
0.05621597543358803,
0.0014669898664578795,
-0.013457235880196095,
0.03449198603630066,
0.02068439871072769,
-0.059169452637434006,
-0.0028591579757630825,
0.04693371057510376,
-0.04356779158115387,
-0.005430850200355053,
0.03288966417312622,
0.039160143584012985,
-0.012247654609382153,
-0.05817965045571327,
0.09600836783647537,
0.07269304245710373,
0.014088505879044533,
-0.0026913629844784737,
0.05103950574994087,
-0.02591816522181034,
0.03281301259994507,
0.012838955968618393,
-0.0027253921143710613,
0.04642999544739723,
-0.004236888140439987,
-0.11008544266223907,
-0.03991355374455452,
-0.014665079303085804,
0.06358248740434647,
-0.058387454599142075,
0.0261994618922472,
0.040949027985334396,
-0.0007408967358060181,
0.0015834076330065727,
-0.1477653533220291,
0.052422262728214264,
-0.010157499462366104,
-0.010255670174956322,
-0.10429255664348602,
-0.019700849428772926,
0.01017587911337614,
0.03032734803855419,
-2.469148659105262e-33,
0.04332903400063515,
-0.0014220488956198096,
0.003109969198703766,
0.07754788547754288,
-0.04434176906943321,
-0.011516893282532692,
-0.07696138322353363,
0.018074242398142815,
-0.12933316826820374,
0.05766649171710014,
-0.11362898349761963,
-0.004035167396068573,
-0.04915134236216545,
0.06196114420890808,
0.059740256518125534,
0.001251240842975676,
0.0682704895734787,
-0.02649570070207119,
-0.05915464460849762,
0.01046012993901968,
-0.06209607422351837,
0.054173536598682404,
0.004129149951040745,
-0.04346412047743797,
-0.015585025772452354,
0.029828710481524467,
0.037983238697052,
-0.03967173770070076,
-0.05615121126174927,
0.03715750202536583,
-0.031192203983664513,
0.022007521241903305,
-0.04122935235500336,
0.032883912324905396,
-0.03813037648797035,
0.07928156107664108,
-0.0098976856097579,
-0.03919278457760811,
0.01701829582452774,
-0.07046516984701157,
0.04310959577560425,
-0.015674889087677002,
-0.03931455314159393,
-0.05465143918991089,
0.032776400446891785,
0.015812816098332405,
0.09699387103319168,
-0.010807611979544163,
0.0424911230802536,
0.02183443494141102,
-0.056417517364025116,
0.002320091938599944,
-0.014405675232410431,
-0.020415449514985085,
0.04643961414694786,
-0.0003100441535934806,
-0.05521947517991066,
0.003807120956480503,
0.02748117968440056,
-0.0008295975276269019,
0.09412902593612671,
-0.03346388041973114,
0.030267048627138138,
-0.05754387006163597,
-0.010203806683421135,
0.02648661471903324,
-0.08983998000621796,
0.03774019330739975,
0.06628251820802689,
-0.058238133788108826,
-0.016386479139328003,
-0.03445636108517647,
0.023623831570148468,
0.07921960949897766,
0.00024155549181159586,
0.03765605017542839,
0.03864917531609535,
0.07694759964942932,
0.044542133808135986,
0.0000860311629367061,
-0.013908579014241695,
-0.044860370457172394,
-0.018490679562091827,
-0.023750776425004005,
0.06265094876289368,
0.11122915893793106,
0.04140381142497063,
-0.012242548167705536,
-0.053887881338596344,
0.05046786367893219,
-0.12348563969135284,
-0.01198814157396555,
-0.005988596938550472,
-0.10063864290714264,
-0.08008942008018494,
1.1758635295168426e-33,
-0.07119251042604446,
0.004404006060212851,
-0.0287241842597723,
-0.041186973452568054,
-0.018925584852695465,
-0.028237096965312958,
0.011980891227722168,
0.11584872752428055,
-0.0438716821372509,
-0.04069336876273155,
-0.039646048098802567,
0.017816197127103806,
0.05841432884335518,
-0.07456950843334198,
-0.0427648089826107,
0.04096408560872078,
0.014821847900748253,
-0.15885894000530243,
0.04295935481786728,
-0.0333525650203228,
-0.004574186634272337,
0.05085420981049538,
-0.012918512336909771,
-0.020511161535978317,
-0.03264577314257622,
0.01787138730287552,
0.05980182811617851,
0.07179588079452515,
-0.04101962596178055,
-0.009527124464511871,
-0.020912181586027145,
-0.007447311654686928,
-0.025272667407989502,
-0.018068840727210045,
0.04966430738568306,
-0.005093737039715052,
0.0714421272277832,
0.05822918191552162,
-0.04918225482106209,
-0.03959174081683159,
-0.0444076843559742,
-0.05827545374631882,
0.002822481794282794,
0.10191022604703903,
0.0758720338344574,
-0.013169093988835812,
-0.12389588356018066,
0.00004185879879514687,
-0.004942903760820627,
0.0054290806874632835,
-0.002005157060921192,
0.017842251807451248,
-0.07795773446559906,
0.12609265744686127,
0.015397503040730953,
-0.07920987159013748,
-0.06219116225838661,
0.018062317743897438,
0.01708262972533703,
-0.0467103011906147,
-0.0222731102257967,
0.030889276415109634,
-0.12362468242645264,
0.030252641066908836,
0.12619911134243011,
0.05297687277197838,
-0.05905282497406006,
0.00044052506564185023,
0.03387283533811569,
0.0005049623432569206,
0.11555565893650055,
-0.017287801951169968,
-0.06853249669075012,
-0.026086140424013138,
-0.033106882125139236,
-0.061545480042696,
-0.03679010272026062,
0.040142081677913666,
0.045407261699438095,
0.03055298700928688,
-0.009508936665952206,
-0.01065406110137701,
-0.04798166826367378,
-0.026597056537866592,
-0.05169916898012161,
0.013731725513935089,
0.06893304735422134,
-0.007634959649294615,
0.0023887299466878176,
0.002192156622186303,
0.0019659684039652348,
0.04173200950026512,
0.015577824786305428,
0.033626411110162735,
0.019854877144098282,
-1.591187270832961e-8,
0.0082797696813941,
0.053819313645362854,
-0.04405272752046585,
-0.001609634724445641,
-0.027799835428595543,
-0.05584322661161423,
-0.053420282900333405,
0.030252819880843163,
0.058500032871961594,
0.04822934418916702,
0.05338044837117195,
0.049398135393857956,
0.10141182690858841,
0.009943531826138496,
0.018266618251800537,
0.0019932729192078114,
0.03814907371997833,
0.09880122542381287,
-0.01604943908751011,
0.0037959900218993425,
0.04487485811114311,
0.019351523369550705,
-0.011365141719579697,
0.022335076704621315,
0.03149593994021416,
-0.02783278562128544,
-0.06984730809926987,
-0.07011651992797852,
0.03432229161262512,
0.00007333100802497938,
0.04100913181900978,
0.07423259317874908,
0.030323341488838196,
-0.04863908886909485,
0.05612184852361679,
0.006293061655014753,
-0.12822642922401428,
0.015131622552871704,
0.052704181522130966,
-0.059367381036281586,
0.02154228463768959,
-0.028998946771025658,
0.020838545635342598,
-0.0027341307140886784,
-0.06431449204683304,
-0.04161455109715462,
0.031826797872781754,
0.04527342692017555,
-0.031868062913417816,
-0.0060237497091293335,
-0.051676537841558456,
0.014574969187378883,
0.04470844566822052,
0.006309406831860542,
0.07947362959384918,
-0.01605699397623539,
0.0589464008808136,
0.054612550884485245,
-0.03254062309861183,
0.03357728198170662,
0.052944667637348175,
-0.009778291918337345,
0.0006944375927560031,
0.009491273202002048
] | p | Demetrios: | [
"blog",
"blog/fast-embed-models"
] | 16,060 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(49) | [
-0.07686904817819595,
0.0552426241338253,
-0.022154806181788445,
-0.02506929263472557,
-0.0711701363325119,
0.07564233243465424,
0.07509743422269821,
0.07098134607076645,
0.07015994936227798,
0.024240130558609962,
0.04158791899681091,
-0.011396761983633041,
-0.006483151111751795,
0.05523316562175751,
0.028884097933769226,
-0.00999391544610262,
-0.05179478973150253,
-0.03926035389304161,
-0.0304516963660717,
-0.021597083657979965,
-0.032641664147377014,
0.013447137549519539,
0.0037676573265343904,
-0.03016400896012783,
0.038823600858449936,
-0.021822137758135796,
0.00319970422424376,
0.051737576723098755,
0.08108501881361008,
-0.02938525192439556,
0.04546058923006058,
0.04557029530405998,
0.009448792785406113,
0.04722767323255539,
-0.054249007254838943,
0.053986385464668274,
-0.05490720644593239,
-0.04678627848625183,
0.012992825359106064,
0.019062025472521782,
0.0034185394179075956,
0.05556654930114746,
-0.03551254794001579,
0.045871954411268234,
0.05945426970720291,
-0.016161156818270683,
-0.043696414679288864,
0.026581108570098877,
-0.09197494387626648,
-0.14657071232795715,
-0.06797739863395691,
-0.076377734541893,
-0.09531661123037338,
0.040988557040691376,
0.07495696097612381,
0.07450233399868011,
-0.019072506576776505,
0.03039194643497467,
-0.0366978794336319,
0.02946406789124012,
0.022812137380242348,
0.03018467128276825,
-0.04933152347803116,
0.05084148794412613,
0.10235090553760529,
-0.016148701310157776,
-0.07692641019821167,
0.025369079783558846,
0.01937084272503853,
-0.011634580790996552,
-0.05340496450662613,
-0.02442086674273014,
-0.0431164875626564,
-0.03179363161325455,
-0.015435726381838322,
-0.04504815861582756,
-0.03475600853562355,
0.06421192735433578,
-0.06396379321813583,
0.03130905702710152,
0.0019293559016659856,
0.04784995689988136,
0.014470614492893219,
0.03540889918804169,
0.0484810434281826,
0.0565018467605114,
-0.03306417539715767,
0.025347154587507248,
0.01180450152605772,
-0.04121764376759529,
-0.010271092876791954,
-0.07845132797956467,
-0.010537438094615936,
0.007802184205502272,
0.07355154305696487,
-0.055143389850854874,
0.019578155130147934,
0.02189049683511257,
0.004192231222987175,
-0.013744520023465157,
0.040434330701828,
-0.019908588379621506,
-0.07285270094871521,
0.026741839945316315,
-0.03622889891266823,
-0.05941731482744217,
0.02222585305571556,
0.011483510956168175,
-0.010405631735920906,
-0.06652069091796875,
-0.1423642486333847,
-0.013872391544282436,
0.04474863037467003,
0.008298140950500965,
-0.0807320773601532,
0.0361880287528038,
0.005507341120392084,
0.10581276565790176,
0.021479111164808273,
0.015650248154997826,
0.0033711467403918505,
0.01600031554698944,
-0.02282535843551159,
0.08036871999502182,
-0.06963619589805603,
-0.029817307367920876,
-0.037692539393901825,
-4.285687833888945e-33,
0.018733646720647812,
0.017226260155439377,
0.07084066420793533,
0.015298538841307163,
-0.010414487682282925,
0.03982018306851387,
-0.029728911817073822,
-0.02343226782977581,
0.02293633669614792,
-0.04171691834926605,
0.05701280012726784,
-0.08389429748058319,
0.005172408651560545,
0.02647252567112446,
0.0371481329202652,
-0.009485126473009586,
-0.16959404945373535,
0.030883092433214188,
0.039221759885549545,
-0.027515867725014687,
0.024422520771622658,
0.004173289984464645,
-0.055382560938596725,
0.01292521134018898,
0.01642749272286892,
0.0346233956515789,
0.17420683801174164,
0.0834369957447052,
0.00321666500531137,
0.022257205098867416,
-0.11917423456907272,
0.01443598885089159,
-0.11412520706653595,
-0.07017909735441208,
-0.018120670691132545,
0.03606851026415825,
-0.007189622614532709,
-0.07464128732681274,
-0.050258245319128036,
-0.06268642097711563,
0.028025466948747635,
-0.009542067535221577,
0.011318553239107132,
-0.08611100912094116,
-0.02334262989461422,
0.050660114735364914,
0.016654331237077713,
-0.010098902508616447,
-0.03276202455163002,
-0.026016857475042343,
-0.040937867015600204,
-0.009496351704001427,
0.04187913239002228,
0.005553958471864462,
0.010654132813215256,
0.03811467066407204,
0.013413037173449993,
0.06753116101026535,
-0.017846746370196342,
0.1334362030029297,
0.024285554885864258,
0.03175536170601845,
0.06435808539390564,
0.056174058467149734,
-0.027096107602119446,
0.04631628096103668,
-0.07853837311267853,
-0.03991606459021568,
-0.031398091465234756,
0.09522667527198792,
-0.0078018601052463055,
0.046289704740047455,
0.032162927091121674,
0.026273323222994804,
-0.02443178929388523,
-0.011967928148806095,
-0.06612471491098404,
0.07848954945802689,
0.041568029671907425,
-0.05107041448354721,
-0.05893827602267265,
-0.007596271578222513,
0.037418462336063385,
-0.00703121442347765,
0.009544454514980316,
-0.11196091026067734,
0.16556483507156372,
0.018631478771567345,
-0.01934267394244671,
0.014381954446434975,
-0.044309426099061966,
-0.027538087218999863,
-0.01476011611521244,
0.018018515780568123,
-0.033787935972213745,
2.5838752547065865e-33,
-0.06481797248125076,
-0.04704432561993599,
-0.01821889728307724,
0.04063038527965546,
0.020709263160824776,
0.023089036345481873,
0.027766190469264984,
-0.03663146495819092,
0.09887994825839996,
0.07162053883075714,
0.028808850795030594,
0.0030988906510174274,
-0.07831181585788727,
0.016874536871910095,
-0.006710721179842949,
0.008344534784555435,
-0.038316331803798676,
-0.07836635410785675,
0.02138669602572918,
0.031699102371931076,
-0.03178669512271881,
0.049361396580934525,
0.025832422077655792,
-0.06500244140625,
-0.015660135075449944,
0.06879933178424835,
0.0031622459646314383,
0.04797462746500969,
-0.10891035944223404,
-0.0003513663250487298,
0.0376676470041275,
-0.1997491866350174,
-0.11124081164598465,
-0.007133724167943001,
-0.10954836755990982,
0.0058715008199214935,
0.09828674793243408,
0.013923549093306065,
-0.016951246187090874,
0.016312258318066597,
-0.04340251162648201,
-0.03605250269174576,
-0.09254363924264908,
0.051072366535663605,
-0.012688576243817806,
-0.02441359870135784,
0.08945365995168686,
-0.014650097116827965,
-0.018904710188508034,
-0.004962505307048559,
0.022325560450553894,
0.02728053741157055,
-0.01874198205769062,
0.02078177221119404,
-0.12096167355775833,
0.052010685205459595,
0.025968046858906746,
0.08648159354925156,
0.05800354480743408,
-0.013693446293473244,
0.09712846577167511,
-0.09421440213918686,
0.005576737690716982,
-0.02569280005991459,
0.05415743961930275,
-0.04550178349018097,
0.007201943546533585,
0.02326059527695179,
0.04555483162403107,
-0.01747829094529152,
-0.0026828215923160315,
-0.007550194393843412,
0.037611257284879684,
-0.00406643794849515,
-0.0074610221199691296,
0.008870981633663177,
-0.017349524423480034,
-0.0606607086956501,
-0.03501938655972481,
-0.08612044155597687,
0.020100189372897148,
-0.07550520449876785,
0.04458307474851608,
0.03244750201702118,
0.04997451603412628,
-0.08377595245838165,
-0.017304208129644394,
-0.01085552666336298,
0.060786884278059006,
0.03959079831838608,
-0.002336825942620635,
0.06191478297114372,
0.0540185272693634,
0.032712362706661224,
0.004809445235878229,
-3.834253448076197e-8,
0.023685770109295845,
-0.03803877532482147,
-0.035197094082832336,
0.03685123845934868,
0.05650811269879341,
-0.006192064378410578,
0.004800139926373959,
0.041497886180877686,
-0.05175741761922836,
0.042420048266649246,
0.009026304818689823,
-0.03166530653834343,
-0.04935465380549431,
0.04851803556084633,
0.0031597826164215803,
0.046697113662958145,
-0.05051052197813988,
0.03940550237894058,
-0.017029590904712677,
0.02428562380373478,
0.018090708181262016,
0.10503439605236053,
0.02206605300307274,
0.03345013037323952,
-0.04058127850294113,
0.05769158899784088,
-0.019514665007591248,
-0.009423843584954739,
0.04572383314371109,
0.0063139405101537704,
0.03925164416432381,
0.007543068379163742,
0.03439606353640556,
0.023539269343018532,
-0.03061009757220745,
0.003621610114350915,
-0.06159227341413498,
-0.01767173781991005,
0.05440216511487961,
0.03980096057057381,
-0.09069782495498657,
-0.060553330928087234,
-0.008076276630163193,
0.10614029318094254,
0.038591641932725906,
-0.003057445166632533,
-0.10432294756174088,
-0.03004569374024868,
-0.02203560434281826,
-0.07214335352182388,
0.06965501606464386,
0.06101714447140694,
0.03862236440181732,
0.011640883982181549,
0.037878457456827164,
-0.049781765788793564,
0.01017453521490097,
-0.0071343607269227505,
-0.023218253627419472,
-0.02829640731215477,
0.05335849151015282,
-0.02227533794939518,
0.10067339986562729,
0.029678747057914734
] | p | Yeah, and I think if I understood it, I understood that question a little bit differently, where it’s just like this comes with Qdrant out of the box. | [
"blog",
"blog/fast-embed-models"
] | 16,061 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(50) | [
-0.07068775594234467,
0.10394103825092316,
-0.032273970544338226,
0.008267688564956188,
-0.04559528827667236,
-0.0004329704097472131,
0.04587487131357193,
-0.041867148131132126,
0.000811785866972059,
-0.06371096521615982,
0.04983411356806755,
-0.18026813864707947,
-0.018794164061546326,
-0.039112940430641174,
0.00018304963305126876,
-0.08386178314685822,
-0.027695834636688232,
0.026668086647987366,
-0.010040225461125374,
-0.10622676461935043,
-0.099820576608181,
0.0040987590327858925,
-0.024684645235538483,
-0.053897786885499954,
-0.027138832956552505,
-0.0014770107809454203,
0.04932659864425659,
-0.021017003804445267,
0.06485504657030106,
-0.056955114006996155,
0.02565472573041916,
0.050222381949424744,
-0.055834244936704636,
0.006442325655370951,
0.024624360725283623,
0.010866050608456135,
-0.11144094914197922,
0.06123407930135727,
0.058808885514736176,
-0.016405116766691208,
0.029392285272479057,
-0.0977497398853302,
-0.00015348783927038312,
-0.051837675273418427,
0.03870869800448418,
-0.011100987903773785,
-0.05021699517965317,
0.03524097427725792,
-0.06421039253473282,
0.03628423064947128,
-0.12701556086540222,
-0.014285646378993988,
0.04741724207997322,
-0.030110830441117287,
0.12650896608829498,
-0.11083002388477325,
-0.03181149810552597,
-0.054958559572696686,
0.02013329230248928,
0.04824584349989891,
0.08594918251037598,
0.02103479951620102,
-0.055323660373687744,
0.002080952050164342,
-0.023726485669612885,
-0.04035935923457146,
0.007595332805067301,
-0.049308665096759796,
-0.0022003387566655874,
0.023260854184627533,
0.050495658069849014,
-0.01366446539759636,
0.001573912682943046,
0.015814168378710747,
-0.017103558406233788,
-0.07771310210227966,
-0.012339871376752853,
-0.004139802418649197,
-0.02992989309132099,
-0.015274051576852798,
0.06513717770576477,
0.056913528591394424,
0.007358583156019449,
-0.03506247326731682,
0.0008929661707952619,
-0.07185610383749008,
0.02243306301534176,
0.002056086203083396,
-0.019975455477833748,
0.004933557473123074,
0.04855538532137871,
0.0818604826927185,
-0.08270714432001114,
-0.02287595346570015,
-0.005614920053631067,
-0.07434341311454773,
-0.05708927661180496,
-0.0273688193410635,
-0.056723564863204956,
0.09749575704336166,
-0.02480403147637844,
0.039316464215517044,
-0.0024050783831626177,
0.1016547828912735,
-0.13643276691436768,
-0.046753089874982834,
-0.041039686650037766,
-0.06982844322919846,
-0.007715950254350901,
0.03550608828663826,
-0.021551549434661865,
-0.03815723955631256,
-0.10206186026334763,
-0.05955369025468826,
0.03969781845808029,
0.045870136469602585,
0.01739412732422352,
-0.011080645024776459,
-0.028875986114144325,
0.015031000599265099,
-0.012232995592057705,
0.0042800516821444035,
-0.09139235317707062,
0.015455805696547031,
-0.0563923716545105,
0.00544072687625885,
0.05155967175960541,
-5.820976852762445e-34,
-0.04166588932275772,
0.013514574617147446,
0.0006108566303737462,
0.021234335377812386,
0.020014658570289612,
-0.1131228655576706,
-0.08195053040981293,
-0.07391707599163055,
-0.03752712905406952,
-0.07056131213903427,
0.09279415011405945,
-0.025820063427090645,
-0.05103582516312599,
-0.03303706273436546,
0.03623439744114876,
0.05275561287999153,
-0.006699723657220602,
-0.00992574729025364,
0.029194412752985954,
0.021893702447414398,
0.06431981921195984,
0.006571618840098381,
-0.01311112754046917,
0.006589963566511869,
0.03745206445455551,
0.005738172680139542,
0.1107761412858963,
-0.029643936082720757,
0.04679110646247864,
0.0031198947690427303,
0.11188853532075882,
-0.038264255970716476,
-0.025741029530763626,
-0.026690183207392693,
-0.03333727642893791,
0.00956655666232109,
-0.012149951420724392,
-0.01647823676466942,
-0.049891144037246704,
-0.03596041351556778,
-0.07448608428239822,
0.03711322695016861,
0.06959652900695801,
-0.021047264337539673,
-0.05245525389909744,
0.0397026501595974,
0.04060634225606918,
0.000622553110588342,
0.11922502517700195,
-0.022605204954743385,
-0.010133876465260983,
0.0290971826761961,
-0.030443435534834862,
0.011534971185028553,
0.03423738852143288,
0.07074528932571411,
0.025608766824007034,
-0.011826049536466599,
0.02436809055507183,
-0.02699776366353035,
-0.04960807040333748,
-0.07658786326646805,
-0.06206924095749855,
-0.004235155880451202,
0.006675313226878643,
-0.02995873987674713,
-0.01918862573802471,
-0.057671014219522476,
0.0640057623386383,
-0.005079754628241062,
-0.09377079457044601,
0.024907222017645836,
0.01504012756049633,
0.021807892248034477,
-0.06859384477138519,
0.013223842717707157,
0.023214593529701233,
0.06807181239128113,
-0.034662339836359024,
0.08211280405521393,
-0.034077342599630356,
0.12938563525676727,
0.05578674003481865,
-0.06000180169939995,
0.056992463767528534,
-0.02903018519282341,
-0.04511989280581474,
0.019331488758325577,
0.027741631492972374,
-0.004302895627915859,
-0.011466762982308865,
0.026648476719856262,
0.013622675091028214,
-0.010173131711781025,
-0.0038356445729732513,
-2.0472517979806426e-33,
0.08065681159496307,
-0.016770852729678154,
-0.03447897359728813,
0.0472111701965332,
0.028989393264055252,
0.06383007764816284,
0.007946689613163471,
0.0593193918466568,
0.03551793470978737,
0.0535566508769989,
0.0226060152053833,
0.0608404278755188,
0.07048070430755615,
0.07261376082897186,
0.03326888754963875,
0.0067984722554683685,
0.07568950206041336,
0.09278085827827454,
-0.06134680658578873,
-0.028954017907381058,
-0.039069272577762604,
0.06460077315568924,
-0.03899623826146126,
-0.0639052465558052,
-0.03902856633067131,
0.06075809895992279,
-0.00287012942135334,
0.021769873797893524,
-0.15225118398666382,
-0.020739758387207985,
0.015766600146889687,
-0.09263232350349426,
-0.11146822571754456,
0.015105975791811943,
0.016986340284347534,
-0.03377431631088257,
0.05593981221318245,
0.05165562033653259,
-0.08589161187410355,
0.10529367625713348,
0.01635226607322693,
0.11517208814620972,
0.04698754847049713,
0.04921049252152443,
-0.0446074940264225,
-0.05599527060985565,
-0.005142670124769211,
0.03745724633336067,
-0.024698061868548393,
-0.03633743152022362,
0.061830732971429825,
0.06906186044216156,
-0.01641569472849369,
-0.041297659277915955,
0.05945596098899841,
0.06623156368732452,
0.03618892654776573,
0.02242373302578926,
0.010248703882098198,
-0.015547323040664196,
-0.031165987253189087,
0.014842984266579151,
0.05610073357820511,
-0.0347207635641098,
-0.005509680137038231,
0.0054843006655573845,
0.0038424308877438307,
-0.008775779977440834,
0.0906047374010086,
-0.034864895045757294,
0.014720596373081207,
0.011749574914574623,
-0.047957971692085266,
-0.0038633516523987055,
0.006355015095323324,
0.04139116406440735,
0.027079086750745773,
0.12975548207759857,
0.04956136643886566,
-0.023331860080361366,
0.015095432288944721,
-0.036630723625421524,
-0.06790219992399216,
-0.01433450449258089,
0.02518315054476261,
-0.04520081356167793,
0.0763431191444397,
-0.026742514222860336,
0.13408009707927704,
-0.051036227494478226,
0.007757691200822592,
0.034139759838581085,
-0.0256732776761055,
-0.02824524976313114,
-0.016818111762404442,
-1.8069028939748932e-8,
-0.016450917348265648,
-0.07143577933311462,
-0.11094323545694351,
-0.007817811332643032,
-0.009186509996652603,
-0.021776895970106125,
-0.017809027805924416,
-0.049035243690013885,
0.0049819741398096085,
-0.015159492380917072,
0.060278214514255524,
0.027656201273202896,
-0.029738182201981544,
-0.015590880066156387,
-0.023340361192822456,
-0.030438460409641266,
-0.007235548924654722,
0.0231041107326746,
-0.005107253789901733,
-0.007690038066357374,
0.01792915165424347,
0.03596647083759308,
-0.030666319653391838,
-0.004600928630679846,
-0.04288889095187187,
0.07763905823230743,
0.020379183813929558,
-0.02855442650616169,
-0.01900249347090721,
0.050212834030389786,
0.018175482749938965,
0.09026622027158737,
-0.007369706407189369,
-0.04591996967792511,
0.03711714595556259,
0.011690162122249603,
0.04356744512915611,
0.04943389073014259,
0.007953883148729801,
0.019525371491909027,
0.009648839011788368,
-0.03486694395542145,
0.018437381833791733,
-0.010564640164375305,
-0.06982678920030594,
0.049094196408987045,
-0.010607065632939339,
0.003308218438178301,
-0.0009807032765820622,
0.01210919301956892,
-0.13703741133213043,
-0.012378084473311901,
0.04326265677809715,
0.0610773079097271,
-0.015495088882744312,
0.018981438130140305,
0.027429498732089996,
-0.03161482885479927,
-0.05719099938869476,
0.016342893242836,
0.13294604420661926,
-0.05916442722082138,
-0.0066912854090332985,
0.12679894268512726
] | p | Nirant Kasliwal: | [
"blog",
"blog/fast-embed-models"
] | 16,062 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(50) | [
-0.019136888906359673,
0.04236230626702309,
0.014284850098192692,
-0.047947291284799576,
-0.013816704973578453,
0.060704879462718964,
0.04336259514093399,
0.021921666339039803,
-0.025757674127817154,
-0.0029771781992167234,
-0.0038701677694916725,
0.10527995973825455,
0.02532041072845459,
0.055207908153533936,
-0.016937507316470146,
-0.04875929281115532,
-0.018999328836798668,
-0.027301358059048653,
0.03834368288516998,
0.018146587535738945,
-0.0823751911520958,
0.03587246313691139,
0.03616083413362503,
-0.03130804002285004,
0.014469919726252556,
-0.011328080669045448,
-0.012671707198023796,
0.01759001426398754,
-0.057667721062898636,
-0.0017867375863716006,
-0.04883657395839691,
0.05789794400334358,
-0.0024658720940351486,
0.04233671352267265,
0.05336715281009674,
-0.010559294372797012,
0.043837618082761765,
0.05855299532413483,
-0.03489060699939728,
0.024230029433965683,
-0.0389665886759758,
0.07199452817440033,
0.06948383152484894,
0.0038067023269832134,
-0.026164839044213295,
-0.06496576964855194,
-0.03291532024741173,
-0.020957767963409424,
0.010886058211326599,
-0.06273359060287476,
0.03408270701766014,
-0.01953130215406418,
0.07544487714767456,
-0.06187371909618378,
0.0209723599255085,
0.09146807342767715,
0.025599470362067223,
-0.1144753247499466,
-0.006915160920470953,
-0.0008165867766365409,
0.053469378501176834,
0.07855860888957977,
-0.04416743293404579,
0.07584848999977112,
0.0836319550871849,
0.006756299175322056,
-0.0168628990650177,
-0.06145750358700752,
0.03800569474697113,
-0.004562158603221178,
0.03582391515374184,
0.04101938381791115,
0.014109659940004349,
-0.05964500457048416,
-0.06553295254707336,
0.04529891908168793,
-0.03473706915974617,
-0.0014822264201939106,
-0.007825114764273167,
-0.04433455318212509,
0.07732278853654861,
0.07205858081579208,
0.02303794026374817,
-0.032883454114198685,
0.008968993090093136,
-0.013435990549623966,
-0.004398663528263569,
-0.1428588628768921,
0.004338347353041172,
0.046594616025686264,
-0.03651159256696701,
0.00563264824450016,
-0.01506462600082159,
0.0044394624419510365,
0.017176741734147072,
0.01472960039973259,
-0.0007072386797517538,
0.02006499096751213,
-0.011267229914665222,
0.02655923366546631,
-0.027772624045610428,
-0.0008068078896030784,
0.07318974286317825,
-0.018436618149280548,
0.035274144262075424,
-0.08063744753599167,
0.02068466506898403,
0.03311233967542648,
0.003208094509318471,
-0.02304534800350666,
-0.011984473094344139,
0.013370530679821968,
-0.009328227490186691,
-0.0012498624855652452,
0.026427295058965683,
0.01201705913990736,
-0.03964582085609436,
0.033426787704229355,
0.08411350846290588,
0.001962433336302638,
0.11032045632600784,
-0.01546009723097086,
0.039384596049785614,
0.024362759664654732,
-0.0025799679569900036,
-0.04351266473531723,
-0.0030740047805011272,
-6.571202234876688e-33,
0.01106659322977066,
0.0508030541241169,
0.06472712755203247,
-0.09776179492473602,
0.00415799068287015,
0.011809036135673523,
-0.02651970647275448,
-0.017839157953858376,
-0.04031576216220856,
0.0727580115199089,
-0.02967412769794464,
0.012013592757284641,
0.03713864088058472,
0.06250094622373581,
-0.003588808933272958,
-0.00790255144238472,
-0.0060315909795463085,
0.07356877624988556,
-0.13361164927482605,
-0.001147084403783083,
-0.01871349662542343,
-0.050667352974414825,
0.02481003850698471,
-0.08492732793092728,
-0.008171714842319489,
0.03964897617697716,
0.054642148315906525,
-0.03712182119488716,
-0.012698137201368809,
0.0463593527674675,
-0.03233867511153221,
0.06809455901384354,
-0.08377636224031448,
-0.004918989725410938,
-0.03223109617829323,
-0.02261369675397873,
0.04669184237718582,
0.0850919708609581,
-0.03403270244598389,
0.045130375772714615,
-0.08596616983413696,
-0.019537679851055145,
0.011680053547024727,
0.02047095075249672,
-0.03917664289474487,
0.0770229771733284,
0.025361796841025352,
-0.03573750704526901,
-0.06475204229354858,
0.0433017797768116,
0.07304736971855164,
-0.037110585719347,
0.004870412405580282,
-0.07604015618562698,
-0.016673916950821877,
0.04079905152320862,
-0.005605174694210291,
0.0156643595546484,
0.0020259697921574116,
0.002233433537185192,
-0.02845989726483822,
-0.024658050388097763,
0.0023126511368900537,
-0.00607039500027895,
-0.06988444924354553,
0.06832559406757355,
-0.034974802285432816,
-0.011611832305788994,
0.07003602385520935,
0.03335818648338318,
-0.0770028829574585,
0.0168380755931139,
-0.04971354082226753,
0.06180231645703316,
-0.07159452885389328,
0.044679198414087296,
-0.03868497163057327,
0.010347880423069,
0.047019779682159424,
-0.04553137347102165,
0.10963261872529984,
-0.040574055165052414,
0.08518577367067337,
0.0005248724482953548,
-0.056273963302373886,
-0.04601185396313667,
0.020447932183742523,
0.022681349888443947,
0.026113620027899742,
-0.061117857694625854,
-0.04168476536870003,
0.05833299458026886,
0.030980810523033142,
0.00327974371612072,
-0.07637982070446014,
3.7865773406336174e-33,
-0.06966286897659302,
-0.0837535485625267,
0.017451105639338493,
0.028153331950306892,
-0.04593309015035629,
-0.00964339729398489,
0.04772314056754112,
0.08481986075639725,
0.0036952439695596695,
0.125677689909935,
0.08522938936948776,
0.011729576624929905,
-0.14643259346485138,
-0.013509202748537064,
0.09704678505659103,
-0.02476763166487217,
0.0019131277222186327,
-0.12173907458782196,
0.028793159872293472,
-0.022393319755792618,
-0.07333919405937195,
0.01588836871087551,
-0.03994983807206154,
-0.044646065682172775,
-0.01502942107617855,
0.08139273524284363,
-0.01905745454132557,
-0.04193784296512604,
-0.06581038981676102,
0.003113974817097187,
0.011572075076401234,
-0.07264523208141327,
0.0022552702575922012,
-0.03937682509422302,
-0.058939721435308456,
0.09415648877620697,
0.025194814428687096,
-0.03404917195439339,
0.002572143217548728,
0.033066730946302414,
-0.05619606748223305,
0.012427824549376965,
-0.08946981281042099,
0.07445161044597626,
-0.034237612038850784,
-0.009570272639393806,
0.13393114507198334,
0.0589190274477005,
-0.023652974516153336,
0.07017415761947632,
-0.029813742265105247,
0.018212949857115746,
-0.07089495658874512,
-0.042971402406692505,
-0.014911439269781113,
-0.05682206153869629,
0.030453158542513847,
0.04489987716078758,
0.0213166493922472,
-0.04806668311357498,
-0.011968410573899746,
-0.007734827231615782,
0.0025681965053081512,
-0.027821915224194527,
0.087486632168293,
-0.07220235466957092,
0.008123352192342281,
-0.09003233164548874,
0.023425733670592308,
0.03513788804411888,
0.05119767412543297,
-0.08832501620054245,
-0.05385056510567665,
0.08125291019678116,
0.04891444370150566,
-0.02833368629217148,
0.16433840990066528,
0.016979290172457695,
-0.04488632455468178,
-0.02367512136697769,
-0.055981460958719254,
-0.11639825999736786,
0.028302503749728203,
-0.021201258525252342,
0.026917653158307076,
-0.10457537323236465,
-0.11924730986356735,
-0.058894164860248566,
0.011894980445504189,
0.06338965892791748,
-0.09378521889448166,
0.01087334007024765,
-0.03748033195734024,
-0.06299062073230743,
0.03767302259802818,
-3.000172199563167e-8,
0.00938293244689703,
-0.021014085039496422,
0.09035147726535797,
0.029409417882561684,
-0.024715151637792587,
0.03703402727842331,
0.0431634858250618,
0.027170026674866676,
-0.06826812773942947,
-0.05821236968040466,
0.09772127121686935,
-0.008981408551335335,
-0.06894710659980774,
-0.008698864839971066,
-0.03197723627090454,
-0.06695923209190369,
0.07769547402858734,
-0.03471976891160011,
-0.11470870673656464,
0.0801970437169075,
0.005741894245147705,
0.1103287786245346,
0.014619763009250164,
0.08809242397546768,
-0.01706637255847454,
0.015485242009162903,
-0.08591727167367935,
0.032922450453042984,
-0.026088083162903786,
-0.029600758105516434,
0.07026739418506622,
0.07894709706306458,
-0.03197164461016655,
0.006479586940258741,
0.05610212683677673,
0.019414840266108513,
-0.03729020804166794,
0.008684203028678894,
0.04761403426527977,
0.0093787657096982,
-0.032488662749528885,
-0.08749771863222122,
0.004775472916662693,
0.11039669066667557,
0.0015526897041127086,
-0.022992098703980446,
0.045431897044181824,
-0.07490071654319763,
-0.02803695760667324,
-0.07416622340679169,
-0.023949116468429565,
-0.044989634305238724,
-0.038915883749723434,
-0.038925960659980774,
0.018166273832321167,
-0.0705854669213295,
0.03784789890050888,
0.014660713262856007,
-0.03860744833946228,
0.04639222472906113,
0.052567776292562485,
-0.011049392633140087,
0.024979371577501297,
0.06815017759799957
] | p | Yes, I think that’s a good way to look at it. | [
"blog",
"blog/fast-embed-models"
] | 16,063 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(50) | [
-0.0490233451128006,
-0.07115396112203598,
-0.00401897681877017,
-0.030035238713026047,
-0.047494255006313324,
-0.009618815965950489,
-0.06046304106712341,
0.029582658782601357,
-0.093647800385952,
-0.0014844200341030955,
-0.006529595702886581,
0.03048580326139927,
-0.011685490608215332,
0.015375623479485512,
0.06518875062465668,
0.030823461711406708,
0.11231566220521927,
-0.019715288653969765,
0.038367267698049545,
0.06474082916975021,
0.03400534391403198,
-0.0425122007727623,
0.012752469629049301,
-0.06322015821933746,
-0.05466029793024063,
-0.06815118342638016,
0.014231434091925621,
-0.0213836170732975,
0.04855617880821228,
-0.06730512529611588,
0.04916106536984444,
0.011433165520429611,
0.026093129068613052,
-0.027753708884119987,
-0.020081141963601112,
0.026166755706071854,
-0.07067359983921051,
-0.04383516311645508,
-0.03241036459803581,
0.019294317811727524,
-0.014767855405807495,
-0.03291044011712074,
0.03506602719426155,
-0.043343570083379745,
-0.029432140290737152,
0.033003389835357666,
0.029220396652817726,
-0.03129994496703148,
0.0026367187965661287,
0.008082226850092411,
0.02907872013747692,
-0.04262448847293854,
-0.002087528584524989,
-0.002532812999561429,
0.021021977066993713,
0.051603980362415314,
-0.0026063225232064724,
0.012637841515243053,
0.03809667378664017,
-0.007989034056663513,
-0.03058176301419735,
-0.017744245007634163,
-0.060643598437309265,
0.07403957843780518,
0.0891512855887413,
0.10976249724626541,
0.024780811741948128,
-0.010215490125119686,
0.00938418135046959,
0.025620058178901672,
-0.0775388777256012,
0.021201137453317642,
-0.024619130417704582,
0.032661162316799164,
-0.007881778292357922,
0.09137316793203354,
-0.03764067962765694,
-0.021373728290200233,
0.0028270422481000423,
-0.08664239943027496,
-0.04708858206868172,
0.020842010155320168,
-0.004850334487855434,
-0.030877690762281418,
0.07670197635889053,
0.0336218886077404,
-0.04168673977255821,
0.04575410112738609,
0.09343691170215607,
0.054649826139211655,
0.07826613634824753,
-0.05827462300658226,
0.016380127519369125,
0.05394379049539566,
-0.07717272639274597,
0.050509534776210785,
-0.00495790084823966,
-0.009165062569081783,
-0.061521902680397034,
0.02025465853512287,
0.03631551191210747,
-0.025210347026586533,
-0.007366103585809469,
0.1014258936047554,
0.06502977758646011,
-0.09398256242275238,
0.04539041593670845,
-0.02312772534787655,
0.003277382580563426,
0.02413545362651348,
0.03202424570918083,
0.0640844777226448,
0.0669785588979721,
-0.06279665231704712,
-0.025913573801517487,
-0.03768165037035942,
-0.028697118163108826,
0.04413668066263199,
-0.04829488694667816,
0.022094320505857468,
-0.09705369174480438,
0.030373621731996536,
0.03705732524394989,
-0.047097694128751755,
-0.02391548454761505,
0.07462308555841446,
-0.03255163133144379,
5.916988568108221e-34,
0.06290525197982788,
-0.0538376085460186,
-0.006396859418600798,
-0.01882026344537735,
-0.0619727224111557,
-0.02572869509458542,
-0.03417182341217995,
0.008385456167161465,
0.0008025458664633334,
-0.023060698062181473,
0.08700163662433624,
-0.008799810893833637,
-0.009462205693125725,
0.0369989238679409,
0.01864626258611679,
0.03283711522817612,
-0.08083571493625641,
0.07779740542173386,
0.06219417601823807,
-0.01552386675029993,
0.024314068257808685,
-0.1029326319694519,
-0.00831709522753954,
-0.07322542369365692,
0.030375495553016663,
0.061186954379081726,
0.06501355767250061,
0.03940056264400482,
-0.03926016762852669,
0.04388025403022766,
-0.06540285795927048,
-0.08473718911409378,
-0.01789592020213604,
0.0021823605056852102,
0.0313134528696537,
0.10011373460292816,
-0.09913428872823715,
0.04325569421052933,
-0.046917624771595,
-0.036335866898298264,
-0.06512560695409775,
0.009802024811506271,
-0.04505099356174469,
-0.046108268201351166,
-0.01357858907431364,
-0.043584562838077545,
0.05416570603847504,
-0.013360782526433468,
-0.01002537738531828,
-0.05736923962831497,
-0.03187480568885803,
-0.039750855416059494,
0.04599447175860405,
0.0053676036186516285,
-0.03879065439105034,
-0.02460409514605999,
0.029493175446987152,
-0.04607493430376053,
0.03655145317316055,
0.033240385353565216,
0.029258131980895996,
-0.029818352311849594,
-0.025627922266721725,
-0.0036969371140003204,
-0.0448344349861145,
0.07418524473905563,
0.038694918155670166,
-0.12196705490350723,
0.016689980402588844,
-0.12480781227350235,
0.019560441374778748,
-0.04323336109519005,
-0.013318032957613468,
0.06756668537855148,
-0.024638399481773376,
0.025927860289812088,
0.06617970019578934,
0.004097208846360445,
0.0042329332791268826,
-0.05392538756132126,
0.012202044948935509,
0.09385636448860168,
-0.01371721737086773,
0.04807514697313309,
0.09299061447381973,
-0.07738154381513596,
0.06534367799758911,
-0.0290724728256464,
-0.10024639964103699,
0.03042205236852169,
0.042997412383556366,
-0.005517248529940844,
0.08358947187662125,
0.09005455672740936,
-0.009106299839913845,
-1.1366595990554693e-33,
-0.030852822586894035,
-0.0319763608276844,
0.0011010076850652695,
0.07487169653177261,
-0.024144358932971954,
0.009194977581501007,
0.057020626962184906,
-0.040906183421611786,
0.03045586496591568,
0.027228599414229393,
0.0759613960981369,
-0.013421686366200447,
-0.04288420453667641,
-0.06669116765260696,
0.012829660438001156,
-0.013332042843103409,
-0.07165148109197617,
-0.07346510142087936,
0.015043734572827816,
-0.039905209094285965,
0.014515861868858337,
0.04418244585394859,
-0.06436537951231003,
0.07254134863615036,
0.04371644929051399,
0.005887743551284075,
-0.11461545526981354,
0.022422706708312035,
-0.09231407940387726,
-0.10028457641601562,
0.029203815385699272,
0.049058545380830765,
-0.06668148189783096,
-0.014522439800202847,
-0.016943274065852165,
-0.006929019931703806,
-0.000968037114944309,
0.0725068673491478,
0.03446829319000244,
0.10051346570253372,
0.055998850613832474,
0.042112067341804504,
-0.11172910034656525,
0.04401480033993721,
-0.014860735274851322,
-0.020502232015132904,
-0.06436289101839066,
-0.10676196962594986,
0.014981959946453571,
-0.018762724474072456,
-0.09055452048778534,
-0.06686101853847504,
0.06882831454277039,
-0.04978217929601669,
0.016498595476150513,
0.02490423247218132,
0.05411467328667641,
-0.08154841512441635,
0.0017018633661791682,
0.033884890377521515,
0.025894468650221825,
0.026426998898386955,
-0.03190440312027931,
0.01645750366151333,
-0.037769678980112076,
0.011202997528016567,
0.04182039201259613,
0.07016780972480774,
-0.05741569399833679,
0.01740514487028122,
-0.07948274910449982,
-0.02569729834794998,
0.008819574490189552,
-0.10375532507896423,
-0.011811716482043266,
-0.044944435358047485,
0.0786500796675682,
-0.031859029084444046,
-0.010243323631584644,
-0.019115528091788292,
-0.08527209609746933,
-0.0204703938215971,
-0.0034643462859094143,
0.04435538128018379,
-0.013858887366950512,
0.007681871764361858,
0.015734918415546417,
-0.026166843250393867,
0.04670477658510208,
0.06112661212682724,
-0.1537732630968094,
0.003351491177454591,
0.026761848479509354,
0.02237325720489025,
-0.06821233779191971,
-4.103833006752211e-8,
-0.11522608995437622,
-0.010390866547822952,
0.06938649713993073,
0.10289116948843002,
-0.018977852538228035,
-0.008769050240516663,
-0.0411105677485466,
0.002996082417666912,
-0.014485275372862816,
-0.007802462670952082,
0.017229892313480377,
0.002506401389837265,
0.023330366238951683,
0.012821589596569538,
0.03275575861334801,
-0.009031536988914013,
0.05773556977510452,
0.045930616557598114,
-0.11570895463228226,
-0.07264680415391922,
0.025690054520964622,
0.02254629135131836,
0.05993186682462692,
-0.013694104738533497,
0.11705885827541351,
-0.004624363966286182,
0.07083617895841599,
0.11057774722576141,
0.017341170459985733,
0.07773511111736298,
-0.07518686354160309,
0.06670520454645157,
0.008113483898341656,
-0.017565103247761726,
-0.06651820242404938,
0.04068918526172638,
-0.04291626811027527,
0.06533493846654892,
0.04352254420518875,
0.07848923653364182,
-0.03812616690993309,
-0.015477840788662434,
-0.032843418419361115,
0.017466211691498756,
-0.09220551699399948,
0.020177913829684258,
-0.05146186053752899,
0.050468333065509796,
0.01322867814451456,
-0.07765979319810867,
0.0160757414996624,
0.023493558168411255,
0.028827525675296783,
0.09914065152406693,
0.13062165677547455,
0.044268108904361725,
0.034672584384679794,
-0.021729091182351112,
0.013790992088615894,
-0.027646411210298538,
0.013558963313698769,
0.011448917910456657,
-0.09802766144275665,
-0.0006438449490815401
] | p | We set all the defaults for you, we select good practices for you and that should work in a vast majority of cases based on the MTEB benchmark, but we cannot guarantee that it will work for every scenario. | [
"blog",
"blog/fast-embed-models"
] | 16,064 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(50) | [
0.04285813868045807,
-0.11714817583560944,
-0.02505781687796116,
-0.018844258040189743,
0.042117901146411896,
-0.016062986105680466,
-0.08944390714168549,
-0.016052331775426865,
0.04297121986746788,
-0.03117034211754799,
0.036091212183237076,
0.040428850799798965,
-0.0045549157075583935,
0.04380190744996071,
0.11551541835069656,
-0.04983250051736832,
0.07194024324417114,
-0.011834272183477879,
0.020713087171316147,
-0.022860148921608925,
0.0792921632528305,
0.005485960282385349,
-0.005766689777374268,
-0.06390070915222168,
-0.005555890966206789,
-0.015681054443120956,
0.024809377267956734,
0.0676276832818985,
0.03856613114476204,
-0.07503607124090195,
-0.0037401479203253984,
0.032873667776584625,
0.04919713735580444,
0.0594107024371624,
-0.011722416616976261,
-0.052451860159635544,
-0.02710607461631298,
-0.03307193145155907,
-0.05037485435605049,
0.016590841114521027,
-0.018437424674630165,
-0.10985366255044937,
0.0792306661605835,
0.037190716713666916,
0.05058452486991882,
0.007401094306260347,
-0.022412482649087906,
-0.016533538699150085,
-0.03945150226354599,
0.017197800800204277,
-0.054223284125328064,
-0.08213169127702713,
0.006097980309277773,
-0.0022712640929967165,
-0.032457757741212845,
-0.059017669409513474,
-0.009663015604019165,
-0.0014160139253363013,
-0.02166096121072769,
0.07405273616313934,
-0.068867526948452,
-0.030422452837228775,
-0.05486007779836655,
0.11976857483386993,
0.056740373373031616,
0.0330175906419754,
-0.036058273166418076,
-0.0033481724094599485,
-0.0176999494433403,
-0.13587792217731476,
-0.07255887985229492,
0.03891061246395111,
0.03207895904779434,
0.07574421167373657,
-0.01345969457179308,
0.02395930141210556,
0.030908076092600822,
0.03176954761147499,
0.014508572407066822,
-0.037183988839387894,
0.010461458936333656,
0.003880753181874752,
0.023894455283880234,
-0.019925173372030258,
0.05755908787250519,
0.0731046125292778,
0.015036296099424362,
-0.010219174437224865,
0.01914774812757969,
0.010592322796583176,
0.02426808886229992,
-0.051953814923763275,
0.03742142766714096,
0.10139476507902145,
-0.08592911064624786,
0.013118262402713299,
0.044928066432476044,
0.008844130672514439,
-0.012619510293006897,
0.021376021206378937,
0.013699348084628582,
0.03455962613224983,
0.08095845580101013,
0.02952059544622898,
-0.0767926499247551,
-0.06267961114645004,
0.08277720957994461,
0.05934175103902817,
0.09431083500385284,
-0.05225905776023865,
0.01317278016358614,
-0.0440165139734745,
0.019695959985256195,
-0.04121722653508186,
-0.02704402431845665,
-0.15359371900558472,
-0.04624691978096962,
-0.06932270526885986,
0.015714671462774277,
-0.0164373479783535,
-0.08900395780801773,
0.0693708285689354,
0.007903065532445908,
-0.07400484383106232,
-0.022379016503691673,
0.03992266207933426,
0.015088306739926338,
-5.89828856520305e-34,
0.05073871091008186,
0.04137278348207474,
0.003753194585442543,
-0.008939113467931747,
0.01921999268233776,
-0.046206869184970856,
-0.026944508776068687,
0.009274095296859741,
0.005305871367454529,
-0.03967534378170967,
0.05700060725212097,
0.054450854659080505,
-0.022091707214713097,
0.02486024610698223,
0.08506052196025848,
0.1254846751689911,
-0.03162183612585068,
0.07265979796648026,
0.05324433371424675,
0.057716142386198044,
0.07881230115890503,
0.01392404641956091,
0.06606169790029526,
-0.06756182014942169,
-0.022071022540330887,
-0.00612852955237031,
0.001839821576140821,
-0.005366766359657049,
-0.03261066973209381,
0.007321168202906847,
0.006987639237195253,
-0.06947255879640579,
-0.027562368661165237,
0.08871867507696152,
0.04780906066298485,
0.03853020444512367,
0.0635124146938324,
-0.02588001638650894,
-0.0062416233122348785,
-0.03234308212995529,
0.004109432455152273,
0.02869419753551483,
0.021064292639493942,
0.0424596443772316,
-0.017353480681777,
-0.0156392939388752,
-0.03970903530716896,
-0.0680932104587555,
0.0092625692486763,
-0.030713625252246857,
0.0017857332713901997,
-0.025546979159116745,
-0.05922743305563927,
0.04716638848185539,
0.025022996589541435,
0.1045539528131485,
0.06831639260053635,
-0.04574304819107056,
-0.0065713790245354176,
0.02863095887005329,
-0.04606851190328598,
-0.01607748493552208,
0.002969803288578987,
-0.03688656538724899,
0.008157785050570965,
-0.006370360031723976,
0.0123282540589571,
-0.11304876953363419,
0.06015000492334366,
-0.07567956298589706,
-0.020812619477510452,
-0.06973903626203537,
-0.03330620750784874,
0.06493299454450607,
-0.06438247114419937,
0.007000888232141733,
-0.0048402100801467896,
-0.04264448955655098,
0.10033826529979706,
0.020246226340532303,
0.03222094848752022,
-0.014329285360872746,
-0.013194287195801735,
0.05143510177731514,
-0.05018676072359085,
0.0153341731056571,
0.004389222711324692,
-0.03561937063932419,
0.009447953663766384,
-0.036773815751075745,
0.0052329171448946,
0.009550739079713821,
-0.027186335995793343,
0.009240749292075634,
0.08754201233386993,
-5.212875257982844e-34,
-0.11903014779090881,
-0.040838371962308884,
-0.024602781981229782,
0.12529730796813965,
-0.06599658727645874,
-0.036099404096603394,
0.14463138580322266,
0.06294051557779312,
0.021565711125731468,
-0.023228563368320465,
0.06044590845704079,
-0.041266679763793945,
0.0155256986618042,
0.061616089195013046,
0.024232251569628716,
-0.0820700004696846,
-0.035571955144405365,
-0.07707727700471878,
0.039537038654088974,
0.11301585286855698,
-0.042444612830877304,
0.0021297296043485403,
-0.13599969446659088,
0.015042975544929504,
0.08955137431621552,
-0.013422714546322823,
-0.1006060317158699,
-0.0504646934568882,
-0.05003447085618973,
-0.03451531007885933,
0.03554106503725052,
0.03520956262946129,
-0.08678112179040909,
0.006951448041945696,
-0.07052063941955566,
0.02075290121138096,
0.025068167597055435,
0.003360525006428361,
0.0446181520819664,
0.1283499300479889,
0.00204948871396482,
-0.005250896792858839,
-0.11880965530872345,
-0.010537023656070232,
-0.02983463928103447,
0.06131885573267937,
-0.07534101605415344,
-0.03623258322477341,
-0.029377445578575134,
-0.035030025988817215,
0.059621162712574005,
0.015650993213057518,
0.009291634894907475,
-0.12961389124393463,
-0.01971609704196453,
-0.017887210473418236,
0.020899955183267593,
-0.09986001253128052,
-0.02210141532123089,
0.0003853197558782995,
-0.01687893085181713,
0.06388851255178452,
-0.015145564451813698,
0.020854977890849113,
-0.04706333577632904,
-0.01494561042636633,
0.014316214248538017,
0.09939228743314743,
-0.07161987572908401,
-0.08240092545747757,
-0.013639518991112709,
-0.07572620362043381,
0.0037316693924367428,
-0.021508382633328438,
0.027406426146626472,
-0.07191324234008789,
0.05337117612361908,
-0.017793234437704086,
0.036024801433086395,
0.021059542894363403,
-0.0062469313852488995,
0.03693735599517822,
0.035253219306468964,
-0.03900812938809395,
0.0802413821220398,
0.010521904565393925,
-0.010307034477591515,
-0.03507624939084053,
-0.046938706189394,
0.0024642266798764467,
-0.05751683935523033,
0.06877052038908005,
-0.03348627686500549,
0.06284750252962112,
-0.09365072101354599,
-2.4139284349189438e-8,
-0.11341290920972824,
-0.031229564920067787,
0.0601559653878212,
0.0476018451154232,
-0.03396821767091751,
-0.012096104212105274,
-0.020412877202033997,
0.0023830358404666185,
0.03462019935250282,
0.035189438611269,
-0.07254743576049805,
0.04385313019156456,
-0.0991223156452179,
0.01638825610280037,
-0.042906753718853,
0.08321663737297058,
0.07344622910022736,
0.06413792073726654,
0.0008807422709651291,
0.020606007426977158,
0.03414951637387276,
0.0919545590877533,
0.03417825698852539,
-0.028646089136600494,
0.05294855684041977,
0.03573093190789223,
-0.06364671140909195,
0.05568820983171463,
0.021313264966011047,
-0.008143272250890732,
0.025614341720938683,
0.02681313455104828,
-0.0076830326579511166,
0.018548913300037384,
0.01322854496538639,
0.07394887506961823,
-0.052572160959243774,
0.02019849233329296,
0.0027842330746352673,
0.017098428681492805,
0.08368285000324249,
0.01290336437523365,
-0.04418613761663437,
-0.041516806930303574,
0.03171045333147049,
-0.007473702076822519,
-0.057939156889915466,
-0.09855154156684875,
0.02716146968305111,
-0.053023144602775574,
-0.03660329431295395,
-0.03223821520805359,
-0.050140783190727234,
0.039859406650066376,
0.03989778086543083,
0.01657937467098236,
0.01019437424838543,
-0.050134703516960144,
0.0007445755181834102,
0.03972569480538368,
0.014360642060637474,
0.002268355106934905,
0.014116858132183552,
0.0393461175262928
] | p | Let’s say our default model is picked for English and it’s mostly tested on open domain open web data. | [
"blog",
"blog/fast-embed-models"
] | 16,065 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(50) | [
-0.0590335838496685,
-0.06770911812782288,
-0.0009777835803106427,
-0.13054247200489044,
-0.015033639967441559,
-0.046769771724939346,
-0.04471946507692337,
0.012023022398352623,
0.04042910039424896,
-0.05404961481690407,
-0.043427061289548874,
0.1340569704771042,
-0.012462826445698738,
0.06911806762218475,
0.08930175006389618,
-0.03879733383655548,
0.0739678218960762,
0.029240554198622704,
-0.02333693578839302,
0.051395233720541,
0.07002593576908112,
0.07418053597211838,
-0.04016917943954468,
-0.0060317423194646835,
-0.07127874344587326,
-0.04915045574307442,
-0.010271483100950718,
-0.03071192093193531,
0.011655546724796295,
-0.005642486270517111,
-0.0005637162248604,
0.06721846759319305,
-0.06323004513978958,
0.0352482870221138,
-0.015047403052449226,
0.009450210258364677,
-0.07834825664758682,
0.08752057701349258,
-0.09696050733327866,
-0.04420005530118942,
-0.020762033760547638,
-0.05647548288106918,
0.03949536383152008,
0.0217382051050663,
0.003677206579595804,
-0.0215420164167881,
-0.00794917345046997,
-0.009636023081839085,
0.0016598182264715433,
0.019812574610114098,
-0.038594771176576614,
-0.05820643901824951,
0.03516066074371338,
0.04827263578772545,
-0.05067908763885498,
-0.009871112182736397,
-0.02150343917310238,
0.007394752930849791,
-0.0678667202591896,
0.0007118947105482221,
-0.013851513154804707,
-0.015529578551650047,
-0.019764874130487442,
0.005085863638669252,
0.043089523911476135,
0.025216925889253616,
-0.03291875869035721,
-0.005734482780098915,
-0.015811504796147346,
-0.053549185395240784,
-0.06147453188896179,
-0.06036505475640297,
-0.049006715416908264,
0.17815124988555908,
0.05877675861120224,
0.025118721649050713,
-0.013793662190437317,
0.002592832315713167,
0.04544565826654434,
-0.10953599214553833,
0.03958381339907646,
0.011624271981418133,
0.002594026504084468,
0.006339909043163061,
0.016147440299391747,
0.046667587012052536,
-0.013323629274964333,
-0.01853867433965206,
0.032460786402225494,
-0.013891173526644707,
0.024303782731294632,
-0.05924718454480171,
0.15930503606796265,
-0.048927292227745056,
-0.03162208944559097,
-0.02646741457283497,
0.04736649990081787,
-0.02860618196427822,
-0.028073029592633247,
-0.0013214233331382275,
-0.045695867389440536,
0.02789471298456192,
-0.02155068889260292,
-0.04180244728922844,
-0.011263555847108364,
0.005475877784192562,
0.05350535735487938,
0.008995535783469677,
0.05487499386072159,
0.016111256554722786,
-0.034341275691986084,
-0.0031965463422238827,
0.030655255541205406,
-0.05485696345567703,
-0.003459545550867915,
-0.01217606570571661,
-0.06082611903548241,
0.019027365371584892,
0.06642400473356247,
-0.019383065402507782,
-0.05688022822141647,
-0.011767799966037273,
-0.052229203283786774,
-0.07070162147283554,
0.007169666234403849,
-0.05106694996356964,
-0.02086806483566761,
-3.491088182879634e-33,
-0.012807509861886501,
0.028979990631341934,
-0.011316138319671154,
-0.009109868668019772,
0.011547190137207508,
-0.004030948504805565,
-0.02727796696126461,
-0.01612013205885887,
0.023604612797498703,
0.07125553488731384,
-0.021962696686387062,
0.036654435098171234,
0.07391005009412766,
0.008157466538250446,
0.11338698118925095,
0.09333965927362442,
-0.008399714715778828,
0.06183607503771782,
0.05568334087729454,
0.05872919037938118,
0.024646826088428497,
-0.09436466544866562,
-0.038885533809661865,
0.03783499449491501,
-0.038987502455711365,
0.015066539868712425,
-0.0020819201599806547,
0.006451810710132122,
0.14080893993377686,
-0.007750134449452162,
-0.0496925450861454,
-0.018784726038575172,
-0.005721083842217922,
-0.024718651548027992,
0.14349964261054993,
0.13760466873645782,
0.013880920596420765,
-0.01697409525513649,
0.09212475270032883,
-0.0037130475975573063,
-0.08925691246986389,
-0.016543803736567497,
0.01689198799431324,
0.0032596327364444733,
0.0021177390590310097,
0.026105275377631187,
0.0016072836006060243,
-0.05418870225548744,
-0.07226884365081787,
0.05746118724346161,
0.05542881041765213,
-0.0034384115133434534,
0.022336669266223907,
0.005985771305859089,
0.009896156378090382,
0.04882669821381569,
-0.047463610768318176,
0.01817934587597847,
0.00805200170725584,
0.011090647429227829,
-0.009530627168715,
0.007630928885191679,
-0.04642019048333168,
0.042327962815761566,
-0.0911237969994545,
-0.032120637595653534,
0.059374868869781494,
-0.07945036888122559,
-0.005093074403703213,
-0.06847889721393585,
0.028408227488398552,
0.06996019184589386,
-0.03222612664103508,
-0.007441706955432892,
-0.06560694426298141,
0.03606468439102173,
-0.028449971228837967,
-0.02034543640911579,
0.013755226507782936,
0.03629922494292259,
0.04266774654388428,
-0.024972939863801003,
-0.012956667691469193,
0.0652339980006218,
0.09181100875139236,
0.02658800594508648,
0.03182705491781235,
-0.005137938540428877,
-0.09539879858493805,
-0.0024116516578942537,
-0.007906652055680752,
0.050172340124845505,
-0.045162927359342575,
0.12034446001052856,
0.044324565678834915,
1.9446884465034595e-33,
-0.10018207877874374,
-0.055204130709171295,
-0.02523161843419075,
0.08254275470972061,
-0.007541161496192217,
-0.006695793941617012,
0.08172336220741272,
-0.049422699958086014,
0.012486102059483528,
0.0003292898181825876,
-0.03401600569486618,
-0.04497988149523735,
-0.0962350070476532,
-0.024218309670686722,
-0.009079818613827229,
-0.045869577676057816,
-0.10406516492366791,
-0.05124735087156296,
-0.039603088051080704,
0.09643499553203583,
-0.07339095324277878,
0.061855025589466095,
-0.11335663497447968,
0.12203025072813034,
0.004913062322884798,
0.054341528564691544,
-0.14126481115818024,
-0.032553836703300476,
-0.005611165426671505,
-0.003383288159966469,
0.018423624336719513,
0.010796621441841125,
-0.10241074115037918,
-0.01925492472946644,
-0.05581163242459297,
-0.03914041072130203,
0.05212659016251564,
-0.023791801184415817,
0.010597800835967064,
-0.0695575624704361,
0.036881010979413986,
-0.017925197258591652,
-0.023364054039120674,
-0.03460312634706497,
-0.015186368487775326,
-0.05357144773006439,
-0.016450712457299232,
0.023042725399136543,
0.06875240057706833,
0.059936996549367905,
-0.0018910726066678762,
-0.03722316399216652,
0.07798302173614502,
-0.08628927171230316,
-0.014047279953956604,
-0.029712490737438202,
0.04671694338321686,
-0.08015526831150055,
-0.04678593948483467,
0.009238842874765396,
-0.0019153440371155739,
0.03205592557787895,
0.02056456170976162,
0.08341687172651291,
-0.010138658806681633,
-0.009990405291318893,
0.047489240765571594,
0.10699567198753357,
-0.02042011357843876,
0.004345396999269724,
0.0793880969285965,
-0.03752139210700989,
-0.0001854624570114538,
-0.05732817202806473,
-0.04976552724838257,
-0.04733532294631004,
0.1531582772731781,
0.0016904613003134727,
-0.07199003547430038,
0.03245829790830612,
0.07191314548254013,
-0.02978426404297352,
0.038062550127506256,
-0.00904263835400343,
0.005640679504722357,
0.05163173750042915,
-0.02809830754995346,
-0.021251382306218147,
-0.0784313753247261,
-0.06786724925041199,
-0.06358657032251358,
0.013250535354018211,
-0.006608060095459223,
0.012810093350708485,
-0.026862116530537605,
-2.9211189911393376e-8,
-0.03183151036500931,
0.03836215287446976,
0.025406628847122192,
-0.003913495689630508,
-0.15199445188045502,
-0.024559620767831802,
-0.0016480793710798025,
-0.03781308978796005,
0.014030118472874165,
0.0292013268917799,
-0.00978874322026968,
-0.07067281752824783,
-0.08326254040002823,
0.04808405414223671,
0.04051704332232475,
-0.0023424008395522833,
0.11538383364677429,
0.027332331985235214,
-0.05235254392027855,
0.018921656534075737,
-0.03018900565803051,
0.04512443765997887,
0.00020634112297557294,
-0.03061121143400669,
0.03050980158150196,
0.013929045759141445,
0.0183819942176342,
0.02204730361700058,
0.008636059239506721,
0.004471262451261282,
0.006922990083694458,
0.08351656049489975,
0.0337374173104763,
0.08907441049814224,
0.03873077780008316,
-0.07264076918363571,
0.052174847573041916,
-0.03396154195070267,
-0.016586624085903168,
-0.05121973529458046,
-0.006672143004834652,
0.041687194257974625,
0.04212242737412453,
0.042998187243938446,
0.05215973034501076,
-0.06038657948374748,
0.04980386421084404,
-0.03692733496427536,
0.05951157957315445,
-0.011416403576731682,
-0.027169708162546158,
0.059588998556137085,
0.030338799580931664,
-0.04941422864794731,
0.04055037721991539,
0.040408652275800705,
0.07284712046384811,
0.006911060772836208,
-0.041514284908771515,
0.04196719452738762,
0.06090908870100975,
-0.023638496175408363,
0.0461818128824234,
0.052773427218198776
] | p | So, for instance, if you’re doing something domain specific, like medical or legal, it might not work that well. | [
"blog",
"blog/fast-embed-models"
] | 16,066 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(50) | [
-0.012869722209870815,
-0.09209495782852173,
0.005710197146981955,
-0.009630507789552212,
0.06999026238918304,
0.006222901400178671,
-0.10092230141162872,
-0.005258485209196806,
0.07096618413925171,
-0.0076992092654109,
0.06154612451791763,
0.12491487711668015,
0.023834940046072006,
0.014459278434515,
-0.0029124298598617315,
-0.0032954872585833073,
0.052782874554395676,
0.033717237412929535,
-0.002587544731795788,
0.004970395006239414,
-0.03470746800303459,
-0.021377773955464363,
0.04440928250551224,
-0.13352084159851074,
0.03658982738852501,
-0.03256845846772194,
-0.04358069598674774,
0.08901757746934891,
0.09170112013816833,
-0.07787255197763443,
0.021742505952715874,
0.02267812378704548,
-0.03135574236512184,
0.04064309969544411,
-0.04015660658478737,
0.053764063864946365,
0.006427615415304899,
0.00040785211604088545,
-0.09509608149528503,
-0.044925257563591,
0.000722752243746072,
0.09501641243696213,
-0.024116815999150276,
0.07349061220884323,
-0.012425906024873257,
-0.07140139490365982,
-0.04113437980413437,
-0.11366266757249832,
0.03575626388192177,
0.07537363469600677,
-0.009624248370528221,
-0.05739373341202736,
-0.09230072051286697,
-0.023972444236278534,
0.004371129907667637,
-0.018804514780640602,
-0.016120348125696182,
-0.056309010833501816,
-0.0022862080950289965,
0.050315290689468384,
0.046402815729379654,
0.01756746880710125,
0.0029990924522280693,
0.04307889938354492,
0.07250123471021652,
-0.014898596331477165,
0.013993645086884499,
0.13507504761219025,
-0.002732626860961318,
-0.04078993946313858,
-0.09471289813518524,
-0.015579293482005596,
-0.06456805020570755,
0.023281868547201157,
-0.012147308327257633,
-0.005136519204825163,
-0.015632450580596924,
-0.06108623743057251,
0.01997644640505314,
-0.031982917338609695,
-0.0035366620868444443,
0.042773667722940445,
0.046618521213531494,
0.013420028612017632,
0.0623583160340786,
0.05933248996734619,
0.07091542333364487,
-0.09403771162033081,
-0.03995628282427788,
-0.04827062040567398,
0.0026276379358023405,
-0.09109561145305634,
0.05919474735856056,
0.059231746941804886,
-0.03409094363451004,
-0.054574381560087204,
0.0097872419282794,
0.047225963324308395,
0.02570800669491291,
0.015117394737899303,
-0.07368966937065125,
-0.07322854548692703,
0.06107049062848091,
0.05547620728611946,
0.008231336250901222,
-0.07752756774425507,
-0.03405599296092987,
0.04381471127271652,
-0.04403608292341232,
-0.04711286723613739,
-0.07985047250986099,
-0.032803013920784,
-0.009907637722790241,
-0.0008956665406003594,
0.03974542394280434,
-0.02088014967739582,
-0.00876622088253498,
0.020519878715276718,
0.06715907901525497,
0.040292032063007355,
-0.0006196369649842381,
0.0190923810005188,
-0.001898116199299693,
0.053882401436567307,
0.002314465120434761,
-0.05554548278450966,
-0.07521197944879532,
-1.6146750196658256e-33,
0.05562219396233559,
-0.021808059886097908,
-0.052367132157087326,
0.011854859068989754,
0.09082306176424026,
-0.02411506325006485,
-0.0616765171289444,
0.12533552944660187,
-0.02346699684858322,
-0.04544879496097565,
0.016780762001872063,
-0.01049051620066166,
-0.009855377487838268,
0.12995630502700806,
0.08386485278606415,
-0.010092686861753464,
-0.0017760241171345115,
0.047260832041502,
-0.024653300642967224,
-0.05466784909367561,
-0.07244667410850525,
-0.06476357579231262,
-0.02992820180952549,
-0.04156287759542465,
-0.0628470852971077,
0.09141135215759277,
0.07358997315168381,
-0.039532631635665894,
-0.05159914493560791,
0.00926235318183899,
-0.08522585779428482,
-0.05786597356200218,
0.025840042158961296,
-0.03973997011780739,
0.07694754749536514,
0.062447670847177505,
-0.007636239752173424,
-0.03647614270448685,
-0.015428826212882996,
0.01886937767267227,
-0.004925565794110298,
-0.020851118490099907,
-0.0337214358150959,
-0.011813152581453323,
0.0032476915512233973,
-0.03501284494996071,
0.04748301953077316,
0.0021787004079669714,
-0.01391456089913845,
-0.03151215612888336,
0.053544651716947556,
0.051760219037532806,
-0.00037775764940306544,
-0.05745229497551918,
0.06821439415216446,
-0.028967710211873055,
-0.048168059438467026,
-0.010894892737269402,
0.09886683523654938,
-0.03476739674806595,
-0.08423621952533722,
0.013038652949035168,
0.027381641790270805,
0.0064635672606527805,
-0.06488410383462906,
0.0495138093829155,
0.02403617836534977,
-0.014530189335346222,
0.022721437737345695,
0.014775785617530346,
-0.060682084411382675,
0.011200184933841228,
-0.04927314072847366,
0.0075810858979821205,
-0.07763388752937317,
-0.013205007649958134,
-0.09323547035455704,
-0.0251215361058712,
-0.006913559045642614,
0.022783249616622925,
0.0020363815128803253,
-0.05416599661111832,
-0.1170383170247078,
0.0319063700735569,
0.050069354474544525,
-0.1539316475391388,
0.10417355597019196,
-0.12133367359638214,
0.021659554913640022,
-0.009585061110556126,
-0.01483946107327938,
-0.012774128466844559,
-0.06294792145490646,
-0.002381944330409169,
-0.0061441040597856045,
4.504244100623975e-34,
0.00449339346960187,
-0.05215688422322273,
-0.07140717655420303,
0.042217228561639786,
-0.010235892608761787,
0.05838023126125336,
0.05230828747153282,
0.05302855744957924,
-0.05045412480831146,
0.07944685220718384,
-0.04857002571225166,
-0.007038471754640341,
0.01727158948779106,
0.0012513429392129183,
-0.009700455702841282,
0.013037459924817085,
-0.05194753408432007,
-0.012318507768213749,
-0.05950697511434555,
-0.014679327607154846,
-0.048937004059553146,
0.04969656467437744,
-0.004970973823219538,
0.09748202562332153,
0.09798112511634827,
0.1010570079088211,
-0.07188273221254349,
-0.008527585305273533,
-0.015112399123609066,
-0.011866130866110325,
-0.007183214649558067,
-0.078833669424057,
-0.0918901190161705,
-0.03482234105467796,
-0.011372716166079044,
-0.028639648109674454,
0.018021516501903534,
0.03416653349995613,
-0.0357787162065506,
-0.07584449648857117,
0.04323272407054901,
-0.02180922031402588,
-0.0730682760477066,
0.0819319561123848,
-0.023209603503346443,
-0.023662878200411797,
0.01684289425611496,
0.029469113796949387,
0.09981430321931839,
-0.022602388635277748,
-0.041036926209926605,
-0.037026870995759964,
0.04650813341140747,
-0.08722041547298431,
-0.003680773312225938,
-0.010059982538223267,
0.016031017526984215,
0.05627819150686264,
0.034631092101335526,
0.021735407412052155,
0.030166039243340492,
-0.07257278263568878,
0.00997642707079649,
-0.059224069118499756,
0.03410585969686508,
-0.04836293309926987,
-0.010404657572507858,
0.1458922177553177,
-0.10414101928472519,
0.03791697323322296,
0.02304903231561184,
0.05407009273767471,
-0.020730258896946907,
0.022139258682727814,
0.020902246236801147,
0.004913573153316975,
0.14829371869564056,
0.03654063865542412,
0.04312226548790932,
-0.062489449977874756,
0.008024320937693119,
-0.047519929707050323,
0.030110351741313934,
0.004047277849167585,
0.1016298234462738,
-0.014502352103590965,
-0.04042264074087143,
0.030747856944799423,
0.021975237876176834,
-0.044281162321567535,
0.040380243211984634,
0.07359116524457932,
-0.023930266499519348,
0.10326150059700012,
0.03722351789474487,
-2.317129421669506e-8,
-0.032950565218925476,
0.02808855101466179,
0.07593778520822525,
-0.013390745036303997,
-0.06022369861602783,
0.008469156920909882,
0.06048694625496864,
-0.0011476452928036451,
0.00918861385434866,
0.006668462883681059,
0.04637078568339348,
-0.06236119195818901,
-0.04583234712481499,
0.010535664856433868,
-0.010950446128845215,
-0.010092439129948616,
-0.0050547439604997635,
-0.04966552555561066,
0.009167766198515892,
0.03892333060503006,
-0.04938511922955513,
0.09491193294525146,
0.03363477438688278,
0.021114908158779144,
-0.08374165743589401,
0.03183675557374954,
-0.001900669070892036,
0.002237838227301836,
0.05316394567489624,
-0.0032769201789051294,
0.02828202210366726,
0.061909522861242294,
0.03024754300713539,
0.028088727965950966,
-0.004842327442020178,
0.033873606473207474,
-0.08426818251609802,
0.004452216904610395,
-0.03777312487363815,
-0.06568584591150284,
-0.0010931271826848388,
-0.04149423539638519,
0.055534716695547104,
0.019963284954428673,
0.10582642257213593,
0.040051717311143875,
0.08729676902294159,
-0.013798975385725498,
-0.04022261127829552,
0.03602691367268562,
-0.04022809863090515,
-0.04614375904202461,
-0.008720826357603073,
-0.007328263483941555,
0.046786658465862274,
0.02657119370996952,
0.04812633618712425,
0.009597956202924252,
0.005417953711003065,
0.02725857123732567,
-0.04588007181882858,
0.03765843063592911,
0.04539431259036064,
0.03471658006310463
] | p | So that is where you might want to still make your own Embeddings. | [
"blog",
"blog/fast-embed-models"
] | 16,067 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(50) | [
0.06002747640013695,
0.007290820591151714,
0.049433641135692596,
-0.011620101518929005,
0.07456893473863602,
-0.017274249345064163,
-0.04875241592526436,
0.04552111029624939,
0.03505459800362587,
-0.048908405005931854,
0.03156782314181328,
0.04245061054825783,
-0.011452442966401577,
0.013250883668661118,
0.042275816202163696,
0.010785055346786976,
0.041991688311100006,
-0.050792235881090164,
0.050078678876161575,
-0.007204277440905571,
-0.01797325909137726,
0.0406222902238369,
-0.06987231224775314,
-0.1002531349658966,
0.02638530358672142,
-0.011279581114649773,
0.0484485886991024,
0.010758085176348686,
0.04485607519745827,
0.0038398760370910168,
0.05676932632923126,
0.031256724148988724,
0.019052645191550255,
0.04200782626867294,
0.03978591039776802,
-0.007537935394793749,
-0.03841766342520714,
0.05223935469985008,
0.05819997563958168,
0.01735072210431099,
-0.004002555273473263,
0.010793112218379974,
0.048580318689346313,
0.0485670231282711,
0.021445246413350105,
-0.060927633196115494,
-0.03596629947423935,
0.003211481962352991,
0.03918501362204552,
0.0058693597093224525,
0.020307738333940506,
-0.06362450122833252,
-0.07041013985872269,
0.02160722203552723,
0.08029399812221527,
0.0809776782989502,
0.012553146108984947,
0.0281425341963768,
0.008827516809105873,
0.08729195594787598,
-0.018301449716091156,
-0.07929366827011108,
-0.08160671591758728,
0.021497385576367378,
-0.01015652809292078,
0.02597465179860592,
0.03160514682531357,
-0.005563848186284304,
-0.12402316927909851,
0.053377144038677216,
0.1064089983701706,
0.023581720888614655,
-0.03657713904976845,
-0.0009689608705230057,
-0.0430767796933651,
-0.04940933734178543,
0.03148472681641579,
-0.0011827184353023767,
0.052795592695474625,
0.07623615115880966,
0.05563982203602791,
-0.08949624001979828,
-0.08091472089290619,
0.019504817202687263,
-0.025317959487438202,
-0.015960773453116417,
0.0552658773958683,
-0.03795250505208969,
0.02434772625565529,
0.030010927468538284,
-0.033350925892591476,
-0.029343679547309875,
-0.0390353761613369,
-0.005195687524974346,
0.0070032160729169846,
-0.054354287683963776,
0.023129824548959732,
0.007750474847853184,
-0.11421439796686172,
0.05153121426701546,
-0.0651087686419487,
-0.023824581876397133,
-0.0153509471565485,
0.0020439664367586374,
0.08343113213777542,
-0.0251208133995533,
-0.046409185975790024,
0.002964089857414365,
-0.010376926511526108,
-0.04718203842639923,
-0.04881005361676216,
-0.006377470679581165,
-0.008419308811426163,
0.05256810411810875,
0.017923807725310326,
-0.10420259833335876,
0.04232458025217056,
0.08771213889122009,
0.1411328911781311,
0.05024929344654083,
0.07402418553829193,
0.08283629268407822,
-0.06880606710910797,
0.0484616681933403,
-0.02691633254289627,
-0.1162518784403801,
-0.060596175491809845,
-7.04546571629151e-33,
-0.03430302068591118,
0.002980317920446396,
0.018836818635463715,
-0.09093743562698364,
0.07735460996627808,
-0.004514068830758333,
-0.06511780619621277,
-0.03622801974415779,
0.040198929607868195,
-0.023766493424773216,
-0.10153934359550476,
-0.06839220225811005,
0.06004378944635391,
-0.07612378150224686,
0.08002416044473648,
0.051911599934101105,
-0.0981794223189354,
-0.0012105210917070508,
0.004764743149280548,
0.04546122997999191,
0.05589117482304573,
-0.07839521020650864,
0.016652490943670273,
0.027571823447942734,
-0.05229252949357033,
0.015418495051562786,
0.12080536037683487,
-0.07436361163854599,
0.07295573502779007,
0.020592814311385155,
-0.021073343232274055,
0.04444129765033722,
-0.0010294701205566525,
0.02547374553978443,
-0.00971169676631689,
0.15528914332389832,
0.02783994749188423,
-0.03611636161804199,
0.00004818258457817137,
0.021357925608754158,
-0.05216606706380844,
0.016541343182325363,
0.04163892939686775,
-0.008944213390350342,
-0.03657432273030281,
-0.019500037655234337,
0.004951330367475748,
-0.07135764509439468,
-0.04586246609687805,
0.015803875401616096,
-0.022800607606768608,
0.027320485562086105,
0.15464912354946136,
0.032338935881853104,
-0.014710754156112671,
0.011560853570699692,
-0.009642529301345348,
0.08105100691318512,
0.046790700405836105,
0.019480887800455093,
0.0369819812476635,
-0.07365395873785019,
-0.08563067018985748,
0.01823621615767479,
-0.05220011621713638,
0.04157305881381035,
0.009595905430614948,
-0.018243880942463875,
-0.027336997911334038,
-0.05693860724568367,
-0.03035326488316059,
-0.016114089637994766,
0.004671179223805666,
0.0507192425429821,
-0.0880216658115387,
-0.04324082285165787,
-0.01658165082335472,
-0.04000219702720642,
0.05739860236644745,
-0.06360280513763428,
-0.021129729226231575,
-0.002858096035197377,
0.00948033481836319,
-0.0725809782743454,
0.02916708216071129,
0.05451585724949837,
-0.021764088422060013,
-0.05040648952126503,
-0.09613176435232162,
-0.0005175411934033036,
-0.045606374740600586,
0.022234352305531502,
0.04244969040155411,
0.052927516400814056,
0.004064804408699274,
5.041338948951698e-33,
-0.12430478632450104,
-0.0453595295548439,
0.0637139156460762,
0.07242787629365921,
0.020393749698996544,
-0.07536082714796066,
0.06595203280448914,
-0.01422699261456728,
-0.049584947526454926,
0.08777160942554474,
0.03284383937716484,
0.06844358891248703,
0.004683083388954401,
0.0017774777952581644,
0.03384440392255783,
0.0107159074395895,
0.0023959986865520477,
-0.05774499475955963,
0.026800816878676414,
-0.030850600451231003,
0.04582906886935234,
-0.008146489970386028,
-0.05297864228487015,
0.13396354019641876,
-0.011586951091885567,
0.09705513715744019,
-0.04052478447556496,
-0.07661240547895432,
0.017325475811958313,
0.05088242143392563,
0.05171480402350426,
-0.06694230437278748,
-0.14775493741035461,
-0.02898707054555416,
0.01092046033591032,
0.06395305693149567,
0.03947838023304939,
-0.033067721873521805,
-0.015461268834769726,
0.008060002699494362,
-0.049836184829473495,
-0.043976712971925735,
-0.024074885994195938,
0.10318569839000702,
0.03158765658736229,
0.05679504573345184,
0.06240161135792732,
0.005704694893211126,
-0.037699293345212936,
-0.04200773686170578,
-0.06327957659959793,
-0.004278205800801516,
0.023099659010767937,
0.0333319790661335,
-0.0498061329126358,
-0.08162397891283035,
0.029507620260119438,
-0.009802225977182388,
-0.03859259933233261,
-0.015855135396122932,
0.0011707233497872949,
-0.028264319524168968,
-0.05840339511632919,
-0.0004677852848544717,
-0.030794193968176842,
-0.037661392241716385,
-0.08533608913421631,
-0.033128321170806885,
-0.04783640056848526,
0.040362726897001266,
0.03523845598101616,
-0.0024044732563197613,
-0.12809441983699799,
-0.10268212109804153,
0.031550608575344086,
0.012935563921928406,
-0.028981542214751244,
-0.0026416426990181208,
0.011439529247581959,
0.026484010741114616,
-0.08362660557031631,
-0.016091909259557724,
0.02064540795981884,
0.004127390682697296,
0.02522030472755432,
0.026956023648381233,
-0.009960862807929516,
-0.06392409652471542,
-0.0421178974211216,
-0.018705571070313454,
-0.034538332372903824,
-0.07082279026508331,
0.009099234826862812,
0.04423816129565239,
-0.03888934850692749,
-2.9360851527826526e-8,
-0.001598578062839806,
-0.01779552549123764,
0.001208876958116889,
-0.025359828025102615,
0.059936340898275375,
0.09059270471334457,
0.038490016013383865,
0.000030094830435700715,
0.036555372178554535,
-0.00390629144385457,
0.043802134692668915,
0.013302559964358807,
-0.10313156247138977,
-0.0054315668530762196,
-0.01552256103605032,
0.0988728255033493,
-0.014713631942868233,
-0.008304356597363949,
0.032852452248334885,
0.06489518284797668,
-0.05398792773485184,
0.07703186571598053,
-0.03141391649842262,
-0.03826272860169411,
-0.06584004312753677,
0.03577186539769173,
0.008852672763168812,
0.032309360802173615,
0.041671112179756165,
0.07432622462511063,
-0.02351943962275982,
-0.011088477447628975,
0.04826439917087555,
0.012478438206017017,
0.022219695150852203,
0.031207967549562454,
0.012851165607571602,
0.05569048598408699,
0.011258983984589577,
-0.02963513694703579,
-0.023388424888253212,
-0.06335345655679703,
0.005668101366609335,
0.0649680495262146,
0.04458126053214073,
0.03201490268111229,
0.04431937262415886,
0.04585150629281998,
-0.013638556003570557,
0.004615285433828831,
0.04937135800719261,
-0.02933754399418831,
0.00039828516310080886,
0.02776947245001793,
0.08380278199911118,
0.011762814596295357,
-0.02466408722102642,
0.03012813627719879,
-0.06326556205749512,
0.05310504883527756,
-0.067231684923172,
-0.0405435785651207,
0.13205063343048096,
0.1260223239660263
] | p | So that’s the edge case here. | [
"blog",
"blog/fast-embed-models"
] | 16,068 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(51) | [
-0.09869501739740372,
0.06445261836051941,
-0.0700313150882721,
-0.021951276808977127,
-0.025799725204706192,
-0.04739833623170853,
0.1027933657169342,
0.09392203390598297,
0.09250365197658539,
0.0175621435046196,
-0.001431716256774962,
-0.06628168374300003,
0.00997555535286665,
0.04084043577313423,
-0.023436948657035828,
0.02193133346736431,
-0.08380930870771408,
0.010890294797718525,
0.008056210353970528,
0.03600181266665459,
-0.07469882816076279,
-0.04406357184052467,
-0.05317161977291107,
0.053817734122276306,
0.028376733884215355,
0.0441967211663723,
0.04563260078430176,
0.0783819630742073,
-0.05284513533115387,
-0.12470140308141708,
-0.013663770630955696,
0.053681109100580215,
0.006437600590288639,
-0.025773905217647552,
-0.05461622774600983,
0.02577187493443489,
0.037272293120622635,
-0.06510455161333084,
-0.01074416097253561,
0.01698511280119419,
-0.039764516055583954,
-0.05816584825515747,
-0.02496187388896942,
0.08176800608634949,
-0.055112071335315704,
0.020101023837924004,
-0.049150921404361725,
0.0759289339184761,
0.04562726244330406,
0.02599106729030609,
-0.010781076736748219,
-0.010713095776736736,
0.018745381385087967,
0.07102734595537186,
0.0301591195166111,
0.06500247120857239,
0.011868458241224289,
0.06955843418836594,
-0.0031935235019773245,
-0.023440580815076828,
0.01802426017820835,
-0.006550197023898363,
-0.11181875318288803,
0.06289980560541153,
-0.12136226892471313,
0.07479490339756012,
-0.016750579699873924,
0.10715030878782272,
-0.11238621920347214,
0.05682803690433502,
0.06656726449728012,
0.01926642470061779,
0.02973317727446556,
-0.03360893949866295,
-0.02554907277226448,
0.060154352337121964,
0.018376193940639496,
-0.04604634270071983,
0.020263930782675743,
-0.12687644362449646,
0.002458849921822548,
-0.03579200059175491,
-0.03206489980220795,
0.03367315232753754,
0.023283345624804497,
0.05621597543358803,
0.0014669898664578795,
-0.013457235880196095,
0.03449198603630066,
0.02068439871072769,
-0.059169452637434006,
-0.0028591579757630825,
0.04693371057510376,
-0.04356779158115387,
-0.005430850200355053,
0.03288966417312622,
0.039160143584012985,
-0.012247654609382153,
-0.05817965045571327,
0.09600836783647537,
0.07269304245710373,
0.014088505879044533,
-0.0026913629844784737,
0.05103950574994087,
-0.02591816522181034,
0.03281301259994507,
0.012838955968618393,
-0.0027253921143710613,
0.04642999544739723,
-0.004236888140439987,
-0.11008544266223907,
-0.03991355374455452,
-0.014665079303085804,
0.06358248740434647,
-0.058387454599142075,
0.0261994618922472,
0.040949027985334396,
-0.0007408967358060181,
0.0015834076330065727,
-0.1477653533220291,
0.052422262728214264,
-0.010157499462366104,
-0.010255670174956322,
-0.10429255664348602,
-0.019700849428772926,
0.01017587911337614,
0.03032734803855419,
-2.469148659105262e-33,
0.04332903400063515,
-0.0014220488956198096,
0.003109969198703766,
0.07754788547754288,
-0.04434176906943321,
-0.011516893282532692,
-0.07696138322353363,
0.018074242398142815,
-0.12933316826820374,
0.05766649171710014,
-0.11362898349761963,
-0.004035167396068573,
-0.04915134236216545,
0.06196114420890808,
0.059740256518125534,
0.001251240842975676,
0.0682704895734787,
-0.02649570070207119,
-0.05915464460849762,
0.01046012993901968,
-0.06209607422351837,
0.054173536598682404,
0.004129149951040745,
-0.04346412047743797,
-0.015585025772452354,
0.029828710481524467,
0.037983238697052,
-0.03967173770070076,
-0.05615121126174927,
0.03715750202536583,
-0.031192203983664513,
0.022007521241903305,
-0.04122935235500336,
0.032883912324905396,
-0.03813037648797035,
0.07928156107664108,
-0.0098976856097579,
-0.03919278457760811,
0.01701829582452774,
-0.07046516984701157,
0.04310959577560425,
-0.015674889087677002,
-0.03931455314159393,
-0.05465143918991089,
0.032776400446891785,
0.015812816098332405,
0.09699387103319168,
-0.010807611979544163,
0.0424911230802536,
0.02183443494141102,
-0.056417517364025116,
0.002320091938599944,
-0.014405675232410431,
-0.020415449514985085,
0.04643961414694786,
-0.0003100441535934806,
-0.05521947517991066,
0.003807120956480503,
0.02748117968440056,
-0.0008295975276269019,
0.09412902593612671,
-0.03346388041973114,
0.030267048627138138,
-0.05754387006163597,
-0.010203806683421135,
0.02648661471903324,
-0.08983998000621796,
0.03774019330739975,
0.06628251820802689,
-0.058238133788108826,
-0.016386479139328003,
-0.03445636108517647,
0.023623831570148468,
0.07921960949897766,
0.00024155549181159586,
0.03765605017542839,
0.03864917531609535,
0.07694759964942932,
0.044542133808135986,
0.0000860311629367061,
-0.013908579014241695,
-0.044860370457172394,
-0.018490679562091827,
-0.023750776425004005,
0.06265094876289368,
0.11122915893793106,
0.04140381142497063,
-0.012242548167705536,
-0.053887881338596344,
0.05046786367893219,
-0.12348563969135284,
-0.01198814157396555,
-0.005988596938550472,
-0.10063864290714264,
-0.08008942008018494,
1.1758635295168426e-33,
-0.07119251042604446,
0.004404006060212851,
-0.0287241842597723,
-0.041186973452568054,
-0.018925584852695465,
-0.028237096965312958,
0.011980891227722168,
0.11584872752428055,
-0.0438716821372509,
-0.04069336876273155,
-0.039646048098802567,
0.017816197127103806,
0.05841432884335518,
-0.07456950843334198,
-0.0427648089826107,
0.04096408560872078,
0.014821847900748253,
-0.15885894000530243,
0.04295935481786728,
-0.0333525650203228,
-0.004574186634272337,
0.05085420981049538,
-0.012918512336909771,
-0.020511161535978317,
-0.03264577314257622,
0.01787138730287552,
0.05980182811617851,
0.07179588079452515,
-0.04101962596178055,
-0.009527124464511871,
-0.020912181586027145,
-0.007447311654686928,
-0.025272667407989502,
-0.018068840727210045,
0.04966430738568306,
-0.005093737039715052,
0.0714421272277832,
0.05822918191552162,
-0.04918225482106209,
-0.03959174081683159,
-0.0444076843559742,
-0.05827545374631882,
0.002822481794282794,
0.10191022604703903,
0.0758720338344574,
-0.013169093988835812,
-0.12389588356018066,
0.00004185879879514687,
-0.004942903760820627,
0.0054290806874632835,
-0.002005157060921192,
0.017842251807451248,
-0.07795773446559906,
0.12609265744686127,
0.015397503040730953,
-0.07920987159013748,
-0.06219116225838661,
0.018062317743897438,
0.01708262972533703,
-0.0467103011906147,
-0.0222731102257967,
0.030889276415109634,
-0.12362468242645264,
0.030252641066908836,
0.12619911134243011,
0.05297687277197838,
-0.05905282497406006,
0.00044052506564185023,
0.03387283533811569,
0.0005049623432569206,
0.11555565893650055,
-0.017287801951169968,
-0.06853249669075012,
-0.026086140424013138,
-0.033106882125139236,
-0.061545480042696,
-0.03679010272026062,
0.040142081677913666,
0.045407261699438095,
0.03055298700928688,
-0.009508936665952206,
-0.01065406110137701,
-0.04798166826367378,
-0.026597056537866592,
-0.05169916898012161,
0.013731725513935089,
0.06893304735422134,
-0.007634959649294615,
0.0023887299466878176,
0.002192156622186303,
0.0019659684039652348,
0.04173200950026512,
0.015577824786305428,
0.033626411110162735,
0.019854877144098282,
-1.591187270832961e-8,
0.0082797696813941,
0.053819313645362854,
-0.04405272752046585,
-0.001609634724445641,
-0.027799835428595543,
-0.05584322661161423,
-0.053420282900333405,
0.030252819880843163,
0.058500032871961594,
0.04822934418916702,
0.05338044837117195,
0.049398135393857956,
0.10141182690858841,
0.009943531826138496,
0.018266618251800537,
0.0019932729192078114,
0.03814907371997833,
0.09880122542381287,
-0.01604943908751011,
0.0037959900218993425,
0.04487485811114311,
0.019351523369550705,
-0.011365141719579697,
0.022335076704621315,
0.03149593994021416,
-0.02783278562128544,
-0.06984730809926987,
-0.07011651992797852,
0.03432229161262512,
0.00007333100802497938,
0.04100913181900978,
0.07423259317874908,
0.030323341488838196,
-0.04863908886909485,
0.05612184852361679,
0.006293061655014753,
-0.12822642922401428,
0.015131622552871704,
0.052704181522130966,
-0.059367381036281586,
0.02154228463768959,
-0.028998946771025658,
0.020838545635342598,
-0.0027341307140886784,
-0.06431449204683304,
-0.04161455109715462,
0.031826797872781754,
0.04527342692017555,
-0.031868062913417816,
-0.0060237497091293335,
-0.051676537841558456,
0.014574969187378883,
0.04470844566822052,
0.006309406831860542,
0.07947362959384918,
-0.01605699397623539,
0.0589464008808136,
0.054612550884485245,
-0.03254062309861183,
0.03357728198170662,
0.052944667637348175,
-0.009778291918337345,
0.0006944375927560031,
0.009491273202002048
] | p | Demetrios: | [
"blog",
"blog/fast-embed-models"
] | 16,069 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(51) | [
-0.02279472164809704,
-0.04808921739459038,
-0.08132115751504898,
0.0035010576248168945,
-0.08554781973361969,
0.04736476391553879,
0.028769459575414658,
0.04298284649848938,
0.07897702604532242,
0.04863298684358597,
-0.019805481657385826,
-0.01010680478066206,
-0.028064696118235588,
-0.03910445794463158,
0.02895629033446312,
-0.0147299375385046,
0.02329649217426777,
-0.0014409293653443456,
0.029878901317715645,
-0.025993958115577698,
-0.026223579421639442,
-0.024594374001026154,
0.007318612653762102,
0.0082982387393713,
-0.11612936854362488,
0.0371834859251976,
0.023600541055202484,
0.05926324054598808,
-0.011532966047525406,
-0.08410988748073578,
-0.08601527661085129,
0.0343051478266716,
-0.10192567855119705,
-0.0851818099617958,
-0.13965535163879395,
-0.08085039258003235,
0.001989802811294794,
0.023055510595440865,
-0.0739186629652977,
-0.007046733517199755,
0.01898946240544319,
-0.010943043045699596,
0.1482505351305008,
-0.011424470692873001,
0.012496596202254295,
0.04022634029388428,
-0.021238157525658607,
0.030131105333566666,
0.027663107961416245,
-0.0473078228533268,
0.03578687459230423,
-0.07544610649347305,
0.014864260330796242,
0.0415804348886013,
0.03616597503423691,
-0.012802449986338615,
0.0192872267216444,
0.04977582022547722,
0.04137355089187622,
-0.004864336922764778,
0.0021260955836623907,
-0.002314971759915352,
-0.0724271908402443,
-0.042385559529066086,
-0.05055622011423111,
0.028274161741137505,
-0.0013911734567955136,
-0.04275071620941162,
0.004640656989067793,
0.06325981020927429,
-0.013884984888136387,
-0.09000878036022186,
-0.034616634249687195,
-0.029572315514087677,
0.02171364054083824,
-0.13897863030433655,
0.016275184229016304,
-0.0579165481030941,
0.0073678260669112206,
-0.0851336196064949,
-0.07782791554927826,
0.0815146341919899,
-0.020747754722833633,
0.02036472037434578,
0.044944748282432556,
-0.0022244243882596493,
-0.009286917746067047,
0.0011733293067663908,
0.03613196685910225,
0.06575281918048859,
-0.04053899273276329,
0.06382003426551819,
-0.039199743419885635,
-0.0955798402428627,
0.029740367084741592,
0.054625917226076126,
-0.01512705534696579,
-0.0440395250916481,
-0.004220734816044569,
0.009978655725717545,
0.0019256046507507563,
-0.027947591617703438,
0.01966921053826809,
0.0425102673470974,
0.0186002254486084,
-0.006422919221222401,
0.015992606058716774,
-0.002564467955380678,
-0.041273392736911774,
0.0028214864432811737,
-0.05936330556869507,
0.03657026216387749,
-0.02255948819220066,
-0.04303229600191116,
0.034537769854068756,
-0.12695790827274323,
0.012986491434276104,
0.015400026924908161,
-0.027376890182495117,
0.03172963112592697,
0.0029453339520841837,
-0.13942129909992218,
-0.05488092079758644,
-0.019798744469881058,
-0.08413637429475784,
0.04343988001346588,
-0.08901862055063248,
-3.054956268837549e-33,
0.05601049214601517,
0.03515058383345604,
-0.0011809674324467778,
0.022566696628928185,
-0.007283545099198818,
0.035219836980104446,
0.017868218943476677,
0.03495592996478081,
0.006832024548202753,
0.07314462214708328,
0.12351956963539124,
0.04030509293079376,
-0.10957291722297668,
0.035614121705293655,
0.051350224763154984,
-0.08370234072208405,
0.0474783293902874,
0.03874549642205238,
-0.05142803117632866,
-0.09844367951154709,
0.002160392003133893,
0.024905020371079445,
0.0139192258939147,
0.0698043629527092,
-0.02167699672281742,
0.02032790705561638,
0.04158034920692444,
0.0023387798573821783,
-0.06426101177930832,
-0.027973545715212822,
0.061427488923072815,
0.049923673272132874,
-0.00889883004128933,
-0.01719019003212452,
-0.012295514345169067,
-0.03033057041466236,
-0.09385599941015244,
-0.09211814403533936,
-0.02884608879685402,
-0.01910528540611267,
-0.07265406847000122,
0.014110195450484753,
-0.0019358373247087002,
0.03225003555417061,
0.013149136677384377,
0.07834392040967941,
-0.007012705784291029,
0.04370097815990448,
0.026210928335785866,
0.02679247409105301,
-0.028612421825528145,
0.04532695561647415,
0.02094854786992073,
0.08878521621227264,
-0.018881162628531456,
-0.010367580689489841,
0.02562602609395981,
-0.009385396726429462,
-0.012849748134613037,
-0.04358900710940361,
-0.0894932821393013,
0.06898019462823868,
0.054940469563007355,
-0.053197406232357025,
-0.04221328720450401,
0.061565566807985306,
0.045839887112379074,
-0.05623243749141693,
0.029489608481526375,
-0.046100717037916183,
-0.04796302691102028,
-0.06259925663471222,
-0.004050884395837784,
0.03158283233642578,
-0.032488323748111725,
-0.013594098389148712,
-0.004956926219165325,
-0.0659676268696785,
0.016656428575515747,
-0.013116231188178062,
0.057995185256004333,
0.020231176167726517,
-0.03464534506201744,
0.03030305914580822,
0.028366029262542725,
0.0066244895569980145,
0.005209145601838827,
-0.01775629259645939,
0.0031818123534321785,
0.02985897846519947,
-0.0049783652648329735,
-0.009495354257524014,
0.060076963156461716,
0.05054841190576553,
-0.10508745163679123,
9.717444456263219e-34,
-0.019971882924437523,
-0.05393518507480621,
0.018251046538352966,
0.10745376348495483,
0.02253185212612152,
-0.024560078978538513,
-0.01092411857098341,
-0.07656309008598328,
0.07673869282007217,
0.006828288547694683,
0.1173759251832962,
-0.03288451209664345,
0.006471979897469282,
-0.016742946580052376,
0.008722878061234951,
0.006697861477732658,
-0.05962970852851868,
-0.02692105993628502,
0.0577840581536293,
0.03915298357605934,
0.003982665948569775,
0.055302057415246964,
-0.05730924755334854,
0.0673353523015976,
-0.06360913813114166,
0.02854294329881668,
-0.07549507915973663,
0.02890840172767639,
-0.11581912636756897,
0.0015696497866883874,
-0.07167919725179672,
0.016511790454387665,
0.03212588652968407,
0.006125117186456919,
-0.055919285863637924,
-0.047317586839199066,
-0.0105013782158494,
0.06050107255578041,
-0.0587758868932724,
0.008294574916362762,
0.0293439794331789,
0.06556978821754456,
0.12244360893964767,
0.10771604627370834,
-0.04907943308353424,
0.004640080966055393,
-0.006208018399775028,
0.06514628976583481,
-0.024514274671673775,
0.04123964160680771,
0.029525533318519592,
-0.04612668603658676,
-0.019571086391806602,
0.05647961422801018,
-0.028473269194364548,
-0.03917267918586731,
0.01344829611480236,
-0.01982639543712139,
0.16198214888572693,
0.07063480466604233,
0.06590564548969269,
-0.0016449709655717015,
0.006529607810080051,
0.033124323934316635,
-0.03462588042020798,
-0.01869313232600689,
0.10885883867740631,
0.000985175953246653,
0.05365617200732231,
0.0411640889942646,
0.06639331579208374,
0.023685429245233536,
0.12280512601137161,
-0.09657851606607437,
0.02053559571504593,
-0.022340573370456696,
0.04970982298254967,
-0.047892309725284576,
-0.06980311870574951,
-0.010235081426799297,
0.0003796044911723584,
-0.07066391408443451,
-0.006604322697967291,
-0.004178261384367943,
-0.02644609846174717,
-0.006332950666546822,
-0.060732632875442505,
0.013340677134692669,
0.05864083021879196,
0.03139743581414223,
0.010040204040706158,
0.018789764493703842,
0.011890689842402935,
-0.00018964457558467984,
0.026242723688483238,
-2.552826039448064e-8,
-0.045739322900772095,
0.00985394325107336,
0.07859745621681213,
-0.03711136803030968,
0.03344137221574783,
-0.03856606036424637,
0.10977886617183685,
0.06013169884681702,
-0.06330777704715729,
-0.055212993174791336,
0.07857075333595276,
0.02796512469649315,
0.03573184087872505,
-0.010060667991638184,
0.050208281725645065,
0.0471985824406147,
-0.08266499638557434,
0.05390698090195656,
-0.018163995817303658,
-0.017476892098784447,
-0.019450044259428978,
-0.024226726964116096,
0.07191185653209686,
-0.0794425830245018,
0.024562479928135872,
-0.014931361190974712,
-0.006572843063622713,
0.09703590720891953,
-0.015446917153894901,
0.032354649156332016,
0.06340836733579636,
-0.013039489276707172,
0.0784987285733223,
-0.03640727698802948,
-0.024465003982186317,
0.0938628688454628,
-0.08880329877138138,
0.0074363998137414455,
0.02916453406214714,
0.0039463043212890625,
-0.010257797315716743,
-0.0823654904961586,
-0.13214097917079926,
0.11195788532495499,
-0.09395544975996017,
-0.006355578079819679,
0.014460732229053974,
0.04331688955426216,
-0.04426165297627449,
0.019356030970811844,
0.002464274177327752,
-0.017085999250411987,
0.07646618038415909,
0.007190826814621687,
0.008291075937449932,
0.04494360461831093,
0.04200441762804985,
0.06853850185871124,
-0.008434362709522247,
0.035343680530786514,
0.013163721188902855,
0.005441595800220966,
-0.06353965401649475,
0.016228077933192253
] | p | What are some of the other knobs that you might want to be turning when you’re looking at using this. | [
"blog",
"blog/fast-embed-models"
] | 16,070 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(52) | [
-0.07068775594234467,
0.10394103825092316,
-0.032273970544338226,
0.008267688564956188,
-0.04559528827667236,
-0.0004329704097472131,
0.04587487131357193,
-0.041867148131132126,
0.000811785866972059,
-0.06371096521615982,
0.04983411356806755,
-0.18026813864707947,
-0.018794164061546326,
-0.039112940430641174,
0.00018304963305126876,
-0.08386178314685822,
-0.027695834636688232,
0.026668086647987366,
-0.010040225461125374,
-0.10622676461935043,
-0.099820576608181,
0.0040987590327858925,
-0.024684645235538483,
-0.053897786885499954,
-0.027138832956552505,
-0.0014770107809454203,
0.04932659864425659,
-0.021017003804445267,
0.06485504657030106,
-0.056955114006996155,
0.02565472573041916,
0.050222381949424744,
-0.055834244936704636,
0.006442325655370951,
0.024624360725283623,
0.010866050608456135,
-0.11144094914197922,
0.06123407930135727,
0.058808885514736176,
-0.016405116766691208,
0.029392285272479057,
-0.0977497398853302,
-0.00015348783927038312,
-0.051837675273418427,
0.03870869800448418,
-0.011100987903773785,
-0.05021699517965317,
0.03524097427725792,
-0.06421039253473282,
0.03628423064947128,
-0.12701556086540222,
-0.014285646378993988,
0.04741724207997322,
-0.030110830441117287,
0.12650896608829498,
-0.11083002388477325,
-0.03181149810552597,
-0.054958559572696686,
0.02013329230248928,
0.04824584349989891,
0.08594918251037598,
0.02103479951620102,
-0.055323660373687744,
0.002080952050164342,
-0.023726485669612885,
-0.04035935923457146,
0.007595332805067301,
-0.049308665096759796,
-0.0022003387566655874,
0.023260854184627533,
0.050495658069849014,
-0.01366446539759636,
0.001573912682943046,
0.015814168378710747,
-0.017103558406233788,
-0.07771310210227966,
-0.012339871376752853,
-0.004139802418649197,
-0.02992989309132099,
-0.015274051576852798,
0.06513717770576477,
0.056913528591394424,
0.007358583156019449,
-0.03506247326731682,
0.0008929661707952619,
-0.07185610383749008,
0.02243306301534176,
0.002056086203083396,
-0.019975455477833748,
0.004933557473123074,
0.04855538532137871,
0.0818604826927185,
-0.08270714432001114,
-0.02287595346570015,
-0.005614920053631067,
-0.07434341311454773,
-0.05708927661180496,
-0.0273688193410635,
-0.056723564863204956,
0.09749575704336166,
-0.02480403147637844,
0.039316464215517044,
-0.0024050783831626177,
0.1016547828912735,
-0.13643276691436768,
-0.046753089874982834,
-0.041039686650037766,
-0.06982844322919846,
-0.007715950254350901,
0.03550608828663826,
-0.021551549434661865,
-0.03815723955631256,
-0.10206186026334763,
-0.05955369025468826,
0.03969781845808029,
0.045870136469602585,
0.01739412732422352,
-0.011080645024776459,
-0.028875986114144325,
0.015031000599265099,
-0.012232995592057705,
0.0042800516821444035,
-0.09139235317707062,
0.015455805696547031,
-0.0563923716545105,
0.00544072687625885,
0.05155967175960541,
-5.820976852762445e-34,
-0.04166588932275772,
0.013514574617147446,
0.0006108566303737462,
0.021234335377812386,
0.020014658570289612,
-0.1131228655576706,
-0.08195053040981293,
-0.07391707599163055,
-0.03752712905406952,
-0.07056131213903427,
0.09279415011405945,
-0.025820063427090645,
-0.05103582516312599,
-0.03303706273436546,
0.03623439744114876,
0.05275561287999153,
-0.006699723657220602,
-0.00992574729025364,
0.029194412752985954,
0.021893702447414398,
0.06431981921195984,
0.006571618840098381,
-0.01311112754046917,
0.006589963566511869,
0.03745206445455551,
0.005738172680139542,
0.1107761412858963,
-0.029643936082720757,
0.04679110646247864,
0.0031198947690427303,
0.11188853532075882,
-0.038264255970716476,
-0.025741029530763626,
-0.026690183207392693,
-0.03333727642893791,
0.00956655666232109,
-0.012149951420724392,
-0.01647823676466942,
-0.049891144037246704,
-0.03596041351556778,
-0.07448608428239822,
0.03711322695016861,
0.06959652900695801,
-0.021047264337539673,
-0.05245525389909744,
0.0397026501595974,
0.04060634225606918,
0.000622553110588342,
0.11922502517700195,
-0.022605204954743385,
-0.010133876465260983,
0.0290971826761961,
-0.030443435534834862,
0.011534971185028553,
0.03423738852143288,
0.07074528932571411,
0.025608766824007034,
-0.011826049536466599,
0.02436809055507183,
-0.02699776366353035,
-0.04960807040333748,
-0.07658786326646805,
-0.06206924095749855,
-0.004235155880451202,
0.006675313226878643,
-0.02995873987674713,
-0.01918862573802471,
-0.057671014219522476,
0.0640057623386383,
-0.005079754628241062,
-0.09377079457044601,
0.024907222017645836,
0.01504012756049633,
0.021807892248034477,
-0.06859384477138519,
0.013223842717707157,
0.023214593529701233,
0.06807181239128113,
-0.034662339836359024,
0.08211280405521393,
-0.034077342599630356,
0.12938563525676727,
0.05578674003481865,
-0.06000180169939995,
0.056992463767528534,
-0.02903018519282341,
-0.04511989280581474,
0.019331488758325577,
0.027741631492972374,
-0.004302895627915859,
-0.011466762982308865,
0.026648476719856262,
0.013622675091028214,
-0.010173131711781025,
-0.0038356445729732513,
-2.0472517979806426e-33,
0.08065681159496307,
-0.016770852729678154,
-0.03447897359728813,
0.0472111701965332,
0.028989393264055252,
0.06383007764816284,
0.007946689613163471,
0.0593193918466568,
0.03551793470978737,
0.0535566508769989,
0.0226060152053833,
0.0608404278755188,
0.07048070430755615,
0.07261376082897186,
0.03326888754963875,
0.0067984722554683685,
0.07568950206041336,
0.09278085827827454,
-0.06134680658578873,
-0.028954017907381058,
-0.039069272577762604,
0.06460077315568924,
-0.03899623826146126,
-0.0639052465558052,
-0.03902856633067131,
0.06075809895992279,
-0.00287012942135334,
0.021769873797893524,
-0.15225118398666382,
-0.020739758387207985,
0.015766600146889687,
-0.09263232350349426,
-0.11146822571754456,
0.015105975791811943,
0.016986340284347534,
-0.03377431631088257,
0.05593981221318245,
0.05165562033653259,
-0.08589161187410355,
0.10529367625713348,
0.01635226607322693,
0.11517208814620972,
0.04698754847049713,
0.04921049252152443,
-0.0446074940264225,
-0.05599527060985565,
-0.005142670124769211,
0.03745724633336067,
-0.024698061868548393,
-0.03633743152022362,
0.061830732971429825,
0.06906186044216156,
-0.01641569472849369,
-0.041297659277915955,
0.05945596098899841,
0.06623156368732452,
0.03618892654776573,
0.02242373302578926,
0.010248703882098198,
-0.015547323040664196,
-0.031165987253189087,
0.014842984266579151,
0.05610073357820511,
-0.0347207635641098,
-0.005509680137038231,
0.0054843006655573845,
0.0038424308877438307,
-0.008775779977440834,
0.0906047374010086,
-0.034864895045757294,
0.014720596373081207,
0.011749574914574623,
-0.047957971692085266,
-0.0038633516523987055,
0.006355015095323324,
0.04139116406440735,
0.027079086750745773,
0.12975548207759857,
0.04956136643886566,
-0.023331860080361366,
0.015095432288944721,
-0.036630723625421524,
-0.06790219992399216,
-0.01433450449258089,
0.02518315054476261,
-0.04520081356167793,
0.0763431191444397,
-0.026742514222860336,
0.13408009707927704,
-0.051036227494478226,
0.007757691200822592,
0.034139759838581085,
-0.0256732776761055,
-0.02824524976313114,
-0.016818111762404442,
-1.8069028939748932e-8,
-0.016450917348265648,
-0.07143577933311462,
-0.11094323545694351,
-0.007817811332643032,
-0.009186509996652603,
-0.021776895970106125,
-0.017809027805924416,
-0.049035243690013885,
0.0049819741398096085,
-0.015159492380917072,
0.060278214514255524,
0.027656201273202896,
-0.029738182201981544,
-0.015590880066156387,
-0.023340361192822456,
-0.030438460409641266,
-0.007235548924654722,
0.0231041107326746,
-0.005107253789901733,
-0.007690038066357374,
0.01792915165424347,
0.03596647083759308,
-0.030666319653391838,
-0.004600928630679846,
-0.04288889095187187,
0.07763905823230743,
0.020379183813929558,
-0.02855442650616169,
-0.01900249347090721,
0.050212834030389786,
0.018175482749938965,
0.09026622027158737,
-0.007369706407189369,
-0.04591996967792511,
0.03711714595556259,
0.011690162122249603,
0.04356744512915611,
0.04943389073014259,
0.007953883148729801,
0.019525371491909027,
0.009648839011788368,
-0.03486694395542145,
0.018437381833791733,
-0.010564640164375305,
-0.06982678920030594,
0.049094196408987045,
-0.010607065632939339,
0.003308218438178301,
-0.0009807032765820622,
0.01210919301956892,
-0.13703741133213043,
-0.012378084473311901,
0.04326265677809715,
0.0610773079097271,
-0.015495088882744312,
0.018981438130140305,
0.027429498732089996,
-0.03161482885479927,
-0.05719099938869476,
0.016342893242836,
0.13294604420661926,
-0.05916442722082138,
-0.0066912854090332985,
0.12679894268512726
] | p | Nirant Kasliwal: | [
"blog",
"blog/fast-embed-models"
] | 16,071 |
Subsets and Splits