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
|
|---|---|---|---|---|---|---|---|
[
"Neural Search Tutorial - Qdrant",
"Prepare data for neural search"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(15) | [
-0.04882200062274933,
-0.12140903621912003,
0.012560688890516758,
0.027360880747437477,
-0.014587834477424622,
0.08600622415542603,
-0.02332717925310135,
0.03984617441892624,
0.010111733339726925,
-0.025248263031244278,
0.015659499913454056,
0.015788335353136063,
-0.015400858595967293,
0.10049957782030106,
0.0867791697382927,
0.030319729819893837,
0.02735459990799427,
0.09909635782241821,
-0.002870602998882532,
-0.15311062335968018,
0.03955100476741791,
0.058690037578344345,
0.011363191530108452,
-0.0015506433555856347,
0.07978709787130356,
-0.02480415068566799,
0.011760753579437733,
-0.013662079349160194,
0.05152413621544838,
-0.01117094699293375,
-0.05444270744919777,
-0.05626308172941208,
0.0009979408932849765,
0.06911235302686691,
-0.05114889144897461,
0.049704041332006454,
0.020951678976416588,
-0.07250507175922394,
-0.009367236867547035,
-0.018118824809789658,
-0.10864271968603134,
0.03345412015914917,
0.04612993076443672,
-0.013936642557382584,
0.05815302953124046,
-0.04092765226960182,
-0.036407701671123505,
0.01905765011906624,
-0.06448257714509964,
-0.027793820947408676,
-0.06559710204601288,
-0.0849580317735672,
0.05456491559743881,
0.04464146867394447,
-0.004252188373357058,
0.03133835271000862,
0.0023501096293330193,
0.020426834002137184,
0.022381244227290154,
-0.0780428871512413,
-0.09418602287769318,
-0.016350246965885162,
-0.07554112374782562,
0.003565934719517827,
-0.04748658090829849,
0.065848708152771,
0.04740951582789421,
0.04133564606308937,
0.014372212812304497,
-0.015150451101362705,
-0.11030976474285126,
0.006088926922529936,
0.019686546176671982,
0.05237426608800888,
-0.0027237271424382925,
0.025112098082900047,
0.04373819753527641,
-0.004362116567790508,
0.0398111566901207,
-0.03205209597945213,
-0.021016933023929596,
-0.000983216566964984,
0.04406791925430298,
0.018934421241283417,
0.06578140705823898,
-0.007362021133303642,
0.010930916294455528,
0.04273049533367157,
0.01597699709236622,
0.006916872691363096,
-0.0022779752034693956,
-0.08594763278961182,
0.05370653420686722,
0.012362648732960224,
-0.10023090243339539,
0.04895110800862312,
-0.01154247671365738,
-0.06308355182409286,
-0.04059694707393646,
0.030144382268190384,
-0.007062374614179134,
-0.006525550968945026,
0.04427638277411461,
-0.042392659932374954,
-0.04989827796816826,
-0.06422356516122818,
0.027241727337241173,
-0.007637053728103638,
0.018125727772712708,
-0.05127166211605072,
0.03134117275476456,
0.004464080557227135,
-0.008485992439091206,
-0.02830338664352894,
0.020692579448223114,
-0.0015540478052571416,
-0.00782961305230856,
-0.09070692211389542,
0.018550928682088852,
0.031122038140892982,
-0.054567787796258926,
0.06861840933561325,
-0.0020657917484641075,
0.06722918152809143,
0.01296671200543642,
-0.02583611011505127,
-0.01513934601098299,
-3.983783415715349e-33,
0.07423075288534164,
0.04406200349330902,
0.057814452797174454,
0.03037675842642784,
-0.005516441538929939,
-0.08790282905101776,
0.053143199533224106,
0.04309878125786781,
-0.05444192886352539,
-0.024913975968956947,
-0.01693050004541874,
0.0439860075712204,
-0.09332414716482162,
0.0506269671022892,
-0.04651926830410957,
-0.03506786748766899,
-0.012628655880689621,
-0.015496673062443733,
0.023766091093420982,
0.033805809915065765,
-0.0024215555749833584,
0.039936088025569916,
0.0599854402244091,
-0.026434380561113358,
-0.029197676107287407,
0.03883494436740875,
0.08772385120391846,
-0.09901362657546997,
0.02635967545211315,
0.049832768738269806,
-0.08238667994737625,
-0.0610184371471405,
-0.023917902261018753,
0.005397331900894642,
-0.021065954118967056,
-0.07315600663423538,
-0.04862067103385925,
0.00546114519238472,
0.05082710459828377,
-0.031426120549440384,
-0.016782322898507118,
-0.0010352340759709477,
0.018006356433033943,
-0.03131040930747986,
-0.0206194706261158,
0.003768682247027755,
0.005424242001026869,
0.0015906364424154162,
0.03265304118394852,
-0.035816844552755356,
0.009038461372256279,
-0.030567998066544533,
-0.12785114347934723,
-0.0024591812398284674,
0.032876793295145035,
0.08186670392751694,
0.04843359813094139,
0.0995391234755516,
0.05158242583274841,
0.01905849575996399,
0.03592710569500923,
0.03688930720090866,
0.03172171115875244,
0.00747481407597661,
0.10287205874919891,
-0.052858542650938034,
-0.057514432817697525,
-0.07645045220851898,
0.01152089424431324,
0.010223470628261566,
-0.07176923006772995,
-0.03119545616209507,
0.0097873006016016,
0.014459315687417984,
0.032541077584028244,
0.02095411717891693,
0.04910923168063164,
-0.05777643993496895,
-0.009175269864499569,
0.04574248194694519,
-0.010500761680305004,
-0.07217592000961304,
0.09069554507732391,
-0.035153213888406754,
0.023941785097122192,
-0.05368752405047417,
0.044519152492284775,
-0.04451112821698189,
-0.01558935921639204,
-0.02548336237668991,
0.04352063685655594,
-0.003134944010525942,
0.017003118991851807,
0.04105444252490997,
0.0690578818321228,
2.0740255185305433e-33,
0.039769116789102554,
0.004184040240943432,
-0.028382660821080208,
0.05793651193380356,
-0.02322278544306755,
-0.021850211545825005,
0.01495166402310133,
0.060010310262441635,
0.016868289560079575,
-0.017124898731708527,
-0.02604200877249241,
-0.07535640895366669,
0.08882657438516617,
-0.0041186329908668995,
0.09306471049785614,
-0.05145638808608055,
-0.017636917531490326,
-0.06889339536428452,
0.09433991461992264,
0.07881814241409302,
-0.049061596393585205,
0.09184767305850983,
-0.09391167014837265,
-0.03235405683517456,
-0.020702963694930077,
-0.0350189134478569,
-0.07034946233034134,
0.059431709349155426,
-0.058902665972709656,
0.015296977944672108,
-0.06334568560123444,
0.03793834149837494,
0.00998716987669468,
-0.06109055504202843,
-0.11415432393550873,
0.017372818663716316,
-0.008879980072379112,
-0.033503126353025436,
0.029579197987914085,
0.031218957155942917,
0.07028993219137192,
-0.030478117987513542,
-0.06279212981462479,
-0.054578475654125214,
-0.04482423886656761,
-0.005860321223735809,
-0.11033143848180771,
-0.01731928065419197,
0.018778376281261444,
0.0038054126780480146,
-0.02579529397189617,
0.007824047468602657,
-0.04834261164069176,
-0.09817400574684143,
-0.002477651461958885,
-0.07992527633905411,
0.0390184111893177,
-0.11496070772409439,
0.0488177053630352,
-0.016447072848677635,
-0.14941243827342987,
-0.003252018941566348,
0.06973549723625183,
-0.11990480124950409,
0.00478503480553627,
-0.06550787389278412,
-0.04890435189008713,
0.020548559725284576,
0.06246209517121315,
-0.06221219524741173,
0.03860620781779289,
0.027552809566259384,
0.016025951132178307,
0.045867327600717545,
-0.02914774790406227,
-0.0401056632399559,
-0.01798889972269535,
-0.0022055923473089933,
0.003760577877983451,
-0.07423508167266846,
0.08122275024652481,
0.029937030747532845,
0.04252929612994194,
0.006596798542886972,
0.10531482845544815,
0.10030398517847061,
0.03561719134449959,
0.029052147641777992,
0.0047631822526454926,
0.07501627504825592,
-0.04619034379720688,
0.06953142583370209,
0.04892541468143463,
0.08727169781923294,
-0.011858339421451092,
-2.5714481211025486e-8,
-0.06806213408708572,
-0.012304622679948807,
-0.007871968671679497,
0.01580842398107052,
-0.026805058121681213,
-0.06471970677375793,
-0.012652527540922165,
0.07836072891950607,
-0.09782480448484421,
-0.025255797430872917,
-0.044550228863954544,
0.013545780442655087,
-0.0078435642644763,
0.007408229634165764,
-0.08802684396505356,
0.10429444164037704,
0.02947242185473442,
0.038234587758779526,
-0.010880937799811363,
0.009738040156662464,
0.07295922935009003,
0.08371759206056595,
0.029009338468313217,
-0.0002694616268854588,
-0.007769604213535786,
0.0011354951420798898,
-0.01804039254784584,
-0.003948078956454992,
0.04919040948152542,
-0.041884955018758774,
-0.03918307647109032,
0.013342994265258312,
-0.0062338728457689285,
-0.04496673122048378,
0.054753899574279785,
0.1222323477268219,
0.018833942711353302,
-0.05915609002113342,
-0.039203058928251266,
0.0035762765910476446,
0.1122942864894867,
0.03195169195532799,
-0.11559093743562698,
0.012473627924919128,
0.0518341138958931,
0.032884012907743454,
-0.002830364741384983,
-0.12916769087314606,
0.028986860066652298,
0.008638535626232624,
0.03022228740155697,
-0.02113618329167366,
-0.037447720766067505,
0.010408895090222359,
-0.03144774213433266,
0.09517943114042282,
-0.003272231901064515,
-0.03934667259454727,
-0.01588057354092598,
0.002128379885107279,
0.00461486354470253,
0.135905459523201,
0.06335999816656113,
0.02495836652815342
] | p | One of the easiest libraries to work with pre-trained language models, in my opinion, is the sentence-transformers by UKPLab. | [
"articles",
"articles/neural-search-tutorial"
] | 6,672 |
[
"Neural Search Tutorial - Qdrant",
"Prepare data for neural search"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(15) | [
-0.11847128719091415,
-0.04200170561671257,
-0.021170616149902344,
-0.006056058220565319,
0.04730820655822754,
0.022731786593794823,
-0.11657585203647614,
0.06588395684957504,
0.018634624779224396,
-0.03989524766802788,
0.006248468533158302,
0.06938966363668442,
0.0016607381403446198,
-0.012146015651524067,
-0.03729764372110367,
-0.023610075935721397,
0.020546425133943558,
0.033169981092214584,
-0.04453752562403679,
-0.08784717321395874,
0.021751437336206436,
-0.01786782778799534,
-0.060506269335746765,
-0.08032780885696411,
0.013260453939437866,
-0.044367335736751556,
0.029780514538288116,
0.011195366270840168,
0.05821524187922478,
-0.04562905430793762,
-0.005873370915651321,
0.0053505850955843925,
0.01807047426700592,
0.07133715599775314,
-0.1497102677822113,
-0.02225339226424694,
-0.0031222940888255835,
-0.027137447148561478,
-0.017340004444122314,
0.009474647231400013,
-0.00913860835134983,
-0.040663234889507294,
0.028557106852531433,
-0.015431230887770653,
0.07309038192033768,
-0.008254234679043293,
-0.018143240362405777,
-0.03651653975248337,
0.047963496297597885,
-0.05628114938735962,
-0.02473917044699192,
-0.06188809499144554,
-0.002749518258497119,
0.08309099078178406,
-0.032094210386276245,
0.03306470066308975,
0.025664236396551132,
-0.019876234233379364,
-0.03164844587445259,
-0.01339840330183506,
-0.03993554785847664,
-0.03833756968379021,
-0.08573827147483826,
0.034331757575273514,
-0.014522882178425789,
-0.01841110549867153,
0.01477998960763216,
0.02032930590212345,
0.08178482949733734,
-0.199508398771286,
-0.09635195881128311,
0.02085277996957302,
0.028180338442325592,
0.001585249206982553,
0.04671822115778923,
-0.02661084569990635,
0.08852610737085342,
0.0623432993888855,
0.05966660752892494,
-0.03434488922357559,
0.02003830298781395,
0.039306242018938065,
0.02221519872546196,
-0.009966892190277576,
0.07269810140132904,
0.03569062426686287,
-0.029900724068284035,
-0.004766520578414202,
0.00008678144513396546,
-0.025430388748645782,
0.006387689616531134,
0.007724481634795666,
0.013257710263133049,
-0.01090219710022211,
-0.09139271825551987,
0.05888078361749649,
-0.008043192327022552,
-0.01964826136827469,
-0.037438273429870605,
0.05070299282670021,
0.02791106142103672,
-0.06845039129257202,
0.08847826719284058,
0.025468938052654266,
-0.08085883408784866,
-0.1232985332608223,
0.06627397984266281,
0.06501474976539612,
0.020121891051530838,
-0.04733738303184509,
0.013413522392511368,
0.039764855057001114,
-0.04510486125946045,
-0.08556132763624191,
0.01832987181842327,
0.025250328704714775,
-0.08919603377580643,
0.023390261456370354,
-0.002717719180509448,
-0.0009582156781107187,
-0.03159675374627113,
0.019810717552900314,
0.007360384799540043,
0.018003983423113823,
0.029453914612531662,
-0.02753528766334057,
-0.13277104496955872,
-2.2236799083856365e-33,
-0.014191824942827225,
0.05933063104748726,
0.007173729129135609,
0.017951611429452896,
-0.000810385390650481,
-0.019723381847143173,
0.0026358941104263067,
0.038140326738357544,
0.028752636164426804,
0.015418678522109985,
-0.06871545314788818,
0.10223343223333359,
-0.05444563552737236,
0.11816692352294922,
-0.025210589170455933,
-0.02917415089905262,
-0.09718900173902512,
0.07480999827384949,
0.07316935807466507,
0.05715705826878548,
0.09870093315839767,
-0.07112464308738708,
0.06302900612354279,
-0.010258998721837997,
0.012268324382603168,
0.07005016505718231,
0.025545891374349594,
0.009636122733354568,
-0.002028670161962509,
0.01975579746067524,
-0.03046928532421589,
0.011492161080241203,
-0.0846492126584053,
-0.09689273685216904,
0.04926491901278496,
0.017379580065608025,
-0.02511882223188877,
-0.05793587118387222,
0.00018290062143933028,
-0.05472404509782791,
0.02176669053733349,
-0.003038935363292694,
0.01762889139354229,
-0.01803700625896454,
-0.04922501742839813,
-0.02897116355597973,
0.005341875366866589,
-0.02971552684903145,
0.031642984598875046,
0.04120040312409401,
0.0456695519387722,
-0.021215539425611496,
-0.08425427228212357,
0.026165181770920753,
0.044595252722501755,
0.0856069028377533,
0.039126861840486526,
0.015063123777508736,
0.0635593980550766,
0.04207569733262062,
-0.03768962621688843,
-0.02651037648320198,
-0.03705069050192833,
0.011948321014642715,
0.048353299498558044,
-0.04804854840040207,
0.05501696839928627,
-0.019714094698429108,
0.045132506638765335,
0.07456506043672562,
-0.08209870010614395,
-0.044665947556495667,
-0.00195902306586504,
-0.06990428268909454,
0.029646359384059906,
-0.020774221047759056,
-0.04001852497458458,
0.020110037177801132,
0.006040860898792744,
0.006931294221431017,
-0.0942997932434082,
0.021999891847372055,
0.00010339186701457947,
-0.025104813277721405,
0.04509632661938667,
0.05462111905217171,
0.030786670744419098,
-0.06900571286678314,
-0.023309314623475075,
-0.05592114105820656,
0.048483956605196,
0.05622892454266548,
-0.04297714680433273,
0.0339186005294323,
-0.0032891714945435524,
1.4805895933098928e-33,
0.008357935585081577,
-0.0012528247898444533,
-0.09994456171989441,
0.06011943146586418,
-0.02616678923368454,
-0.03033340908586979,
-0.005063848104327917,
0.0823427140712738,
-0.05804705247282982,
-0.004856102634221315,
0.06196115165948868,
0.02522834949195385,
0.04052979499101639,
-0.03832113370299339,
0.06632636487483978,
-0.0026603618171066046,
-0.05000479146838188,
-0.14770303666591644,
-0.02325327694416046,
-0.039207249879837036,
-0.004417764022946358,
0.06848118454217911,
-0.05280891805887222,
-0.05328892171382904,
-0.0890430212020874,
-0.032832153141498566,
-0.11249116063117981,
0.08158780634403229,
0.0702233612537384,
0.046713851392269135,
-0.014071475714445114,
-0.06557571142911911,
-0.0033563391771167517,
-0.013235011138021946,
-0.022645676508545876,
0.03996524587273598,
0.05656338855624199,
0.04384591057896614,
0.07585570961236954,
0.03402571380138397,
0.0008702744380570948,
-0.055557746440172195,
-0.05114202946424484,
-0.021420905366539955,
-0.06753291189670563,
0.018810484558343887,
0.0169204268604517,
-0.0011299645993858576,
-0.01071067713201046,
0.009169348515570164,
0.07757925242185593,
-0.007553597912192345,
-0.021021271124482155,
-0.058978188782930374,
0.025158746168017387,
-0.06200718507170677,
0.014630542136728764,
-0.008604957722127438,
0.020644506439566612,
0.005654022563248873,
-0.023729927837848663,
-0.04862675443291664,
0.02297334000468254,
-0.07904171198606491,
-0.08579914271831512,
-0.00831007119268179,
-0.006864415481686592,
-0.0010871909325942397,
-0.020146455615758896,
0.10359685122966766,
0.019118856638669968,
0.02518540434539318,
0.056988585740327835,
-0.006592017598450184,
-0.05177740380167961,
-0.06405676901340485,
0.0061156051233410835,
0.012332325801253319,
0.01611492969095707,
-0.049110837280750275,
-0.08292528241872787,
-0.018838386982679367,
0.04705508053302765,
0.05377247929573059,
0.05209578201174736,
0.01465829648077488,
0.06363950669765472,
-0.052062053233385086,
0.05155723914504051,
0.0026911874301731586,
-0.042221248149871826,
0.12593017518520355,
0.045214779675006866,
0.08039185404777527,
-0.0592493936419487,
-2.603378490562136e-8,
-0.06387804448604584,
0.01693868823349476,
0.0330112986266613,
-0.02561090514063835,
-0.035328760743141174,
-0.025467045605182648,
0.030641227960586548,
0.09523490071296692,
-0.03276755288243294,
0.021625516936182976,
0.024142200127243996,
-0.05712858960032463,
-0.04732637107372284,
0.03788454458117485,
0.10301686078310013,
0.10392559319734573,
0.10089310258626938,
0.08738553524017334,
-0.03199762478470802,
-0.025915049016475677,
0.010073630139231682,
0.03181152045726776,
0.019696345552802086,
-0.01961415261030197,
0.12743113934993744,
-0.004345941822975874,
-0.0002456039364915341,
0.06660883873701096,
-0.012400377541780472,
0.007725066039711237,
-0.032399967312812805,
0.03457878902554512,
0.018630972132086754,
-0.0007496056496165693,
0.058551859110593796,
0.1493798792362213,
-0.0007574606570415199,
-0.03619146719574928,
0.0263671875,
-0.04732917994260788,
0.043036673218011856,
0.006763037759810686,
-0.05327368527650833,
0.004084900487214327,
0.014834903180599213,
0.011959809809923172,
0.018685422837734222,
-0.09770374745130539,
-0.009913847781717777,
0.09127014130353928,
0.014627817086875439,
0.0059088533744215965,
-0.047361694276332855,
0.04554050415754318,
-0.03512411564588547,
0.04683559015393257,
0.038634441792964935,
-0.11656634509563446,
0.054606843739748,
0.05776224657893181,
-0.015744278207421303,
0.08865026384592056,
0.014911229722201824,
0.017416849732398987
] | p | It provides a way to conveniently download and use many pre-trained models, mostly based on transformer architecture. | [
"articles",
"articles/neural-search-tutorial"
] | 6,673 |
[
"Neural Search Tutorial - Qdrant",
"Prepare data for neural search"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(15) | [
-0.13152055442333221,
-0.02723565511405468,
0.0073842634446918964,
-0.048528943210840225,
-0.027057858183979988,
0.029959212988615036,
-0.08621548861265182,
0.04644651710987091,
-0.0009986524237319827,
-0.05023425817489624,
-0.02609509602189064,
0.022255683317780495,
0.007036931812763214,
0.060268793255090714,
-0.004554268904030323,
0.0034314855001866817,
0.019167378544807434,
0.06579258292913437,
-0.05926033481955528,
-0.022970126941800117,
0.06405837088823318,
0.04181047901511192,
0.010469219647347927,
-0.09115724265575409,
-0.004780140705406666,
0.06026799976825714,
0.004341169726103544,
-0.09189164638519287,
0.015981772914528847,
-0.009846164844930172,
0.04134726896882057,
0.02979506552219391,
-0.06626614928245544,
0.07932880520820618,
-0.06338059157133102,
0.049171119928359985,
-0.10789956152439117,
-0.05459326133131981,
0.06833428144454956,
-0.06590429693460464,
-0.015410494059324265,
0.027521612122654915,
0.034796327352523804,
-0.011460491456091404,
0.06944060325622559,
0.016657080501317978,
0.02874874323606491,
-0.050823699682950974,
0.01788286678493023,
-0.08373454213142395,
-0.05732760205864906,
-0.04142241179943085,
0.0033208124805241823,
0.14103394746780396,
-0.015566888265311718,
0.10241028666496277,
0.02009185589849949,
-0.04267968609929085,
-0.043069664388895035,
-0.021248890087008476,
-0.01332803349941969,
-0.004090543836355209,
0.003052628366276622,
-0.014169338159263134,
0.009015113115310669,
0.011087024584412575,
0.055425021797418594,
-0.0340748131275177,
0.030550219118595123,
-0.05332207679748535,
0.01984323002398014,
0.023414311930537224,
0.01795126125216484,
0.04476817324757576,
0.0927494615316391,
0.025695694610476494,
0.09600949287414551,
-0.06374537199735641,
0.06567417085170746,
-0.025203578174114227,
0.02902858890593052,
-0.0357041098177433,
-0.0060601611621677876,
0.07129979133605957,
0.08002140372991562,
-0.003111441619694233,
-0.06931579113006592,
-0.040675342082977295,
-0.0402362160384655,
-0.029437262564897537,
-0.013636372052133083,
-0.059923022985458374,
0.017698213458061218,
-0.06490760296583176,
0.023486090824007988,
0.02831551991403103,
-0.016803598031401634,
0.005146813113242388,
-0.033081796020269394,
-0.013876363635063171,
-0.03185552731156349,
-0.01041385531425476,
0.02250373363494873,
-0.02004719153046608,
-0.05413920432329178,
-0.035740483552217484,
0.01324393879622221,
0.06746406108140945,
-0.01321596372872591,
-0.0901821181178093,
-0.020152902230620384,
-0.012117496691644192,
0.05566864833235741,
-0.05143902450799942,
0.06283757835626602,
-0.07806330919265747,
0.010251794941723347,
0.015508764423429966,
-0.045455899089574814,
0.06400498747825623,
-0.01417859923094511,
0.024837644770741463,
-0.09440749138593674,
0.07469054311513901,
0.009611054323613644,
-0.01088857650756836,
-0.0665617510676384,
-1.7550474122532383e-33,
-0.043779145926237106,
0.059828195720911026,
0.04795831814408302,
0.017308935523033142,
-0.043433863669633865,
0.010870177298784256,
0.03529997542500496,
0.05249442532658577,
0.03520718961954117,
-0.010387659072875977,
-0.12837356328964233,
0.08319312334060669,
-0.03659874200820923,
0.06344503909349442,
-0.00013013840361963958,
-0.05775101110339165,
0.023324638605117798,
0.022991150617599487,
-0.004672643728554249,
-0.07223489135503769,
0.019495464861392975,
-0.007268146611750126,
0.03803320601582527,
-0.07510394603013992,
-0.02868013270199299,
-0.054402828216552734,
0.019377272576093674,
-0.07969459891319275,
-0.012282582931220531,
-0.02388860657811165,
-0.0981534868478775,
0.05968790128827095,
-0.11415711045265198,
0.029840931296348572,
0.024461213499307632,
0.02391674369573593,
-0.02158180996775627,
-0.011073892004787922,
-0.047158464789390564,
-0.034652650356292725,
-0.01683037169277668,
0.0577268972992897,
-0.05596045032143593,
-0.01126740500330925,
0.051350150257349014,
-0.006510863080620766,
0.034921012818813324,
-0.02889600768685341,
0.006038862746208906,
-0.031583238393068314,
0.05451216548681259,
0.07834155857563019,
-0.05984208732843399,
-0.02722177654504776,
0.18802590668201447,
0.08241002261638641,
0.04092935472726822,
0.07558085024356842,
0.08822322636842728,
0.05614849925041199,
-0.039601705968379974,
-0.03850112855434418,
0.016819406300783157,
0.02991306595504284,
0.05561188980937004,
0.026135463267564774,
-0.009121125563979149,
-0.01134952250868082,
0.013256779871881008,
0.035949330776929855,
0.041716646403074265,
-0.03736303001642227,
0.015477064065635204,
-0.04226034879684448,
0.05066328123211861,
-0.008614662103354931,
0.05638120323419571,
-0.018743382766842842,
0.007428781129419804,
-0.041157063096761703,
-0.030390791594982147,
-0.021874194964766502,
0.043206799775362015,
0.05311327055096626,
0.08612662553787231,
0.06321755051612854,
0.053388193249702454,
-0.09851758182048798,
-0.03672309219837189,
0.014386371709406376,
-0.022589022293686867,
0.031210171058773994,
-0.037472594529390335,
-0.01192488893866539,
-0.011640175245702267,
1.386815174321518e-33,
-0.07059645652770996,
-0.047760654240846634,
-0.07806650549173355,
0.062117576599121094,
-0.033528607338666916,
-0.020806659013032913,
-0.014117431826889515,
-0.052162569016218185,
-0.01072279829531908,
0.11376596987247467,
0.011141250841319561,
-0.01950184442102909,
0.01969149336218834,
-0.08761417120695114,
0.012800322845578194,
0.02368737757205963,
-0.004704189486801624,
-0.09611155837774277,
0.0702403336763382,
0.024696683511137962,
-0.02835369110107422,
0.17972427606582642,
-0.12316881865262985,
0.0006427850457839668,
-0.10733664780855179,
0.03836542367935181,
-0.11151766031980515,
0.07894035428762436,
0.04703843593597412,
0.015589040704071522,
-0.053186044096946716,
-0.044777076691389084,
-0.035779859870672226,
-0.0063322787173092365,
-0.013713556341826916,
0.03699563816189766,
0.021905411034822464,
-0.007541718892753124,
-0.03874466195702553,
0.02822970040142536,
-0.0639258548617363,
-0.01162693277001381,
-0.05346924439072609,
0.04394053667783737,
-0.03286386653780937,
-0.06877514719963074,
0.0027253362350165844,
-0.015400763601064682,
0.005888660438358784,
0.07785382866859436,
0.06309729814529419,
0.044686488807201385,
-0.11260911077260971,
-0.13446150720119476,
-0.015465662814676762,
-0.004467553924769163,
0.020327702164649963,
-0.007439199835062027,
0.09930454939603806,
-0.02246149815618992,
-0.03568515181541443,
-0.03173011168837547,
0.011126874014735222,
-0.06467906385660172,
-0.035597965121269226,
0.03558478131890297,
0.000003050894974876428,
0.046826932579278946,
0.043880894780159,
0.02753763273358345,
0.08299075812101364,
0.008486531674861908,
0.06331108510494232,
-0.006822573021054268,
-0.04098890721797943,
-0.010245336219668388,
0.035929109901189804,
-0.013429556041955948,
0.03491073474287987,
-0.031061727553606033,
-0.07958348095417023,
-0.015602845698595047,
0.012055469676852226,
0.059494923800230026,
0.049383196979761124,
0.003897024318575859,
-0.006324195768684149,
-0.003838188713416457,
0.0194736048579216,
0.002151723951101303,
-0.01687176153063774,
0.00005545691601582803,
0.021555885672569275,
-0.015020606108009815,
-0.013118317350745201,
-2.534708620771653e-8,
-0.010236889123916626,
0.07174286246299744,
0.04916016384959221,
0.03278214484453201,
0.057222362607717514,
-0.04768550395965576,
0.06619029492139816,
0.08440876752138138,
-0.030445756390690804,
0.0039173271507024765,
0.07675162702798843,
-0.07656747102737427,
0.013644248247146606,
0.08227229118347168,
0.07409696280956268,
0.05729619786143303,
0.02670905366539955,
-0.02994309738278389,
-0.048809632658958435,
0.022158954292535782,
0.0037513759452849627,
0.11086682975292206,
-0.05060030519962311,
0.03860057145357132,
0.057040851563215256,
0.0028292301576584578,
-0.04240696504712105,
-0.054051246494054794,
-0.025838835164904594,
0.03036005236208439,
-0.04276365414261818,
0.023254482075572014,
0.02590225823223591,
-0.013880927115678787,
0.06345736980438232,
0.05400576442480087,
0.08181364834308624,
-0.0497424453496933,
-0.08017602562904358,
-0.03480695188045502,
0.03612720966339111,
0.020942535251379013,
-0.022386765107512474,
0.06632465869188309,
0.004392396658658981,
-0.010475021786987782,
0.0845206156373024,
-0.11373908072710037,
0.009175475686788559,
0.03120582178235054,
0.021541086956858635,
-0.01043721754103899,
-0.07204854488372803,
0.02478867396712303,
0.04420281946659088,
0.009816097095608711,
0.014922857284545898,
-0.11426665633916855,
-0.07598447799682617,
0.04981521889567375,
0.015348589047789574,
0.04849204793572426,
-0.02661447413265705,
-0.03342406824231148
] | p | Transformers is not the only architecture suitable for neural search, but for our task, it is quite enough. | [
"articles",
"articles/neural-search-tutorial"
] | 6,674 |
[
"Neural Search Tutorial - Qdrant",
"Prepare data for neural search"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(16) | [
0.040475282818078995,
-0.03330416604876518,
-0.05369360372424126,
-0.034677620977163315,
-0.002324336674064398,
0.04935608431696892,
-0.19754616916179657,
0.023633981123566628,
-0.053958773612976074,
-0.0012739385711029172,
0.100995734333992,
0.029308022931218147,
-0.059938617050647736,
-0.0381397120654583,
-0.06276901811361313,
0.03575491905212402,
-0.006205116864293814,
0.0324300155043602,
-0.021200578659772873,
0.021806325763463974,
0.03801504522562027,
0.014987695962190628,
-0.028454681858420372,
-0.01872611790895462,
0.014403123408555984,
-0.03050193190574646,
0.0010852620471268892,
0.127309650182724,
0.06942865252494812,
-0.08822713792324066,
0.017098208889365196,
0.08525456488132477,
0.025534983724355698,
0.03540579602122307,
0.08273552358150482,
-0.018245134502649307,
-0.02199971117079258,
0.011867114342749119,
0.005482194013893604,
-0.02239135466516018,
-0.05272109806537628,
-0.024359077215194702,
0.027119865640997887,
-0.06341931223869324,
0.026160268113017082,
-0.04983818158507347,
-0.05930735915899277,
-0.025298669934272766,
0.08693910390138626,
-0.06229295954108238,
0.0870354026556015,
-0.023029891774058342,
-0.06256680935621262,
0.061040572822093964,
-0.035764552652835846,
-0.09661372005939484,
-0.09125564992427826,
-0.09389369189739227,
0.05494500324130058,
0.017485860735177994,
0.006336761172860861,
0.038585834205150604,
0.005926000420004129,
0.07044907659292221,
-0.014632604084908962,
0.010497941635549068,
0.022652436047792435,
-0.016293808817863464,
-0.0395369753241539,
0.016599982976913452,
-0.13105793297290802,
-0.016608139500021935,
0.004574927501380444,
0.01062696985900402,
0.03139059618115425,
-0.0033679911866784096,
0.044003333896398544,
-0.03848728537559509,
0.019228994846343994,
-0.041381459683179855,
-0.04796786233782768,
0.0023207892663776875,
-0.06864544004201889,
0.03832361474633217,
0.010082568973302841,
-0.017017468810081482,
0.007872851565480232,
0.043752141296863556,
0.04428408667445183,
-0.094268299639225,
-0.11882530152797699,
0.07646194845438004,
-0.016196707263588905,
-0.006469590589404106,
-0.12789109349250793,
0.058328598737716675,
0.051278822124004364,
-0.05181464925408363,
0.034143079072237015,
0.08208292722702026,
0.0024276196490973234,
-0.021358663216233253,
0.03494154289364815,
-0.0029906481504440308,
0.06689442694187164,
-0.020542282611131668,
0.06169166415929794,
0.03631005063652992,
-0.0072660367004573345,
-0.08243218809366226,
0.0144719323143363,
0.05900542065501213,
-0.004951995797455311,
0.002582898596301675,
0.0916619598865509,
-0.08130977302789688,
0.02474808692932129,
-0.00010661084525054321,
0.016646262258291245,
-0.028139548376202583,
0.006449737120419741,
-0.050851788371801376,
-0.006439676973968744,
0.011092351749539375,
0.026649542152881622,
0.05464059114456177,
-0.044467758387327194,
4.893283598755708e-34,
0.04044334962964058,
0.06263662874698639,
0.059175845235586166,
0.011154771782457829,
0.007149912416934967,
0.06860819458961487,
-0.009935794398188591,
-0.010038155131042004,
-0.030188679695129395,
0.03628617525100708,
-0.04842841252684593,
-0.052372053265571594,
-0.06345678865909576,
0.007182694505900145,
0.08827003091573715,
-0.05219465121626854,
0.03250444307923317,
0.015750590711832047,
0.00722536351531744,
0.017787838354706764,
-0.010928566567599773,
-0.04811268672347069,
0.010063624009490013,
-0.09162808209657669,
0.13827478885650635,
0.0976056456565857,
0.15415522456169128,
-0.06297001242637634,
-0.04171453043818474,
0.016727104783058167,
0.033438436686992645,
0.03310059383511543,
-0.05201951414346695,
0.04684259742498398,
-0.012506525032222271,
0.013808324933052063,
-0.1003214418888092,
0.04959016293287277,
0.006053365301340818,
-0.014319262467324734,
0.07350722700357437,
0.033722929656505585,
-0.07799796760082245,
-0.05680181458592415,
-0.020297512412071228,
-0.021966220811009407,
0.10601051896810532,
0.06463181227445602,
0.05870671197772026,
-0.05251898244023323,
-0.012325599789619446,
-0.013959692791104317,
-0.07743379473686218,
-0.02472592517733574,
-0.029872791841626167,
0.00462388526648283,
-0.013312910683453083,
0.024970877915620804,
-0.0031045975629240274,
0.019460957497358322,
-0.0035755992867052555,
-0.019453920423984528,
-0.001042742282152176,
-0.020320886746048927,
0.05875541269779205,
0.008019888773560524,
-0.00454056728631258,
-0.12099999934434891,
-0.032207805663347244,
0.02199668064713478,
-0.06586764752864838,
-0.01579403318464756,
0.1327277421951294,
0.007217032834887505,
0.07345295697450638,
-0.004877937491983175,
0.0173836387693882,
-0.06600868701934814,
0.000014297277630248573,
-0.04754628241062164,
-0.057989396154880524,
0.05005734786391258,
-0.026048483327031136,
-0.03791869059205055,
-0.007989638485014439,
-0.0481153205037117,
-0.008816390298306942,
-0.06139682978391647,
-0.0942637249827385,
-0.05599477142095566,
-0.021271759644150734,
-0.01363492663949728,
-0.03480014577507973,
0.0007200065883807838,
0.010302058421075344,
-4.7981562592379334e-34,
0.008112040348351002,
-0.01070698257535696,
0.07220126688480377,
0.03797958046197891,
0.0064151049591600895,
-0.028036613017320633,
0.07647289335727692,
0.05894812196493149,
-0.039855632930994034,
0.05544900894165039,
0.10866522043943405,
-0.0015864032320678234,
-0.011265600100159645,
-0.027964206412434578,
0.06328071653842926,
0.10335412621498108,
0.02587122656404972,
-0.13698598742485046,
0.14477196335792542,
-0.0014291309053078294,
-0.017049511894583702,
0.08706686645746231,
-0.0750381126999855,
0.007430852856487036,
0.048500750213861465,
0.007848871871829033,
0.019089072942733765,
0.005581735633313656,
-0.0039047948084771633,
-0.05220882222056389,
-0.04364350810647011,
-0.01868613064289093,
-0.02295321226119995,
0.010567829944193363,
-0.03646950051188469,
0.010006745345890522,
-0.0004510507278610021,
-0.017733551561832428,
0.010069016367197037,
0.05986993759870529,
-0.006110874004662037,
0.019752008840441704,
-0.014499065466225147,
-0.020013630390167236,
0.0007989609730429947,
-0.08249594271183014,
0.08017691969871521,
-0.05040430277585983,
-0.031155381351709366,
0.0109937135130167,
0.016857009381055832,
-0.06958761066198349,
-0.044578325003385544,
0.05934545025229454,
0.013518569059669971,
-0.0009218361810781062,
0.029293140396475792,
-0.05794306471943855,
0.024342317134141922,
-0.03291376307606697,
0.02807811088860035,
-0.08904970437288284,
-0.027156125754117966,
-0.005417270585894585,
-0.05671810358762741,
0.000628046749625355,
0.03361096605658531,
-0.027709778398275375,
-0.02222246117889881,
0.019115768373012543,
0.13068503141403198,
0.04362853989005089,
0.06877405196428299,
-0.00353820133022964,
0.021292047575116158,
-0.1247212365269661,
0.003231462324038148,
0.026918431743979454,
0.03824995458126068,
-0.037201475352048874,
-0.03801732137799263,
-0.028663523495197296,
0.03533331677317619,
0.02205914445221424,
-0.015933291986584663,
-0.042061518877744675,
0.015169459395110607,
0.08281957358121872,
0.023452317342162132,
0.05101379007101059,
-0.07182102650403976,
0.056168559938669205,
0.09614764153957367,
-0.03449607640504837,
-0.04886063188314438,
-2.1125339699779033e-8,
-0.007429930847138166,
-0.09993134438991547,
0.03257960081100464,
-0.0041014282032847404,
0.001651052269153297,
-0.04635944962501526,
-0.005114460363984108,
0.04637344181537628,
-0.019995704293251038,
-0.05837119743227959,
0.059866856783628464,
-0.028174564242362976,
0.04307860508561134,
0.013507687486708164,
-0.012676223181188107,
0.04038913920521736,
0.04551719129085541,
0.07346240431070328,
-0.05855929106473923,
0.03178887069225311,
-0.030505230650305748,
0.040659528225660324,
0.004133721813559532,
-0.007508719805628061,
0.07065203785896301,
-0.049193184822797775,
-0.03872004523873329,
0.019791942089796066,
0.039964281022548676,
-0.07548683881759644,
-0.0691872388124466,
0.05025458335876465,
-0.017119327560067177,
-0.02845575660467148,
-0.03015192225575447,
0.09832368046045303,
-0.043381303548812866,
0.02848852053284645,
-0.01759299449622631,
0.035169996321201324,
0.05134487897157669,
-0.005935147870332003,
-0.08890340477228165,
-0.019385790452361107,
0.09279041737318039,
0.05548353120684624,
-0.01881706342101097,
-0.1462070494890213,
0.022713612765073776,
0.02668428048491478,
0.03178422525525093,
0.0006935058045201004,
0.009829607792198658,
0.0332491435110569,
-0.005056123714894056,
-0.02481573447585106,
0.0207240991294384,
-0.029658295214176178,
0.03597018122673035,
-0.055624108761548996,
0.02371649630367756,
0.03973102569580078,
-0.010901660658419132,
0.02665749378502369
] | p | We will use a model called all-MiniLM-L6-v2. | [
"articles",
"articles/neural-search-tutorial"
] | 6,675 |
[
"Neural Search Tutorial - Qdrant",
"Prepare data for neural search"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(16) | [
-0.016643254086375237,
0.04025503993034363,
-0.06148935481905937,
-0.013099027797579765,
-0.015906738117337227,
-0.040082164108753204,
0.00523522449657321,
0.0800633653998375,
-0.0036222191993147135,
-0.02521398477256298,
0.02250687964260578,
0.059812333434820175,
-0.013686473481357098,
-0.013479240238666534,
0.031348370015621185,
-0.07024339586496353,
0.042655374854803085,
-0.0694352313876152,
0.03371202573180199,
-0.047671034932136536,
-0.013459996320307255,
0.032346248626708984,
-0.04235168918967247,
-0.017931856215000153,
-0.10900966078042984,
-0.017353344708681107,
0.01079076062887907,
0.021106883883476257,
0.026565667241811752,
-0.1229477971792221,
-0.07009433209896088,
0.13482801616191864,
-0.057522982358932495,
0.03370063379406929,
-0.048247650265693665,
-0.013458408415317535,
-0.050349440425634384,
0.03135872259736061,
-0.007658078335225582,
0.06947867572307587,
0.0029174780938774347,
0.016824834048748016,
0.1395459771156311,
0.0795496329665184,
0.025428717955946922,
-0.04834242910146713,
-0.09471728652715683,
-0.032862454652786255,
0.015261918306350708,
-0.04526306316256523,
0.07362019270658493,
-0.07691576331853867,
0.020698580890893936,
0.05810120701789856,
0.014300218783318996,
-0.011287087574601173,
-0.00728796748444438,
-0.029084354639053345,
-0.01037681009620428,
-0.04283890873193741,
0.019717738032341003,
-0.008852023631334305,
-0.0950782373547554,
0.0059437938034534454,
0.049555353820323944,
-0.019077427685260773,
-0.0333426371216774,
-0.15856249630451202,
-0.013669771142303944,
-0.026922667399048805,
-0.030933717265725136,
-0.046478789299726486,
0.029583055526018143,
0.005765577778220177,
0.06254434585571289,
-0.0005864035338163376,
0.054786212742328644,
-0.02976326458156109,
0.07227397710084915,
0.08223111927509308,
-0.03798943758010864,
-0.04988488554954529,
-0.05504164472222328,
-0.12081895768642426,
0.031483009457588196,
-0.02941231057047844,
0.06176799535751343,
-0.10127250850200653,
0.0804823562502861,
0.008530896157026291,
-0.017872998490929604,
0.10056675970554352,
-0.08027144521474838,
-0.08389972150325775,
-0.02459925413131714,
0.06700590997934341,
0.025477059185504913,
0.03573499992489815,
0.014018879272043705,
0.04130769893527031,
0.06633850932121277,
-0.00868952739983797,
0.14972195029258728,
0.0071333302184939384,
-0.02276756428182125,
-0.05224800854921341,
0.06484370678663254,
0.035196661949157715,
-0.01087348721921444,
-0.06873910129070282,
-0.04816475883126259,
0.06500323861837387,
0.031418416649103165,
-0.025614667683839798,
-0.011175544001162052,
-0.1142239049077034,
-0.08556601405143738,
0.004621822852641344,
0.0013467447133734822,
0.06663746386766434,
0.024191180244088173,
0.029240988194942474,
-0.029182733967900276,
-0.002939075930044055,
-0.04991903528571129,
0.045762449502944946,
-0.07231210172176361,
-2.8716320473550592e-33,
-0.022951748222112656,
0.048171818256378174,
0.013412860222160816,
-0.05028615519404411,
-0.0038633442018181086,
0.01877216435968876,
-0.013046972453594208,
0.04263313487172127,
0.04470935836434364,
0.049206048250198364,
-0.04736371710896492,
0.08711829036474228,
-0.0495123565196991,
0.012370097450911999,
0.08192501217126846,
-0.045743297785520554,
-0.016772985458374023,
0.05251200124621391,
-0.016400247812271118,
-0.001586063182912767,
0.03130965307354927,
-0.05483217164874077,
0.018883109092712402,
-0.0014599025016650558,
0.03450294956564903,
0.03796805813908577,
0.07204999774694443,
0.019371695816516876,
-0.08428654819726944,
0.05381505563855171,
0.08381658047437668,
0.03893429785966873,
-0.09502312541007996,
0.0280455369502306,
0.009403381496667862,
0.008337206207215786,
-0.04057834669947624,
0.0548756904900074,
0.054009754210710526,
0.02238466963171959,
-0.049334876239299774,
0.015975695103406906,
0.010328833945095539,
0.004421937745064497,
-0.04726839438080788,
0.017602307721972466,
-0.042009055614471436,
0.04612797871232033,
-0.044175006449222565,
-0.025221558287739754,
-0.0030464823357760906,
-0.02493187040090561,
0.005702638067305088,
0.023756906390190125,
0.03659703955054283,
0.06753106415271759,
0.06305528432130814,
-0.02232351526618004,
-0.03445640951395035,
0.058026716113090515,
0.012314344756305218,
0.03171040117740631,
-0.04762586951255798,
-0.07276403903961182,
-0.0064752972684800625,
0.041691530495882034,
0.04673870652914047,
-0.11963775753974915,
-0.004847648087888956,
0.04990379512310028,
-0.002432191511616111,
-0.011951160617172718,
0.03370979428291321,
0.08443454653024673,
-0.04655856639146805,
-0.08891284465789795,
0.05731312185525894,
-0.026004333049058914,
0.037606023252010345,
-0.040288377553224564,
-0.04452962800860405,
0.08107098937034607,
-0.03885176032781601,
-0.019938748329877853,
-0.0018721641972661018,
-0.061255332082509995,
-0.021609023213386536,
-0.09564843028783798,
-0.0707746371626854,
-0.015717629343271255,
-0.02517920359969139,
0.07246053218841553,
0.06734997034072876,
0.01536205317825079,
-0.05182342603802681,
2.344479585347889e-33,
-0.03577722609043121,
-0.04564698040485382,
-0.0008867850410751998,
0.13917750120162964,
0.05014701932668686,
0.0005523094441741705,
-0.03448290750384331,
-0.0007874997681938112,
0.05470023304224014,
0.05732428655028343,
0.04405834898352623,
0.03752344101667404,
-0.02255902625620365,
0.016411984339356422,
0.06923661381006241,
0.06866195052862167,
-0.03915301710367203,
-0.1588972806930542,
-0.027071617543697357,
0.0160601194947958,
0.09013571590185165,
-0.03459245339035988,
-0.09428071230649948,
-0.001447860850021243,
-0.04628613218665123,
-0.022895796224474907,
-0.11880636215209961,
-0.03764535114169121,
0.014343892224133015,
0.09980334341526031,
-0.09129934757947922,
-0.08019544929265976,
0.10383668541908264,
0.06798464059829712,
-0.09174272418022156,
-0.005841374397277832,
0.13863638043403625,
0.03223438560962677,
0.031154004856944084,
0.006025494541972876,
-0.007554296869784594,
-0.028940284624695778,
-0.01255726907402277,
0.059480153024196625,
-0.02901383861899376,
-0.038945019245147705,
0.06822504848241806,
-0.022919071838259697,
-0.04185677319765091,
-0.006186702288687229,
-0.04658003896474838,
-0.035060323774814606,
0.05254354700446129,
0.035160988569259644,
-0.08028923720121384,
0.022105220705270767,
0.013265248388051987,
-0.04435141384601593,
-0.02597091719508171,
0.009060417301952839,
0.03234938904643059,
-0.07168161869049072,
0.029971256852149963,
-0.05264842510223389,
-0.024607334285974503,
0.02436770685017109,
0.027916572988033295,
-0.07857383042573929,
-0.026080556213855743,
0.023497367277741432,
0.04043833166360855,
0.039834488183259964,
0.004562155809253454,
-0.016313795000314713,
-0.03703129664063454,
-0.051563408225774765,
0.06432269513607025,
-0.023039720952510834,
0.022563964128494263,
0.049273934215307236,
0.01121985912322998,
-0.020433951169252396,
-0.044569678604602814,
-0.008674809709191322,
0.011783194728195667,
-0.027550244703888893,
0.059437356889247894,
0.07575779408216476,
-0.0835997685790062,
0.05229556933045387,
0.023797033354640007,
0.03061128966510296,
0.032999880611896515,
0.0774444192647934,
0.002468561287969351,
-2.36999841973784e-8,
-0.02689986489713192,
-0.05339987948536873,
0.03700999915599823,
0.028866173699498177,
-0.01578768715262413,
-0.051908835768699646,
0.05939370021224022,
-0.02312261424958706,
0.021961862221360207,
-0.0026631790678948164,
0.021170854568481445,
0.018653858453035355,
-0.012276973575353622,
0.05264592915773392,
0.06549639999866486,
0.060905177146196365,
-0.008958214893937111,
0.09575610607862473,
-0.07648790627717972,
0.05680713802576065,
-0.034355517476797104,
0.05273621901869774,
0.009378298185765743,
-0.07756958156824112,
0.011894895695149899,
0.025294000282883644,
-0.06940391659736633,
0.06410102546215057,
-0.021996265277266502,
0.027767686173319817,
-0.06250869482755661,
0.08385089039802551,
-0.009474446065723896,
-0.00044000803609378636,
-0.03153121471405029,
0.05016548931598663,
0.004481681156903505,
0.013149578124284744,
0.07591965049505234,
0.02668595500290394,
0.02785000577569008,
-0.012653362937271595,
-0.0686676949262619,
0.039071086794137955,
0.06655151396989822,
0.007168197073042393,
-0.0006753449561074376,
-0.03656956925988197,
-0.0078554293140769,
0.08394905924797058,
-0.011101672425866127,
-0.00012313041952438653,
-0.0037495961878448725,
0.034197863191366196,
-0.05052007734775543,
0.042855553328990936,
0.011717061512172222,
-0.06032455340027809,
-0.011335931718349457,
0.0021214785519987345,
-0.04229269176721573,
-0.03789886087179184,
0.011531834490597248,
0.038220301270484924
] | p | This model is an all-round model tuned for many use-cases. | [
"articles",
"articles/neural-search-tutorial"
] | 6,676 |
[
"Neural Search Tutorial - Qdrant",
"Prepare data for neural search"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(16) | [
-0.00787996593862772,
-0.054684534668922424,
0.007807619404047728,
0.00267721782438457,
0.030447689816355705,
0.056459832936525345,
-0.0006685780826956034,
-0.07306122779846191,
-0.017763491719961166,
-0.06683135777711868,
-0.04392514005303383,
-0.04169866442680359,
0.007614530622959137,
-0.01675696298480034,
-0.03140693157911301,
0.034104399383068085,
0.010821167379617691,
-0.00346818077377975,
-0.08011210709810257,
-0.049382757395505905,
-0.04645193740725517,
0.02330988086760044,
0.034730214625597,
0.01899966225028038,
-0.03532089665532112,
0.01224079541862011,
0.06096479296684265,
-0.07853998243808746,
-0.007799419574439526,
-0.07892921566963196,
0.0417165644466877,
0.0358615480363369,
0.0023666187189519405,
0.06036882475018501,
-0.030379904434084892,
0.09768937528133392,
-0.031077822670340538,
-0.002686076331883669,
0.04368387162685394,
0.009933528490364552,
0.053872931748628616,
0.02358446829020977,
0.01405910961329937,
0.02816622518002987,
0.0585462786257267,
0.015071844682097435,
-0.024723250418901443,
-0.04186708480119705,
0.049743011593818665,
0.031021401286125183,
-0.10126159340143204,
-0.03988267108798027,
0.015273303724825382,
0.03067530132830143,
0.0024486857000738382,
-0.042823437601327896,
0.010250454768538475,
-0.03886046260595322,
-0.026509655639529228,
0.018439453095197678,
-0.0016892761923372746,
-0.06190478801727295,
-0.02796413004398346,
0.0039631277322769165,
0.012500758282840252,
-0.003947191871702671,
0.0031883595511317253,
0.05994468554854393,
0.04643580690026283,
-0.1105269342660904,
-0.013903061859309673,
0.09530040621757507,
-0.023649713024497032,
0.08094770461320877,
0.029466742649674416,
0.0750812366604805,
0.007601615972816944,
-0.009754442609846592,
0.03749057278037071,
-0.06631532311439514,
0.00440619932487607,
-0.04845091700553894,
0.03241343051195145,
-0.02867436595261097,
0.12402123957872391,
-0.097459577023983,
-0.014545534737408161,
0.038462985306978226,
-0.03625336289405823,
0.055183373391628265,
-0.11412903666496277,
0.014297288842499256,
0.0836213231086731,
-0.0418231338262558,
-0.055339016020298004,
0.11541475355625153,
0.02193138189613819,
-0.016989029943943024,
0.07499400526285172,
0.08191685378551483,
-0.018830640241503716,
0.038240041583776474,
0.04173782467842102,
0.07498261332511902,
-0.048813652247190475,
-0.04652610793709755,
0.018655389547348022,
-0.01687483675777912,
0.06488559395074844,
-0.09515389800071716,
0.026303289458155632,
-0.02292846329510212,
-0.06966416537761688,
-0.009301580488681793,
0.054686881601810455,
0.02241959050297737,
-0.08169761300086975,
0.0658983439207077,
-0.04246820881962776,
0.1098683625459671,
-0.06507529318332672,
-0.050668176263570786,
-0.005071362014859915,
-0.029170777648687363,
0.013005242682993412,
-0.02644522301852703,
-0.05457918718457222,
-5.717318914006555e-34,
0.0660628005862236,
0.04727442190051079,
0.04420416057109833,
0.061936452984809875,
-0.021163618192076683,
-0.05245983228087425,
-0.010038270615041256,
-0.0008244674536399543,
-0.10031822323799133,
0.023404240608215332,
-0.05523054674267769,
0.06207961589097977,
0.015773234888911247,
0.08767398446798325,
0.01970888301730156,
-0.005558928474783897,
-0.06978408992290497,
0.05150697007775307,
-0.039463866502046585,
-0.020839152857661247,
0.10163253545761108,
0.006712113041430712,
-0.03034365177154541,
-0.030721236020326614,
-0.016936862841248512,
-0.0376056507229805,
-0.006022342946380377,
0.06079304590821266,
-0.00018671892757993191,
0.008048494346439838,
-0.02500283718109131,
0.04182029142975807,
-0.005908398889005184,
0.02397611364722252,
0.05657677352428436,
-0.028464196249842644,
-0.024016205221414566,
-0.034534282982349396,
0.058377400040626526,
0.0005772855947725475,
0.036028482019901276,
0.0109584741294384,
0.04145921766757965,
-0.058289963752031326,
-0.040570300072431564,
0.04170047119259834,
0.05433362349867821,
0.037049949169158936,
-0.09682723134756088,
0.012385571375489235,
-0.016336511820554733,
0.007574497722089291,
-0.044840846210718155,
0.008526282384991646,
0.022481467574834824,
0.02287374623119831,
-0.008001329377293587,
0.06687390804290771,
0.03704564645886421,
0.02174455113708973,
0.01609290950000286,
-0.017875520512461662,
0.006527390796691179,
0.05769496038556099,
0.04391121864318848,
0.04334590956568718,
-0.025931069627404213,
0.01366269402205944,
0.06333433836698532,
0.04817924275994301,
-0.038042157888412476,
-0.041780948638916016,
-0.009428157471120358,
-0.11656756699085236,
-0.0071090999990701675,
-0.07575903832912445,
0.04572753980755806,
-0.011023493483662605,
-0.036907900124788284,
0.0360497310757637,
-0.05334370210766792,
0.03305013105273247,
-0.030374716967344284,
-0.004176571033895016,
-0.008053925819694996,
0.020432088524103165,
-0.0029416901525110006,
-0.07988691329956055,
-0.02137613669037819,
0.09097252786159515,
-0.05388069152832031,
-0.00843783374875784,
-0.011798637919127941,
-0.12086241692304611,
0.029006047174334526,
-1.0895611220023704e-34,
-0.04748838394880295,
0.08662252128124237,
-0.010019215755164623,
0.04302956908941269,
0.03366741165518761,
-0.010480804368853569,
0.012470738030970097,
0.05630706250667572,
-0.08115166425704956,
0.08762052655220032,
0.006489659659564495,
-0.04045414924621582,
0.08723797649145126,
-0.08938246220350266,
-0.08468587696552277,
-0.03451169654726982,
0.05011956766247749,
0.08518896996974945,
0.03266118839383125,
0.0021170165855437517,
0.018112117424607277,
0.018153630197048187,
0.041604187339544296,
0.06360592693090439,
-0.008928985334932804,
0.07899268716573715,
-0.0453282967209816,
0.050865963101387024,
-0.006180013995617628,
0.023504357784986496,
-0.04088491573929787,
-0.02842744253575802,
-0.09194652736186981,
-0.004238576628267765,
-0.08511927723884583,
0.061504825949668884,
0.0957259088754654,
-0.0065772803500294685,
0.01235917303711176,
0.09002471715211868,
0.02619459107518196,
-0.03901263326406479,
-0.13018697500228882,
0.05426103249192238,
-0.030657298862934113,
-0.04031828045845032,
-0.08833074569702148,
-0.011960682459175587,
-0.05960261449217796,
-0.0113834822550416,
-0.029111362993717194,
0.010763352736830711,
-0.07911065220832825,
-0.07095254212617874,
0.0006090026581659913,
-0.08783826231956482,
0.022590667009353638,
0.03497613966464996,
0.00276620639488101,
0.0006824487936682999,
-0.05371331050992012,
0.011509181000292301,
-0.01628567837178707,
0.12274078279733658,
0.009698118083178997,
-0.05096748471260071,
-0.013958639465272427,
0.009904823265969753,
-0.03621530905365944,
0.04192797467112541,
0.041496969759464264,
-0.03129546344280243,
0.02164350636303425,
0.011116907000541687,
-0.07312128692865372,
-0.03108510747551918,
-0.07412159442901611,
-0.07410397380590439,
0.029999900609254837,
0.06221756711602211,
0.05108298733830452,
-0.037370163947343826,
0.07024921476840973,
0.06348142772912979,
0.0792546346783638,
0.18345177173614502,
0.008023095317184925,
0.04672935605049133,
-0.015112152323126793,
-0.029725611209869385,
-0.007687049452215433,
-0.006580376531928778,
0.043815769255161285,
-0.03351181745529175,
-0.06489173322916031,
-2.0211633255939887e-8,
-0.04693939536809921,
0.0556851327419281,
0.014936544932425022,
0.00903236772865057,
-0.02766367606818676,
-0.0003815932141151279,
-0.08978084474802017,
0.1363389641046524,
-0.012275475077331066,
0.07487225532531738,
0.05671733617782593,
-0.015131042338907719,
-0.013801421970129013,
0.0783749595284462,
0.12776632606983185,
-0.009279297664761543,
-0.04169163107872009,
0.03329039365053177,
-0.05013151466846466,
0.085877425968647,
0.047655750066041946,
0.011045718565583229,
0.05357656627893448,
0.04718468710780144,
0.09804288297891617,
-0.08411744236946106,
0.0020575635135173798,
0.062164559960365295,
-0.020707832649350166,
0.03730913996696472,
-0.09354083985090256,
-0.0941673219203949,
-0.049608226865530014,
-0.03172415867447853,
0.03828185424208641,
0.021394887939095497,
-0.07705201208591461,
0.010698722675442696,
-0.01812150701880455,
-0.0381513275206089,
-0.10638505965471268,
0.013519726693630219,
-0.02541567198932171,
0.04207705333828926,
-0.009855902753770351,
0.015637826174497604,
-0.023203188553452492,
-0.0026123174466192722,
-0.020351069048047066,
-0.014468261040747166,
-0.0430324450135231,
0.00862223468720913,
0.031365107744932175,
-0.0022249682806432247,
0.06352190673351288,
-0.002300733234733343,
-0.07578983157873154,
-0.08613137155771255,
0.03928909823298454,
0.013256808742880821,
-0.02876940369606018,
-0.06777213513851166,
-0.053781334310770035,
-0.07884463667869568
] | p | Trained on a large and diverse dataset of over 1 billion training pairs. | [
"articles",
"articles/neural-search-tutorial"
] | 6,677 |
[
"Neural Search Tutorial - Qdrant",
"Prepare data for neural search"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(16) | [
-0.015650590881705284,
-0.002000231994315982,
-0.07182331383228302,
0.008840584196150303,
0.04485740885138512,
0.022025128826498985,
-0.03606199100613594,
0.05000608414411545,
0.06066488102078438,
0.0068167392164468765,
0.011643807403743267,
0.08092022687196732,
-0.06653479486703873,
-0.009375189431011677,
-0.05956963822245598,
0.027560796588659286,
0.10186795145273209,
0.003126448718830943,
-0.03679381310939789,
-0.08082003146409988,
0.016395188868045807,
-0.010996339842677116,
0.0007745408220216632,
-0.053806908428668976,
0.031234489753842354,
-0.025977464392781258,
-0.08465328067541122,
-0.017566831782460213,
0.056488458067178726,
-0.037039000540971756,
0.0635366439819336,
0.09893495589494705,
0.09505622833967209,
-0.00026705191703513265,
-0.09187790751457214,
0.01818547584116459,
0.0011974767548963428,
0.019111735746264458,
0.0065580103546381,
0.020800946280360222,
-0.03428405150771141,
0.03398441523313522,
-0.02759576588869095,
0.0320357047021389,
0.05335060507059097,
0.04473953694105148,
-0.017797471955418587,
-0.025558434426784515,
0.007490196265280247,
-0.04580122232437134,
-0.06908074766397476,
0.015740860253572464,
-0.05234735459089279,
0.008555162698030472,
-0.0018859602278098464,
0.04930641129612923,
-0.05223200470209122,
-0.004825929179787636,
-0.0184040367603302,
-0.008712593466043472,
-0.009054131805896759,
-0.0984913632273674,
-0.01530524529516697,
0.06774445623159409,
0.09388700127601624,
-0.06600788235664368,
0.07611598074436188,
-0.05683348327875137,
0.0810157060623169,
-0.06591528654098511,
-0.020094076171517372,
0.05449482053518295,
-0.0297992005944252,
0.08207396417856216,
-0.022395210340619087,
-0.01020293403416872,
0.03422554209828377,
-0.04627525806427002,
0.08477149903774261,
-0.046477582305669785,
0.01838632859289646,
-0.027038417756557465,
0.020327631384134293,
-0.013334330171346664,
0.12619061768054962,
0.010645284317433834,
-0.045751363039016724,
-0.04002682492136955,
-0.04042893648147583,
-0.013200050219893456,
0.07076526433229446,
-0.041664473712444305,
-0.03152391314506531,
-0.015155822969973087,
-0.06036928668618202,
0.004419822711497545,
0.025127476081252098,
-0.011920452117919922,
-0.0352826751768589,
0.044913001358509064,
0.0762137696146965,
0.023904165253043175,
0.04515857249498367,
0.0018029124476015568,
-0.046134211122989655,
-0.13721948862075806,
0.13928605616092682,
0.06346844136714935,
0.012307321652770042,
-0.03886275738477707,
0.013067798689007759,
0.060285426676273346,
0.002384374151006341,
0.002024807734414935,
-0.031319890171289444,
0.005683885887265205,
-0.030253170058131218,
0.010217084549367428,
0.0655910074710846,
0.049231790006160736,
-0.04385300353169441,
-0.04181787371635437,
-0.03537062928080559,
-0.034361332654953,
0.018634282052516937,
-0.006521234754472971,
-0.14216195046901703,
5.8271913607874566e-34,
-0.028187956660985947,
0.011421564035117626,
-0.0021254345774650574,
-0.07739082723855972,
-0.0395621694624424,
0.022778622806072235,
-0.049820300191640854,
-0.039797425270080566,
-0.03430571034550667,
-0.026465971022844315,
-0.009004897437989712,
-0.020085107535123825,
0.010197634808719158,
0.11872874945402145,
0.07405543327331543,
-0.04591818526387215,
-0.10854815691709518,
0.12392836809158325,
0.006061101797968149,
-0.028923312202095985,
0.07925709336996078,
-0.024472223594784737,
0.03588239476084709,
-0.0649404302239418,
0.02070101723074913,
0.04155021905899048,
0.05900025740265846,
-0.004600420594215393,
0.04961458966135979,
0.03585788607597351,
-0.08887894451618195,
-0.0007705639000050724,
-0.12475752830505371,
-0.02636594884097576,
0.0774393156170845,
0.019415851682424545,
-0.03514193743467331,
-0.11530078947544098,
0.038174934685230255,
-0.007065254263579845,
-0.005957933142781258,
0.02202252298593521,
0.09098543226718903,
-0.09805217385292053,
-0.06142904981970787,
-0.06972979754209518,
-0.03915146365761757,
0.011240575462579727,
-0.03630615770816803,
0.05436844006180763,
0.05525129288434982,
-0.020433876663446426,
-0.023433873429894447,
0.009748258627951145,
0.06865708529949188,
0.040864247828722,
0.02445555478334427,
-0.009810240007936954,
0.04236913099884987,
0.0918017253279686,
-0.057307615876197815,
-0.03203727677464485,
-0.04497585818171501,
0.03959878161549568,
0.034303177148103714,
0.06188571825623512,
-0.057972896844148636,
0.02123873308300972,
0.03520901873707771,
0.06115188077092171,
-0.009987079538404942,
-0.06878376007080078,
0.04696334898471832,
-0.07191150635480881,
0.03003295697271824,
-0.0023839473724365234,
0.018201027065515518,
-0.000984312267974019,
0.004997630137950182,
-0.010382216423749924,
-0.056711066514253616,
-0.014601419679820538,
-0.044911134988069534,
0.005557219032198191,
-0.036678247153759,
-0.04134467616677284,
0.03361891210079193,
-0.02167152799665928,
-0.05666060745716095,
-0.020156050100922585,
0.008410998620092869,
-0.001023228163830936,
-0.04351674020290375,
0.007535475306212902,
-0.08980134129524231,
-2.8882412774369493e-34,
-0.04351978749036789,
-0.06912200897932053,
-0.004265788476914167,
0.14610931277275085,
-0.08060208708047867,
-0.03951821103692055,
0.033800158649683,
-0.055133286863565445,
-0.053472042083740234,
-0.09396646916866302,
0.009232028387486935,
0.00582728860899806,
0.053842246532440186,
0.006641152314841747,
0.04686948284506798,
0.023466510698199272,
-0.008002983406186104,
-0.07860144972801208,
-0.014797481708228588,
-0.019506601616740227,
0.04332504794001579,
0.09023784846067429,
0.002739707473665476,
-0.02768612466752529,
-0.02073538862168789,
-0.0043828245252370834,
-0.1272379755973816,
-0.005173157900571823,
-0.017469990998506546,
-0.002817576751112938,
-0.04373394697904587,
-0.006509303580969572,
-0.07889600098133087,
-0.03299468010663986,
0.004204584751278162,
0.05479055270552635,
0.06492070853710175,
0.014561152085661888,
-0.04193274304270744,
0.011260241270065308,
0.06353496015071869,
0.05015338584780693,
-0.015105148777365685,
-0.02237517200410366,
-0.00795907061547041,
0.11561493575572968,
-0.035463444888591766,
0.010395770892500877,
0.06082208827137947,
0.06261929869651794,
0.0533287450671196,
0.01413432415574789,
0.05320721119642258,
0.02800721488893032,
0.0035911472514271736,
-0.08227571845054626,
-0.06330931186676025,
-0.002199154580011964,
-0.011448419652879238,
0.004043251741677523,
-0.021193701773881912,
0.0066203284077346325,
-0.03149934858083725,
-0.01951979100704193,
0.0440891869366169,
0.07113257795572281,
0.016215329989790916,
0.0053474451415240765,
-0.003759074257686734,
-0.021284546703100204,
0.06716172397136688,
-0.00029517675284296274,
0.01099172793328762,
0.056189123541116714,
-0.0861818715929985,
0.017773568630218506,
0.0180813055485487,
-0.017211083322763443,
-0.0640835091471672,
0.04089440405368805,
-0.030986549332737923,
-0.054504185914993286,
-0.007052087225019932,
0.016013016924262047,
-0.03156299889087677,
-0.009920459240674973,
-0.059370674192905426,
-0.02351299673318863,
0.008984514512121677,
0.035787731409072876,
-0.060023076832294464,
0.030487263575196266,
0.01162855513393879,
0.06108608841896057,
-0.09624259918928146,
-1.826815676508886e-8,
-0.0330495685338974,
-0.07236222922801971,
0.09160353243350983,
-0.05422747880220413,
0.043611351400613785,
-0.060905568301677704,
0.005759742576628923,
0.1103595420718193,
0.014768334105610847,
-0.02207125723361969,
0.13064132630825043,
-0.020404016599059105,
-0.06028619781136513,
0.006727359723299742,
0.1412714272737503,
0.05462328717112541,
0.07762918621301651,
-0.007859339006245136,
-0.01882139965891838,
-0.01857687346637249,
0.011202197521924973,
-0.008518930524587631,
-0.0373101606965065,
0.010300918482244015,
0.05130356550216675,
-0.0026892656460404396,
0.10985695570707321,
0.07569493353366852,
0.04484059289097786,
-0.1018054187297821,
-0.06389053165912628,
0.10703429579734802,
0.0054122284054756165,
0.03342627361416817,
0.05995627120137215,
0.13771268725395203,
-0.020942766219377518,
0.049070391803979874,
0.004534231498837471,
-0.015782667323946953,
-0.04157782346010208,
-0.0026623017620295286,
-0.03501883149147034,
0.013705737888813019,
0.03639820218086243,
-0.015177167020738125,
0.014025247655808926,
-0.02758914791047573,
0.00773234385997057,
0.020357292145490646,
0.009982298128306866,
0.03035162016749382,
0.028776658698916435,
-0.0003296121140010655,
-0.03702276200056076,
0.06990092247724533,
0.06923023611307144,
-0.11075679212808609,
-0.024442726746201515,
0.04258514568209648,
0.056881316006183624,
0.061472367495298386,
-0.0003920829913113266,
-0.032778024673461914
] | p | It is optimized for low memory consumption and fast inference. | [
"articles",
"articles/neural-search-tutorial"
] | 6,678 |
[
"Neural Search Tutorial - Qdrant",
"Prepare data for neural search"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(17) | [
-0.1085456907749176,
-0.049916405230760574,
-0.05892764776945114,
0.05314868316054344,
-0.02382013015449047,
-0.03349780663847923,
-0.011598359793424606,
0.047010984271764755,
-0.06838048994541168,
0.02907233126461506,
0.004865983035415411,
-0.036056432873010635,
0.03054710105061531,
-0.05137842893600464,
-0.019067905843257904,
0.08330531418323517,
0.02492898888885975,
-0.036621227860450745,
0.00007678397378185764,
-0.11718279123306274,
0.05162734165787697,
-0.044666267931461334,
0.0004749972140416503,
0.02636842615902424,
0.0660465657711029,
0.07540469616651535,
0.037618014961481094,
0.0020474204793572426,
0.012937786057591438,
0.02288435958325863,
-0.012353504076600075,
0.035501718521118164,
0.08359465003013611,
0.07657831162214279,
0.010508649982511997,
0.01274741068482399,
-0.016815081238746643,
0.07853676378726959,
-0.013815701007843018,
-0.02272159606218338,
-0.056351639330387115,
-0.000725040677934885,
-0.00548435328528285,
0.03021824359893799,
0.06167074665427208,
-0.05258334428071976,
-0.07400991767644882,
0.011811831966042519,
0.02353854663670063,
-0.02007298730313778,
-0.07621149718761444,
-0.038701221346855164,
-0.029428616166114807,
-0.009622263722121716,
0.04985310509800911,
0.04278826713562012,
0.0669383555650711,
-0.06590042263269424,
0.019907204434275627,
0.014845308847725391,
0.02319379150867462,
-0.033831533044576645,
-0.05569683387875557,
0.028965432196855545,
0.06143571063876152,
0.0924525111913681,
-0.046501144766807556,
0.06311805546283722,
0.007551692426204681,
-0.021211232990026474,
-0.09841666370630264,
0.06833954900503159,
-0.01935277134180069,
0.04048668593168259,
-0.06395398825407028,
0.023995211347937584,
-0.05131072551012039,
0.0020989938639104366,
0.028090646490454674,
-0.015025493688881397,
-0.05637846142053604,
0.01728365384042263,
0.05412369966506958,
0.11425288766622543,
0.04187741503119469,
-0.024087972939014435,
0.06660882383584976,
0.07061334699392319,
-0.03186354413628578,
-0.016014229506254196,
0.038227587938308716,
-0.02237684652209282,
-0.012403140775859356,
0.0042338902130723,
-0.14738322794437408,
0.06015440449118614,
0.03968909755349159,
-0.0365896075963974,
0.11298147588968277,
0.016765212640166283,
-0.025432560592889786,
0.0442279651761055,
0.017486082389950752,
-0.0450936034321785,
-0.05616671219468117,
-0.043168697506189346,
0.046179965138435364,
0.026256661862134933,
-0.019702531397342682,
0.006363474298268557,
-0.015255668200552464,
0.024898460134863853,
-0.06848889589309692,
-0.027026599273085594,
0.060005880892276764,
-0.04500894621014595,
-0.005373041145503521,
0.00006213632877916098,
0.03992269188165665,
0.006934653501957655,
0.01833932474255562,
0.018420899286866188,
-0.09745864570140839,
-0.007670422550290823,
0.0232175812125206,
-0.045305781066417694,
-0.05931271240115166,
1.1510748332163969e-33,
0.07066390663385391,
-0.05004063993692398,
0.061073459684848785,
0.04535210132598877,
-0.007654067128896713,
-0.004350780509412289,
-0.0032869812566787004,
-0.06606679409742355,
-0.06459779292345047,
0.06854447722434998,
0.02034865692257881,
-0.04447217285633087,
-0.03709165006875992,
0.051408108323812485,
-0.07055195420980453,
-0.057194534689188004,
-0.009035586379468441,
0.029967715963721275,
-0.04907815903425217,
-0.035466305911540985,
0.0630110576748848,
-0.03947749733924866,
0.01733911782503128,
0.04218197241425514,
0.10157240182161331,
0.0566522590816021,
0.013521397486329079,
0.014104519039392471,
0.07616981863975525,
0.006902596447616816,
-0.04146875441074371,
-0.0007029459229670465,
-0.09673702716827393,
0.02548208460211754,
-0.014922229573130608,
-0.024038879200816154,
-0.0540088526904583,
-0.03412482514977455,
0.04886645823717117,
0.009306397289037704,
0.03324735537171364,
0.02564428001642227,
0.007942910306155682,
-0.027948003262281418,
-0.05448480695486069,
0.04741234332323074,
-0.038570839911699295,
0.0795276090502739,
0.09953732043504715,
0.04616934806108475,
-0.02075144648551941,
0.03379799425601959,
-0.0006967742810957134,
-0.011941373348236084,
-0.030680624768137932,
-0.013729396276175976,
0.03604898974299431,
-0.0486828088760376,
0.05317467823624611,
0.03364386036992073,
-0.048746030777692795,
0.03527527302503586,
-0.03925348073244095,
-0.06100192293524742,
-0.04483385756611824,
0.0310988649725914,
-0.07654021680355072,
-0.0146784707903862,
0.05737956985831261,
-0.03426676616072655,
-0.050762057304382324,
0.044697098433971405,
0.03299383819103241,
-0.018622322008013725,
0.02850595861673355,
-0.0344981886446476,
0.0041059223003685474,
-0.022981738671660423,
-0.04742073267698288,
-0.08869428932666779,
-0.011244742199778557,
-0.058595068752765656,
-0.012836739420890808,
0.008681060746312141,
-0.009468206204473972,
-0.036997102200984955,
0.04857759177684784,
-0.016548922285437584,
-0.03838244080543518,
-0.005428473465144634,
-0.06643647700548172,
0.017054913565516472,
0.02538950927555561,
-0.1054203137755394,
-0.05863645672798157,
-8.528616509753753e-34,
0.048579804599285126,
0.00440777326002717,
-0.023996369913220406,
0.024796895682811737,
-0.02743411809206009,
0.03198026865720749,
0.024301478639245033,
0.002083323895931244,
0.12199318408966064,
-0.005045983009040356,
-0.027210300788283348,
0.014291374012827873,
0.007651528809219599,
-0.04298178106546402,
-0.0066416338086128235,
0.12048255652189255,
-0.06568532437086105,
0.027701938524842262,
-0.07034768909215927,
-0.0048849559389054775,
-0.07272369414567947,
0.07980893552303314,
0.004631534684449434,
-0.07746969163417816,
-0.022357137873768806,
-0.007424358744174242,
-0.00157505355309695,
0.044412728399038315,
0.057263974100351334,
-0.027294276282191277,
-0.0006961497128941119,
-0.0015256691258400679,
-0.045543089509010315,
-0.02024151384830475,
-0.08459924906492233,
-0.060561683028936386,
0.09675514698028564,
-0.08424361050128937,
0.017802009359002113,
0.046201083809137344,
0.05653160810470581,
0.053247854113578796,
-0.09715737402439117,
-0.004426627419888973,
0.008254511281847954,
0.011221769265830517,
-0.035092853009700775,
0.006669184193015099,
-0.03437461704015732,
-0.012460011057555676,
-0.025936804711818695,
-0.05818969011306763,
-0.010697782039642334,
0.050117094069719315,
-0.03343622386455536,
-0.003882043529301882,
0.0934080258011818,
-0.052784357219934464,
-0.011480041779577732,
-0.06865004450082779,
-0.13111887872219086,
-0.006539429537951946,
0.07729724049568176,
-0.06032519415020943,
0.0475754514336586,
-0.07977315038442612,
0.004218808375298977,
0.043701887130737305,
0.0007707583718001842,
-0.04447808861732483,
0.0765661746263504,
-0.0026474581100046635,
0.048213131725788116,
0.014131424948573112,
0.10532227903604507,
-0.008705699816346169,
-0.02679474838078022,
0.01753295212984085,
-0.04905400797724724,
0.06999310851097107,
0.0963854268193245,
0.09022487699985504,
0.037576332688331604,
0.07412490993738174,
0.020468290895223618,
-0.01195548940449953,
0.07802184671163559,
0.02904868684709072,
0.01168052852153778,
0.04604874923825264,
-0.13432425260543823,
-0.030669474974274635,
0.11228323727846146,
0.10762467235326767,
0.036156218498945236,
-2.1935246508064665e-8,
-0.05330321192741394,
-0.07865074276924133,
-0.0007779070292599499,
0.050030697137117386,
0.03227488324046135,
-0.03403646871447563,
-0.009600590914487839,
0.0873682051897049,
-0.0002411255263723433,
0.006408300716429949,
0.04569593071937561,
0.03552583232522011,
-0.07676143199205399,
-0.014528726227581501,
-0.034682564437389374,
0.05712447687983513,
0.07000037282705307,
-0.004600455518811941,
-0.02258656732738018,
-0.026890089735388756,
0.020788898691534996,
0.04205553978681564,
-0.04839019849896431,
0.07761918753385544,
0.11415088921785355,
0.0028404819313436747,
-0.06548479944467545,
0.044527534395456314,
-0.07174291461706161,
-0.07520415633916855,
-0.002417513867840171,
0.007794364355504513,
0.08899868279695511,
-0.09865118563175201,
0.11241809278726578,
0.04723547771573067,
0.0972209945321083,
0.07239743322134018,
0.025857293978333473,
0.008209199644625187,
-0.04982580989599228,
-0.010412981733679771,
-0.15448357164859772,
-0.015163775533437729,
0.05279567837715149,
0.015295547433197498,
-0.05663476884365082,
-0.010555065236985683,
-0.0580107644200325,
0.008571326732635498,
-0.021513085812330246,
0.01817263849079609,
-0.06332922726869583,
0.01475822739303112,
-0.05324230343103409,
0.04757269471883774,
-0.04949056729674339,
-0.001972025027498603,
0.07589525729417801,
0.002558763837441802,
0.0002546460600569844,
0.10835421830415726,
0.024707136675715446,
-0.06130744144320488
] | p | The complete code for data preparation with detailed comments can be found and run in Colab Notebook. | [
"articles",
"articles/neural-search-tutorial"
] | 6,679 |
[
"Neural Search Tutorial - Qdrant"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > h3:nth-of-type(2) | [
-0.06531494110822678,
-0.01463894359767437,
-0.04192747175693512,
-0.011020076461136341,
0.03029591217637062,
-0.029752440750598907,
-0.012262175790965557,
-0.01859060302376747,
-0.06421922147274017,
-0.05728146433830261,
-0.020400715991854668,
0.022043591365218163,
0.03931393846869469,
0.013923521153628826,
-0.08062046766281128,
-0.01243916992098093,
-0.004103899467736483,
0.10193897783756256,
0.06385049968957901,
-0.028474111109972,
-0.019204650074243546,
0.017891064286231995,
0.015456887893378735,
-0.06727094948291779,
0.023425908759236336,
0.05110085383057594,
0.018529120832681656,
-0.06271622329950333,
0.03868914768099785,
-0.06830227375030518,
0.03777499496936798,
0.017597708851099014,
0.027191460132598877,
0.1306302547454834,
-0.14732211828231812,
0.01617945358157158,
-0.08500400930643082,
0.03460211306810379,
-0.0680074691772461,
0.03501919284462929,
-0.08409719169139862,
0.013623771257698536,
-0.03790479898452759,
0.04372216388583183,
0.1013021171092987,
0.07113141566514969,
-0.0818697065114975,
-0.015372262336313725,
0.09929630905389786,
0.00876989308744669,
-0.14822109043598175,
-0.10282561928033829,
-0.0249681007117033,
-0.05368601158261299,
-0.024039899930357933,
0.01840013638138771,
0.02080458030104637,
-0.07322891801595688,
0.013837680220603943,
-0.08472687005996704,
0.058235302567481995,
-0.03771599009633064,
0.025957077741622925,
0.010075123980641365,
0.05488061532378197,
-0.0030417372472584248,
0.020322661846876144,
0.06403984129428864,
0.036309219896793365,
-0.08184970170259476,
0.01106744073331356,
0.0379200205206871,
-0.04382561147212982,
0.039361920207738876,
-0.015476463362574577,
0.07271327078342438,
0.02345464937388897,
0.01710835099220276,
0.05749979987740517,
-0.019663311541080475,
-0.06980101019144058,
-0.0647556409239769,
-0.011586301028728485,
0.004271784797310829,
0.06832500547170639,
0.020008239895105362,
0.03975173458456993,
-0.03587958961725235,
0.06888055056333542,
0.017308209091424942,
0.035276222974061966,
0.010074836201965809,
0.07724761217832565,
-0.04269934818148613,
0.03601254150271416,
0.013563256710767746,
0.08034058660268784,
-0.04694725200533867,
0.07691130042076111,
0.05093430355191231,
0.026949357241392136,
-0.02949417382478714,
-0.008752074092626572,
-0.02329285442829132,
-0.042506445199251175,
0.0388459786772728,
0.02093213051557541,
0.01618308015167713,
0.10258472710847855,
-0.048168983310461044,
-0.05893591046333313,
0.015940165147185326,
-0.008993723429739475,
-0.13472886383533478,
0.010213484987616539,
-0.052956707775592804,
-0.031642865389585495,
-0.007922565564513206,
0.05552506446838379,
0.03478197008371353,
-0.03164627030491829,
0.03822295740246773,
-0.0764404833316803,
-0.00006785464938730001,
-0.04923540726304054,
0.013506386429071426,
-0.0922539010643959,
-4.446490593800138e-34,
-0.015591232106089592,
-0.023431699723005295,
-0.00032352074049413204,
0.0231670793145895,
-0.03966381400823593,
-0.012462552636861801,
0.027985256165266037,
0.03571055829524994,
-0.043962590396404266,
0.003909838851541281,
-0.1179693341255188,
0.052268121391534805,
-0.029347727075219154,
0.07963060587644577,
0.1060604453086853,
-0.05919082835316658,
0.054534610360860825,
0.04564827308058739,
-0.014744396321475506,
-0.04649863764643669,
0.024379946291446686,
-0.05565609782934189,
0.03516700118780136,
-0.012903041206300259,
0.019074928015470505,
-0.023001644760370255,
0.0055552939884364605,
-0.08066551387310028,
-0.017855800688266754,
0.001052152132615447,
-0.0393892377614975,
-0.030154049396514893,
-0.062594473361969,
0.04208866134285927,
0.012177211232483387,
0.04848076403141022,
-0.04178730398416519,
-0.001123639172874391,
-0.015501833520829678,
-0.007291853427886963,
-0.04025544971227646,
-0.08445128053426743,
0.0523306168615818,
-0.03278890997171402,
-0.04644722491502762,
0.031387295573949814,
-0.050658904016017914,
-0.011255994439125061,
0.017655668780207634,
0.015918917953968048,
0.011153165251016617,
0.0652737095952034,
-0.04533868283033371,
0.044561684131622314,
0.0707283690571785,
0.11692972481250763,
-0.007207354065030813,
0.075579434633255,
-0.03391933813691139,
0.013093910180032253,
-0.004389022011309862,
0.08392776548862457,
0.054835766553878784,
-0.04478275775909424,
-0.0665794387459755,
-0.0677923709154129,
0.019730301573872566,
0.023224931210279465,
0.05289014056324959,
0.11344526708126068,
0.054989997297525406,
0.011261282488703728,
0.08104496449232101,
-0.06343856453895569,
-0.00832030363380909,
-0.0030250418931245804,
-0.0038677870761603117,
-0.049287620931863785,
-0.025247694924473763,
-0.0630389153957367,
-0.06387867778539658,
-0.05320879444479942,
0.04431555047631264,
-0.050962239503860474,
0.07568451762199402,
-0.06004355475306511,
0.007181838620454073,
-0.08346399664878845,
0.0101834861561656,
0.009524909779429436,
-0.08262140303850174,
0.03133058547973633,
0.013584673404693604,
0.015469900332391262,
-0.030708948150277138,
1.0937632388000716e-33,
-0.10892689973115921,
-0.08145309239625931,
0.03638288751244545,
0.06770701706409454,
-0.026760749518871307,
-0.008856140077114105,
-0.007750419899821281,
-0.011723157949745655,
-0.03970734030008316,
0.027372438460588455,
-0.011005382984876633,
-0.0012878983980044723,
0.07000024616718292,
-0.026749074459075928,
-0.039069581776857376,
0.145782932639122,
-0.03383718058466911,
-0.038869813084602356,
-0.041562024503946304,
0.05992434173822403,
-0.10759108513593674,
0.04994270205497742,
-0.06684140115976334,
0.006009371019899845,
-0.02150162309408188,
0.008541818708181381,
0.05650418996810913,
0.02685139887034893,
-0.08462325483560562,
-0.03290880098938942,
0.010042503476142883,
-0.03317616134881973,
-0.008808284997940063,
0.04167862981557846,
-0.02425013855099678,
0.022224392741918564,
0.022356247529387474,
0.015341226011514664,
0.017173243686556816,
0.08123612403869629,
-0.0539373904466629,
0.07349378615617752,
0.003063945798203349,
-0.02293461561203003,
-0.04343358427286148,
0.03566710650920868,
-0.04348331689834595,
0.1362987756729126,
0.08100755512714386,
0.01622765325009823,
-0.004375082906335592,
0.028762558475136757,
-0.01996590755879879,
-0.009933543391525745,
0.03220924735069275,
-0.028635408729314804,
-0.08228249102830887,
-0.0015714827459305525,
0.015482835471630096,
0.010762683115899563,
-0.03155466169118881,
0.00040338211692869663,
-0.014556888490915298,
0.0870412215590477,
0.0450463630259037,
-0.023925092071294785,
-0.0466235876083374,
0.022201402112841606,
-0.04565942659974098,
-0.0416240356862545,
0.09463448822498322,
0.04513496160507202,
0.0663255974650383,
0.05847960710525513,
-0.022540101781487465,
-0.0020071426406502724,
0.07306557893753052,
0.02339278906583786,
0.029131392017006874,
-0.037256598472595215,
0.014868474565446377,
0.03305887430906296,
0.07614852488040924,
0.09377396106719971,
-0.024436645209789276,
0.0805329978466034,
-0.016219235956668854,
-0.024457914754748344,
0.020704589784145355,
0.006925003137439489,
-0.03786345571279526,
0.01936488412320614,
-0.022884033620357513,
0.0383787676692009,
0.029327061027288437,
-1.157815532337736e-8,
-0.021700482815504074,
-0.024973269551992416,
0.00603604456409812,
-0.014609823003411293,
0.06504333764314651,
0.00012486637569963932,
-0.0016662039561197162,
0.03443341329693794,
-0.11122889071702957,
-0.008795717731118202,
-0.012326469644904137,
-0.04461437463760376,
-0.04906706511974335,
0.06032484397292137,
0.08248255401849747,
-0.028906293213367462,
-0.0030637127347290516,
-0.005420336965471506,
-0.00563976401463151,
-0.021473683416843414,
0.052315715700387955,
0.08683590590953827,
-0.04332970082759857,
0.12416680157184601,
0.07475309818983078,
0.031223949044942856,
-0.011344627477228642,
-0.011227915063500404,
0.10813887417316437,
-0.026634125038981438,
-0.036105625331401825,
0.10194417834281921,
-0.02102772146463394,
-0.0554434172809124,
0.09827231615781784,
0.05345863476395607,
-0.03293149918317795,
0.007609711494296789,
-0.11385222524404526,
0.05017872899770737,
0.06564713269472122,
0.05831281095743179,
0.046668633818626404,
-0.042087871581315994,
0.014058087952435017,
0.0489162802696228,
0.03320685401558876,
-0.12320353090763092,
0.03803698346018791,
-0.03772697597742081,
-0.02672264538705349,
-0.012738373130559921,
-0.04337636008858681,
0.09940437227487564,
0.012804016470909119,
-0.029883624985814095,
-0.04416874051094055,
-0.007387530989944935,
0.03972466289997101,
-0.013616708107292652,
0.0026954279746860266,
0.0025202406104654074,
0.015232639387249947,
-0.009686792269349098
] | h3 | Vector search engine | [
"articles",
"articles/neural-search-tutorial"
] | 6,680 |
[
"Neural Search Tutorial - Qdrant",
"Vector search engine"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(19) | [
-0.04914861544966698,
0.017709022387862206,
-0.11799123883247375,
0.010978576727211475,
0.0064078946597874165,
0.0723491981625557,
-0.04360552132129669,
-0.03261733800172806,
0.0206601582467556,
-0.015616143122315407,
0.0021239486522972584,
0.10076434165239334,
0.031725626438856125,
-0.031004775315523148,
-0.07638701051473618,
0.038730304688215256,
-0.11002995818853378,
0.06283845007419586,
-0.011258592829108238,
0.040998928248882294,
-0.018144071102142334,
0.036035746335983276,
-0.007997442968189716,
0.014722753316164017,
0.015321326442062855,
0.07725972682237625,
0.053372859954833984,
-0.028006458654999733,
0.012353956699371338,
-0.06274249404668808,
0.03809335082769394,
0.00789608620107174,
0.02761220745742321,
0.09995068609714508,
-0.02763795107603073,
0.047744352370500565,
-0.019695039838552475,
0.10729081183671951,
-0.05813320726156235,
-0.06731851398944855,
0.018006272614002228,
0.03388093784451485,
-0.036139439791440964,
0.09389965981245041,
-0.02528548426926136,
0.0930941253900528,
0.008699950762093067,
-0.046243298798799515,
0.03638593107461929,
0.05073912441730499,
-0.08938466012477875,
0.0670715868473053,
0.000639704056084156,
0.06453441828489304,
-0.03768882527947426,
0.004923362284898758,
0.037424344569444656,
-0.06532319635152817,
-0.12437599897384644,
0.025280287489295006,
-0.028108127415180206,
0.006828583311289549,
0.05227414891123772,
0.0024350229650735855,
-0.03430924192070961,
0.016821464523673058,
-0.008908385410904884,
0.15606138110160828,
0.01395086944103241,
0.0023330561816692352,
-0.0783732533454895,
0.09627773612737656,
-0.1112888902425766,
0.039499733597040176,
-0.04602675139904022,
0.026038115844130516,
0.011337138712406158,
-0.01861473359167576,
0.06809192895889282,
-0.0025841386523097754,
0.014361738227307796,
0.002048490336164832,
-0.01840767078101635,
-0.012825391255319118,
0.06495886296033859,
-0.0067769126035273075,
0.002731963060796261,
-0.04120748117566109,
-0.026300732046365738,
-0.019348861649632454,
-0.037977855652570724,
-0.030160339549183846,
0.11662419885396957,
0.02532210573554039,
-0.03427077829837799,
0.03413756191730499,
0.08743797987699509,
0.07496599107980728,
0.10150620341300964,
0.017242394387722015,
0.0287331510335207,
0.021383127197623253,
0.0074114990420639515,
0.06849405914545059,
-0.07361020892858505,
-0.05055475980043411,
0.00372513011097908,
-0.02132030390202999,
0.024264296516776085,
-0.08330672234296799,
0.0192519910633564,
0.04311007261276245,
-0.09275604784488678,
0.010148624889552593,
0.03182122856378555,
-0.06482052803039551,
-0.1469372659921646,
0.034984178841114044,
0.015210280194878578,
-0.03592895716428757,
-0.03313598781824112,
-0.0052076587453484535,
-0.058250006288290024,
0.0972374677658081,
-0.05182742327451706,
-0.01543270330876112,
-0.026771944016218185,
-2.8454815224820866e-33,
-0.019242584705352783,
0.02697848714888096,
-0.007785635069012642,
0.021231727674603462,
-0.06686852127313614,
0.023423781618475914,
-0.0667218267917633,
0.06205126270651817,
-0.007685767021030188,
0.013359221629798412,
-0.04705775901675224,
0.01241780910640955,
0.03219544142484665,
0.08462339639663696,
-0.012274718843400478,
0.017678823322057724,
-0.036906469613313675,
0.06839419901371002,
0.017517024651169777,
-0.14174547791481018,
0.015936750918626785,
-0.06979285925626755,
-0.013439491391181946,
0.027220219373703003,
0.038826704025268555,
0.002532083075493574,
0.02440190687775612,
-0.0462769977748394,
-0.042845889925956726,
-0.02486528269946575,
-0.04500541090965271,
-0.013935329392552376,
0.04840635135769844,
0.008126816712319851,
0.08616387099027634,
0.09453576803207397,
0.0432133749127388,
-0.031062055379152298,
0.02740481123328209,
-0.058237381279468536,
0.08750339597463608,
0.03568767011165619,
0.009268167428672314,
-0.0053047495894134045,
-0.0007579040830023587,
-0.007268300745636225,
0.03937312588095665,
0.057152170687913895,
-0.05191019922494888,
-0.012285799719393253,
0.0006398899131454527,
0.020243849605321884,
-0.08225608617067337,
0.0010085823014378548,
-0.00836754497140646,
0.0060980371199548244,
-0.03634897619485855,
-0.026233281940221786,
0.027486786246299744,
0.01229363027960062,
-0.04204290360212326,
0.03262612223625183,
0.10229010879993439,
0.009641284123063087,
-0.0435388907790184,
0.009712014347314835,
-0.0040767309255898,
-0.02942587621510029,
0.0313703790307045,
0.02982722967863083,
0.020421728491783142,
0.002731555374339223,
-0.04812869802117348,
-0.043635617941617966,
-0.008254842832684517,
-0.002195976907387376,
0.01778954640030861,
-0.04934321343898773,
-0.04318350553512573,
-0.0006243589450605214,
-0.0011421943781897426,
-0.08037527650594711,
-0.07011045515537262,
0.03219262883067131,
0.08740881085395813,
-0.08771318197250366,
0.07039983570575714,
-0.1237669587135315,
0.028989842161536217,
-0.016842680051922798,
-0.01639207825064659,
0.00943643506616354,
0.009383639320731163,
-0.027769532054662704,
-0.074209064245224,
6.36664087123667e-34,
-0.042414985597133636,
-0.022945331409573555,
-0.04303934797644615,
-0.008208954706788063,
-0.05845923721790314,
-0.03488878533244133,
0.056918904185295105,
0.006966608576476574,
-0.07918788492679596,
0.018519122153520584,
-0.08979194611310959,
-0.06142866984009743,
-0.0020764435175806284,
-0.028403112664818764,
0.009087278507649899,
0.059473562985658646,
-0.04476727545261383,
-0.05334477499127388,
-0.03621561452746391,
-0.025801481679081917,
-0.0698888823390007,
0.050130121409893036,
0.0022026109509170055,
0.12263067811727524,
0.026507992297410965,
0.01364264264702797,
0.0023729971144348383,
-0.02742416225373745,
0.005317946895956993,
-0.02151120826601982,
-0.06848292797803879,
-0.1594943106174469,
-0.06625476479530334,
-0.045910924673080444,
-0.05258509889245033,
-0.08518431335687637,
0.02717270888388157,
-0.07157668471336365,
0.01964893564581871,
0.04842100292444229,
-0.07041198760271072,
0.060020457953214645,
-0.07821915298700333,
0.03609316051006317,
0.005939013324677944,
-0.000012471245099732187,
-0.001045695971697569,
0.10603103041648865,
0.029996760189533234,
0.031503114849328995,
0.011762013658881187,
-0.02209046110510826,
-0.04909072443842888,
-0.044054482132196426,
0.01646025851368904,
0.05787079408764839,
-0.017797738313674927,
-0.014686153270304203,
0.013927562162280083,
-0.03495838865637779,
-0.03281993046402931,
-0.004594840575009584,
-0.0011533776996657252,
0.015188157558441162,
0.02763381041586399,
-0.07130707055330276,
0.04546959698200226,
0.0056125326082110405,
-0.1197274848818779,
0.02305551990866661,
0.022914869710803032,
-0.031410422176122665,
-0.03133922815322876,
0.05287589877843857,
-0.007450466509908438,
0.004257268272340298,
0.010585770010948181,
-0.015679145231842995,
-0.017968352884054184,
0.01334319543093443,
-0.05442722141742706,
0.012059510685503483,
0.08960213512182236,
0.06221422553062439,
0.022054724395275116,
0.008921586908400059,
0.03450779616832733,
-0.06798329949378967,
0.009996552020311356,
-0.0064666997641325,
-0.06787161529064178,
0.07988549023866653,
-0.0428105853497982,
0.022337835282087326,
-0.004091532435268164,
-2.301303858587289e-8,
-0.12764404714107513,
0.009284739382565022,
0.018810264766216278,
0.04594486206769943,
0.07313872128725052,
-0.08185119181871414,
0.06409402191638947,
0.08768656849861145,
-0.02622181549668312,
-0.026995129883289337,
0.05537615716457367,
-0.06960400193929672,
-0.09376519173383713,
-0.04887177795171738,
0.09472985565662384,
0.03663552179932594,
0.036670029163360596,
-0.06076791137456894,
-0.023997416719794273,
0.0614553801715374,
0.010781767778098583,
0.08803614974021912,
-0.023686746135354042,
0.07054077088832855,
0.07673680782318115,
-0.012495115399360657,
0.05560613423585892,
0.054573073983192444,
0.10930315405130386,
-0.02383597008883953,
0.016733182594180107,
0.04881376400589943,
0.10439124703407288,
0.003425497794523835,
0.014560677111148834,
0.007470377255231142,
-0.02970189042389393,
0.07912348210811615,
-0.027275264263153076,
-0.040645796805620193,
-0.07371662557125092,
0.03706800937652588,
-0.020361943170428276,
0.053213607519865036,
0.039266228675842285,
-0.0007699250127188861,
-0.012056666426360607,
-0.019665127620100975,
0.0105790626257658,
-0.006071832496672869,
-0.04197164252400398,
-0.04968256130814552,
0.024928666651248932,
0.10386378318071365,
0.02619139850139618,
-0.011864116415381432,
0.00888020172715187,
-0.02332068607211113,
0.06399243324995041,
-0.08333664387464523,
-0.03131701797246933,
-0.0203077495098114,
-0.07181946933269501,
0.002777258399873972
] | p | Now as we have a vector representation for all our records, we need to store them somewhere. | [
"articles",
"articles/neural-search-tutorial"
] | 6,681 |
[
"Neural Search Tutorial - Qdrant",
"Vector search engine"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(19) | [
-0.024909617379307747,
0.014807647094130516,
-0.15549349784851074,
0.03974141925573349,
0.0452832467854023,
0.020884623751044273,
-0.07854899019002914,
-0.021630333736538887,
0.026942405849695206,
0.025902632623910904,
0.03597642481327057,
0.07885810732841492,
-0.01090905349701643,
-0.04322236403822899,
-0.05254702642560005,
0.02121713012456894,
-0.1037123054265976,
0.034907810389995575,
-0.037598636001348495,
0.048914868384599686,
0.023217933252453804,
-0.06476347148418427,
-0.014247233979403973,
0.021717248484492302,
0.043353039771318436,
0.037596892565488815,
0.0173986554145813,
0.036552008241415024,
0.04159039258956909,
-0.03832901269197464,
0.04771611467003822,
0.048257291316986084,
0.021503811702132225,
0.06799931824207306,
-0.09100726246833801,
0.048160530626773834,
-0.04759856313467026,
0.06714239716529846,
-0.05888913944363594,
-0.0737825557589531,
0.005210542120039463,
0.06990458816289902,
-0.057347651571035385,
0.0947076752781868,
-0.006695114076137543,
0.05073743313550949,
0.025914905592799187,
-0.08716945350170135,
0.07653168588876724,
0.011431447230279446,
-0.045006364583969116,
0.02564244344830513,
-0.055284395813941956,
0.02858038991689682,
-0.04646655544638634,
0.04721930995583534,
0.02406679093837738,
-0.018973542377352715,
-0.06361808627843857,
-0.012958751060068607,
-0.007669368293136358,
0.00736559322103858,
0.0863369032740593,
0.0053169988095760345,
-0.0032319400925189257,
-0.004814702086150646,
-0.046892594546079636,
0.06309774518013,
-0.010470750741660595,
0.012088975869119167,
-0.04028851538896561,
0.07555752992630005,
-0.07005822658538818,
0.013622579164803028,
-0.01121129933744669,
0.05635204166173935,
0.00014497195661533624,
-0.0001526480627944693,
0.0293141920119524,
0.006699057295918465,
0.008863878436386585,
0.03148037567734718,
-0.023312456905841827,
-0.01795375347137451,
0.06833621859550476,
0.03637778386473656,
0.03063237853348255,
-0.07612255960702896,
0.003241110360249877,
-0.006356376223266125,
0.0468481220304966,
-0.027419032528996468,
0.09235354512929916,
-0.009231897071003914,
0.018742745742201805,
-0.01135905273258686,
0.06449554115533829,
0.06446772068738937,
0.008681868202984333,
-0.04773768037557602,
0.06181132793426514,
-0.02907424047589302,
-0.030897090211510658,
0.168348491191864,
-0.027238622307777405,
-0.06124906614422798,
0.05565265193581581,
-0.002696199808269739,
-0.030422503128647804,
-0.019806858152151108,
0.010546685196459293,
0.13572144508361816,
-0.07132173329591751,
-0.025923028588294983,
-0.005374011117964983,
0.015667187049984932,
-0.11280611902475357,
0.0016818261938169599,
0.007213345728814602,
0.022733230143785477,
-0.005846795160323381,
-0.011887653730809689,
0.008417296223342419,
0.05007191747426987,
-0.08005519956350327,
-0.047439735382795334,
-0.016993969678878784,
-6.856046923941991e-34,
-0.08464638888835907,
-0.005144117865711451,
-0.047606803476810455,
0.06617025285959244,
-0.05349385365843773,
0.04872787743806839,
-0.0433504618704319,
0.05582438036799431,
-0.0026868386194109917,
-0.03188898041844368,
-0.09363627433776855,
-0.03202534839510918,
0.04341950640082359,
0.09533079713582993,
0.03770553693175316,
0.010162892751395702,
0.0065720779821276665,
0.10205580294132233,
0.008285689167678356,
-0.07937445491552353,
0.08546579629182816,
-0.10683020204305649,
-0.04090408235788345,
-0.011767744086682796,
0.018119996413588524,
0.062080733478069305,
0.046622563153505325,
-0.0009728679433465004,
-0.05192207917571068,
-0.01670079305768013,
-0.035643428564071655,
-0.03769407793879509,
0.03060673549771309,
0.04759739711880684,
0.05520882457494736,
0.07066456228494644,
0.07482264190912247,
-0.034089140594005585,
-0.014400147832930088,
-0.0933728888630867,
0.07267356663942337,
-0.02461998537182808,
0.036008309572935104,
-0.00836739782243967,
-0.02424945868551731,
-0.03747600317001343,
0.003163679037243128,
0.06153097748756409,
-0.07797349989414215,
-0.0017102881101891398,
-0.03967324271798134,
0.06064150109887123,
-0.054720282554626465,
-0.05068418011069298,
-0.008535143919289112,
-0.03955923393368721,
0.008097749203443527,
-0.06823475658893585,
0.0060386816039681435,
-0.027493441477417946,
-0.08020660281181335,
0.07414555549621582,
0.06919017434120178,
-0.01404201053082943,
-0.022515587508678436,
0.011035280302166939,
0.00005365318793337792,
-0.01712656207382679,
0.002025058725848794,
-0.011720330454409122,
-0.018346527591347694,
-0.015464085154235363,
-0.021426064893603325,
0.013551590032875538,
-0.0025964509695768356,
-0.020156115293502808,
-0.025772901251912117,
-0.06221805512905121,
-0.01755715347826481,
-0.024396628141403198,
0.009610062465071678,
-0.08252882212400436,
-0.02186720445752144,
0.0211009718477726,
0.03727353364229202,
-0.11330388486385345,
0.057627122849226,
-0.08288545161485672,
0.025111839175224304,
0.057149242609739304,
0.03415529057383537,
-0.006821443326771259,
-0.028677159920334816,
-0.010757007636129856,
-0.050211351364851,
-1.068183563371217e-33,
-0.05905047431588173,
-0.018286585807800293,
-0.0668809562921524,
-0.005384445656090975,
-0.07076894491910934,
0.041373737156391144,
0.07362232357263565,
-0.0012985913781449199,
-0.09275870770215988,
-0.07364904880523682,
-0.09773888438940048,
-0.03706483170390129,
-0.0914880633354187,
-0.024988066405057907,
0.020061619579792023,
0.09562577307224274,
-0.1448623538017273,
-0.06151498109102249,
-0.03713865205645561,
-0.06245066225528717,
-0.10106248408555984,
0.001959044486284256,
0.023101117461919785,
0.06723654270172119,
0.028217267245054245,
-0.004388193134218454,
-0.0013990502338856459,
0.0008413158939220011,
-0.00447028037160635,
-0.030781323090195656,
-0.019323037937283516,
-0.06863481551408768,
-0.09185311943292618,
-0.02966403402388096,
0.02976251021027565,
-0.05761679634451866,
0.021162115037441254,
-0.08648457378149033,
0.04145914316177368,
0.0832725465297699,
0.014085160568356514,
0.06884048879146576,
-0.05143133923411369,
0.008717568591237068,
0.01685134880244732,
0.014988495036959648,
0.021882280707359314,
0.08343628793954849,
0.09458821266889572,
0.036432892084121704,
0.05300639569759369,
-0.05000918358564377,
-0.034485384821891785,
-0.037992969155311584,
0.0502040833234787,
0.09126337617635727,
-0.0026227114722132683,
0.008481981232762337,
0.07837603986263275,
-0.09107810258865356,
-0.026573847979307175,
-0.06807346642017365,
0.010348457843065262,
-0.0325857438147068,
0.04372984170913696,
-0.06055709347128868,
0.058008719235658646,
0.023931268602609634,
-0.07047537714242935,
0.007293004542589188,
0.011552714742720127,
0.029263723641633987,
0.03509034216403961,
-0.008528891950845718,
0.010572817176580429,
-0.03296735882759094,
0.03031693771481514,
-0.005850167945027351,
0.02417733706533909,
-0.02553275041282177,
-0.03965074568986893,
0.023940492421388626,
0.058966927230358124,
0.047899287194013596,
0.014225025661289692,
0.011594841256737709,
-0.039489444345235825,
-0.02892974019050598,
-0.0051218788139522076,
-0.0006627071998082101,
-0.06936269998550415,
0.10095611959695816,
-0.05092497169971466,
0.02899360843002796,
-0.027915937826037407,
-2.8558696740788037e-8,
-0.07670897990465164,
0.022179139778017998,
-0.021655870601534843,
0.05586716905236244,
0.01844388246536255,
-0.09080857783555984,
0.07426323741674423,
0.03142024949193001,
0.0017127726459875703,
-0.0324268601834774,
-0.0003234336036257446,
-0.0644434243440628,
-0.11707594245672226,
-0.014466175809502602,
0.066480852663517,
-0.04069780558347702,
0.04512318596243858,
-0.07105754315853119,
0.020055877044796944,
-0.058350786566734314,
0.021388797089457512,
0.018532156944274902,
-0.031949836760759354,
0.09937027096748352,
0.0756998360157013,
-0.061244551092386246,
0.09135684370994568,
0.08249595016241074,
0.12496823072433472,
-0.0012024156749248505,
0.04130471125245094,
0.044152453541755676,
0.08466790616512299,
0.07470188289880753,
0.0163259319961071,
0.042071375995874405,
0.01867225579917431,
0.0657837763428688,
0.048273127526044846,
0.02620910480618477,
-0.03716074675321579,
0.016817104071378708,
-0.010155044496059418,
0.035301730036735535,
0.045751553028821945,
0.017209982499480247,
-0.012438307516276836,
-0.04594464227557182,
-0.016394037753343582,
0.008442467078566551,
-0.023552579805254936,
-0.004661670885980129,
0.02296210266649723,
0.09902549535036087,
0.01662382110953331,
-0.05715940147638321,
0.02407573163509369,
-0.026558293029665947,
0.1150868609547615,
-0.04610300064086914,
-0.06435199081897736,
-0.02681863121688366,
-0.04274505004286766,
-0.02030322328209877
] | p | In addition to storing, we may also need to add or delete a vector, save additional information with the vector. | [
"articles",
"articles/neural-search-tutorial"
] | 6,682 |
[
"Neural Search Tutorial - Qdrant",
"Vector search engine"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(19) | [
-0.027726544067263603,
-0.008580987341701984,
-0.04342107102274895,
-0.07934171706438065,
0.06762218475341797,
0.01796281710267067,
-0.08160600811243057,
-0.043280862271785736,
0.04606994241476059,
-0.015818189829587936,
0.02079681307077408,
0.06973229348659515,
-0.039632901549339294,
0.025841064751148224,
-0.04319813847541809,
-0.07015234977006912,
0.01146002858877182,
0.03312762454152107,
-0.00226097390986979,
0.016921477392315865,
-0.009048663079738617,
0.008261184208095074,
0.013026001863181591,
-0.052467312663793564,
0.008811612613499165,
0.015616941265761852,
0.04841985926032066,
-0.06306980550289154,
-0.0039322031661868095,
0.003777917707338929,
0.04375532269477844,
0.04457278549671173,
0.04357921704649925,
0.050132956355810165,
-0.07897606492042542,
0.0073837595991790295,
-0.010978595353662968,
0.05179725959897041,
-0.01790180243551731,
0.021190587431192398,
-0.0073323906399309635,
0.03913084790110588,
0.02926948107779026,
0.08087890595197678,
-0.01975097320973873,
0.03613704815506935,
-0.07125422358512878,
0.008417453616857529,
0.07431678473949432,
-0.07740916311740875,
-0.14041249454021454,
-0.023116951808333397,
-0.0631689503788948,
-0.01791118085384369,
-0.025328541174530983,
-0.009301040321588516,
0.022451404482126236,
-0.1114155501127243,
0.026125339791178703,
-0.0039036981761455536,
0.03988775610923767,
-0.06804397702217102,
0.03448721393942833,
0.015132693573832512,
0.06343574076890945,
-0.04845837876200676,
0.05587896332144737,
0.029114756733179092,
-0.02160686068236828,
0.022073151543736458,
-0.025438087061047554,
0.05911099910736084,
-0.05254068970680237,
0.07454574853181839,
0.0014129881747066975,
0.056318338960409164,
0.05138543248176575,
-0.010756389237940311,
0.05076369270682335,
-0.012203390710055828,
-0.034940559417009354,
0.0048868004232645035,
0.02434801124036312,
0.04990429803729057,
0.08327753096818924,
0.035606421530246735,
-0.009334865026175976,
-0.057607222348451614,
0.07678138464689255,
-0.034624744206666946,
0.026282744482159615,
-0.06529861688613892,
-0.04550866782665253,
-0.008195440284907818,
0.016498465090990067,
0.0016304459422826767,
0.0635027214884758,
0.020523041486740112,
0.03079749457538128,
-0.005263275932520628,
0.04890817031264305,
-0.018904658034443855,
0.000039474911318393424,
0.01739419624209404,
-0.027066310867667198,
0.05133123695850372,
0.0513865202665329,
-0.02767975442111492,
0.11809131503105164,
-0.08911358565092087,
0.0026641818694770336,
-0.02854638360440731,
0.0014015833148732781,
-0.004034657031297684,
-0.033045895397663116,
-0.08012255281209946,
0.01717398688197136,
0.019157785922288895,
0.04110901057720184,
-0.029658377170562744,
-0.10821442306041718,
0.007708621211349964,
-0.01874379999935627,
0.01750018633902073,
0.046913959085941315,
-0.01977640576660633,
-0.0927545428276062,
-4.0768035897737785e-33,
-0.05968531221151352,
0.09843821823596954,
0.0757475271821022,
0.03026949055492878,
-0.08349474519491196,
0.008850011974573135,
-0.06066328287124634,
0.011236049234867096,
0.019670048728585243,
0.0148210059851408,
-0.123907171189785,
-0.008009353652596474,
0.06530539691448212,
0.027109557762742043,
0.060774244368076324,
-0.05012252926826477,
0.03521931171417236,
0.014947926625609398,
-0.07107673585414886,
-0.053565364331007004,
0.018547549843788147,
-0.17095527052879333,
0.04594184458255768,
-0.07050357758998871,
-0.0005882932455278933,
-0.0355164036154747,
0.04586520045995712,
-0.10943733155727386,
0.04477407783269882,
-0.011444870382547379,
-0.07597910612821579,
0.02910429984331131,
-0.05798351764678955,
0.06274411082267761,
0.026181470602750778,
0.0459454320371151,
-0.01314625795930624,
-0.021335581317543983,
0.02383991703391075,
-0.04686930403113365,
0.007974376901984215,
0.004354582168161869,
-0.041860274970531464,
-0.06656627357006073,
0.04714836925268173,
0.034440573304891586,
0.012790650129318237,
0.02223537489771843,
-0.005896530579775572,
0.01847229152917862,
-0.0030108767095953226,
0.07183614373207092,
-0.09333433955907822,
-0.0057729557156562805,
0.06943104416131973,
0.05476740747690201,
-0.015234222635626793,
-0.02327599935233593,
0.009028462693095207,
0.05906178429722786,
-0.03584000840783119,
-0.013137356378138065,
0.06931133568286896,
-0.003742279950529337,
-0.015080253593623638,
-0.02985234558582306,
-0.010572169907391071,
-0.000312409974867478,
0.02833077311515808,
0.12549996376037598,
-0.014129700139164925,
0.009162139147520065,
0.02710380032658577,
-0.04676899313926697,
0.0003703779657371342,
0.017501462250947952,
0.04019509628415108,
-0.06318166106939316,
0.07820924371480942,
-0.017362553626298904,
-0.046447936445474625,
-0.014700752682983875,
-0.006792140193283558,
-0.0516788475215435,
0.012653294950723648,
-0.07719963043928146,
0.04456830769777298,
-0.1091151088476181,
-0.01996765099465847,
-0.03226908668875694,
-0.056487713009119034,
0.01307219173759222,
-0.09010645747184753,
0.009083771146833897,
-0.040470536798238754,
2.4785259816179546e-33,
-0.04386010766029358,
-0.07255732268095016,
0.04982557147741318,
0.03178296610713005,
-0.0583900511264801,
-0.06578277051448822,
0.0324028842151165,
-0.11054456233978271,
-0.04773031920194626,
0.023422617465257645,
-0.024683550000190735,
0.00413238862529397,
0.021131983026862144,
-0.06620028614997864,
-0.0006294151535257697,
0.1529412567615509,
0.032522525638341904,
-0.028486253693699837,
-0.01473292801529169,
-0.01939866691827774,
0.010099831968545914,
0.02378627471625805,
-0.056834619492292404,
0.05760301649570465,
0.014853760600090027,
0.047517772763967514,
0.03949333727359772,
-0.006148787681013346,
-0.0904194712638855,
-0.05141027271747589,
-0.06770671159029007,
-0.05928714945912361,
-0.09156248718500137,
-0.02965213730931282,
-0.03795170411467552,
0.054707352072000504,
0.027627818286418915,
-0.016517139971256256,
-0.046182651072740555,
0.061077531427145004,
-0.016549494117498398,
0.09673871845006943,
-0.0333990715444088,
-0.005490428302437067,
-0.038720328360795975,
0.046558935195207596,
0.05883708968758583,
0.10855289548635483,
-0.03561999276280403,
0.03720676898956299,
0.07317086309194565,
-0.027342572808265686,
-0.04358381778001785,
0.00124275591224432,
0.018780024722218513,
0.04560002312064171,
-0.0925295501947403,
0.07632539421319962,
0.11491020023822784,
0.03304377943277359,
-0.011348986066877842,
-0.0321340374648571,
-0.006816339213401079,
0.0836629793047905,
0.026665497571229935,
-0.028810350224375725,
0.04039030149579048,
0.08588255196809769,
-0.03391337767243385,
0.027114711701869965,
0.08644966781139374,
0.04380744695663452,
0.04152071103453636,
0.02054436132311821,
-0.0831315889954567,
0.0327460952103138,
0.07040508836507797,
-0.044892508536577225,
-0.027890581637620926,
-0.03068343736231327,
0.03461095318198204,
-0.0016010667895898223,
0.060819219797849655,
0.0325172021985054,
-0.012679045088589191,
0.09271125495433807,
0.02563830465078354,
-0.06399014592170715,
0.025637591257691383,
0.009079033508896828,
-0.1089358776807785,
0.014321967959403992,
0.04746228829026222,
-0.01350703090429306,
-0.00963523518294096,
-2.0169649062040662e-8,
-0.12172900140285492,
-0.04659891501069069,
0.01872563548386097,
-0.057242345064878464,
0.07704438269138336,
0.0462200827896595,
0.0822177305817604,
0.08627592027187347,
-0.08943077176809311,
-0.03636449947953224,
0.030722495168447495,
-0.06123700365424156,
-0.014927411451935768,
0.14374785125255585,
0.09728142619132996,
-0.001083857612684369,
-0.00605009775608778,
-0.07129337638616562,
-0.02895989641547203,
0.048623185604810715,
-0.05318941920995712,
0.07636374235153198,
0.01052789855748415,
0.11486847698688507,
0.01841157302260399,
0.029399091377854347,
-0.006880174390971661,
0.05884580314159393,
0.10394546389579773,
-0.023028671741485596,
-0.06703631579875946,
-0.010774446651339531,
0.013828924857079983,
-0.012183573096990585,
0.0161847285926342,
0.09567580372095108,
-0.07027491182088852,
0.049022022634744644,
-0.05392884090542793,
-0.02870839461684227,
-0.08512675762176514,
0.06107800081372261,
0.00106845423579216,
0.017430631443858147,
0.020670469850301743,
0.026995304971933365,
0.01492538582533598,
-0.0404261015355587,
-0.05459558963775635,
-0.0485038161277771,
-0.005452150944620371,
-0.02074717916548252,
-0.030156759545207024,
0.0522531159222126,
0.027619436383247375,
-0.026912720873951912,
-0.026035897433757782,
-0.07558601349592209,
0.02699538692831993,
-0.011417817324399948,
-0.014481868594884872,
0.010894411243498325,
0.007787036709487438,
-0.03139011189341545
] | p | And most importantly, we need a way to search for the nearest vectors. | [
"articles",
"articles/neural-search-tutorial"
] | 6,683 |
[
"Neural Search Tutorial - Qdrant",
"Vector search engine"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(20) | [
-0.026518484577536583,
-0.018945949152112007,
-0.028080206364393234,
-0.030645085498690605,
0.08017688989639282,
-0.042366206645965576,
-0.07024167478084564,
-0.054979391396045685,
-0.0611298531293869,
-0.024388056248426437,
-0.01539938896894455,
0.037984829396009445,
-0.011220752261579037,
0.02937101386487484,
-0.06631623208522797,
-0.006486367899924517,
-0.019536299630999565,
0.09885570406913757,
0.012597884051501751,
-0.025991814211010933,
0.012956426478922367,
-0.001222005346789956,
0.02262170985341072,
-0.04743628948926926,
0.002818919252604246,
0.07049938291311264,
0.016356809064745903,
-0.1052689328789711,
0.021344009786844254,
-0.05369266867637634,
0.023614689707756042,
0.03881701081991196,
0.05494427680969238,
0.1422904133796692,
-0.12453213334083557,
0.06387855112552643,
-0.05866919085383415,
0.0419880747795105,
-0.04874258488416672,
-0.022913750261068344,
-0.06235595792531967,
0.014102723449468613,
-0.053966253995895386,
0.07739458978176117,
0.10188374668359756,
0.0549912266433239,
-0.10363788902759552,
-0.06958329677581787,
0.07965804636478424,
-0.013369755819439888,
-0.11352657526731491,
-0.09332522004842758,
-0.06271469593048096,
-0.0030138264410197735,
0.014911815524101257,
0.025278551504015923,
0.010589361190795898,
-0.10403378307819366,
0.029029039666056633,
-0.05261724442243576,
0.001372988917864859,
-0.03542107716202736,
0.026976007968187332,
0.018359480425715446,
0.052472833544015884,
0.011611533351242542,
0.020339323207736015,
0.043190743774175644,
0.013656153343617916,
-0.059555936604738235,
-0.032684266567230225,
0.09800684452056885,
-0.050440721213817596,
0.03447812795639038,
-0.0022137651685625315,
0.11480678617954254,
-0.010383924469351768,
0.020867012441158295,
-0.0020698057487607002,
-0.03264513611793518,
-0.0623081773519516,
0.005448950454592705,
0.0038389426190406084,
0.010724510066211224,
0.11496441811323166,
0.0292257871478796,
0.01141093298792839,
-0.025742867961525917,
0.07460516691207886,
0.046690043061971664,
-0.04278506711125374,
-0.052491381764411926,
0.09852112829685211,
-0.04124629124999046,
0.0008132528164424002,
0.020427651703357697,
0.07512592524290085,
-0.03985564783215523,
0.10813046246767044,
-0.005291580222547054,
0.015312773175537586,
-0.052944283932447433,
0.029871227219700813,
0.005479217506945133,
-0.07124507427215576,
0.08682922273874283,
-0.004715914838016033,
0.012853844091296196,
0.06803904473781586,
-0.06284423917531967,
-0.07555802166461945,
0.040057942271232605,
-0.0018958902219310403,
-0.08140894770622253,
0.02022479474544525,
-0.024876823648810387,
-0.03322910889983177,
-0.0061613935977220535,
0.06379209458827972,
0.052526894956827164,
-0.0414523221552372,
0.04904559627175331,
-0.0214476827532053,
-0.005367802456021309,
-0.04182472079992294,
0.015559486113488674,
-0.07772005349397659,
-4.87776477743745e-34,
-0.015396485105156898,
0.032660871744155884,
0.0513908825814724,
0.026993224397301674,
-0.03994756191968918,
-0.010737529024481773,
-0.00515584135428071,
0.04283388331532478,
0.023257337510585785,
0.00530134467408061,
-0.07351838797330856,
0.07708243280649185,
-0.01506136730313301,
0.06598350405693054,
0.03912739083170891,
-0.0783761590719223,
0.06508243829011917,
0.08008214086294174,
-0.03891251981258392,
-0.03324846178293228,
0.022967001423239708,
-0.1008821427822113,
-0.010385582223534584,
0.0354178287088871,
0.06072587892413139,
-0.020941205322742462,
0.03229038789868355,
-0.05446891114115715,
-0.02571209706366062,
-0.021254761144518852,
-0.04773428291082382,
-0.03248890861868858,
-0.10892340540885925,
0.07041719555854797,
0.003165985457599163,
0.05087171867489815,
-0.022359678521752357,
-0.013846333138644695,
-0.0018528698710724711,
-0.026855040341615677,
-0.03935303911566734,
-0.061719659715890884,
-0.035304389894008636,
-0.03048774227499962,
-0.051761601120233536,
0.014866298995912075,
-0.08511891216039658,
-0.014115865342319012,
0.07973477244377136,
0.019923655316233635,
0.03168972581624985,
0.051252882927656174,
-0.025410844013094902,
0.0005036088405176997,
0.03757879510521889,
0.07096301019191742,
-0.02101808413863182,
0.0028911882545799017,
-0.013565145432949066,
0.017820745706558228,
0.021281464025378227,
-0.00606621103361249,
-0.007766101509332657,
-0.0526997372508049,
-0.03612225130200386,
-0.031097734346985817,
0.03025185503065586,
0.045673172920942307,
0.010665524750947952,
0.10629680752754211,
-0.015561279840767384,
0.026524396613240242,
0.06871040165424347,
-0.04352647811174393,
-0.013239029794931412,
0.03523653373122215,
-0.0022095595486462116,
-0.10556971281766891,
-0.031723752617836,
0.013979215174913406,
-0.02778625302016735,
-0.011421418748795986,
0.03525170311331749,
-0.06641343235969543,
0.10239285975694656,
-0.08631234616041183,
0.049136292189359665,
-0.13033631443977356,
0.002645771484822035,
0.006681508384644985,
-0.07618540525436401,
0.0354800745844841,
-0.03238193690776825,
-0.00996208656579256,
-0.0325288400053978,
-2.1086725659328386e-35,
-0.058599166572093964,
-0.0807446762919426,
-0.000999090145342052,
0.07860958576202393,
-0.03653602674603462,
-0.012553403154015541,
-0.03407376632094383,
-0.060131825506687164,
-0.040338099002838135,
0.02987363003194332,
-0.053573235869407654,
-0.0023400322534143925,
0.0048032039776444435,
-0.06804266571998596,
-0.07266359031200409,
0.10837086290121078,
-0.05610920861363411,
-0.04192423075437546,
-0.06563784182071686,
0.07659214735031128,
-0.12988856434822083,
0.09864741563796997,
-0.02615441009402275,
0.023979419842362404,
0.02360810898244381,
0.031259309500455856,
0.05721352994441986,
0.012809842824935913,
-0.014852670021355152,
-0.025758925825357437,
-0.01899419166147709,
-0.06312907487154007,
-0.013786657713353634,
0.014475497417151928,
-0.02559565380215645,
0.004316145088523626,
0.013466037809848785,
0.042714234441518784,
0.02012241818010807,
0.05752793699502945,
-0.013428169302642345,
0.07330413162708282,
-0.019906872883439064,
-0.013416590169072151,
-0.06304299086332321,
0.028205029666423798,
-0.07615039497613907,
0.08730246871709824,
0.004186208359897137,
0.02110365778207779,
0.01960652880370617,
0.014269241131842136,
-0.04149569571018219,
-0.0008064552093856037,
0.06430425494909286,
-0.020081117749214172,
-0.029871497303247452,
-0.02423740364611149,
0.014452778734266758,
-0.00462854141369462,
-0.04702866077423096,
-0.025773055851459503,
0.017128949984908104,
0.04857205972075462,
0.038044460117816925,
-0.051210638135671616,
-0.01579975336790085,
0.009580033831298351,
-0.08371464163064957,
-0.05111338198184967,
0.09843485802412033,
0.021438835188746452,
0.02969692274928093,
0.050119996070861816,
-0.017541542649269104,
-0.018058406189084053,
0.07212132960557938,
0.012706739827990532,
0.03683719038963318,
-0.060087841004133224,
0.04204346984624863,
0.006648639217019081,
0.08013811707496643,
0.04124477878212929,
-0.03840061277151108,
0.10620874166488647,
-0.007280002813786268,
-0.06132008135318756,
0.031065968796610832,
-0.0031680846586823463,
-0.07540563493967056,
0.016381487250328064,
-0.005284084472805262,
0.05094141513109207,
0.031548064202070236,
-1.849165620626536e-8,
-0.01868695393204689,
-0.015954183414578438,
-0.01590985246002674,
-0.026829024776816368,
0.07676041126251221,
0.023769401013851166,
-0.020531505346298218,
0.128700390458107,
-0.06410118192434311,
-0.005634495057165623,
-0.0008281494374386966,
-0.08531926572322845,
-0.02088128961622715,
0.07164891064167023,
0.11401914805173874,
-0.04826919734477997,
0.01940489560365677,
0.027776965871453285,
-0.0222069900482893,
-0.03258546069264412,
0.025221092626452446,
0.09032716602087021,
-0.02880673110485077,
0.11717066168785095,
0.07271020114421844,
0.00506186205893755,
0.0013599899830296636,
0.0006880347500555217,
0.10865941643714905,
-0.014883819967508316,
-0.044222328811883926,
0.04294152930378914,
-0.034014612436294556,
-0.05655732378363609,
0.10561128705739975,
0.08722607046365738,
-0.04693256691098213,
0.010494094341993332,
-0.06947743892669678,
0.05690331012010574,
0.047660842537879944,
0.052566055208444595,
0.028203420341014862,
0.013861268758773804,
0.023175816982984543,
0.00879018846899271,
-0.009336679242551327,
-0.06889791786670685,
0.015362144447863102,
-0.04387308657169342,
-0.02668820507824421,
-0.001759897917509079,
-0.03641968220472336,
0.12545034289360046,
-0.02945765294134617,
-0.0010739589342847466,
0.016596464440226555,
-0.04149555787444115,
0.10801716893911362,
0.004602569621056318,
-0.010511218570172787,
0.005531991831958294,
-0.010161194019019604,
0.0016557910712435842
] | p | The vector search engine can take care of all these tasks. | [
"articles",
"articles/neural-search-tutorial"
] | 6,684 |
[
"Neural Search Tutorial - Qdrant",
"Vector search engine"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(20) | [
-0.07778161019086838,
-0.02596859447658062,
-0.0827520340681076,
-0.028670212253928185,
0.0712437629699707,
-0.025220314040780067,
-0.07038330286741257,
0.016924412921071053,
0.01084040105342865,
-0.021117478609085083,
-0.014189443551003933,
0.08173789829015732,
-0.015354914590716362,
0.002641916275024414,
-0.02873525395989418,
0.0017233412945643067,
-0.022328045219182968,
0.06117863580584526,
0.07279711216688156,
-0.05198540911078453,
0.02729668840765953,
0.01965791918337345,
-0.04348788037896156,
-0.060667671263217926,
0.0051127104088664055,
0.027106279507279396,
0.013993706554174423,
-0.054448310285806656,
0.03904852643609047,
-0.035087358206510544,
0.017303287982940674,
0.0486995205283165,
0.004754047375172377,
0.1285933256149292,
-0.1314765363931656,
0.03849729150533676,
-0.06018130108714104,
0.029102571308612823,
-0.07096677273511887,
-0.03071589209139347,
-0.036219168454408646,
0.05318692326545715,
-0.047178007662296295,
0.01860021986067295,
0.05656180530786514,
0.04927461966872215,
-0.06556136906147003,
-0.05291194096207619,
0.07281538099050522,
-0.026931971311569214,
-0.09439608454704285,
-0.07616706937551498,
-0.0498114712536335,
0.001673317514359951,
0.04273706302046776,
0.03417683765292168,
0.009159216657280922,
-0.059791650623083115,
0.02569839544594288,
-0.0689418688416481,
0.07827038317918777,
-0.03341600298881531,
0.006694740615785122,
0.03514509275555611,
0.03896458074450493,
-0.029503872618079185,
0.033783432096242905,
0.031763989478349686,
0.0592581182718277,
-0.16207687556743622,
-0.06038945913314819,
0.060388028621673584,
-0.03923826664686203,
0.07509493082761765,
-0.011346129700541496,
0.08881433308124542,
0.032222505658864975,
0.027926335111260414,
0.059693899005651474,
-0.04690593108534813,
-0.04418928176164627,
0.03971660137176514,
-0.013600736856460571,
0.042690303176641464,
0.07522383332252502,
0.06247181445360184,
0.035648081451654434,
-0.024943357333540916,
0.11863551288843155,
0.045572977513074875,
0.06018831208348274,
-0.03710184618830681,
0.058211468160152435,
-0.03959343209862709,
-0.0019830979872494936,
0.012309025973081589,
0.0797370970249176,
-0.030131850391626358,
0.02650197222828865,
-0.008306811563670635,
0.03020300716161728,
-0.03758217766880989,
-0.029733479022979736,
0.0027510037180036306,
-0.03881286457180977,
0.009197994135320187,
0.05177973955869675,
0.003940039314329624,
0.0569155253469944,
-0.025691602379083633,
-0.04766475409269333,
0.05092216655611992,
-0.043190788477659225,
-0.08965859562158585,
-0.024016886949539185,
0.014997043646872044,
-0.06260042637586594,
0.0037306463345885277,
0.08497533947229385,
0.006654273718595505,
-0.02236366644501686,
0.014761595986783504,
-0.0019448769744485617,
0.014652648940682411,
-0.029357068240642548,
-0.005724181421101093,
-0.09033352136611938,
-3.3804675523115336e-33,
-0.05754675716161728,
-0.00271200411953032,
0.004912157543003559,
0.008076779544353485,
-0.05538765341043472,
-0.015751561149954796,
-0.008982851170003414,
0.07589348405599594,
-0.037400394678115845,
-0.00967432465404272,
-0.1349329948425293,
0.07464158535003662,
-0.0015279519138857722,
0.07280301302671432,
0.04273160919547081,
-0.05506626516580582,
-0.016131490468978882,
0.09026855230331421,
-0.01497170515358448,
-0.006891551893204451,
-0.0006279916851781309,
-0.09914325177669525,
0.011199219152331352,
0.007434528786689043,
0.04814779385924339,
0.0043265619315207005,
0.006112075410783291,
-0.045491330325603485,
0.013624480925500393,
-0.002820453606545925,
-0.039345886558294296,
-0.02616913989186287,
-0.11903540790081024,
0.05699387192726135,
0.06473471969366074,
0.048192527145147324,
-0.058186762034893036,
-0.0249436404556036,
-0.005609555635601282,
-0.0051572201773524284,
0.01089177280664444,
-0.05457520857453346,
0.0020874966867268085,
-0.047430455684661865,
-0.06283531337976456,
0.0033780017402023077,
-0.07611683011054993,
0.006661141756922007,
0.005339231342077255,
0.016893474385142326,
0.020366519689559937,
0.11925891041755676,
-0.04002659022808075,
-0.011156246066093445,
0.04780691862106323,
0.05482153594493866,
0.02034817449748516,
0.010837353765964508,
0.0026513496413826942,
0.02780662104487419,
-0.025226125493645668,
-0.0019722392316907644,
0.02948438562452793,
0.002645067172124982,
-0.03957803174853325,
-0.02714032307267189,
-0.013232865370810032,
0.014522776938974857,
0.0095992935821414,
0.13561537861824036,
0.0033416603691875935,
0.02178453654050827,
0.0605715811252594,
-0.06227543205022812,
-0.02988109178841114,
-0.049962881952524185,
0.0028309200424700975,
-0.051647819578647614,
-0.030346626415848732,
-0.04363308846950531,
-0.05856833979487419,
-0.04810941219329834,
0.04114240035414696,
-0.013173508457839489,
0.012235832400619984,
-0.07101990282535553,
0.04406989738345146,
-0.14619746804237366,
0.019119054079055786,
0.009653376415371895,
0.0026627187617123127,
-0.01164418924599886,
-0.09385716915130615,
0.041061755269765854,
-0.022043073549866676,
2.739297648404371e-33,
-0.01093488372862339,
-0.0850665271282196,
0.03511296957731247,
0.010068110190331936,
-0.09480441361665726,
-0.04914373904466629,
0.0016447820235043764,
0.01807018183171749,
-0.05368741601705551,
0.00037463163607753813,
-0.04509463906288147,
0.005171196535229683,
0.012254726141691208,
-0.018070729449391365,
0.022073492407798767,
0.13361969590187073,
-0.0635368600487709,
-0.10346909612417221,
-0.043503645807504654,
-0.002862007124349475,
-0.09289553761482239,
0.046807244420051575,
-0.00968561414629221,
-0.03010861575603485,
-0.023512117564678192,
0.018224423751235008,
0.021861979737877846,
0.015322156250476837,
-0.05584949627518654,
-0.04962041974067688,
-0.01009793858975172,
-0.042609989643096924,
-0.06966570019721985,
-0.00018921140872407705,
-0.045772481709718704,
0.0173244159668684,
0.06921766698360443,
0.009987009689211845,
0.05809461325407028,
0.01784464344382286,
0.003322938922792673,
0.04118466377258301,
-0.014994117431342602,
0.00456568319350481,
-0.02396547980606556,
0.03751076012849808,
-0.03001592494547367,
0.14968904852867126,
0.040412597358226776,
0.02092622220516205,
0.04827702045440674,
0.0066377329640090466,
-0.009060586802661419,
-0.015032763592898846,
0.04032708331942558,
0.003507406683638692,
-0.02058347314596176,
0.05424421653151512,
0.03876631334424019,
-0.035388752818107605,
-0.06615114957094193,
-0.04718826711177826,
-0.012689515948295593,
0.04845074564218521,
0.007006899919360876,
-0.0012652708683162928,
0.020525110885500908,
-0.032335203140974045,
-0.09456821531057358,
0.008004785515367985,
0.11205170303583145,
0.03560755401849747,
0.05922313034534454,
0.01518139149993658,
-0.03343833610415459,
0.0024745496921241283,
0.07944750040769577,
-0.03198082745075226,
-0.03624076023697853,
0.0014470028690993786,
-0.018552707508206367,
-0.005415161605924368,
0.11154916882514954,
0.08896006643772125,
-0.041650936007499695,
0.10555341094732285,
-0.020230591297149658,
0.023558123037219048,
0.008688565343618393,
0.04281655326485634,
-0.06687053292989731,
0.040576089173555374,
-0.05233097821474075,
0.04277918115258217,
0.03118709847331047,
-1.8668178114467082e-8,
-0.09572871029376984,
-0.0532945916056633,
-0.03146689385175705,
-0.030631354078650475,
-0.011706425808370113,
0.03308216109871864,
0.028374070301651955,
0.09064967930316925,
-0.052814386785030365,
0.025212518870830536,
0.02241567149758339,
-0.10927911102771759,
-0.08446292579174042,
0.056153297424316406,
0.0884828045964241,
0.019759787246584892,
0.03443722799420357,
0.013257309794425964,
-0.020837869495153427,
-0.02242881804704666,
-0.01518911961466074,
0.07757435739040375,
0.004167180974036455,
0.09777524322271347,
0.049753524363040924,
0.0026974943466484547,
0.048386815935373306,
0.09080561250448227,
0.1292109191417694,
-0.06922832131385803,
-0.012661593966186047,
0.10126619040966034,
0.04339746758341789,
-0.013328010216355324,
0.039453648030757904,
0.09928014129400253,
-0.041227564215660095,
0.041313864290714264,
-0.028848757967352867,
0.06289984285831451,
0.03523457795381546,
0.06521133333444595,
-0.003401286667212844,
-0.02164323441684246,
0.049812737852334976,
0.052203405648469925,
0.033000487834215164,
-0.05570732802152634,
0.04823189228773117,
-0.04769515246152878,
-0.02157621458172798,
-0.009297392331063747,
-0.047798097133636475,
0.12556608021259308,
-0.04381982982158661,
-0.017756246030330658,
-0.027217909693717957,
-0.08188232779502869,
0.10555426776409149,
-0.006465170998126268,
-0.03369056060910225,
0.018301736563444138,
0.030858948826789856,
-0.0058439490385353565
] | p | It provides a convenient API for searching and managing vectors. | [
"articles",
"articles/neural-search-tutorial"
] | 6,685 |
[
"Neural Search Tutorial - Qdrant",
"Vector search engine"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(20) | [
-0.04241807758808136,
-0.005163623485714197,
-0.07075311988592148,
-0.04901808872818947,
0.013495963998138905,
0.0098970802500844,
-0.06677920371294022,
0.0008598972926847637,
-0.06422118097543716,
-0.02960870787501335,
0.016302479431033134,
0.003651604289188981,
0.039264094084501266,
0.007475469261407852,
-0.07025884091854095,
0.029932115226984024,
-0.03374016284942627,
0.05129323899745941,
0.10309246927499771,
-0.11596625298261642,
0.03148570656776428,
-0.007513577118515968,
0.024513768032193184,
-0.1016455590724945,
0.048653338104486465,
0.003508312627673149,
0.0500364750623703,
0.006029251031577587,
0.05524609610438347,
-0.023555153980851173,
0.029836418107151985,
0.025007812306284904,
0.0586378313601017,
0.08533980697393417,
-0.1163063645362854,
0.016769982874393463,
-0.07451211661100388,
-0.010067090392112732,
-0.016802029684185982,
0.03962253779172897,
-0.05292562022805214,
0.07981336861848831,
-0.033729419112205505,
0.015535889193415642,
0.13301540911197662,
0.06428550183773041,
-0.10912258923053741,
0.006184341385960579,
0.05074293911457062,
-0.0588095597922802,
-0.10231290757656097,
-0.09650637209415436,
-0.04381952062249184,
-0.023507023230195045,
0.0033177745062857866,
-0.02196532115340233,
0.018412405624985695,
-0.08511082828044891,
0.017753610387444496,
-0.054819606244564056,
0.07559359818696976,
-0.030249198898673058,
-0.021498365327715874,
-0.006103115156292915,
0.027959145605564117,
0.05786968767642975,
0.013291331939399242,
0.09583579748868942,
0.02999243140220642,
-0.06401265412569046,
-0.08074488490819931,
-0.013725192286074162,
-0.06511160731315613,
-0.015279584564268589,
-0.05100369453430176,
0.0399899035692215,
-0.011613722890615463,
0.04740256071090698,
-0.06654008477926254,
-0.04538470134139061,
-0.0664762482047081,
-0.021177006885409355,
0.02595144882798195,
0.04182106629014015,
0.05687342956662178,
0.08089066296815872,
-0.017528148368000984,
0.011514817364513874,
0.04908515512943268,
0.017208226025104523,
0.02940816804766655,
0.05762830749154091,
-0.0020173857919871807,
-0.03263934701681137,
0.010275771841406822,
0.003176506143063307,
0.09114857017993927,
-0.017214853316545486,
0.10142210125923157,
-0.025007357820868492,
0.02057485841214657,
-0.0713154748082161,
0.000263603258645162,
0.021171212196350098,
-0.05414661765098572,
0.061896912753582,
0.042819906026124954,
0.026280971243977547,
0.07256457954645157,
-0.10149191319942474,
-0.07279521971940994,
0.03935868665575981,
-0.017197981476783752,
-0.091872937977314,
0.015557077713310719,
-0.031749576330184937,
0.038423750549554825,
0.04062281921505928,
0.054892029613256454,
0.027698585763573647,
-0.028407476842403412,
0.03417319804430008,
-0.08500994741916656,
0.007465789094567299,
-0.03655344992876053,
0.028619561344385147,
-0.14121825993061066,
2.307285291048941e-33,
-0.010762602090835571,
0.003221191931515932,
0.07153995335102081,
0.02847318723797798,
-0.0823274701833725,
-0.015306436456739902,
0.02357974648475647,
-0.025853034108877182,
-0.009680286049842834,
-0.010600314475595951,
-0.060921888798475266,
0.012730615213513374,
-0.027173377573490143,
0.016491234302520752,
0.01642087660729885,
-0.1028648093342781,
-0.04964162036776543,
0.009130552411079407,
-0.027022814378142357,
-0.042316995561122894,
0.005582550074905157,
-0.06873831152915955,
-0.0009282153914682567,
-0.0030086839105933905,
0.06462351232767105,
-0.010907300747931004,
0.07434836775064468,
-0.04875287413597107,
-0.017682621255517006,
-0.01243460550904274,
-0.06254111975431442,
0.011695541441440582,
-0.12230105698108673,
0.009264395572245121,
-0.050379615277051926,
0.016017725691199303,
-0.028140511363744736,
0.030282363295555115,
-0.015502751804888248,
-0.051847200840711594,
0.02453865110874176,
-0.075163334608078,
0.029485642910003662,
-0.06217987835407257,
-0.04281517490744591,
0.0332413949072361,
-0.028909744694828987,
0.02419295907020569,
0.11774846911430359,
-0.030249113216996193,
-0.03107828088104725,
0.056366804987192154,
-0.05584747716784477,
0.04415320232510567,
0.04049219563603401,
0.08477048575878143,
0.01230129785835743,
0.04656846821308136,
-0.05905580893158913,
0.05334554985165596,
-0.01132322009652853,
0.022328514605760574,
0.04123341292142868,
-0.06285879015922546,
-0.072291798889637,
-0.032367173582315445,
-0.031621821224689484,
-0.020478246733546257,
0.021599065512418747,
0.13104106485843658,
0.011157818138599396,
0.042116716504096985,
0.11598459631204605,
-0.009424005635082722,
0.016463013365864754,
0.011040909215807915,
-0.03738667070865631,
-0.0447220504283905,
-0.041909556835889816,
-0.01151581946760416,
-0.07064316421747208,
-0.021987902000546455,
0.09224145114421844,
-0.07796865701675415,
0.061399150639772415,
-0.11448312550783157,
0.07879408448934555,
-0.09680569171905518,
-0.037987370043992996,
0.027316587045788765,
-0.057384684681892395,
0.028273342177271843,
-0.009886907413601875,
0.07732726633548737,
0.022499067708849907,
-1.68059123273017e-33,
-0.00650993175804615,
-0.030527133494615555,
0.050553012639284134,
0.0317685641348362,
-0.017694953829050064,
-0.03424534201622009,
-0.042208895087242126,
0.028986843302845955,
0.04285776615142822,
0.024591395631432533,
-0.031116774305701256,
0.040227144956588745,
0.00289255753159523,
-0.021065473556518555,
-0.05472513288259506,
0.10186593979597092,
-0.05477246269583702,
-0.0373893603682518,
-0.021743567660450935,
0.015787959098815918,
-0.07931675016880035,
0.06262519210577011,
-0.04919524863362312,
-0.06313616782426834,
-0.0090889111161232,
0.014947479590773582,
0.08205045759677887,
0.030221352353692055,
-0.06049405038356781,
-0.07193045318126678,
-0.009695271961390972,
-0.06991641968488693,
-0.04097101837396622,
0.057730503380298615,
-0.04919802397489548,
0.033665623515844345,
0.032693974673748016,
0.0031701468396931887,
0.05299442261457443,
0.07068793475627899,
-0.0245676226913929,
0.08847338706254959,
-0.003642043797299266,
-0.023555688560009003,
-0.017182061448693275,
0.024793008342385292,
-0.023811908438801765,
0.06517661362886429,
0.017893828451633453,
0.009041938930749893,
0.07463034242391586,
0.05279809609055519,
-0.004730381071567535,
0.014252973720431328,
0.004909434821456671,
0.008274107240140438,
0.015842312946915627,
0.02942366898059845,
0.06362596154212952,
-0.03502950817346573,
-0.04721853882074356,
-0.029638465493917465,
-0.014416947960853577,
0.07450779527425766,
0.0010359216248616576,
-0.06220623850822449,
-0.03174449875950813,
0.020412469282746315,
-0.027776943519711494,
0.0005949338083155453,
0.034406088292598724,
0.07974565774202347,
0.09667935967445374,
0.06335270404815674,
-0.028249911963939667,
-0.015570269897580147,
0.028436461463570595,
0.06330384314060211,
0.006642711814492941,
-0.054771021008491516,
0.10386212915182114,
0.008942097425460815,
0.03668300807476044,
0.0890766829252243,
-0.05104805901646614,
0.08290271461009979,
0.028045080602169037,
0.014914251863956451,
0.046754755079746246,
-0.003175177378579974,
-0.04278920218348503,
0.037503380328416824,
0.017623910680413246,
0.019607292488217354,
0.03961247578263283,
-1.8880143670685356e-8,
-0.00957963615655899,
-0.09390547126531601,
-0.0011648122454062104,
-0.010801010765135288,
0.05627397447824478,
0.02158883959054947,
0.018670618534088135,
0.0919567123055458,
-0.09529561549425125,
0.0004325680492911488,
-0.02767740748822689,
-0.048388246446847916,
-0.0653655007481575,
0.07094138860702515,
0.05286366865038872,
-0.023517128080129623,
0.004682727623730898,
0.04312678426504135,
0.008740638382732868,
-0.0628272145986557,
0.01928015425801277,
0.0947633683681488,
-0.0031046837102621794,
0.1171659380197525,
0.052021853625774384,
0.018091605976223946,
-0.0446215495467186,
-0.0401487872004509,
0.1090850681066513,
-0.0232163704931736,
0.009865211322903633,
0.03136017546057701,
0.022877659648656845,
-0.06360882520675659,
0.05298338457942009,
0.10259761661291122,
-0.05037775635719299,
0.005829788278788328,
-0.05731939524412155,
0.0960836187005043,
-0.003182691987603903,
0.03851589933037758,
0.0031744814477860928,
-0.016677256673574448,
0.06134709715843201,
0.05133790150284767,
0.003312881803140044,
-0.027340764179825783,
0.007122705224901438,
-0.010057799518108368,
-0.005657689645886421,
-0.057681843638420105,
-0.051716387271881104,
0.026129575446248055,
-0.0741596594452858,
0.0010065011447295547,
-0.04046151414513588,
-0.014668947085738182,
0.09713597595691681,
-0.06189940869808197,
-0.03531321510672569,
0.061118051409721375,
-0.014124277979135513,
0.023722747340798378
] | p | In our tutorial we will use Qdrant vector search engine. | [
"articles",
"articles/neural-search-tutorial"
] | 6,686 |
[
"Neural Search Tutorial - Qdrant",
"Vector search engine"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(20) | [
-0.08494439721107483,
0.012381641194224358,
-0.03903116658329964,
-0.008328209631145,
0.04688042402267456,
0.017419613897800446,
-0.023315148428082466,
-0.05047297850251198,
0.03013831190764904,
-0.03419933840632439,
-0.03367935121059418,
0.09338050335645676,
0.008558351546525955,
0.0012584957294166088,
-0.021819988265633583,
-0.003951819147914648,
0.04594052582979202,
0.03460107743740082,
0.001291879452764988,
-0.03485441580414772,
0.04773418977856636,
-0.00813561026006937,
-0.011361551471054554,
-0.08108112961053848,
-0.02347934991121292,
0.010816476307809353,
-0.046756450086832047,
-0.08923062682151794,
0.06629186868667603,
-0.02822105959057808,
0.04933924973011017,
0.021719109266996384,
0.015514219179749489,
0.13670234382152557,
-0.20062708854675293,
0.0018349159508943558,
-0.021746356040239334,
0.02019323594868183,
-0.10244784504175186,
-0.041698794811964035,
-0.029179945588111877,
0.051172155886888504,
-0.06466613709926605,
0.0710608959197998,
-0.005903348792344332,
-0.010526021011173725,
-0.022397810593247414,
-0.08386706560850143,
0.04344608262181282,
-0.052817314863204956,
-0.08975475281476974,
-0.01869705133140087,
-0.03455143794417381,
0.05342952907085419,
0.0024669980630278587,
-0.015288595110177994,
-0.05674601346254349,
-0.04152999445796013,
-0.004019532818347216,
-0.04976557567715645,
-0.004667026922106743,
-0.06706055998802185,
0.05979324132204056,
0.01868036389350891,
0.07925564050674438,
-0.10666090250015259,
-0.006483795586973429,
-0.003636458422988653,
0.03171494975686073,
-0.06554519385099411,
-0.0017378635238856077,
0.038293689489364624,
-0.031966112554073334,
0.02599761262536049,
0.02771451324224472,
0.08769645541906357,
0.049715034663677216,
-0.0007507283007726073,
0.07363787293434143,
0.03664461523294449,
-0.03409126028418541,
-0.019370894879102707,
-0.01883538067340851,
0.00011718998575815931,
0.06051445007324219,
0.024911193177103996,
-0.04897325858473778,
-0.11630062013864517,
0.08561819791793823,
0.003032943233847618,
0.06224162504076958,
-0.045792657881975174,
0.04186949506402016,
-0.02175264060497284,
0.00043730970355682075,
-0.059940192848443985,
0.06411649286746979,
0.02868828922510147,
0.03725806251168251,
-0.04452592879533768,
0.07544531673192978,
0.016097430139780045,
-0.025545760989189148,
-0.03381197154521942,
-0.03542081639170647,
-0.03497551381587982,
0.03386238217353821,
-0.0012188854161649942,
0.0282522514462471,
-0.029628144577145576,
-0.07669176161289215,
0.05559118837118149,
0.021334338933229446,
-0.09167418628931046,
-0.06488380581140518,
0.006367390509694815,
-0.07247528433799744,
-0.021815326064825058,
0.05469449236989021,
-0.002231425140053034,
-0.043699927628040314,
0.02744259685277939,
-0.02360808476805687,
0.0169207863509655,
0.0034299723338335752,
0.0035436959005892277,
-0.07889364659786224,
5.137532039402386e-34,
-0.05259168520569801,
-0.031158586964011192,
-0.054657503962516785,
-0.02282298542559147,
-0.06879474967718124,
0.036676518619060516,
-0.012614878825843334,
0.06399672478437424,
-0.024059241637587547,
0.00968894548714161,
-0.12441213428974152,
0.004751211032271385,
0.0293920636177063,
0.12594246864318848,
0.06058123707771301,
0.00009088664228329435,
0.01411911565810442,
0.055248431861400604,
0.03533954173326492,
-0.005959863308817148,
0.05300651863217354,
-0.08430934697389603,
0.025983324274420738,
-0.0039939191192388535,
0.04996255785226822,
-0.006683853454887867,
0.012699182145297527,
-0.040993694216012955,
-0.013974250294268131,
0.005524510983377695,
-0.10136439651250839,
0.016437983140349388,
-0.05268598720431328,
0.0399765819311142,
0.08107662945985794,
0.1045767143368721,
-0.04281289875507355,
-0.03604540601372719,
-0.01688053458929062,
-0.022406047210097313,
-0.010155363008379936,
-0.01849800907075405,
-0.030778327956795692,
-0.06738976389169693,
-0.09430672228336334,
-0.039451733231544495,
-0.07917775958776474,
0.03930037468671799,
-0.01942886970937252,
0.03478384390473366,
0.07829427719116211,
0.0880388617515564,
-0.05059394985437393,
-0.006093886215239763,
0.1464347392320633,
0.07274594902992249,
0.0444633811712265,
0.030108362436294556,
-0.00561810377985239,
0.05009576305747032,
-0.06745917350053787,
-0.02661198377609253,
0.058408427983522415,
0.026557976379990578,
-0.030288804322481155,
-0.0003234614559914917,
0.04618135839700699,
-0.0063001848757267,
0.04034939780831337,
0.10759975016117096,
0.011159596964716911,
0.03680114448070526,
0.00839694868773222,
-0.0067824749276041985,
-0.003015061840415001,
-0.046664707362651825,
0.014723749831318855,
-0.08171909302473068,
0.0789346918463707,
0.0035917984787374735,
-0.03504529222846031,
-0.05802855268120766,
0.03843725472688675,
0.04611148685216904,
0.03138663247227669,
-0.02294222265481949,
0.018095791339874268,
-0.11601608991622925,
0.003046185476705432,
-0.03290245309472084,
0.01142609491944313,
-0.024067191407084465,
-0.1215532198548317,
0.0017263138433918357,
-0.01966678909957409,
-1.1296868971741776e-33,
-0.06458577513694763,
-0.042654793709516525,
-0.03801682963967323,
-0.0057063172571361065,
-0.06107307970523834,
-0.02031046152114868,
0.0747012048959732,
-0.12308971583843231,
-0.008152947761118412,
0.00173970649484545,
-0.05331755429506302,
-0.045995552092790604,
0.020561691373586655,
-0.002667317632585764,
-0.008699590340256691,
0.10396739095449448,
-0.07946678251028061,
-0.097944475710392,
-0.05057530477643013,
-0.01502974797040224,
-0.06342270970344543,
0.029162727296352386,
-0.02122562937438488,
0.006090001668781042,
0.00638996995985508,
-0.028905101120471954,
-0.012303391471505165,
0.024997804313898087,
0.040302880108356476,
-0.042043909430503845,
0.04544374719262123,
-0.03564387187361717,
-0.03731434419751167,
-0.02279703877866268,
-0.006724875885993242,
0.005230281967669725,
0.05995282903313637,
0.02922023832798004,
0.03625517711043358,
0.002702060854062438,
0.0004905579844489694,
0.02908630296587944,
-0.02051972970366478,
0.03701299801468849,
-0.03519167751073837,
0.045651715248823166,
0.027690880000591278,
0.07138776034116745,
0.05541039630770683,
0.015012036077678204,
0.055587250739336014,
0.01353334542363882,
-0.0458528995513916,
0.05436825007200241,
0.03570358455181122,
-0.011831616051495075,
-0.03252647817134857,
0.031026562675833702,
-0.003902795258909464,
-0.007106414996087551,
0.004555098246783018,
-0.028156550601124763,
0.006697876378893852,
-0.022496839985251427,
0.045944370329380035,
0.019640615209937096,
0.07062538713216782,
-0.0014483319828286767,
-0.07299453765153885,
-0.009167468175292015,
0.11115488409996033,
-0.03543220832943916,
0.06397231668233871,
0.046656638383865356,
-0.027090884745121002,
0.040941253304481506,
0.07855137437582016,
-0.05906803905963898,
-0.017372220754623413,
0.037261154502630234,
-0.07834167033433914,
0.01183231733739376,
0.11184638738632202,
0.10445079952478409,
0.02193196676671505,
0.05010928586125374,
-0.04394347965717316,
0.01995120756328106,
-0.026105767115950584,
0.01665099896490574,
0.016566015779972076,
0.023914696648716927,
-0.05254983901977539,
0.07202249020338058,
0.03749815747141838,
-3.1702214187134814e-8,
-0.10344000160694122,
-0.02889189124107361,
-0.06695349514484406,
-0.03410821408033371,
-0.01658201962709427,
0.023675862699747086,
0.08761678636074066,
0.038844794034957886,
-0.07885657995939255,
-0.015777334570884705,
-0.014627793803811073,
-0.04979875311255455,
-0.08956996351480484,
0.009307372383773327,
0.1431674212217331,
-0.0016427406808361411,
0.02051745541393757,
-0.030493004247546196,
-0.018057692795991898,
-0.05171054229140282,
-0.013929035514593124,
0.04200369119644165,
-0.06739342212677002,
0.08926322311162949,
0.003924140240997076,
0.04296301677823067,
0.019971497356891632,
0.08122505247592926,
0.12367825955152512,
-0.048656415194272995,
-0.005478073377162218,
0.06502147018909454,
0.01004314236342907,
0.019912606105208397,
0.0799170508980751,
0.0904373824596405,
-0.014859535731375217,
-0.009051207453012466,
-0.06012234464287758,
0.07812134921550751,
0.0550483837723732,
0.037880364805459976,
0.010476084426045418,
0.03460953012108803,
-0.0012289793230593204,
0.06257015466690063,
-0.021311864256858826,
-0.09545423835515976,
0.012723968364298344,
-0.0046806540340185165,
0.05370364338159561,
-0.008569900877773762,
-0.02882702462375164,
0.0826299637556076,
0.009826709516346455,
0.007210740819573402,
0.01403120532631874,
-0.09546464681625366,
0.0799243152141571,
0.019806407392024994,
0.008177664130926132,
-0.05244185030460358,
0.02859281562268734,
-0.0171013455837965
] | p | It not only supports all necessary operations with vectors but also allows to store additional payload along with vectors and use it to perform filtering of the search result. | [
"articles",
"articles/neural-search-tutorial"
] | 6,687 |
[
"Neural Search Tutorial - Qdrant",
"Vector search engine"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(20) | [
-0.11079198867082596,
-0.014932063408195972,
-0.0637068822979927,
-0.01296573132276535,
-0.09970739483833313,
-0.05318064987659454,
-0.062153492122888565,
0.082001693546772,
-0.010907989926636219,
-0.03874829784035683,
-0.02169891446828842,
-0.035321369767189026,
0.09306888282299042,
0.08847394585609436,
0.10201512277126312,
0.020929258316755295,
0.038295503705739975,
0.031318072229623795,
0.13850247859954834,
-0.11821217089891434,
-0.05203593522310257,
0.07144790142774582,
-0.00024097033019643277,
0.01723305508494377,
0.03947071358561516,
-0.11549071222543716,
0.007843662053346634,
0.018812036141753197,
-0.03150429204106331,
0.06981036812067032,
-0.0370706245303154,
0.023422252386808395,
-0.04622723534703255,
0.028756938874721527,
-0.009902222082018852,
0.06574922800064087,
0.009618360549211502,
-0.10614238679409027,
-0.05141059681773186,
-0.0268420223146677,
-0.049145184457302094,
0.032841119915246964,
-0.11968272179365158,
-0.022322140634059906,
-0.012191430665552616,
0.02020636945962906,
-0.06351114064455032,
0.09247199445962906,
-0.07127499580383301,
-0.006609710864722729,
-0.1017618328332901,
-0.017988402396440506,
-0.01781579479575157,
-0.0032428463455289602,
0.05188265070319176,
0.01705579273402691,
0.031441476196050644,
-0.021665163338184357,
-0.08785580098628998,
-0.03839128091931343,
-0.021422186866402626,
0.016604682430624962,
0.01230557356029749,
0.055314742028713226,
-0.046368248760700226,
0.08951573818922043,
-0.03679420053958893,
0.086163230240345,
0.08871378004550934,
-0.10334678739309311,
-0.0939650684595108,
-0.095769502222538,
-0.04714026302099228,
0.011256475932896137,
-0.014757293276488781,
-0.07997345179319382,
0.038137633353471756,
0.03654789179563522,
-0.05479254201054573,
-0.051686838269233704,
-0.0497022420167923,
0.04662066698074341,
-0.02155761606991291,
0.07669540494680405,
0.005025872029364109,
-0.007063673809170723,
0.032473184168338776,
0.12611976265907288,
0.0006033958634361625,
-0.004638319369405508,
0.035072676837444305,
-0.04943569004535675,
-0.0016616560751572251,
-0.0631900280714035,
-0.01201710943132639,
0.016857100650668144,
0.08044256269931793,
-0.022077316418290138,
-0.021142154932022095,
0.011923043057322502,
-0.01444938126951456,
-0.07911843061447144,
-0.015804678201675415,
-0.0464753620326519,
-0.007244720123708248,
0.060400016605854034,
0.00207639136351645,
-0.054877493530511856,
0.02526220865547657,
-0.009633413515985012,
-0.08470944315195084,
-0.015653574839234352,
-0.03268314525485039,
-0.08238953351974487,
-0.0034301020205020905,
0.08330397307872772,
-0.04847116023302078,
0.06582051515579224,
0.04200732335448265,
0.00833714660257101,
-0.011133396066725254,
0.04136214032769203,
-0.00103873445186764,
0.006419098936021328,
0.0007599802920594811,
0.02108040824532509,
-0.010803716257214546,
-1.1596768804705236e-33,
-0.0027884934097528458,
0.01692134141921997,
0.09555738419294357,
0.008106518536806107,
0.04519319161772728,
-0.02368740923702717,
0.1128261387348175,
0.02381078526377678,
-0.10216053575277328,
-0.10278446227312088,
-0.005077006295323372,
0.08419818431138992,
-0.020580917596817017,
0.009481030516326427,
0.010174219496548176,
0.031606659293174744,
-0.07889442890882492,
0.05671586096286774,
0.08073653280735016,
0.05153237655758858,
0.008857214823365211,
-0.03452867642045021,
0.0029904101975262165,
0.08189091831445694,
0.03772067651152611,
-0.0189528726041317,
-0.005028799641877413,
0.049383360892534256,
0.0076240599155426025,
0.007816847413778305,
-0.06293104588985443,
-0.015707077458500862,
-0.043733056634664536,
-0.040449101477861404,
-0.06922738254070282,
-0.03716462105512619,
-0.09929179400205612,
-0.09237316995859146,
-0.007986464537680149,
-0.045204922556877136,
-0.0019979309290647507,
0.03175996243953705,
0.028516463935375214,
-0.033759813755750656,
-0.0562836155295372,
0.048674773424863815,
-0.06144724413752556,
0.024144252762198448,
0.003086064476519823,
-0.037380777299404144,
0.022716453298926353,
-0.018395433202385902,
0.0417671836912632,
0.07333685457706451,
0.011352576315402985,
0.019044235348701477,
0.0576692596077919,
0.022642426192760468,
-0.016605541110038757,
-0.014546149410307407,
0.028490271419286728,
-0.020492305979132652,
0.030712686479091644,
0.012630904093384743,
-0.025288661941885948,
-0.012786420062184334,
-0.028071517124772072,
0.011177865788340569,
0.009933109395205975,
0.05132053419947624,
-0.022762002423405647,
0.08298628032207489,
0.006886884570121765,
0.022331420332193375,
-0.010479074902832508,
-0.04265689477324486,
0.011805471032857895,
-0.06981705874204636,
0.004205865785479546,
0.04204421117901802,
0.003556464798748493,
-0.03926386311650276,
0.015564080327749252,
-0.00456038536503911,
0.011658952571451664,
-0.055596765130758286,
0.07960047572851181,
0.02733878791332245,
-0.03236296400427818,
-0.006141787860542536,
-0.03882642090320587,
-0.0021032365038990974,
0.009707535617053509,
0.057409968227148056,
0.026599502190947533,
-6.408300666536301e-34,
-0.02808343432843685,
-0.0986521765589714,
0.032918404787778854,
0.034193430095911026,
-0.008824149146676064,
-0.041973747313022614,
0.0058570364490151405,
0.014590269885957241,
0.03569219261407852,
0.026545384898781776,
-0.01978912763297558,
-0.04953411966562271,
0.049694739282131195,
-0.012201545760035515,
0.03391188010573387,
0.02346067875623703,
-0.08611296117305756,
-0.07988422363996506,
0.046012379229068756,
0.02267882041633129,
-0.08744016289710999,
0.025421543046832085,
-0.01431402936577797,
-0.0810639038681984,
0.011881902813911438,
-0.02534492313861847,
-0.04836246743798256,
-0.00260174716822803,
-0.07596183568239212,
-0.04172036051750183,
-0.010411668568849564,
-0.04783805459737778,
-0.0795603021979332,
-0.05559395253658295,
-0.0175009872764349,
0.01719614304602146,
0.044967927038669586,
0.030315598472952843,
-0.009926182217895985,
0.005985136143863201,
0.04930249974131584,
0.04719878360629082,
-0.04006984457373619,
0.024491438642144203,
-0.006417866796255112,
0.009990488179028034,
-0.10956760495901108,
0.0684676393866539,
-0.04800990968942642,
-0.07890497148036957,
0.020908057689666748,
0.037840623408555984,
0.01964396983385086,
-0.055252280086278915,
-0.024604538455605507,
0.00818503275513649,
0.049074143171310425,
0.07152240723371506,
-0.023309074342250824,
-0.04738026112318039,
-0.04873151332139969,
-0.060953281819820404,
0.0004805454227607697,
0.09192819148302078,
-0.01684696041047573,
-0.01924489066004753,
-0.06094304099678993,
-0.001946142641827464,
-0.03103691339492798,
-0.08082431554794312,
0.048162419348955154,
-0.017804864794015884,
0.0182769987732172,
0.10634437203407288,
0.012010195292532444,
0.00774528831243515,
-0.07362774014472961,
0.026726923882961273,
-0.0019907495006918907,
0.008708711713552475,
0.054161153733730316,
-0.02351628988981247,
0.10703790932893753,
0.10564222186803818,
0.004408493638038635,
-0.07393437623977661,
0.02525835670530796,
0.052529994398355484,
0.05713489651679993,
0.01600554957985878,
-0.03271259739995003,
0.09864723682403564,
0.022409433498978615,
0.03413744643330574,
0.06877059489488602,
-2.5838533090905003e-8,
-0.0013017522869631648,
-0.015590766444802284,
0.016625836491584778,
0.02853177674114704,
-0.08899664133787155,
0.0338355116546154,
0.003751999931409955,
0.04020671918988228,
0.013908665627241135,
0.08693122118711472,
-0.07875876873731613,
-0.04013466835021973,
-0.05829716473817825,
0.03270164132118225,
-0.042194053530693054,
0.08806462585926056,
0.08716646581888199,
0.06671594083309174,
0.01961599290370941,
0.024261025711894035,
0.04065753519535065,
0.08365680277347565,
0.011381173506379128,
0.024988088756799698,
0.0052359867841005325,
-0.00563112273812294,
-0.010373574681580067,
-0.0028709478210657835,
-0.0009662854135967791,
-0.13212208449840546,
-0.011827032081782818,
-0.10015728324651718,
0.06021810322999954,
0.0009173885337077081,
0.06946979463100433,
0.07467472553253174,
-0.05199265107512474,
-0.009352692402899265,
-0.007849011570215225,
0.05891246721148491,
-0.01774284802377224,
-0.014927751384675503,
-0.04621896147727966,
-0.006777222268283367,
0.08751846104860306,
0.02700253389775753,
-0.06580948829650879,
-0.008205339312553406,
0.03849831223487854,
0.009624362923204899,
-0.02014470472931862,
-0.041842736303806305,
0.021711120381951332,
-0.036583129316568375,
-0.045175790786743164,
0.07840842753648758,
-0.07482428103685379,
-0.0028591721784323454,
0.05843503773212433,
-0.03940930590033531,
0.009184097871184349,
0.12153460085391998,
0.12262626737356186,
0.06566714495420456
] | p | Qdrant has a client for python and also defines the API schema if you need to use it from other languages. | [
"articles",
"articles/neural-search-tutorial"
] | 6,688 |
[
"Neural Search Tutorial - Qdrant",
"Vector search engine"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(21) | [
-0.06596513837575912,
0.019907167181372643,
-0.058805789798498154,
-0.029728034511208534,
-0.04371146112680435,
0.0028698118403553963,
-0.06950806081295013,
0.0585097074508667,
0.010682273656129837,
0.005823922343552113,
0.022264864295721054,
-0.07513792812824249,
0.017446517944335938,
0.1159508153796196,
-0.011194772087037563,
0.03364373743534088,
-0.018156852573156357,
0.011908781714737415,
0.10692451149225235,
-0.08003371953964233,
-0.04211360216140747,
-0.03123030811548233,
0.06083284690976143,
-0.1336168795824051,
0.05939079821109772,
-0.04641982167959213,
0.006621390115469694,
0.08326118439435959,
0.04959582909941673,
-0.02130805514752865,
0.021832969039678574,
-0.011983271688222885,
-0.0009983590571209788,
0.018326064571738243,
-0.004378682002425194,
0.10248959809541702,
-0.03300895169377327,
-0.06864260137081146,
-0.036896951496601105,
-0.024089720100164413,
0.031579647213220596,
0.083403080701828,
-0.05562247335910797,
0.00721514318138361,
0.0677538812160492,
0.0005491917836479843,
-0.019335748627781868,
0.05257745087146759,
0.008376979269087315,
-0.10986737906932831,
-0.054216861724853516,
-0.0798693373799324,
-0.04552856832742691,
0.011234903708100319,
0.05138911306858063,
0.016260983422398567,
0.020542016252875328,
-0.01566099002957344,
-0.03008616715669632,
0.03170785680413246,
-0.0014408377464860678,
0.09191334247589111,
-0.028059929609298706,
-0.007199926767498255,
0.054854992777109146,
0.05947092920541763,
-0.01688370294868946,
0.027972962707281113,
0.06553003937005997,
-0.020684413611888885,
-0.0815221294760704,
-0.06867726892232895,
-0.046156320720911026,
-0.041027896106243134,
-0.043797992169857025,
-0.06092469394207001,
-0.042761050164699554,
0.031726863235235214,
-0.08836973458528519,
-0.06211971119046211,
-0.018028346821665764,
-0.01060133520513773,
0.025345725938677788,
0.03221539407968521,
0.07916785776615143,
0.09632986038923264,
-0.04606384411454201,
0.030725453048944473,
-0.027799827978014946,
-0.056956399232149124,
0.02174871601164341,
-0.0052739884704351425,
-0.07877562195062637,
-0.006564317736774683,
0.033695727586746216,
-0.06962233036756516,
0.10834282636642456,
-0.03728800639510155,
-0.0015685915714129806,
0.010128796100616455,
0.033456988632678986,
-0.0495428629219532,
-0.016441982239484787,
0.03861093148589134,
0.02847014181315899,
-0.01211695745587349,
0.0889512449502945,
0.012279681861400604,
-0.06429217010736465,
-0.07428077608346939,
-0.0613747164607048,
0.02275552600622177,
-0.002781389281153679,
-0.045618824660778046,
-0.053837452083826065,
-0.006798557471483946,
0.0013635378563776612,
0.06786596029996872,
-0.014641213230788708,
0.007017275784164667,
-0.009621682576835155,
0.03714936226606369,
-0.059457119554281235,
0.034360241144895554,
-0.02702281065285206,
-0.03783545270562172,
-0.10646984726190567,
-9.617284990733467e-34,
0.06648484617471695,
0.005190341267734766,
0.0740729495882988,
0.00041347721708007157,
-0.03216738998889923,
0.01742844469845295,
0.021630926057696342,
-0.057932522147893906,
-0.06475552171468735,
-0.05140899121761322,
0.06637077778577805,
-0.07153257727622986,
-0.07031545042991638,
0.04824941232800484,
0.013641225174069405,
-0.04811294749379158,
-0.13110369443893433,
-0.0037221068050712347,
0.003529520705342293,
-0.022199908271431923,
-0.023876115679740906,
-0.08135449886322021,
-0.08176282793283463,
0.028553923591971397,
0.026740554720163345,
0.022784575819969177,
0.14797140657901764,
0.07162198424339294,
-0.0016895836452022195,
-0.0030404687859117985,
-0.08137450367212296,
0.022632258012890816,
-0.07023309916257858,
-0.07261014729738235,
-0.112759068608284,
-0.03827569633722305,
-0.06855543702840805,
0.017157163470983505,
-0.06854677945375443,
-0.024341898038983345,
0.04332825168967247,
0.011350107379257679,
0.0341867096722126,
-0.05778660997748375,
-0.005173493642359972,
0.08115057647228241,
0.024905851110816002,
0.04615594819188118,
0.0632282942533493,
-0.03777966648340225,
0.05251815542578697,
-0.03128232806921005,
-0.008964372798800468,
-0.0195962842553854,
-0.04207295924425125,
-0.011364543810486794,
0.07055747509002686,
0.026078229770064354,
-0.031052526086568832,
0.03220918029546738,
0.05822557955980301,
0.00906130950897932,
-0.025869041681289673,
0.09340868890285492,
-0.06107931584119797,
0.03827626630663872,
-0.025553852319717407,
-0.05554262548685074,
-0.07209643721580505,
0.09196028113365173,
-0.03890359401702881,
0.03640610724687576,
0.06716669350862503,
-0.003670878941193223,
0.03992852196097374,
-0.008227827027440071,
-0.035814035683870316,
0.044096577912569046,
-0.08219370990991592,
-0.013341283425688744,
-0.0471687838435173,
-0.01268506795167923,
0.04728114604949951,
-0.0929907038807869,
0.07811291515827179,
-0.10704825073480606,
0.12527944147586823,
-0.037130437791347504,
-0.028872285038232803,
0.03192475438117981,
-0.009750781580805779,
0.015464379452168941,
-0.006832954008132219,
0.06534209102392197,
-0.050896912813186646,
1.2012651359186468e-33,
0.022699691355228424,
0.027387017384171486,
0.02932104840874672,
0.04648137092590332,
-0.07275666296482086,
-0.001107061980292201,
0.016083069145679474,
0.006489238236099482,
0.062243446707725525,
0.024514425545930862,
0.02017197385430336,
0.07097427546977997,
-0.03179626539349556,
-0.06473897397518158,
-0.019253399223089218,
0.008029790595173836,
0.0049054427072405815,
-0.05139877274632454,
-0.039939526468515396,
0.025943195447325706,
-0.06559669971466064,
-0.005555842537432909,
0.04790317267179489,
-0.055150989443063736,
0.0035746973007917404,
0.08521109819412231,
0.07719656080007553,
0.041898030787706375,
-0.06709736585617065,
-0.027406882494688034,
-0.011138780042529106,
-0.1751987636089325,
-0.07691370695829391,
-0.06007435545325279,
0.005381366703659296,
0.028568096458911896,
0.07001106441020966,
-0.011106502264738083,
-0.04427438601851463,
0.05014938861131668,
0.007126058451831341,
0.04180232062935829,
-0.09170861542224884,
0.03701379522681236,
-0.02911963500082493,
0.013410518877208233,
0.02982378751039505,
-0.0786847397685051,
-0.010875300504267216,
0.017806818708777428,
0.0519353486597538,
0.044099435210227966,
0.023087656125426292,
0.07432705163955688,
0.010517898015677929,
0.007405271288007498,
0.0007657651440240443,
0.13693293929100037,
0.053208645433187485,
-0.009462917223572731,
0.0036993674002587795,
-0.09825054556131363,
-0.05574098229408264,
-0.07437711209058762,
0.0018606239464133978,
-0.06845569610595703,
-0.006731209345161915,
0.07092668116092682,
0.004159107338637114,
0.06089235097169876,
0.015833904966711998,
0.07044420391321182,
0.09001965820789337,
0.054244570434093475,
0.03126571327447891,
-0.002295824931934476,
0.01903734914958477,
0.052650827914476395,
0.03718513622879982,
-0.03690066188573837,
0.052551791071891785,
-0.05938567593693733,
0.0382632277905941,
0.038488104939460754,
0.051770467311143875,
0.003037496469914913,
0.0183809082955122,
0.027139216661453247,
0.06136738881468773,
-0.012407428584992886,
0.010183937847614288,
0.07296652346849442,
0.10847467184066772,
0.07879939675331116,
0.08653844147920609,
-2.0622245244794613e-8,
0.04399576410651207,
-0.09180248528718948,
-0.0061541395261883736,
-0.00871806126087904,
-0.035599179565906525,
-0.04499606415629387,
0.028278376907110214,
0.024903718382120132,
-0.025837166234850883,
-0.04194963723421097,
-0.03536197543144226,
-0.037179961800575256,
-0.020150763913989067,
0.06118623539805412,
-0.01216655969619751,
-0.010552397929131985,
0.023265400901436806,
0.06478017568588257,
0.03021516278386116,
-0.04029349610209465,
-0.0752454549074173,
0.028729209676384926,
0.009367813356220722,
0.027092430740594864,
-0.043767042458057404,
0.017443496733903885,
0.0010646156733855605,
-0.04201643168926239,
0.04516547545790672,
-0.019894935190677643,
0.025298209860920906,
-0.0046912021934986115,
0.0638020932674408,
0.04045804217457771,
-0.04451332613825798,
0.031520526856184006,
-0.0915720984339714,
0.03378506377339363,
0.03775468468666077,
0.04322986677289009,
-0.052476756274700165,
-0.04311802610754967,
-0.03214025869965553,
0.007351751439273357,
0.02558586560189724,
0.04674465209245682,
-0.04445734992623329,
-0.032715920358896255,
-0.007669919636100531,
0.07503902167081833,
0.1002034991979599,
-0.04113401472568512,
0.04787303879857063,
-0.00837003719061613,
-0.022367125377058983,
0.0033693830482661724,
0.06917779892683029,
-0.01837347447872162,
0.0487547442317009,
0.013383387587964535,
0.014810994267463684,
-0.0162497628480196,
0.034367188811302185,
0.05212162062525749
] | p | The easiest way to use Qdrant is to run a pre-built image. | [
"articles",
"articles/neural-search-tutorial"
] | 6,689 |
[
"Neural Search Tutorial - Qdrant",
"Vector search engine"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(21) | [
0.08884863555431366,
-0.06989148259162903,
0.028743121773004532,
-0.044613346457481384,
0.04980660602450371,
-0.06798722594976425,
-0.10593517869710922,
0.00071043981006369,
0.020143453031778336,
0.05063142254948616,
0.034075766801834106,
0.02138522081077099,
-0.03171312436461449,
0.09372493624687195,
0.056244369596242905,
-0.020917411893606186,
0.006460349541157484,
-0.06020929291844368,
0.03764801099896431,
0.0719934031367302,
-0.11360913515090942,
-0.007907588966190815,
-0.05939790979027748,
-0.07484333217144012,
-0.0012591887498274446,
-0.04748145863413811,
-0.05923445150256157,
0.002926840214058757,
-0.04247459024190903,
-0.0234831552952528,
-0.02156403660774231,
-0.021863417699933052,
0.03934846818447113,
-0.009609641507267952,
0.08065621554851532,
0.05167122185230255,
-0.011181834153831005,
-0.04251600801944733,
-0.07179555296897888,
-0.10059282183647156,
0.014793931506574154,
0.007122641894966364,
0.04856336489319801,
-0.005886596627533436,
-0.055846039205789566,
-0.05222523212432861,
-0.005635069217532873,
-0.08089109510183334,
0.12162032723426819,
0.055604301393032074,
-0.037803322076797485,
0.03172469884157181,
-0.01946059614419937,
-0.021587355062365532,
-0.04971575364470482,
0.021271007135510445,
0.045536108314991,
0.10618207603693008,
0.020849118009209633,
0.001077189575880766,
0.011615891009569168,
-0.027798978611826897,
-0.04666588082909584,
0.0215029064565897,
-0.025449056178331375,
-0.0234077088534832,
0.016122320666909218,
-0.02336306683719158,
0.016765475273132324,
-0.0711788758635521,
0.014489993453025818,
0.07860691100358963,
-0.03416331484913826,
-0.003435662714764476,
-0.020570045337080956,
0.023388540372252464,
0.05196501314640045,
-0.027508102357387543,
-0.014030246995389462,
0.08357835561037064,
-0.07116353511810303,
0.01929224468767643,
0.008064363151788712,
-0.01783408783376217,
-0.006734838709235191,
0.038937728852033615,
-0.03335262089967728,
-0.10515467077493668,
-0.028370384126901627,
-0.08123121410608292,
0.03407604247331619,
-0.05103153735399246,
-0.0317409448325634,
0.03650935739278793,
0.004207704681903124,
-0.06844060868024826,
0.008675298653542995,
0.03407067805528641,
-0.0000687953652231954,
0.011524735018610954,
0.010569125413894653,
-0.01063999067991972,
0.03379296138882637,
0.06882382184267044,
0.06511784344911575,
-0.02392425388097763,
0.006460601929575205,
0.008632577024400234,
-0.10600817948579788,
-0.04874388873577118,
0.021476320922374725,
-0.06091678515076637,
-0.05487760156393051,
0.09753824025392532,
-0.03077550418674946,
0.04536936432123184,
-0.11386352777481079,
-0.022052498534321785,
-0.026417002081871033,
-0.027228251099586487,
0.04144240543246269,
-0.019305655732750893,
0.02074061892926693,
-0.050228338688611984,
-0.029982013627886772,
0.018267370760440826,
0.019128207117319107,
-5.767872517931606e-34,
0.008803648874163628,
-0.07955876737833023,
0.05321766808629036,
0.023044003173708916,
0.07769958674907684,
-0.04394666478037834,
-0.012379302643239498,
-0.041287194937467575,
-0.04827268794178963,
-0.011470424942672253,
-0.03220459818840027,
-0.04538417607545853,
0.02183474600315094,
0.03730560839176178,
-0.011349163949489594,
-0.04380317032337189,
0.008431408554315567,
-0.008798600174486637,
0.0007363820332102478,
-0.05055827274918556,
-0.012706671841442585,
-0.16325950622558594,
-0.032449133694171906,
-0.10280732810497284,
0.0024597204755991697,
0.06135271489620209,
0.06816248595714569,
-0.00910563487559557,
0.054206483066082,
-0.008924073539674282,
0.02392067015171051,
-0.05483069270849228,
0.057799894362688065,
-0.022998768836259842,
0.03708675876259804,
-0.0014218671713024378,
0.03371420502662659,
0.0450584813952446,
-0.0214849803596735,
0.0003675875486806035,
-0.009952398017048836,
-0.07141751796007156,
-0.013044898398220539,
-0.015983082354068756,
0.08174940943717957,
-0.01146316435188055,
0.05359169840812683,
-0.028421033173799515,
0.030588889494538307,
0.10494691133499146,
0.04392923042178154,
-0.09846063703298569,
-0.06613340228796005,
0.09313572943210602,
-0.01973261684179306,
-0.007831917144358158,
-0.013517335057258606,
0.034927573055028915,
-0.021190635859966278,
-0.016588745638728142,
-0.13901515305042267,
-0.005884782876819372,
0.03491341322660446,
-0.0026006463449448347,
0.059697475284338,
0.014495589770376682,
0.04342004284262657,
0.1535515934228897,
-0.023326441645622253,
0.08515133708715439,
0.0010718877892941236,
0.0006453270907513797,
0.09735831618309021,
0.10014703869819641,
0.009118727408349514,
0.010053176432847977,
-0.03083781711757183,
-0.06298591941595078,
-0.05932871997356415,
0.06872942298650742,
0.027601420879364014,
-0.00787245575338602,
-0.024186089634895325,
0.06056467071175575,
0.02836405672132969,
-0.04126613587141037,
0.033950675278902054,
0.06283500790596008,
0.025264965370297432,
0.07430893182754517,
0.06786379963159561,
0.07798849046230316,
0.016891049221158028,
0.0068100071512162685,
-0.11841395497322083,
-1.8235792839191546e-33,
-0.052143145352602005,
-0.01920735463500023,
-0.05126079171895981,
-0.020461397245526314,
0.008589238859713078,
0.03550124913454056,
0.012663878500461578,
-0.0748535692691803,
-0.05405548959970474,
-0.006758272647857666,
0.0019174187909811735,
0.07476915419101715,
-0.05753712356090546,
0.0652959868311882,
-0.004115758929401636,
0.03502554073929787,
-0.011543427594006062,
-0.01617988385260105,
0.021608224138617516,
-0.020615966990590096,
-0.05411761254072189,
0.04287739843130112,
0.07392899692058563,
0.061308108270168304,
-0.05043817311525345,
-0.016170579940080643,
0.0753989964723587,
0.05042080581188202,
0.004865830298513174,
0.0786425843834877,
0.103097103536129,
0.05875889211893082,
-0.10259576141834259,
-0.016528964042663574,
0.07599730044603348,
0.03487018123269081,
0.030429083853960037,
0.008398446254432201,
-0.0510651096701622,
-0.07265844196081161,
-0.011837804690003395,
-0.021483903750777245,
-0.035329561680555344,
0.0211885217577219,
-0.0042545669712126255,
-0.005843859165906906,
0.07453954964876175,
-0.06698942929506302,
-0.03583592548966408,
0.009916197508573532,
-0.0063181244768202305,
-0.08844107389450073,
0.10311434417963028,
-0.005161472130566835,
-0.004758086986839771,
-0.0028014997951686382,
0.046914417296648026,
0.016276776790618896,
-0.04872441291809082,
0.001150921336375177,
0.06893999874591827,
-0.026279596611857414,
-0.04299112409353256,
-0.07293045520782471,
0.05197640135884285,
-0.0016231810441240668,
-0.0027661100029945374,
0.13666711747646332,
-0.06855291873216629,
0.06299357861280441,
-0.016131533309817314,
0.062009211629629135,
0.06899263709783554,
0.07213490456342697,
-0.006594735663384199,
-0.03417413681745529,
-0.031849175691604614,
0.0019006789661943913,
0.028532568365335464,
0.0028899812605232,
0.031797632575035095,
0.029408767819404602,
-0.0031658692751079798,
-0.11129654198884964,
-0.03614063188433647,
-0.023142904043197632,
0.05164467170834541,
0.03248710557818413,
0.006414481904357672,
-0.07032495737075806,
-0.0019994850736111403,
-0.019996076822280884,
-0.04266813024878502,
0.10961437970399857,
-0.013649743981659412,
-1.9275647744620983e-8,
0.04665103554725647,
0.021252525970339775,
0.02816004678606987,
0.03840732201933861,
0.008517535403370857,
-0.00506300525739789,
0.08202345669269562,
-0.008203083649277687,
-0.04860144853591919,
-0.05557125061750412,
-0.11993665248155594,
-0.07372017204761505,
-0.09397521615028381,
0.030930401757359505,
0.10218381136655807,
-0.013490869663655758,
-0.03090731054544449,
0.009031854569911957,
0.009183740243315697,
-0.11156434565782547,
-0.029477307572960854,
-0.0721261277794838,
0.00044303236063569784,
0.02696477808058262,
0.027461519464850426,
-0.02073182351887226,
0.1004059910774231,
-0.004609963856637478,
-0.018074603751301765,
-0.04640011861920357,
-0.014210602268576622,
-0.02341298572719097,
-0.05213259533047676,
0.010986074805259705,
0.06488585472106934,
0.04846866801381111,
-0.03494410961866379,
-0.0015201016794890165,
0.05595613270998001,
-0.09581967443227768,
-0.02995922416448593,
-0.02853778377175331,
0.04402187466621399,
-0.06489279866218567,
-0.03860269486904144,
-0.0007270421483553946,
0.008064896799623966,
0.053456444293260574,
-0.011338576674461365,
0.0033906823955476284,
0.083808034658432,
-0.043325863778591156,
0.03157539665699005,
-0.05681399628520012,
0.0851842612028122,
0.07835084199905396,
0.002848976291716099,
-0.0291200652718544,
0.037682127207517624,
0.00249015842564404,
0.009129710495471954,
0.09920940548181534,
0.011400981806218624,
0.008835472166538239
] | p | So make sure you have Docker installed on your system. | [
"articles",
"articles/neural-search-tutorial"
] | 6,690 |
[
"Neural Search Tutorial - Qdrant",
"Vector search engine"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(22) | [
-0.07335438579320908,
-0.027710827067494392,
-0.077242910861969,
-0.017240021377801895,
-0.10285237431526184,
0.0508682020008564,
-0.07906027883291245,
0.07842710614204407,
-0.016336647793650627,
0.016915863379836082,
-0.009395075030624866,
-0.029332833364605904,
-0.0063741449266672134,
0.1077745333313942,
-0.0028263155836611986,
0.019696423783898354,
-0.025990590453147888,
-0.0348932147026062,
0.10225746780633926,
-0.09772653877735138,
-0.017455877736210823,
0.017245769500732422,
0.04331041872501373,
-0.04805158078670502,
0.0528515949845314,
-0.04707814007997513,
-0.032796021550893784,
0.04876261577010155,
0.038497574627399445,
-0.009918855503201485,
0.02728673443198204,
-0.018221501260995865,
0.03888192027807236,
-0.0038116341456770897,
-0.0006854446837678552,
0.09510356932878494,
-0.027771197259426117,
-0.055408503860235214,
-0.0746496319770813,
0.024809185415506363,
0.038474731147289276,
0.009772878140211105,
-0.1024366170167923,
0.03082764707505703,
0.07890870422124863,
0.023728469386696815,
-0.03552813082933426,
0.07636179029941559,
0.039495304226875305,
-0.06535511463880539,
-0.04534672200679779,
-0.08390836417675018,
-0.008139298297464848,
-0.0340455137193203,
0.02333551086485386,
0.020760823041200638,
0.05310950055718422,
0.042673733085393906,
0.015972107648849487,
0.01005596574395895,
0.025319045409560204,
0.07096196711063385,
-0.06741295009851456,
0.009552684612572193,
0.026855384930968285,
0.012629872187972069,
0.010947202332317829,
0.06831274181604385,
0.05637430399656296,
0.004240917507559061,
-0.08887795358896255,
-0.02476014941930771,
-0.08328460901975632,
0.023431962355971336,
-0.028385667130351067,
-0.04757401719689369,
-0.049586497247219086,
0.008886215277016163,
-0.10057754814624786,
-0.02095603570342064,
-0.05846455693244934,
-0.04300205409526825,
0.048109471797943115,
0.09433037042617798,
0.04173410311341286,
0.09348860383033752,
-0.0023162823636084795,
0.03202427551150322,
0.03920702263712883,
-0.025430211797356606,
0.045182451605796814,
0.01672852598130703,
-0.03570566698908806,
0.006207012105733156,
0.013864954002201557,
-0.011400354094803333,
0.06491746008396149,
-0.030618460848927498,
0.02490551955997944,
-0.002781700575724244,
0.023427890613675117,
-0.06482329964637756,
-0.010265318676829338,
0.020588528364896774,
-0.0234663188457489,
-0.06014644354581833,
0.09566284716129303,
0.042538147419691086,
-0.027187321335077286,
-0.09635280072689056,
-0.06181112304329872,
0.015410532243549824,
0.03401099890470505,
-0.052872441709041595,
-0.0305104311555624,
0.08711573481559753,
0.013637859374284744,
0.0868227407336235,
0.013546891510486603,
0.020656127482652664,
0.011125430464744568,
0.03925814852118492,
-0.0861305519938469,
-0.02625531330704689,
-0.04326009750366211,
0.01595046930015087,
-0.06547342240810394,
-1.2925671596794563e-33,
0.05636482313275337,
0.009922008030116558,
0.04609924182295799,
0.03583615645766258,
-0.03340215981006622,
0.0018820032710209489,
0.020568307489156723,
-0.030085166916251183,
-0.06920590251684189,
-0.038845449686050415,
0.13541355729103088,
-0.05454026907682419,
-0.03299237787723541,
-0.022685158997774124,
-0.032913319766521454,
-0.06349761039018631,
-0.1080380231142044,
-0.03676440194249153,
0.01069099735468626,
-0.051996711641550064,
0.035975534468889236,
-0.11385660618543625,
-0.06616778671741486,
0.037410374730825424,
0.016452647745609283,
0.08623248338699341,
0.09551546722650528,
0.07219204306602478,
-0.008967078290879726,
0.009007198736071587,
-0.04628634452819824,
-0.011402078904211521,
-0.13615138828754425,
-0.08504869043827057,
-0.10591137409210205,
0.002138599054887891,
-0.016739342361688614,
-0.0017131613567471504,
-0.038182828575372696,
-0.07498753815889359,
-0.0029240453150123358,
-0.006314406171441078,
0.010083433240652084,
-0.09094583988189697,
0.015902703627943993,
0.06137567013502121,
0.01764926128089428,
0.027605589479207993,
0.12951087951660156,
-0.00010559766815276816,
-0.0070314714685082436,
-0.00957042071968317,
-0.013504412025213242,
0.022891895845532417,
-0.008606767281889915,
0.03863748908042908,
0.003709685755893588,
-0.008858795277774334,
-0.06464245170354843,
0.0037574477028101683,
0.10455788671970367,
-0.02658812701702118,
-0.02094949036836624,
0.053063273429870605,
-0.07642553746700287,
0.01145372074097395,
-0.05098835006356239,
-0.050472334027290344,
-0.01662694662809372,
0.08421798050403595,
-0.03771675378084183,
-0.010444997809827328,
0.11510832607746124,
0.008330236189067364,
0.02300153113901615,
0.029675936326384544,
-0.02650015614926815,
0.04871940240263939,
-0.08087355643510818,
-0.048596154898405075,
0.0007630828768014908,
-0.026261532679200172,
0.035470448434352875,
-0.03158855065703392,
0.09377971291542053,
-0.11128554493188858,
0.08902447670698166,
0.017824629321694374,
-0.034396883100271225,
0.07415197789669037,
-0.028849942609667778,
0.00008809588325675577,
0.025578653439879417,
0.10844250023365021,
-0.056458309292793274,
1.2630412211451967e-33,
-0.02351486310362816,
0.01567666046321392,
0.004143197555094957,
0.010182982310652733,
-0.054829150438308716,
-0.010558042675256729,
-0.02345127984881401,
-0.009178448468446732,
0.09786484390497208,
0.05582473799586296,
0.02100016362965107,
0.04942582920193672,
-0.007311253342777491,
-0.02990144118666649,
-0.041668184101581573,
0.03494277969002724,
0.017738347873091698,
-0.005674528423696756,
-0.022625206038355827,
0.03572867065668106,
-0.07292669266462326,
-0.036271702498197556,
-0.012043111957609653,
-0.05882154032588005,
0.027263471856713295,
0.050002727657556534,
0.11163683235645294,
0.05839648097753525,
-0.04949351027607918,
-0.021543489769101143,
0.02451171912252903,
-0.16107088327407837,
-0.0872163400053978,
-0.030334869399666786,
-0.05159996077418327,
0.049689557403326035,
0.05595817044377327,
0.005485572386533022,
-0.013867316767573357,
0.01035165973007679,
0.04861000180244446,
0.004316031467169523,
-0.07917288690805435,
-0.012850688770413399,
-0.021348992362618446,
0.006756654474884272,
0.03618597611784935,
-0.08737948536872864,
-0.06739964336156845,
-0.028485383838415146,
0.0436612069606781,
0.03534858673810959,
0.054704729467630386,
0.002834802493453026,
-0.025526678189635277,
0.0289994515478611,
0.09296398609876633,
0.11783251911401749,
-0.006566425785422325,
-0.022904925048351288,
-0.007425544783473015,
-0.005047797225415707,
-0.06937304884195328,
-0.01912013255059719,
-0.0063188448548316956,
-0.09363418817520142,
0.01122109405696392,
0.11377657204866409,
0.04818805307149887,
-0.02659524232149124,
-0.061263397336006165,
0.04040178656578064,
0.09990706294775009,
0.011435004882514477,
-0.011350447311997414,
0.0030258074402809143,
-0.028948064893484116,
0.013290423899888992,
0.007146049290895462,
-0.07572810351848602,
0.09589621424674988,
-0.048738472163677216,
-0.002892030170187354,
0.0012606173986569047,
0.00565741490572691,
-0.005200378131121397,
0.06314186006784439,
0.06256261467933655,
0.006516025867313147,
0.01060563512146473,
-0.046111226081848145,
0.05506565794348717,
0.1314677596092224,
0.12139860540628433,
0.049388933926820755,
-1.8179878935598026e-8,
0.021330205723643303,
-0.11326323449611664,
0.009279461577534676,
0.05374627932906151,
0.0014150551287457347,
0.007174583151936531,
0.01844758167862892,
0.045802436769008636,
-0.07119957357645035,
0.01739644818007946,
-0.05369073152542114,
-0.003008415224030614,
-0.010226069949567318,
0.07388780266046524,
-0.0002547937911003828,
-0.043444808572530746,
0.005653545260429382,
0.06302054226398468,
0.020500851795077324,
-0.03347025066614151,
-0.02916077896952629,
0.03456404060125351,
0.022893531247973442,
-0.019691215828061104,
0.026639748364686966,
0.002895014826208353,
0.02493225410580635,
0.004213977139443159,
0.044892121106386185,
-0.011721082963049412,
0.018644725903868675,
0.01007955800741911,
0.03972118720412254,
0.002164628356695175,
-0.06832580268383026,
0.06215156242251396,
-0.06057191640138626,
0.015483816154301167,
0.04470962658524513,
-0.0006679129437543452,
-0.025712722912430763,
-0.02855362370610237,
-0.02027099020779133,
0.01156474556773901,
-0.04603521153330803,
0.03858617693185806,
-0.09633498638868332,
-0.01893419213593006,
0.016722477972507477,
0.0017881406238302588,
0.06415629386901855,
-0.038286514580249786,
0.0876523032784462,
-0.04514458030462265,
-0.021358881145715714,
0.07069753110408783,
0.015048982575535774,
-0.052367884665727615,
0.015816044062376022,
-0.0160667784512043,
-0.01291925273835659,
0.04356353357434273,
0.029357412829995155,
0.043330755084753036
] | p | To start Qdrant, use the instructions on its homepage. | [
"articles",
"articles/neural-search-tutorial"
] | 6,691 |
[
"Neural Search Tutorial - Qdrant",
"Vector search engine"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(23) | [
0.02094419300556183,
0.1309085637331009,
-0.03620589151978493,
-0.009502197615802288,
0.0729212537407875,
-0.009593638591468334,
-0.011644752696156502,
0.0327766090631485,
0.024110136553645134,
0.04900139570236206,
-0.02431429550051689,
-0.07397240400314331,
0.04338114708662033,
-0.017081836238503456,
0.020199613645672798,
-0.03350808098912239,
0.019739679992198944,
0.05872548371553421,
0.0422481968998909,
0.0006972301634959877,
-0.11904022097587585,
0.004555890802294016,
0.007683021016418934,
-0.0918096974492073,
-0.0142771415412426,
-0.019465364515781403,
-0.027089523151516914,
-0.058692798018455505,
0.003954174462705851,
-0.04526318982243538,
0.03367174044251442,
-0.051794927567243576,
0.03902227804064751,
-0.0694430023431778,
0.10295648872852325,
0.08679846674203873,
0.02107895165681839,
-0.009314651601016521,
0.016760023310780525,
-0.011768171563744545,
0.08585604280233383,
-0.04222916066646576,
0.02935693971812725,
-0.05612470582127571,
0.0038774795830249786,
0.004232245031744242,
0.033315692096948624,
-0.0495201013982296,
0.06418196111917496,
0.0502237044274807,
-0.10129186511039734,
-0.03285309672355652,
-0.026221804320812225,
0.0647982805967331,
0.062249839305877686,
0.01718641072511673,
0.007528963033109903,
0.12101437896490097,
0.01910247653722763,
0.05927225202322006,
-0.03232337906956673,
-0.01416915562003851,
-0.04718289151787758,
0.012060852721333504,
0.03347080200910568,
0.015535205602645874,
-0.07858872413635254,
-0.05168663337826729,
0.008484392426908016,
-0.0501234233379364,
0.012184195220470428,
-0.054993897676467896,
-0.03436952829360962,
-0.08385433256626129,
-0.05045158043503761,
-0.06542032957077026,
0.013686222024261951,
0.09400967508554459,
-0.040436647832393646,
0.08766864985227585,
-0.05750662088394165,
-0.04554252326488495,
0.08765603601932526,
-0.02132536470890045,
-0.056109607219696045,
0.03677932545542717,
-0.00021257706976030022,
-0.042851924896240234,
-0.0008423053077422082,
-0.10567714273929596,
-0.008792495355010033,
0.017182279378175735,
-0.024788057431578636,
0.027142547070980072,
0.03798448294401169,
-0.0241228137165308,
-0.051166847348213196,
-0.015593964606523514,
0.009233780205249786,
0.0304604209959507,
0.021388547495007515,
0.0025465842336416245,
-0.03236222267150879,
-0.08930984139442444,
0.016769319772720337,
-0.00981365516781807,
-0.00474859494715929,
-0.009079765528440475,
-0.003752924967557192,
0.0337504968047142,
-0.0453195683658123,
0.003552816342562437,
-0.0601220466196537,
-0.015361410565674305,
0.02806505188345909,
-0.07676699757575989,
-0.07389179617166519,
-0.045179590582847595,
-0.003150483826175332,
-0.09097523242235184,
0.11507362127304077,
-0.04061860591173172,
0.1277754306793213,
-0.025683743879199028,
-0.05297622084617615,
-0.07996413856744766,
0.0006442859885282815,
-4.849424343323094e-34,
0.041769471019506454,
-0.10178595781326294,
0.09358678013086319,
-0.024082185700535774,
0.061190251260995865,
-0.07008214294910431,
0.04069402441382408,
-0.0811322033405304,
-0.04285409674048424,
-0.040023259818553925,
-0.09556049108505249,
-0.06130170077085495,
-0.10058830678462982,
0.08303526043891907,
0.013637117110192776,
0.009229470044374466,
-0.10473617166280746,
0.008331650868058205,
-0.01667766273021698,
0.015606612898409367,
-0.007061154115945101,
-0.0672403946518898,
-0.06112600490450859,
0.037032969295978546,
-0.023498356342315674,
-0.09797274321317673,
0.058604780584573746,
-0.017406171187758446,
0.012247903272509575,
0.007258986588567495,
0.015242352150380611,
-0.00018644510419107974,
0.01679505780339241,
-0.026812152937054634,
0.003958714660257101,
-0.03619004786014557,
-0.01680189184844494,
0.10561032593250275,
-0.09535814076662064,
0.042383916676044464,
0.057246822863817215,
-0.05639567971229553,
0.0032893200404942036,
0.023805908858776093,
0.08260996639728546,
-0.04014519974589348,
-0.010584077797830105,
-0.059517666697502136,
-0.01028451044112444,
0.07840696722269058,
0.03932413458824158,
-0.1004633903503418,
-0.012650372460484505,
0.046929650008678436,
-0.040388647466897964,
0.013368162326514721,
-0.00044769790838472545,
-0.01535970438271761,
-0.019220314919948578,
0.022729417309165,
-0.05607309564948082,
0.05583341792225838,
0.04848572611808777,
-0.012517552822828293,
0.03399813547730446,
0.0022392128594219685,
-0.03477197140455246,
0.09524159133434296,
-0.06971997022628784,
0.0508376806974411,
0.02179962396621704,
0.06714267283678055,
0.03594101220369339,
-0.04977932572364807,
0.05299859121441841,
-0.07220054417848587,
-0.03635750338435173,
0.050276994705200195,
-0.009058472700417042,
0.0014962980058044195,
0.012252161279320717,
-0.01203814148902893,
0.019590405747294426,
-0.0631270781159401,
-0.01631181687116623,
0.008892914280295372,
0.051113907247781754,
0.03717763349413872,
0.014748712070286274,
0.04503682255744934,
0.014430126175284386,
0.07787828892469406,
-0.08373840898275375,
-0.03933906927704811,
-0.10210321843624115,
-1.0132995484603321e-33,
0.026982229202985764,
-0.026407210156321526,
-0.040091466158628464,
0.004961257800459862,
0.038916923105716705,
0.03713775798678398,
0.15227049589157104,
0.019061535596847534,
-0.0034498642198741436,
0.017315631732344627,
-0.05252939835190773,
0.09617120027542114,
-0.003557612420991063,
-0.02914363145828247,
-0.01593947783112526,
0.0077774119563400745,
0.022244803607463837,
-0.0209868885576725,
0.003231072798371315,
-0.019351506605744362,
-0.006373654119670391,
-0.04864316061139107,
0.015306340530514717,
0.025621358305215836,
-0.08115629851818085,
0.016123905777931213,
0.09368721395730972,
0.0036759753711521626,
-0.052685342729091644,
0.04801879823207855,
-0.003290311200544238,
0.03050430305302143,
-0.058514732867479324,
0.05574954301118851,
0.05506375804543495,
0.03707227483391762,
-0.00450083427131176,
0.05567752942442894,
-0.04302440211176872,
-0.0021221430506557226,
-0.04585297778248787,
-0.02460562251508236,
-0.04520739987492561,
0.012787255458533764,
0.08069247752428055,
-0.08708273619413376,
0.026572393253445625,
0.01586335524916649,
-0.03510826453566551,
0.07991129904985428,
0.05601628124713898,
-0.08293233811855316,
0.06880909949541092,
0.05850829556584358,
0.0063487691804766655,
0.038101717829704285,
-0.010781894437968731,
0.069096639752388,
-0.021680759266018867,
0.024173548445105553,
0.03181901574134827,
-0.016858739778399467,
-0.016591526567935944,
-0.021429313346743584,
0.020341657102108,
0.029318051412701607,
-0.04130043461918831,
0.051222383975982666,
-0.11830858886241913,
0.08211950212717056,
0.03366914764046669,
-0.00554139818996191,
0.03561939299106598,
0.08357101678848267,
0.06316357851028442,
-0.011874786578118801,
-0.02133779413998127,
0.10270233452320099,
-0.010196355171501637,
-0.024560166522860527,
-0.0035799522884190083,
0.09610174596309662,
0.05452866852283478,
-0.10956023633480072,
0.025256460532546043,
-0.012653601355850697,
0.04964139312505722,
-0.02706163562834263,
0.06857549399137497,
-0.11280737817287445,
-0.004153444431722164,
-0.024986671283841133,
-0.003414264414459467,
0.02733515575528145,
0.10111646354198456,
-1.7271528207629672e-8,
0.0076477425172924995,
-0.023080280050635338,
-0.010490203276276588,
0.009579285979270935,
0.018620256334543228,
-0.006027280353009701,
0.011875968426465988,
-0.06845629215240479,
-0.004861404653638601,
-0.07654985040426254,
-0.04782053083181381,
-0.05944867804646492,
-0.07539158314466476,
0.0572797954082489,
-0.012761888094246387,
0.05364459753036499,
0.09812171012163162,
0.002342693507671356,
0.07182668894529343,
-0.06903324276208878,
-0.062139566987752914,
-0.07390213757753372,
0.10701929777860641,
-0.0736982449889183,
0.015173327177762985,
0.035380031913518906,
0.010526725091040134,
0.05303499475121498,
-0.0004650490591302514,
-0.07090936601161957,
0.0320034995675087,
0.015819823369383812,
-0.061833515763282776,
-0.048611924052238464,
0.0662744790315628,
0.0037039380986243486,
-0.07548561692237854,
-0.034883104264736176,
0.02153780497610569,
-0.05321187898516655,
-0.04667104780673981,
-0.02244371548295021,
0.065744549036026,
-0.05186508223414421,
-0.017228128388524055,
-0.008776339702308178,
0.0232560932636261,
0.015843024477362633,
-0.046062253415584564,
0.06541549414396286,
0.06655323505401611,
-0.07456451654434204,
-0.0013568804133683443,
0.035913147032260895,
0.022090759128332138,
0.0037384270690381527,
-0.0028127366676926613,
-0.030326008796691895,
0.01881350204348564,
0.04475642368197441,
0.06491625308990479,
0.07863988727331161,
0.031029824167490005,
0.058107051998376846
] | p | Download image from DockerHub: | [
"articles",
"articles/neural-search-tutorial"
] | 6,692 |
[
"Neural Search Tutorial - Qdrant",
"Vector search engine"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(24) | [
0.0016540930373594165,
0.03130991384387016,
-0.05449278652667999,
-0.0816754475235939,
0.013177010230720043,
-0.06977575272321701,
-0.07845243066549301,
-0.015418728813529015,
-0.05625017732381821,
0.051347315311431885,
-0.006512883119285107,
-0.012888616882264614,
0.0004480998613871634,
0.046627722680568695,
0.06901606917381287,
-0.0751362070441246,
0.10546095669269562,
0.026532022282481194,
0.08909513056278229,
0.04464581981301308,
-0.05572779104113579,
0.03451330587267876,
-0.000305575696984306,
-0.04954393953084946,
-0.06273678690195084,
-0.04244326055049896,
-0.04942382872104645,
-0.027714522555470467,
-0.0261882022023201,
0.01294682826846838,
0.03493842855095863,
-0.042098816484212875,
0.0210331492125988,
-0.028848201036453247,
0.06908878684043884,
0.07266160100698471,
0.030308207497000694,
0.024980871006846428,
-0.026865946128964424,
-0.032626423984766006,
0.08889313042163849,
-0.022243767976760864,
-0.062152814120054245,
0.0033881075214594603,
-0.023407485336065292,
-0.0995984822511673,
-0.004556093830615282,
-0.07013227790594101,
0.08472392708063126,
0.08662388473749161,
-0.051933929324150085,
-0.05330630764365196,
0.0013903009239584208,
0.030505014583468437,
-0.01899533160030842,
0.02586269937455654,
0.03034871257841587,
0.11497572809457779,
0.003467940492555499,
0.030846096575260162,
-0.015605299733579159,
-0.04379495605826378,
-0.01487076748162508,
0.03950025141239166,
-0.006206314545124769,
0.012536893598735332,
-0.018162278458476067,
-0.0011033887276425958,
0.01435377448797226,
-0.03850916400551796,
0.014784079045057297,
0.06598875671625137,
-0.02033046819269657,
-0.09346143156290054,
-0.055445123463869095,
0.07615326344966888,
0.03503512591123581,
-0.061131708323955536,
-0.05652869865298271,
0.021730491891503334,
-0.03198981285095215,
0.012462597340345383,
0.017683012410998344,
0.04315998777747154,
-0.04714537411928177,
0.06108458340167999,
0.002955256961286068,
-0.08224072307348251,
0.0681663304567337,
-0.056723129004240036,
-0.03387517109513283,
-0.035324014723300934,
-0.09466185420751572,
-0.03411945700645447,
0.037474822252988815,
-0.058145672082901,
-0.04670539125800133,
-0.03469273820519447,
-0.025412099435925484,
-0.00025436378200538456,
0.01917594112455845,
0.013391634449362755,
-0.0011554320808500051,
0.04125477373600006,
0.05242220684885979,
-0.050262875854969025,
-0.042623382061719894,
0.054735664278268814,
-0.05887601524591446,
-0.032920606434345245,
0.01592918299138546,
-0.01773456484079361,
0.04062454029917717,
0.06159588694572449,
-0.029267452657222748,
0.048065561801195145,
0.012886567041277885,
-0.0210192259401083,
0.016869405284523964,
-0.012848268263041973,
0.06723456084728241,
-0.0009394764783792198,
0.023278051987290382,
-0.013374783098697662,
-0.04116552695631981,
0.020610738545656204,
0.08382336050271988,
-3.858530084531419e-33,
0.0031137506011873484,
-0.08537911623716354,
0.10444286465644836,
0.012824266217648983,
0.09859240800142288,
-0.035751450806856155,
0.018857846036553383,
-0.0232294462621212,
0.02861623652279377,
0.037628449499607086,
-0.03989866003394127,
0.008572179824113846,
0.03126441314816475,
-0.03183264657855034,
0.008270205929875374,
-0.05912855640053749,
-0.03387083858251572,
0.0023569688200950623,
0.02308604121208191,
-0.04745090752840042,
0.004232410807162523,
-0.10140719264745712,
-0.04095864295959473,
-0.062076445668935776,
0.07507757097482681,
-0.018752681091427803,
0.028349420055747032,
-0.05391043797135353,
0.047435346990823746,
0.017430396750569344,
0.09609580785036087,
-0.034830063581466675,
-0.022598113864660263,
0.05266459658741951,
-0.02632514387369156,
-0.02882237918674946,
-0.045385174453258514,
0.08117036521434784,
-0.07279127091169357,
0.0198205653578043,
-0.0011419662041589618,
-0.09407351911067963,
-0.050837770104408264,
0.0293816477060318,
0.011847598478198051,
-0.0737324133515358,
0.032451339066028595,
-0.05296184867620468,
0.08028144389390945,
0.058710191398859024,
0.1125522330403328,
-0.07831602543592453,
-0.08848857879638672,
0.013327056542038918,
0.03605082631111145,
-0.017839757725596428,
-0.015507325530052185,
-0.03990431874990463,
0.005073391366750002,
-0.08064701408147812,
-0.11817258596420288,
-0.04978935420513153,
-0.004707870073616505,
0.03247468173503876,
0.040673479437828064,
-0.03102303482592106,
-0.02898392640054226,
0.037864454090595245,
-0.028674231842160225,
0.05522584542632103,
-0.015240010805428028,
0.029214145615696907,
0.05704593285918236,
0.05706701800227165,
-0.014359256252646446,
0.031165536493062973,
0.02681574411690235,
-0.01576307602226734,
-0.03916516155004501,
0.019202042371034622,
0.06089785322546959,
-0.01712498813867569,
0.0003252920287195593,
0.07656103372573853,
0.04717160016298294,
-0.00811671931296587,
0.043554387986660004,
0.04065568745136261,
0.014100424014031887,
0.01263849250972271,
0.007124795112758875,
0.04097672924399376,
-0.015070692636072636,
-0.02193310484290123,
-0.07392101734876633,
1.5411285625676983e-33,
-0.01002491358667612,
-0.05789918825030327,
-0.06609988957643509,
0.02414526790380478,
-0.011709634214639664,
-0.007833345793187618,
0.06913210451602936,
0.014610798098146915,
-0.07089293748140335,
0.05628548935055733,
-0.044530726969242096,
0.0653710663318634,
-0.03659367933869362,
0.07618134468793869,
-0.02593526989221573,
0.06491458415985107,
-0.025275349617004395,
0.054411981254816055,
-0.0029008365236222744,
0.04675091803073883,
-0.03174214065074921,
0.01746082305908203,
0.1324109137058258,
0.09272162616252899,
-0.08218646794557571,
0.0022913659922778606,
0.13056349754333496,
0.020972678437829018,
-0.08003751933574677,
-0.04082334041595459,
0.017504991963505745,
-0.002238529035821557,
-0.0517243854701519,
-0.04276342689990997,
0.014487529173493385,
0.03939727321267128,
0.03335719555616379,
0.06272424757480621,
-0.07704909890890121,
-0.006694084033370018,
0.02128576673567295,
-0.12320633977651596,
-0.11035654693841934,
0.009588939137756824,
-0.015474864281713963,
-0.09427791088819504,
0.045031409710645676,
-0.06860383599996567,
-0.10628657042980194,
0.09786256402730942,
-0.05558840557932854,
-0.07777272909879684,
0.05856294929981232,
0.08083698153495789,
-0.007219572085887194,
0.01746528595685959,
0.07007945328950882,
0.028708940371870995,
-0.07672841846942902,
0.037924133241176605,
0.1388322412967682,
-0.09061341732740402,
0.018752632662653923,
0.017409300431609154,
0.016716904938220978,
-0.0442923940718174,
-0.037330254912376404,
0.10679378360509872,
-0.048079755157232285,
0.06808117032051086,
0.04124821349978447,
0.024914436042308807,
0.023773202672600746,
0.08351834863424301,
0.018644018098711967,
-0.06954263895750046,
0.010633339174091816,
-0.06857649981975555,
0.0350462906062603,
-0.014486889354884624,
0.016489779576659203,
0.02750580385327339,
0.01626734808087349,
-0.11232343316078186,
-0.026715517044067383,
-0.02540937438607216,
0.08642692118883133,
0.005933978129178286,
0.03498055413365364,
-0.06930901110172272,
-0.024576105177402496,
-0.08163104206323624,
-0.0296885184943676,
0.03340241685509682,
0.03853105753660202,
-1.676994720867242e-8,
0.0015804547583684325,
0.04917477071285248,
0.08129522949457169,
0.06932397931814194,
-0.03407878056168556,
0.011271815747022629,
0.06407881528139114,
0.023357916623353958,
-0.005667346529662609,
0.0012216176837682724,
-0.0946783795952797,
-0.02947636879980564,
-0.0314040407538414,
0.08536238223314285,
0.04911551624536514,
0.028864147141575813,
0.03879806771874428,
0.006231383886188269,
0.008560613729059696,
-0.04481096938252449,
-0.08332189172506332,
0.020129434764385223,
0.04814738407731056,
0.013724489137530327,
-0.02323618158698082,
0.0448511503636837,
0.0124489925801754,
-0.05045902729034424,
0.028126316145062447,
-0.008190701715648174,
-0.02901240438222885,
-0.06993324309587479,
-0.0487658865749836,
0.000529622077010572,
-0.06467974931001663,
0.05198243632912636,
-0.08140163868665695,
-0.011198450811207294,
0.0009758571395650506,
-0.049065910279750824,
-0.04300491884350777,
0.03670563921332359,
-0.009631948545575142,
-0.0798105001449585,
-0.021498549729585648,
0.04008563980460167,
0.0016858858289197087,
0.04609183967113495,
-0.020487623289227486,
0.08693108707666397,
0.09405848383903503,
-0.026915594935417175,
0.03529208526015282,
-0.02794216014444828,
0.08902028203010559,
0.07800233364105225,
0.05440429970622063,
-0.07795976102352142,
-0.015222957357764244,
0.06059427186846733,
-0.05408420413732529,
0.007335822097957134,
0.05016854405403137,
0.02099885605275631
] | p | And run the service inside the docker: | [
"articles",
"articles/neural-search-tutorial"
] | 6,693 |
[
"Neural Search Tutorial - Qdrant",
"Vector search engine"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(25) | [
0.0282974224537611,
0.032141659408807755,
-0.09390242397785187,
0.0031086693052202463,
-0.013950289227068424,
-0.029240038245916367,
-0.034629762172698975,
-0.0027819043025374413,
0.0528927743434906,
-0.028496067970991135,
0.12168806791305542,
-0.07168354839086533,
-0.014868446625769138,
-0.016513237729668617,
-0.0991540178656578,
0.05163558945059776,
-0.1004348173737526,
-0.07625636458396912,
-0.02629205957055092,
-0.10304941982030869,
0.10162205249071121,
0.045128852128982544,
-0.09463134407997131,
-0.02113138511776924,
0.009099802933633327,
0.07033547759056091,
-0.014566130936145782,
0.09253909438848495,
-0.015258333645761013,
-0.0645509734749794,
-0.046590324491262436,
0.04221029579639435,
0.029428234323859215,
0.018720129504799843,
0.03769988939166069,
-0.020238948985934258,
0.022263314574956894,
-0.03784657642245293,
-0.009120594710111618,
-0.06788107752799988,
0.028515858575701714,
-0.04755142331123352,
0.07341281324625015,
-0.052217915654182434,
-0.02909804880619049,
-0.03575243428349495,
-0.11653804033994675,
-0.030104143545031548,
0.07060957700014114,
-0.007459559943526983,
-0.03492496535181999,
0.045199669897556305,
-0.04610549286007881,
-0.03292783722281456,
0.022176308557391167,
0.05101681873202324,
-0.07191086560487747,
-0.004509218502789736,
-0.026701176539063454,
-0.03362540528178215,
-0.030247436836361885,
0.04895085468888283,
-0.01819947548210621,
-0.010589982382953167,
0.06694117933511734,
-0.016666868701577187,
-0.022046828642487526,
0.014524446800351143,
-0.06399185955524445,
-0.011681672185659409,
-0.08014044910669327,
0.011162305250763893,
-0.05471885949373245,
-0.07756569981575012,
0.011119838804006577,
-0.03164554387331009,
-0.01400821190327406,
0.0028991957660764456,
0.0011489001335576177,
-0.013294617645442486,
-0.033426810055971146,
0.020499229431152344,
0.005421923939138651,
0.048570211976766586,
0.04053507372736931,
0.06520649045705795,
-0.024859338998794556,
-0.04360859468579292,
0.012873371131718159,
-0.009215286001563072,
-0.05632847920060158,
0.021060796454548836,
-0.0552644208073616,
0.06821240484714508,
-0.0624035969376564,
0.0333629809319973,
0.050299569964408875,
0.007598148658871651,
-0.0200064554810524,
0.10534396767616272,
-0.018075453117489815,
-0.006473511457443237,
0.061588313430547714,
0.0043984632939100266,
-0.049711067229509354,
-0.03487435355782509,
0.06009311228990555,
0.09804300218820572,
-0.0008261126931756735,
0.025947147980332375,
0.02286537177860737,
0.014186098240315914,
-0.03911765664815903,
0.011082295328378677,
0.044856444001197815,
-0.011105231940746307,
-0.05356816202402115,
0.02347799390554428,
0.0036936323158442974,
-0.0048830569721758366,
0.05522250384092331,
0.0009751741890795529,
-0.14986269176006317,
0.04787717014551163,
0.000361484446329996,
-0.029027480632066727,
0.08585608750581741,
-3.742088920216825e-33,
-0.0031890508253127337,
-0.04681387543678284,
0.029212623834609985,
-0.09044880419969559,
0.005419332068413496,
0.014855165965855122,
-0.04966670647263527,
-0.038604557514190674,
-0.06873834878206253,
0.027834579348564148,
-0.019442874938249588,
-0.029884658753871918,
0.013089261949062347,
0.0933149978518486,
-0.0762474462389946,
-0.055600639432668686,
0.08740603923797607,
0.05321921035647392,
-0.08232007175683975,
-0.0017436944181099534,
-0.021599721163511276,
0.03372226655483246,
-0.023483820259571075,
-0.07835008949041367,
-0.0022456434089690447,
0.12400849163532257,
0.009101085364818573,
-0.04293833673000336,
-0.040635693818330765,
0.048387300223112106,
0.07142410427331924,
0.047138769179582596,
0.03269055113196373,
-0.09671247750520706,
0.010188046842813492,
0.005378264468163252,
0.054743729531764984,
0.05723273754119873,
0.009473999962210655,
0.001083752023987472,
-0.053718362003564835,
-0.07005482167005539,
-0.02786390110850334,
-0.008049855008721352,
0.01513040903955698,
0.03568217530846596,
0.053593721240758896,
0.031731314957141876,
0.025184841826558113,
0.049280211329460144,
-0.06465504318475723,
0.018039891496300697,
0.05255308747291565,
0.0544583797454834,
0.036396123468875885,
-0.025697456672787666,
0.036473117768764496,
0.10616996139287949,
-0.020710425451397896,
0.014077558182179928,
-0.024371033534407616,
0.043231334537267685,
0.019537512212991714,
-0.05452848598361015,
-0.11808111518621445,
0.02484331838786602,
-0.04176010191440582,
-0.00027638397295959294,
0.03527495637536049,
0.10694500058889389,
-0.12413802742958069,
0.006832609418779612,
0.07137996703386307,
0.05402965098619461,
-0.0066756014712154865,
-0.012952124699950218,
-0.03559638187289238,
-0.046702396124601364,
-0.019857926294207573,
-0.007663077209144831,
0.009739264845848083,
-0.033344876021146774,
0.027608612552285194,
-0.054437361657619476,
0.08726285398006439,
-0.01414694543927908,
0.029038138687610626,
-0.02187579870223999,
0.01573759876191616,
0.012281830422580242,
-0.08000516146421432,
-0.0002288474643137306,
0.05470979958772659,
-0.06360883265733719,
-0.056744251400232315,
1.492517371221885e-33,
-0.0042010461911559105,
0.11481297016143799,
-0.05681266635656357,
-0.07035282254219055,
-0.028678787872195244,
-0.0043794382363557816,
0.10477641224861145,
0.061843566596508026,
-0.01570214331150055,
0.10966052114963531,
0.09215515106916428,
0.01762263849377632,
-0.10487505793571472,
0.007337373681366444,
0.12148719280958176,
-0.00819825753569603,
0.013981896452605724,
-0.037868253886699677,
0.016040800139307976,
0.002809391124173999,
-0.05689741671085358,
0.09562826156616211,
0.06374792009592056,
0.08049403131008148,
-0.004971504211425781,
0.016250384971499443,
0.07287513464689255,
0.02148487977683544,
-0.003056718036532402,
0.0018782091792672873,
0.052668482065200806,
-0.004638327285647392,
-0.04993348941206932,
0.028677761554718018,
-0.01888771913945675,
-0.04218660295009613,
0.03386761248111725,
-0.027224410325288773,
0.0646522268652916,
0.017583511769771576,
-0.018337061628699303,
0.006067078094929457,
-0.011768274940550327,
0.047830406576395035,
-0.03680594265460968,
-0.013378778472542763,
0.09004542976617813,
-0.04111654683947563,
0.035678647458553314,
-0.007885785773396492,
0.026481863111257553,
-0.05775931105017662,
-0.0468863844871521,
-0.004929712507873774,
-0.03943026810884476,
-0.021270763128995895,
0.031707264482975006,
0.022056426852941513,
0.021475326269865036,
-0.024211721494793892,
-0.00038416957249864936,
-0.04835909977555275,
-0.017524579539895058,
-0.08585449308156967,
0.05551339313387871,
-0.06670931726694107,
-0.017316194251179695,
0.038873814046382904,
0.03965478762984276,
0.05555252358317375,
0.030458809807896614,
0.03676186874508858,
-0.07674825936555862,
-0.021040678024291992,
-0.008456396870315075,
-0.02615893818438053,
-0.028236951678991318,
0.008810850791633129,
0.02453843131661415,
0.057782020419836044,
0.01982511207461357,
0.00019533447630237788,
0.05925872176885605,
0.004559496883302927,
0.04286397621035576,
-0.07876025885343552,
-0.025236772373318672,
0.06406618654727936,
-0.005997603293508291,
0.03127797320485115,
-0.04632066190242767,
0.10606278479099274,
-0.07319493591785431,
0.04523766040802002,
0.014370862394571304,
-1.8771338261558412e-8,
-0.007997547276318073,
-0.12591595947742462,
0.019050374627113342,
0.03814205899834633,
0.0526251457631588,
0.023367561399936676,
0.06894505023956299,
-0.06739314645528793,
-0.05730578303337097,
-0.07003632932901382,
0.029865320771932602,
-0.09236979484558105,
-0.07229559868574142,
-0.07144824415445328,
0.12549996376037598,
-0.03500967100262642,
-0.07893548160791397,
-0.023494672030210495,
-0.03756257891654968,
-0.04590718820691109,
-0.02225140482187271,
0.02402283065021038,
-0.006851252634078264,
0.0309869647026062,
-0.03156457841396332,
-0.011464771814644337,
-0.11198040843009949,
0.07675273716449738,
-0.046080298721790314,
-0.032577499747276306,
0.05384785681962967,
0.07593414187431335,
0.01082016434520483,
-0.09503281116485596,
0.05173000320792198,
0.05745421722531319,
-0.0037279478274285793,
0.07753732800483704,
0.04705309867858887,
0.06406004726886749,
-0.06650499254465103,
-0.0671553835272789,
0.010876721702516079,
0.05641667917370796,
-0.007896174676716328,
0.01857939548790455,
0.07871357351541519,
-0.036584898829460144,
0.006773895584046841,
-0.07655566185712814,
0.01817941479384899,
-0.010082252323627472,
0.01416792906820774,
-0.03230337053537369,
0.026875466108322144,
-0.0795421451330185,
0.023053908720612526,
0.011007924564182758,
-0.03383738547563553,
0.09107927232980728,
0.03520432487130165,
0.08481105417013168,
0.022205643355846405,
-0.02897348627448082
] | p | You should see output like this | [
"articles",
"articles/neural-search-tutorial"
] | 6,694 |
[
"Neural Search Tutorial - Qdrant",
"Vector search engine"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(26) | [
-0.012771030887961388,
-0.01934949681162834,
-0.100520059466362,
-0.11525321751832962,
-0.03688906133174896,
-0.003129321848973632,
-0.005638930946588516,
-0.061317168176174164,
-0.03715156391263008,
-0.022027209401130676,
0.030999140813946724,
0.06637095659971237,
-0.02199537679553032,
0.00454795453697443,
0.051150791347026825,
-0.013967107981443405,
0.0610467866063118,
-0.12672175467014313,
0.009808051399886608,
0.023016320541501045,
-0.021261146292090416,
0.09178906679153442,
-0.06623860448598862,
-0.030521994456648827,
-0.03686754032969475,
0.00004286212788429111,
0.001367970835417509,
0.02232123725116253,
0.02001923695206642,
0.01560450904071331,
-0.021648498252034187,
0.03818274661898613,
0.05949416756629944,
0.02404237911105156,
0.033870697021484375,
0.08875150978565216,
0.06288675218820572,
-0.035882506519556046,
-0.06407378613948822,
0.038485072553157806,
0.027882857248187065,
-0.09811417758464813,
-0.025932665914297104,
0.07930933684110641,
-0.017999382689595222,
-0.022515740245580673,
-0.05785301327705383,
-0.025414545089006424,
0.004736895207315683,
-0.02635381370782852,
-0.05414772778749466,
-0.02887490950524807,
0.030091412365436554,
0.045291610062122345,
-0.0014895399799570441,
-0.05285345017910004,
-0.08255216479301453,
-0.016212692484259605,
0.016897985711693764,
0.03296778351068497,
0.025626467540860176,
-0.004371741320937872,
-0.0060923174023628235,
-0.006970279850065708,
0.06495353579521179,
-0.11897467076778412,
0.017415080219507217,
-0.09300773590803146,
-0.0030284207314252853,
-0.07887683063745499,
-0.059476517140865326,
0.08263909816741943,
0.016136739403009415,
0.012884030118584633,
0.016556767746806145,
0.03948277235031128,
0.012880563735961914,
0.000625605636741966,
0.057878244668245316,
-0.08285386860370636,
0.0035008720587939024,
-0.029195040464401245,
-0.07418730109930038,
0.09540115296840668,
-0.010943383909761906,
0.039108674973249435,
-0.06662914156913757,
-0.07090350985527039,
0.010605513118207455,
0.02987975999712944,
-0.05403560772538185,
0.013550681062042713,
-0.05323157459497452,
-0.0005882558180019259,
-0.06472878903150558,
0.03267313167452812,
-0.04151802137494087,
-0.03715426102280617,
-0.02808384783565998,
-0.0033215440344065428,
0.08792471140623093,
0.02591315284371376,
-0.018915509805083275,
0.017375905066728592,
-0.028463784605264664,
-0.12676836550235748,
-0.08893270790576935,
0.0859551802277565,
0.02548203431069851,
-0.020288867875933647,
0.015645699575543404,
-0.032196756452322006,
0.018779195845127106,
0.023831190541386604,
-0.03404105082154274,
0.10697364807128906,
-0.08007701486349106,
-0.018386034294962883,
-0.007912014611065388,
0.004421299323439598,
0.013813252560794353,
0.019378572702407837,
0.01811477355659008,
-0.050473108887672424,
-0.04323814809322357,
0.019140202552080154,
0.13839423656463623,
-3.447127632894758e-33,
-0.003287245286628604,
-0.01667383499443531,
0.038572557270526886,
0.015830954536795616,
0.0387599878013134,
-0.06699695438146591,
-0.0338137224316597,
-0.010549220256507397,
-0.014688072726130486,
0.06844144314527512,
-0.07248856127262115,
0.008895973674952984,
0.01439930871129036,
-0.020614633336663246,
-0.010354292578995228,
-0.01682477816939354,
0.00869276188313961,
-0.0014779111370444298,
0.004675402771681547,
-0.05045627802610397,
0.004774770699441433,
-0.023266121745109558,
-0.03276137262582779,
-0.057680949568748474,
0.11005248874425888,
0.049075596034526825,
-0.034997206181287766,
0.03663787245750427,
0.03755573555827141,
0.01650317944586277,
0.0857514962553978,
0.01356130838394165,
-0.035379935055971146,
0.0027397172525525093,
0.038763392716646194,
-0.025704121217131615,
-0.021859321743249893,
-0.02689237706363201,
-0.055046096444129944,
0.015371532179415226,
-0.012165521271526814,
-0.03215888887643814,
-0.13653652369976044,
0.03809365630149841,
0.017992142587900162,
-0.01464324351400137,
-0.05844873934984207,
-0.029171079397201538,
0.10494670271873474,
0.0761057436466217,
0.011889616027474403,
-0.04477246478199959,
0.010401400737464428,
0.03425344452261925,
0.03594253212213516,
0.019528886303305626,
-0.0312618762254715,
0.07413222640752792,
-0.06516936421394348,
-0.06831888109445572,
0.027673033997416496,
-0.05839390680193901,
-0.02008219249546528,
0.04626380279660225,
0.09803476929664612,
0.012182353995740414,
0.07013805210590363,
-0.06089820712804794,
0.016688132658600807,
0.059901900589466095,
-0.05537145212292671,
-0.03912397474050522,
0.07620194554328918,
0.07506829500198364,
-0.024343952536582947,
0.03452298045158386,
-0.02683817781507969,
0.027467580512166023,
0.059470076113939285,
0.03272910416126251,
-0.021467704325914383,
0.009479262866079807,
-0.06601572036743164,
0.05400155484676361,
-0.011266021057963371,
0.052343882620334625,
-0.04084494337439537,
-0.0377381294965744,
-0.020205538719892502,
0.017297279089689255,
0.00788707286119461,
0.08489545434713364,
-0.017144761979579926,
0.0685940757393837,
0.008315403014421463,
7.0303038595468176e-34,
-0.03385261073708534,
0.03953828662633896,
-0.06345071643590927,
-0.03365448862314224,
-0.07570070773363113,
-0.05381983518600464,
0.04995181784033775,
0.04928809031844139,
-0.07854253053665161,
0.02421119436621666,
0.08866948634386063,
-0.009430695325136185,
0.024128593504428864,
0.04380809888243675,
-0.05270503833889961,
-0.047267407178878784,
-0.014199948869645596,
0.04376586154103279,
-0.011294987052679062,
0.1381770670413971,
-0.06904660910367966,
0.005286417901515961,
0.03581370413303375,
0.029083428904414177,
-0.0849297046661377,
-0.0034896861761808395,
0.05947099253535271,
-0.04963551461696625,
-0.043418481945991516,
-0.0978986844420433,
0.10551372170448303,
-0.007755651604384184,
-0.03609829023480415,
0.07269151508808136,
-0.035820819437503815,
0.00844779796898365,
0.09954682737588882,
0.01681659370660782,
0.06718253344297409,
-0.040554169565439224,
0.027157440781593323,
-0.03789132088422775,
0.004142202902585268,
0.031829655170440674,
-0.0446416512131691,
-0.004217407666146755,
0.07737261056900024,
-0.03252364695072174,
-0.08848324418067932,
-0.03848111629486084,
0.028838930651545525,
-0.009391546249389648,
0.08018985390663147,
0.09407604485750198,
0.012787123210728168,
0.0898708775639534,
-0.006733956281095743,
-0.0058064889162778854,
0.03280908241868019,
0.04034895822405815,
0.1544993370771408,
-0.04169788956642151,
-0.06472226977348328,
0.021069927141070366,
0.04084627702832222,
0.027143467217683792,
0.005581746809184551,
0.059952832758426666,
0.042110055685043335,
-0.013186558149755001,
0.02650506980717182,
-0.03877505287528038,
-0.06599393486976624,
0.06329037249088287,
-0.04527680575847626,
-0.08408357203006744,
-0.06291092932224274,
-0.051621004939079285,
-0.04347589984536171,
0.05755935236811638,
-0.012487933039665222,
0.028948139399290085,
-0.11172597855329514,
0.0023803969379514456,
-0.007653841283172369,
-0.07061553746461868,
0.07932422310113907,
0.03300916403532028,
0.03437788039445877,
-0.04667012766003609,
0.0006973342387937009,
-0.0009420076385140419,
-0.12933659553527832,
0.08427723497152328,
-0.04546467214822769,
-1.7346991398881073e-8,
0.0192740336060524,
-0.06407896429300308,
-0.017807668074965477,
-0.07471094280481339,
0.023040028288960457,
0.04654630273580551,
-0.015658102929592133,
-0.05292404070496559,
-0.018306070938706398,
0.008402672596275806,
-0.006962181068956852,
0.02277582511305809,
-0.06989189237356186,
-0.03815019503235817,
0.08207419514656067,
-0.02869606204330921,
0.000489541795104742,
-0.022185852751135826,
0.01269050594419241,
-0.006997665390372276,
0.08072330802679062,
-0.05301135033369064,
0.06413546204566956,
0.018120408058166504,
-0.030603211373090744,
-0.026286352425813675,
0.0017412698362022638,
0.0946381613612175,
-0.007441192399710417,
-0.05538182705640793,
-0.014596479013562202,
0.018255038186907768,
0.029655106365680695,
-0.04572784900665283,
-0.08544345945119858,
0.131892591714859,
-0.03763432428240776,
-0.06255245953798294,
0.08043349534273148,
-0.027392404153943062,
0.02567814290523529,
0.0064217327162623405,
-0.052862830460071564,
0.009126093238592148,
-0.009637721814215183,
0.09395863115787506,
-0.0031454991549253464,
0.03572650998830795,
-0.02012847550213337,
0.024334993213415146,
-0.03169664368033409,
-0.00936429388821125,
0.11232821643352509,
-0.03049951046705246,
0.024951720610260963,
0.04705822095274925,
-0.02517058700323105,
-0.04260779172182083,
-0.050927937030792236,
0.07897772639989853,
0.016589412465691566,
0.09846609830856323,
0.044752418994903564,
-0.03246204927563667
] | p | This means that the service is successfully launched and listening port 6333. | [
"articles",
"articles/neural-search-tutorial"
] | 6,695 |
[
"Neural Search Tutorial - Qdrant",
"Vector search engine"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(26) | [
-0.02936747670173645,
-0.0017868311842903495,
-0.028953462839126587,
-0.05915813148021698,
-0.011866871267557144,
-0.03035316988825798,
-0.16217626631259918,
-0.05700758472084999,
0.042506683617830276,
0.006300610490143299,
0.05265926942229271,
-0.014507235959172249,
-0.06748488545417786,
0.09097713977098465,
0.016533667221665382,
0.013084134086966515,
0.001098410226404667,
-0.06775959581136703,
0.06456482410430908,
-0.004618797916918993,
-0.05142674222588539,
-0.01963067427277565,
0.03209613263607025,
-0.03917842358350754,
0.08023615181446075,
-0.03862994164228439,
-0.05628914386034012,
0.10088210552930832,
0.03278128802776337,
-0.03921675682067871,
0.005199745763093233,
-0.006556151434779167,
0.013180295936763287,
-0.03685363382101059,
0.06199696287512779,
0.072267085313797,
0.011595453135669231,
-0.08883336931467056,
-0.06288929283618927,
0.0512177012860775,
0.010335547849535942,
0.035199590027332306,
-0.009555204771459103,
0.08307218551635742,
0.048501189798116684,
-0.009615403600037098,
-0.030292967334389687,
0.08424895256757736,
-0.049573805183172226,
-0.0544637069106102,
-0.023543601855635643,
-0.016848089173436165,
-0.007216400932520628,
-0.027151549234986305,
0.01575123704969883,
-0.04484020546078682,
-0.04653231054544449,
0.07384444028139114,
-0.009672524407505989,
0.11895881593227386,
0.015250510536134243,
0.04814651235938072,
-0.027809230610728264,
-0.030488567426800728,
-0.02504352666437626,
-0.02021648921072483,
0.04289446026086807,
-0.07575280219316483,
0.03131881728768349,
-0.0976000502705574,
-0.11317715048789978,
-0.0059170229360461235,
-0.0605730302631855,
-0.016947412863373756,
-0.015264875255525112,
0.012952683493494987,
-0.00506047485396266,
0.0059375097043812275,
-0.05830296501517296,
-0.0838051587343216,
-0.00978807732462883,
-0.10014243423938751,
-0.0012502066092565656,
0.05507009103894234,
0.06657237559556961,
0.03355751186609268,
0.0350261889398098,
0.036656979471445084,
0.007789275608956814,
0.013756999745965004,
0.026104817166924477,
0.023586522787809372,
-0.009796935133635998,
0.008770429529249668,
0.014745885506272316,
-0.008270000107586384,
0.06755519658327103,
0.0697832927107811,
-0.0024161962792277336,
0.024958893656730652,
0.04443734139204025,
-0.035808343440294266,
-0.022679686546325684,
0.05786794051527977,
0.0024822100531309843,
-0.011822535656392574,
0.05606997758150101,
0.09403587877750397,
0.033148813992738724,
-0.07512523233890533,
-0.013661786913871765,
-0.04252796992659569,
-0.023551516234874725,
-0.06887359917163849,
-0.06251874566078186,
0.0016538468189537525,
-0.011936241760849953,
0.034096088260412216,
-0.041853949427604675,
0.026712633669376373,
-0.0013718735426664352,
-0.030204283073544502,
-0.03795164078474045,
-0.039525631815195084,
-0.04054424539208412,
-0.009803003631532192,
0.016231663525104523,
1.0650380139568135e-33,
0.046270307153463364,
-0.011247699148952961,
0.04851403832435608,
-0.027959465980529785,
0.008552178740501404,
-0.06810928136110306,
0.04900727793574333,
-0.007148309610784054,
-0.08214318007230759,
-0.07843441516160965,
0.07721758633852005,
-0.07091951370239258,
-0.057516876608133316,
-0.053793180733919144,
0.026128241792321205,
0.05239385366439819,
-0.08582543581724167,
-0.06436865776777267,
0.044900164008140564,
0.03664577007293701,
0.004835342522710562,
-0.07929287105798721,
-0.041138701140880585,
0.027350936084985733,
-0.0012681175721809268,
0.0710049420595169,
0.08069109171628952,
0.1104300320148468,
-0.03744169697165489,
-0.013803514651954174,
0.04740087315440178,
-0.052098654210567474,
-0.09848904609680176,
-0.07155784964561462,
-0.045996133238077164,
0.025619877502322197,
-0.02350863628089428,
-0.0008989400812424719,
-0.07925420254468918,
-0.02833152748644352,
0.03945638984441757,
-0.03363380953669548,
-0.02574550360441208,
-0.05874300003051758,
0.013033055700361729,
0.019206099212169647,
-0.07780063152313232,
-0.05908183380961418,
0.10603321343660355,
-0.032828837633132935,
-0.09509598463773727,
-0.019044537097215652,
-0.007288555148988962,
0.041819486767053604,
0.049601130187511444,
0.049284927546978,
0.014370536431670189,
0.03344595059752464,
-0.07331666350364685,
-0.010877152904868126,
0.06848030537366867,
-0.015258457511663437,
-0.05484791845083237,
-0.02059675194323063,
-0.03936685621738434,
-0.0010043811053037643,
0.0011371960863471031,
-0.00243780598975718,
0.012803187593817711,
0.12257120013237,
-0.00457013538107276,
-0.019002212211489677,
0.08575751632452011,
0.11946453899145126,
0.006488913670182228,
-0.0030382454860955477,
-0.07760260999202728,
0.03470102697610855,
0.05519266799092293,
-0.030663972720503807,
0.0021556715946644545,
-0.02212861366569996,
0.04683047533035278,
-0.0014912207843735814,
0.008821713738143444,
-0.04084990918636322,
0.07473617792129517,
0.049020782113075256,
0.05720004066824913,
0.09230435639619827,
0.038230203092098236,
0.04094286635518074,
-0.01135561428964138,
0.07579082250595093,
-0.04624708741903305,
-1.734029573260536e-33,
-0.06701171398162842,
0.006760607939213514,
-0.05095560848712921,
0.05513305962085724,
-0.08761502802371979,
-0.028755679726600647,
-0.012747297063469887,
0.07444321364164352,
0.018609177321195602,
-0.0104318642988801,
0.10477714985609055,
0.07158074527978897,
-0.025640813633799553,
0.0036961461883038282,
0.0005091534112580121,
0.04909290373325348,
-0.05763101577758789,
-0.06435877829790115,
-0.006291841622442007,
0.04223700612783432,
-0.1289312094449997,
0.04519915208220482,
0.01134719792753458,
-0.010897249914705753,
0.015411111526191235,
-0.015851879492402077,
0.039578475058078766,
-0.009637678973376751,
-0.028251366689801216,
-0.0881376713514328,
0.11616893857717514,
-0.07284459471702576,
-0.12816709280014038,
-0.003957246895879507,
-0.013645509257912636,
0.017234716564416885,
0.04678649827837944,
0.024051431566476822,
0.0225109551101923,
0.03364681079983711,
0.008461079560220242,
0.021876156330108643,
-0.016561107710003853,
0.007643472868949175,
-0.021665912121534348,
0.0005284486687742174,
0.07038645446300507,
-0.07927573472261429,
-0.017661895602941513,
-0.042198505252599716,
0.11633652448654175,
0.025339186191558838,
0.10338283330202103,
-0.020448632538318634,
0.015880735591053963,
0.041026029735803604,
-0.00012097536819055676,
0.11636713892221451,
-0.021638477221131325,
0.0156983844935894,
0.05369983986020088,
-0.01622195728123188,
-0.09816936403512955,
-0.011837288737297058,
0.0327632911503315,
0.010141575708985329,
-0.018130339682102203,
0.1222347691655159,
0.07384981960058212,
-0.006991458125412464,
-0.053788989782333374,
-0.0292180385440588,
0.03410084545612335,
0.03780801594257355,
0.03418119624257088,
-0.023100337013602257,
-0.001051060389727354,
0.11547022312879562,
0.04445289820432663,
-0.0395442396402359,
0.05983278155326843,
0.051351699978113174,
-0.031698618084192276,
-0.04901237040758133,
0.0027500027790665627,
-0.030778946354985237,
0.05899752676486969,
0.0407564677298069,
-0.02380649745464325,
-0.03633848577737808,
0.023740919306874275,
0.07006606459617615,
-0.06537992507219315,
0.0692124143242836,
0.04342072457075119,
-2.864887704845387e-8,
0.077417753636837,
-0.08857111632823944,
-0.09725574404001236,
-0.0009658275521360338,
0.041818805038928986,
0.03005293384194374,
0.004054667893797159,
-0.019761957228183746,
-0.03407998010516167,
0.05651471018791199,
-0.05578868091106415,
-0.024004878476262093,
-0.04039163142442703,
0.040973879396915436,
0.004748576320707798,
-0.10126951336860657,
-0.060686733573675156,
0.1381189525127411,
0.041619881987571716,
-0.029410559684038162,
-0.03674715384840965,
-0.0093039246276021,
0.026961984112858772,
-0.03448927402496338,
-0.002957122167572379,
-0.0040947385132312775,
-0.03361061215400696,
0.02739986591041088,
-0.020752573385834694,
-0.061530254781246185,
-0.010461065918207169,
0.02898961305618286,
0.00040067548980005085,
-0.08644925057888031,
-0.022213304415345192,
0.09450813382863998,
-0.07462020218372345,
0.004232340957969427,
0.08557163923978806,
0.01994996890425682,
0.07025773823261261,
-0.031503986567258835,
-0.007262032944709063,
0.006845680996775627,
-0.0007370672537945211,
-0.0017268850933760405,
-0.05661627650260925,
-0.04905856400728226,
0.02335083670914173,
0.02329588122665882,
0.026910929009318352,
-0.05608857795596123,
0.07935024797916412,
-0.06517168879508972,
-0.026685068383812904,
0.03220687434077263,
0.014410085044801235,
-0.040655240416526794,
0.0013694075169041753,
-0.02770685963332653,
0.08318360149860382,
0.009242922067642212,
0.049925126135349274,
0.046651046723127365
] | p | To make sure you can test http://localhost:6333/ in your browser and get qdrant version info. | [
"articles",
"articles/neural-search-tutorial"
] | 6,696 |
[
"Neural Search Tutorial - Qdrant",
"Vector search engine"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(27) | [
-0.04565014690160751,
-0.005881872493773699,
-0.06724033504724503,
0.03664952889084816,
0.019218914210796356,
0.047038834542036057,
-0.0644446611404419,
0.0017584636807441711,
0.05034351348876953,
-0.0007133846520446241,
0.04460538551211357,
0.024738091975450516,
0.030141083523631096,
0.04687994718551636,
-0.0871964693069458,
-0.0004926451365463436,
-0.03531183674931526,
0.012120149098336697,
-0.0006179052288644016,
-0.027264349162578583,
-0.0937250554561615,
0.04387206211686134,
0.05575579032301903,
-0.038732197135686874,
0.060884375125169754,
0.024521127343177795,
-0.03961561992764473,
0.006046594120562077,
0.040044501423835754,
-0.03616305813193321,
0.004955418407917023,
0.009065634571015835,
-0.06098611652851105,
-0.0019680236000567675,
0.08490646630525589,
0.09477685391902924,
-0.03821346163749695,
-0.12659184634685516,
-0.018881041556596756,
-0.08256776630878448,
0.026866596192121506,
0.0124913789331913,
-0.13164947926998138,
0.03488671034574509,
0.0053381347097456455,
0.039503056555986404,
0.04379524290561676,
0.02982584945857525,
-0.017396820709109306,
-0.04573068767786026,
-0.03192756697535515,
-0.04545547068119049,
0.01465376652777195,
0.08887553215026855,
0.0021926388144493103,
0.024393267929553986,
0.02857789397239685,
0.06750014424324036,
-0.029833123087882996,
0.09995828568935394,
0.02409396506845951,
0.07821551710367203,
-0.025593284517526627,
0.01992148905992508,
0.04277311637997627,
0.01990365795791149,
-0.02725379541516304,
0.05103006213903427,
0.07087064534425735,
-0.03983563557267189,
-0.025004984810948372,
0.050719816237688065,
-0.06284821778535843,
-0.01494550984352827,
0.04541069269180298,
-0.05059387534856796,
-0.0013979129726067185,
0.03316210210323334,
-0.08602996915578842,
0.05704974755644798,
0.029224533587694168,
-0.05039270594716072,
0.0624234639108181,
-0.044272907078266144,
-0.06356555223464966,
-0.0016203561099246144,
0.002281735884025693,
0.05142842233181,
-0.02631225995719433,
-0.10549809783697128,
0.00855179876089096,
-0.02529655396938324,
0.03241085261106491,
-0.06513883918523788,
-0.02933691069483757,
-0.06799867749214172,
0.04814659804105759,
0.0641089677810669,
0.06419233232736588,
-0.050275422632694244,
0.01461818441748619,
-0.018433278426527977,
-0.06893867999315262,
0.04071143642067909,
0.03173207491636276,
-0.08409080654382706,
0.05263987556099892,
0.010597544722259045,
-0.06370031088590622,
0.01177152432501316,
-0.05686063691973686,
0.0611051544547081,
-0.006545229349285364,
0.04942573979496956,
-0.010473979637026787,
0.016902167350053787,
-0.11852416396141052,
0.09451586753129959,
-0.1190079003572464,
0.036180637776851654,
0.00970885157585144,
0.007203118409961462,
0.054165780544281006,
0.01897779479622841,
-0.06768355518579483,
-0.035802993923425674,
-0.0538441427052021,
-1.1588406264425089e-33,
0.009896853007376194,
-0.07025660574436188,
0.09136082231998444,
0.06061125546693802,
0.02707693725824356,
-0.04053370654582977,
0.07840490341186523,
-0.02132182940840721,
0.012804444879293442,
-0.070622019469738,
-0.00443666335195303,
-0.0063806758262217045,
-0.07723206281661987,
0.03613243252038956,
-0.053061340004205704,
-0.011744757182896137,
-0.15372537076473236,
0.02928263135254383,
0.033980004489421844,
-0.03081856109201908,
0.008305221796035767,
0.02434139885008335,
-0.10110737383365631,
0.014083629474043846,
0.038783688098192215,
0.07209841907024384,
0.12775008380413055,
0.06773054599761963,
-0.040628738701343536,
0.0030352368485182524,
-0.09169284254312515,
0.00694381445646286,
-0.006197202485054731,
-0.037467874586582184,
-0.06434081494808197,
0.026818547397851944,
0.022447554394602776,
0.023394376039505005,
-0.09818221628665924,
-0.04327550530433655,
0.12256750464439392,
0.014764542691409588,
0.04449493810534477,
-0.026224300265312195,
-0.05020425096154213,
-0.04510035365819931,
0.027841471135616302,
0.027132268995046616,
0.05819902941584587,
-0.033240269869565964,
0.016986144706606865,
-0.023125620558857918,
-0.02640659175813198,
-0.018556546419858932,
-0.06398940831422806,
-0.013139859773218632,
0.011486564762890339,
-0.07136110216379166,
-0.036088477820158005,
-0.01353885605931282,
0.06083250418305397,
0.002310028299689293,
0.008695611730217934,
0.006006930489093065,
-0.0004358578007668257,
0.07289154827594757,
-0.01606513187289238,
-0.003774878103286028,
0.02359866350889206,
0.09324610978364944,
-0.04586021974682808,
-0.020020024850964546,
0.01420522015541792,
0.01367781963199377,
0.054177746176719666,
-0.05040372908115387,
-0.07238755375146866,
0.00767721701413393,
-0.09318505972623825,
-0.011063653975725174,
0.02823031321167946,
-0.08685603737831116,
-0.0410941019654274,
-0.025806479156017303,
0.038142912089824677,
-0.14617659151554108,
0.09741032868623734,
-0.08869021385908127,
0.01683133654296398,
0.08258426189422607,
0.02139839343726635,
0.008235270157456398,
0.02160017192363739,
-0.00702630216255784,
-0.05286252871155739,
-3.5836113891506045e-34,
-0.009664532728493214,
-0.018044399097561836,
-0.08215396106243134,
0.012587890960276127,
-0.043759673833847046,
0.03693078085780144,
-0.03483017534017563,
0.07688431441783905,
0.03583773970603943,
-0.005677953828126192,
-0.04491857811808586,
0.06816603988409042,
-0.012974647805094719,
-0.0016399017767980695,
-0.11180641502141953,
0.06221063435077667,
-0.026908885687589645,
-0.11021288484334946,
-0.04580112174153328,
-0.03385555371642113,
-0.04888930916786194,
-0.09057677537202835,
0.09869401901960373,
0.013244003988802433,
0.008984646759927273,
0.05544516071677208,
0.09218147397041321,
0.020035846158862114,
-0.030567510053515434,
-0.05115150660276413,
0.03708048537373543,
-0.1906304806470871,
-0.09961608797311783,
-0.020790141075849533,
-0.015458726324141026,
-0.018172765150666237,
0.008035660721361637,
0.029969703406095505,
-0.026817986741662025,
0.039019450545310974,
-0.028761520981788635,
0.023029111325740814,
-0.10200495272874832,
0.02783970721065998,
0.0204046368598938,
-0.01697380654513836,
0.01960369199514389,
-0.07056920230388641,
0.031156979501247406,
-0.041692957282066345,
0.059933483600616455,
0.02835216000676155,
-0.009371591731905937,
0.013205998577177525,
0.052418142557144165,
0.08714504539966583,
0.06314793974161148,
0.10190587490797043,
-0.014317905530333519,
-0.028543589636683464,
0.049634724855422974,
0.004979586228728294,
-0.044898439198732376,
-0.016551636159420013,
-0.027349872514605522,
-0.040811896324157715,
0.06570474058389664,
0.04532191902399063,
-0.04115627333521843,
0.0027964503969997168,
-0.03074859268963337,
0.05639396235346794,
0.04895148426294327,
0.020148368552327156,
-0.0024012147914618254,
-0.028825048357248306,
-0.02807856909930706,
0.0015761136310175061,
0.042280010879039764,
-0.05350210890173912,
0.01440617348998785,
-0.0050719911232590675,
-0.039465952664613724,
-0.0027318322099745274,
0.08418390154838562,
-0.06865622103214264,
0.06671462953090668,
0.022566333413124084,
0.03542483225464821,
0.028148360550403595,
0.018190091475844383,
0.10031373053789139,
-0.010858378373086452,
0.012406640686094761,
0.06513678282499313,
-2.2223968443313424e-8,
-0.03220769762992859,
0.03506654128432274,
-0.038490187376737595,
0.113287553191185,
-0.011624101549386978,
-0.07545354962348938,
0.09246943145990372,
0.08478837460279465,
-0.022684067487716675,
-0.016176147386431694,
-0.05918396636843681,
-0.004569244105368853,
-0.05753340572118759,
-0.0032818191684782505,
-0.05713038146495819,
-0.028269151225686073,
0.056082360446453094,
-0.014904533512890339,
0.018284613266587257,
-0.03597181290388107,
-0.023297986015677452,
0.05254795774817467,
0.04069076105952263,
-0.00799765344709158,
0.04277379810810089,
0.057346053421497345,
0.08066513389348984,
0.0028421373572200537,
0.020171960815787315,
0.027825327590107918,
0.03472005948424339,
-0.03573990240693092,
0.0383787527680397,
0.015713222324848175,
-0.07772432267665863,
-0.004435868933796883,
-0.06569182872772217,
0.028847094625234604,
0.05837951973080635,
0.03650236129760742,
-0.04759162291884422,
-0.0321006141602993,
0.0020429729484021664,
0.011099743656814098,
0.017978517338633537,
-0.001001177472062409,
-0.07531426101922989,
0.04255746304988861,
0.0023742716293781996,
0.05667722597718239,
0.004277288448065519,
-0.030476676300168037,
0.014708195813000202,
0.045013006776571274,
0.06301455199718475,
0.00042541921720840037,
-0.00007947772246552631,
0.02392679825425148,
0.07548197358846664,
-0.03416704386472702,
0.01274808868765831,
0.014939694665372372,
0.022777127102017403,
0.02802514098584652
] | p | All uploaded to Qdrant data is saved into the ./qdrant_storage directory and will be persisted even if you recreate the container. | [
"articles",
"articles/neural-search-tutorial"
] | 6,697 |
[
"Neural Search Tutorial - Qdrant"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > h3:nth-of-type(3) | [
-0.07101836800575256,
0.01448559109121561,
-0.08190584182739258,
-0.0315607525408268,
-0.07466617226600647,
0.06433972716331482,
-0.04008789360523224,
0.07007107138633728,
-0.001437050406821072,
0.02692423202097416,
0.025642896071076393,
-0.03366302326321602,
0.06731358915567398,
0.03208758309483528,
-0.029362283647060394,
0.0569942481815815,
-0.05571136623620987,
-0.0781719759106636,
0.030622191727161407,
-0.10851213335990906,
-0.06689988076686859,
0.0402430035173893,
0.03314609080553055,
-0.040180061012506485,
0.07239467650651932,
-0.04741587117314339,
-0.014728210866451263,
0.043802108615636826,
0.0073849973268806934,
0.014612697996199131,
0.015004781074821949,
-0.027522405609488487,
-0.019061340019106865,
0.015281646512448788,
-0.00910811498761177,
0.07385106384754181,
-0.01447445061057806,
-0.08619462698698044,
-0.05549142137169838,
-0.017572320997714996,
0.05283740162849426,
0.057199686765670776,
-0.12026634812355042,
0.03697995841503143,
0.04122027009725571,
0.009329884313046932,
-0.03424010053277016,
0.10121787339448929,
-0.0016785635380074382,
-0.06577249616384506,
-0.07337425649166107,
-0.082789346575737,
0.021093254908919334,
0.06541556864976883,
-0.046080082654953,
-0.037941303104162216,
0.0043845223262906075,
0.0186455138027668,
-0.027520865201950073,
0.005379464011639357,
-0.005002336110919714,
0.034189917147159576,
-0.021002506837248802,
-0.015465183183550835,
0.04706764593720436,
0.01585979200899601,
-0.07834216952323914,
0.09337546676397324,
0.026987947523593903,
0.0037866446655243635,
-0.013898467645049095,
0.012906908988952637,
-0.1154065802693367,
0.02475244365632534,
0.008712740615010262,
-0.12337241321802139,
-0.058728598058223724,
0.07069627195596695,
-0.07471903413534164,
-0.061505962163209915,
0.06063392758369446,
-0.08057306706905365,
0.024404870346188545,
0.0019805103074759245,
0.006109417416155338,
0.008690277114510536,
-0.03634199872612953,
0.07853157073259354,
-0.08389796316623688,
-0.10900994390249252,
0.0071522947400808334,
0.04052065685391426,
-0.015243696048855782,
-0.01979299820959568,
0.0027083121240139008,
-0.04141158238053322,
0.08766134083271027,
0.03276725113391876,
0.012057635001838207,
-0.0174382533878088,
0.02392106130719185,
0.00691062118858099,
-0.09221168607473373,
0.050137151032686234,
0.018499145284295082,
-0.047062769532203674,
0.11587846279144287,
-0.005095136817544699,
-0.050453733652830124,
-0.03798407316207886,
-0.07197696715593338,
0.017605861648917198,
-0.012348637916147709,
-0.07526827603578568,
-0.036820124834775925,
0.005518964491784573,
-0.06856585294008255,
0.12495025247335434,
-0.09708287566900253,
0.013989207334816456,
-0.019222578033804893,
0.002625805791467428,
-0.11697611212730408,
0.04322616383433342,
-0.0386020764708519,
-0.08270568400621414,
-0.05376317352056503,
6.007440562516592e-34,
0.05792532488703728,
0.00041943913674913347,
0.08122757077217102,
0.015817439183592796,
-0.005911205429583788,
0.0029717599973082542,
0.019436713308095932,
-0.02797420509159565,
-0.026228778064250946,
-0.06093373894691467,
0.007127165794372559,
-0.08318797498941422,
-0.024778323248028755,
0.02381392940878868,
-0.02853238396346569,
-0.0016737869009375572,
-0.10776787996292114,
0.007600131444633007,
0.0817825198173523,
0.005431026220321655,
0.018121523782610893,
-0.09080895781517029,
-0.07683875411748886,
0.062282778322696686,
0.04680703207850456,
0.02282264456152916,
0.0743059441447258,
0.08594117313623428,
-0.007949130609631538,
-0.021507782861590385,
-0.06593181937932968,
-0.03490481898188591,
-0.047307245433330536,
-0.08799172192811966,
-0.09646613150835037,
-0.048163577914237976,
-0.03624722734093666,
-0.010200339369475842,
-0.09324534237384796,
-0.0366797000169754,
0.09944089502096176,
-0.01645551063120365,
-0.025402596220374107,
0.005456387531012297,
-0.057705000042915344,
0.06906846165657043,
0.01518867164850235,
0.040317829698324203,
0.0462367981672287,
-0.020948536694049835,
0.015479271300137043,
-0.029492724686861038,
-0.020916994661092758,
-0.011274715885519981,
-0.026438208296895027,
0.05025970935821533,
0.02249714732170105,
-0.029886646196246147,
-0.059626881033182144,
0.011661496013402939,
0.0735110267996788,
-0.06698275357484818,
-0.015691207721829414,
0.04721241816878319,
-0.04325832799077034,
-0.024105679243803024,
-0.006606512237340212,
-0.041386112570762634,
0.03179359808564186,
0.12270128726959229,
-0.06308229267597198,
0.055663689970970154,
0.031116049736738205,
0.015513932332396507,
0.07635650038719177,
-0.011039172299206257,
-0.054598208516836166,
0.0029687630012631416,
-0.0757911205291748,
0.025396808981895447,
-0.021555902436375618,
-0.08871123939752579,
0.015064380131661892,
-0.0423872172832489,
0.09778497368097305,
-0.07440294325351715,
0.09260345250368118,
-0.016435621306300163,
-0.02679992839694023,
0.07971970736980438,
-0.005906281992793083,
0.06754965335130692,
-0.01948924921452999,
0.017235135659575462,
0.008328936994075775,
-1.1587933311619875e-33,
0.004941556137055159,
0.04860846325755119,
-0.012899556197226048,
0.019272614270448685,
0.014615592546761036,
0.03900117054581642,
0.05436262488365173,
0.03380795568227768,
0.1054561510682106,
0.06736444681882858,
-0.044318169355392456,
0.03436453267931938,
-0.012306754477322102,
-0.13297493755817413,
-0.018754906952381134,
0.0450766421854496,
-0.02401428483426571,
-0.03134654834866524,
-0.047429878264665604,
-0.05077385902404785,
-0.07878442853689194,
-0.07108000665903091,
0.06985348463058472,
-0.008158869110047817,
0.023634981364011765,
0.06391541659832001,
0.026487933471798897,
0.05964626744389534,
-0.01886165328323841,
-0.016252443194389343,
0.028434287756681442,
-0.1631038337945938,
-0.0870213508605957,
-0.025348316878080368,
-0.025075118988752365,
0.024407003074884415,
0.10366257280111313,
0.08915618062019348,
0.03391215577721596,
0.06593713909387589,
-0.008994411677122116,
0.06917472183704376,
-0.09808016568422318,
0.0184947419911623,
0.031826283782720566,
-0.028610065579414368,
-0.007694321684539318,
-0.036063745617866516,
-0.014711964875459671,
-0.01149759627878666,
0.05292545631527901,
0.04779938608407974,
-0.0009970271494239569,
0.089787058532238,
0.08268832415342331,
0.044131651520729065,
0.061998315155506134,
0.06861358135938644,
-0.001099240849725902,
-0.004042255692183971,
-0.0020679556764662266,
-0.047108180820941925,
-0.03213358670473099,
0.00002824506191245746,
0.003933205734938383,
-0.07530096173286438,
0.07773102819919586,
0.01925322227180004,
0.023163067176938057,
0.0522591769695282,
-0.03806016966700554,
0.011414476670324802,
0.08420200645923615,
0.039102669805288315,
0.034721698611974716,
0.009925443679094315,
-0.040555693209171295,
0.0697832927107811,
0.003181743435561657,
-0.022353852167725563,
0.07444564253091812,
-0.01186318602412939,
0.00984548032283783,
0.08351514488458633,
0.06500423699617386,
-0.018840793520212173,
0.11076966673135757,
0.05352281406521797,
0.021801583468914032,
-0.0071808272041380405,
-0.004499724134802818,
0.07035539299249649,
0.0664331316947937,
0.04409226030111313,
0.07354363054037094,
-1.3914912777579502e-8,
0.005304365884512663,
-0.07257156819105148,
-0.07983798533678055,
0.03502894192934036,
-0.017772996798157692,
-0.03852199763059616,
-0.02844195067882538,
0.031221549957990646,
0.02140209637582302,
-0.020088858902454376,
-0.043060820549726486,
-0.04480284824967384,
-0.018177444115281105,
0.03793284669518471,
-0.0029425211250782013,
-0.06688132882118225,
0.08706723153591156,
-0.0015668197302147746,
0.02868926152586937,
-0.02945244126021862,
0.01226262841373682,
0.06392770260572433,
-0.0232824869453907,
-0.008260129950940609,
0.04295146465301514,
0.01296039205044508,
-0.01329907774925232,
0.024004992097616196,
0.02779172733426094,
-0.05583816021680832,
0.03354170545935631,
-0.05905013531446457,
0.03063838742673397,
0.02719801850616932,
-0.06313595175743103,
-0.011552879586815834,
0.01964162290096283,
0.003480846993625164,
0.018328746780753136,
0.06888100504875183,
0.01317533291876316,
-0.008801250718533993,
-0.02989206649363041,
-0.004422799684107304,
0.0320257730782032,
0.004572761245071888,
-0.0615573525428772,
0.02252054214477539,
0.004879978019744158,
0.043523047119379044,
0.02518662065267563,
-0.029428616166114807,
0.10401850193738937,
-0.002507381606847048,
-0.021666934713721275,
0.010882541537284851,
0.00020178381237201393,
0.0029699131846427917,
0.05113086849451065,
-0.01573840342462063,
0.025290144607424736,
0.019841670989990234,
0.01694943569600582,
0.02180682122707367
] | h3 | Upload data to Qdrant | [
"articles",
"articles/neural-search-tutorial"
] | 6,698 |
[
"Neural Search Tutorial - Qdrant",
"Upload data to Qdrant"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(28) | [
-0.03098418191075325,
-0.043711841106414795,
-0.08396382629871368,
0.028424138203263283,
0.06381690502166748,
0.004073353484272957,
-0.1436728537082672,
-0.03253590688109398,
-0.0855463445186615,
-0.0013917129253968596,
-0.01621204800903797,
0.09727665781974792,
0.02157403714954853,
-0.01523407083004713,
-0.04546552151441574,
-0.022283943369984627,
-0.024288291111588478,
-0.006725667975842953,
-0.008609375916421413,
0.03280915692448616,
0.012444749474525452,
-0.030006369575858116,
0.0092795230448246,
-0.11134622991085052,
0.038016948848962784,
0.01962990127503872,
0.03707776591181755,
-0.07268468290567398,
0.06364255398511887,
0.0002811207377817482,
0.02822510153055191,
-0.046024274080991745,
0.039507534354925156,
0.12366724014282227,
-0.06167341023683548,
0.013600269332528114,
-0.011830536648631096,
0.021193863824009895,
-0.05915611609816551,
-0.0016994685865938663,
0.04548507556319237,
-0.013946927152574062,
-0.1216142326593399,
0.11446613073348999,
-0.01791336201131344,
0.04085441678762436,
-0.03063395991921425,
0.007983206771314144,
0.07209379971027374,
0.01212303526699543,
-0.11780806630849838,
-0.0961851105093956,
-0.018810642883181572,
-0.006226253230124712,
-0.06206045672297478,
-0.023057512938976288,
-0.013060313649475574,
-0.037268366664648056,
-0.028984563425183296,
-0.02235344983637333,
-0.0338149219751358,
-0.027260974049568176,
0.0032644590828567743,
0.07348791509866714,
0.04630376026034355,
0.008752868510782719,
0.018443424254655838,
0.08195755630731583,
0.036464158445596695,
-0.08142335712909698,
-0.02780490182340145,
0.08966385573148727,
-0.14224931597709656,
-0.02562742866575718,
-0.012787469662725925,
0.04973765090107918,
0.04149475321173668,
0.015408294275403023,
0.07361488044261932,
-0.041864123195409775,
-0.002658532466739416,
-0.04484668746590614,
0.004047765862196684,
0.021987946704030037,
-0.014996293932199478,
0.055957961827516556,
0.044650349766016006,
0.018959978595376015,
0.021622804924845695,
-0.04808957129716873,
-0.002356735523790121,
-0.0416468009352684,
0.03399040922522545,
0.03310957923531532,
-0.020244397222995758,
0.0448736697435379,
0.07076285779476166,
0.04592888429760933,
0.06104204058647156,
-0.04434329643845558,
0.028834091499447823,
-0.06075289472937584,
0.017812881618738174,
0.034384824335575104,
-0.08350903540849686,
0.002878348808735609,
0.04194916784763336,
0.026766877621412277,
0.03518720343708992,
0.0008771902648732066,
-0.03907822445034981,
0.04882882535457611,
0.023218663409352303,
-0.09279976040124893,
0.0007745859329588711,
-0.045274768024683,
-0.17405366897583008,
-0.014532272703945637,
0.010184458456933498,
-0.050098080188035965,
0.020126428455114365,
0.020044464617967606,
-0.07045446336269379,
-0.02520676702260971,
-0.014164838939905167,
-0.055981770157814026,
-0.08328808099031448,
-2.2628271763458804e-33,
0.012212433852255344,
0.04453765228390694,
0.044932011514902115,
0.08231285214424133,
-0.07447733730077744,
-0.030358610674738884,
-0.030135858803987503,
0.03480067849159241,
-0.01837245374917984,
-0.010829329490661621,
-0.07728540897369385,
0.011125116609036922,
-0.02067035250365734,
0.07415132224559784,
0.009283250197768211,
-0.032873108983039856,
0.029500003904104233,
0.06574036926031113,
0.036096569150686264,
0.009210295975208282,
0.06823067367076874,
-0.14028434455394745,
-0.007702065631747246,
0.026251139119267464,
0.06992855668067932,
0.016211295500397682,
-0.007631957996636629,
-0.016166847199201584,
0.013235917314887047,
-0.008259523659944534,
-0.020693693310022354,
-0.06296548992395401,
-0.10689716786146164,
0.059550605714321136,
0.003962663933634758,
0.0057493834756314754,
0.00202309712767601,
0.018332989886403084,
-0.03980974107980728,
-0.0066376603208482265,
0.07922586053609848,
-0.0000025511351395834936,
-0.01080054696649313,
-0.024143606424331665,
-0.0723821222782135,
-0.004105063155293465,
-0.011453833431005478,
-0.008242936804890633,
0.06835410743951797,
0.012415300123393536,
0.029191356152296066,
0.05801951140165329,
-0.07505775988101959,
-0.005535237491130829,
0.03523164615035057,
0.12336695939302444,
-0.013563352636992931,
-0.10135000944137573,
0.011805719695985317,
-0.02134653925895691,
-0.02638266421854496,
-0.005155753344297409,
0.0331089086830616,
0.008682371117174625,
-0.025511031970381737,
-0.025883333757519722,
0.009155252017080784,
-0.017633484676480293,
0.05394021421670914,
0.06695456057786942,
-0.024292973801493645,
0.020292211323976517,
0.0017868370050564408,
-0.03577371686697006,
0.03941633924841881,
-0.007547375280410051,
-0.0445747934281826,
-0.05397028848528862,
-0.0049939509481191635,
0.07685787975788116,
-0.018715811893343925,
-0.08412560820579529,
-0.015404551289975643,
-0.010792773216962814,
0.11386308819055557,
-0.019472017884254456,
0.0037617122288793325,
-0.0901251882314682,
-0.022375542670488358,
0.037303581833839417,
-0.0025096118915826082,
0.011867737397551537,
-0.09369587898254395,
-0.03323552757501602,
-0.018801415339112282,
1.4880606864288339e-33,
-0.0853843092918396,
-0.056077394634485245,
-0.047219276428222656,
0.06531181931495667,
-0.007794947363436222,
0.029216887429356575,
0.06010281667113304,
0.015092255547642708,
-0.028336839750409126,
0.04811877757310867,
-0.06344961374998093,
-0.05392752215266228,
0.01709412783384323,
-0.07697026431560516,
-0.06882529705762863,
0.06216264143586159,
-0.02675516903400421,
-0.004809475503861904,
-0.04445415362715721,
-0.014797898940742016,
-0.11426260322332382,
-0.006304623559117317,
-0.014363481663167477,
0.04677383229136467,
0.04980536550283432,
0.009966432116925716,
0.05698217451572418,
0.0437835268676281,
-0.017595471814274788,
-0.011800169944763184,
0.046181146055459976,
-0.09891124814748764,
-0.08999324589967728,
-0.008324751630425453,
-0.04245667904615402,
0.04795690253376961,
0.06675783544778824,
-0.005818639881908894,
0.054387692362070084,
0.042260028421878815,
0.041169047355651855,
0.04306731000542641,
-0.14364832639694214,
-0.016676301136612892,
-0.02672530710697174,
-0.04784393683075905,
-0.010299117304384708,
0.06250913441181183,
0.01297466829419136,
0.011405006982386112,
0.07629796862602234,
0.011370016261935234,
-0.05594487488269806,
-0.011836359277367592,
0.07028349488973618,
0.005305921658873558,
0.09167293459177017,
0.01286462601274252,
0.019593210890889168,
0.037237633019685745,
-0.024354485794901848,
-0.04760429635643959,
0.038788676261901855,
-0.003046556608751416,
0.023826854303479195,
-0.05098828300833702,
0.04210834577679634,
0.06112689897418022,
-0.09753100574016571,
0.023049619048833847,
0.010350443422794342,
0.02199951373040676,
0.04843820258975029,
0.023361066356301308,
0.02055409550666809,
-0.041675686836242676,
0.0743274986743927,
0.03071625716984272,
0.032402362674474716,
-0.0788148045539856,
0.04774835705757141,
0.036473728716373444,
0.07596679031848907,
0.09018181264400482,
0.10550808161497116,
0.08429230749607086,
0.03865480050444603,
-0.03049357421696186,
-0.015640581026673317,
0.005544324871152639,
-0.07976239174604416,
0.047813091427087784,
0.010400950908660889,
0.07160452008247375,
0.006613807752728462,
-2.2134733157486153e-8,
-0.07422266155481339,
0.020657528191804886,
0.027448536828160286,
0.0375443771481514,
0.046660251915454865,
0.026233257725834846,
0.03473497927188873,
0.0699162557721138,
-0.019180746749043465,
-0.05759802833199501,
-0.006047314032912254,
-0.05310480296611786,
-0.036752402782440186,
0.0701015517115593,
0.09749317169189453,
0.01636633090674877,
0.044505275785923004,
-0.025910725817084312,
-0.020056869834661484,
-0.0689769834280014,
0.035973209887742996,
0.074003666639328,
-0.01526010874658823,
0.07047697901725769,
0.16096092760562897,
-0.012018319219350815,
0.022193999961018562,
0.00018330055172555149,
0.05707308650016785,
-0.04009472578763962,
-0.10694797337055206,
0.003596163121983409,
-0.007413236889988184,
-0.005320209078490734,
0.048307497054338455,
0.01857408694922924,
-0.02134830877184868,
0.04842006787657738,
-0.061591554433107376,
-0.00969449058175087,
0.03413879871368408,
0.11859098076820374,
0.028176378458738327,
-0.0043105180375278,
0.033318083733320236,
0.012776950374245644,
-0.05959102511405945,
-0.0070699299685657024,
-0.02868843823671341,
-0.031727444380521774,
-0.027285221964120865,
-0.036521170288324356,
0.010981263592839241,
0.12563766539096832,
0.051889028400182724,
-0.03385191783308983,
-0.0184789951890707,
-0.02150457352399826,
0.09581787139177322,
0.035128749907016754,
-0.014792532660067081,
-0.015066520310938358,
0.012538737617433071,
-0.024250896647572517
] | p | Now once we have the vectors prepared and the search engine running, we can start uploading the data. | [
"articles",
"articles/neural-search-tutorial"
] | 6,699 |
[
"Neural Search Tutorial - Qdrant",
"Upload data to Qdrant"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(28) | [
-0.10487363487482071,
-0.029417602345347404,
-0.0794333890080452,
-0.010810463689267635,
-0.10811962187290192,
-0.017082108184695244,
-0.03750861808657646,
0.053025756031274796,
0.0018050729995593429,
-0.02939913608133793,
-0.015138081274926662,
-0.05174757167696953,
0.03297237306833267,
0.07999517023563385,
0.028162971138954163,
0.03272523358464241,
0.011952073313295841,
-0.009560552425682545,
0.11384306102991104,
-0.12342216819524765,
-0.05986912176012993,
0.043143730610609055,
0.04059436544775963,
-0.021234985440969467,
0.02862788923084736,
-0.1053307056427002,
0.030205613002181053,
0.047890666872262955,
0.007643630262464285,
0.04751050844788551,
0.01862521842122078,
0.007299008313566446,
-0.016076894477009773,
0.006025739014148712,
-0.019831694662570953,
0.10165274888277054,
-0.036666713654994965,
-0.10701259225606918,
-0.07116859406232834,
0.0027737037744373083,
0.01345002744346857,
0.07357756793498993,
-0.10706557333469391,
-0.0035350651014596224,
0.04879982769489288,
-0.011980603449046612,
-0.07988644391298294,
0.10236658155918121,
-0.014034394174814224,
-0.09332544356584549,
-0.07692365348339081,
-0.032738786190748215,
-0.023531677201390266,
-0.003050622995942831,
0.04151788726449013,
0.0004456982424017042,
0.07929651439189911,
-0.024589940905570984,
-0.025845922529697418,
-0.02006261795759201,
-0.027312172576785088,
0.05164766684174538,
-0.01798958145081997,
-0.01031353510916233,
0.007967786863446236,
0.08509211987257004,
-0.024251200258731842,
0.09532733261585236,
0.05289566516876221,
-0.012285804376006126,
-0.0926574096083641,
-0.06777811050415039,
-0.058718349784612656,
0.004872545599937439,
0.005232017021626234,
-0.10160514712333679,
-0.05154561623930931,
0.006216403562575579,
-0.10062666237354279,
-0.05510839819908142,
-0.03146778419613838,
-0.037797894328832626,
0.04197598621249199,
0.02810094505548477,
0.04075298830866814,
0.03462155535817146,
-0.03241516649723053,
0.12293945252895355,
0.018384555354714394,
0.009851553477346897,
0.021191533654928207,
-0.013311457820236683,
-0.047502171248197556,
-0.04227738827466965,
0.019801173359155655,
0.005537579767405987,
0.10977864265441895,
-0.03518082574009895,
-0.003554537193849683,
0.00457701226696372,
0.028671735897660255,
-0.031390752643346786,
-0.08413664996623993,
-0.007245425134897232,
0.012675902806222439,
0.030346013605594635,
0.08533407002687454,
-0.04720660671591759,
-0.01682497002184391,
-0.07982414215803146,
-0.06943543255329132,
0.006659821141511202,
0.02192380465567112,
-0.03047216311097145,
-0.030418023467063904,
0.059591684490442276,
0.055171772837638855,
0.107107974588871,
0.007148752920329571,
0.0577843002974987,
-0.0201332438737154,
0.06836681813001633,
-0.03766617923974991,
0.05347330495715141,
-0.005847473628818989,
-0.013316111639142036,
-0.07032410800457001,
-2.9966456878940172e-33,
0.014072063378989697,
-0.016664160415530205,
0.10057287663221359,
0.02136511169373989,
-0.021420231088995934,
0.03050156868994236,
0.04426952078938484,
-0.051405809819698334,
-0.05263153091073036,
-0.08369457721710205,
0.010111968033015728,
-0.006886523682624102,
-0.021724451333284378,
-0.015301985666155815,
-0.03256271407008171,
-0.010540924966335297,
-0.11167411506175995,
0.024011794477701187,
0.010706741362810135,
-0.005951105151325464,
0.006330612115561962,
-0.051471661776304245,
-0.046463679522275925,
0.05500902608036995,
0.016934726387262344,
0.015928030014038086,
0.04927540570497513,
0.0778929740190506,
-0.0016188120935112238,
0.005848263390362263,
-0.1155194640159607,
0.01353329699486494,
-0.10276868939399719,
-0.06441444903612137,
-0.11782225221395493,
-0.040594104677438736,
-0.043114665895700455,
-0.04056127741932869,
-0.041238024830818176,
-0.10954934358596802,
-0.009439408779144287,
-0.0063256071880459785,
0.03443131968379021,
-0.04641905054450035,
-0.07643540948629379,
0.05059177055954933,
0.0006415136740542948,
0.05981697142124176,
0.04547903314232826,
-0.038575366139411926,
0.003833481576293707,
-0.019273938611149788,
0.020390251651406288,
-0.00892471894621849,
-0.028294507414102554,
0.00775650842115283,
0.07303939759731293,
0.03584425523877144,
-0.03126272186636925,
0.021217694506049156,
0.0976390615105629,
-0.003121668240055442,
0.026646707206964493,
0.014482703991234303,
-0.0059038326144218445,
0.0265849307179451,
-0.05997683107852936,
-0.007270066533237696,
-0.0335378460586071,
0.09235537797212601,
-0.05027228593826294,
0.05288911610841751,
0.055093914270401,
-0.006742611061781645,
0.04109928756952286,
-0.019816040992736816,
-0.027858464047312737,
-0.028863098472356796,
-0.05855640023946762,
-0.011885512620210648,
0.021200044080615044,
-0.041058991104364395,
0.0785784125328064,
-0.0626056119799614,
0.04873025044798851,
-0.08985436707735062,
0.11105352640151978,
-0.03334037959575653,
-0.05557931214570999,
0.06508375704288483,
-0.04975799843668938,
-0.004285414703190327,
0.012033305130898952,
0.08163121342658997,
-0.008235511370003223,
9.444613135792328e-34,
-0.005925560835748911,
0.02436029352247715,
0.04274136945605278,
0.010511287488043308,
-0.04929836839437485,
-0.04878765717148781,
-0.07037696242332458,
0.0033724885433912277,
0.08451008796691895,
0.010712803341448307,
-0.017353909090161324,
0.005609642248600721,
0.023951321840286255,
-0.03459513187408447,
0.04380693659186363,
0.039522819221019745,
-0.01472586952149868,
-0.030599579215049744,
0.011904180981218815,
-0.01007517147809267,
-0.092082180082798,
-0.03913753107190132,
-0.00019117062038276345,
-0.11270184814929962,
-0.03202533349394798,
0.04750886559486389,
0.04730956628918648,
0.032308150082826614,
-0.04442448168992996,
-0.029476193711161613,
-0.006104141008108854,
-0.08935829252004623,
-0.09461094439029694,
-0.037791937589645386,
0.001108471187762916,
0.035050470381975174,
0.08522225171327591,
-0.030125683173537254,
0.0015897072153165936,
-0.002164420671761036,
0.09293544292449951,
0.07128806412220001,
-0.09495393186807632,
0.016377249732613564,
0.015215813182294369,
0.023642372339963913,
-0.04443724825978279,
-0.006832240615040064,
-0.06434383988380432,
-0.05083973705768585,
0.039911650121212006,
0.07975978404283524,
0.03126963973045349,
0.04206404089927673,
-0.04109044745564461,
0.04246969521045685,
0.052037905901670456,
0.11455120146274567,
-0.007382089737802744,
-0.04611250385642052,
-0.0529930517077446,
-0.09145183861255646,
-0.046165455132722855,
-0.002371613634750247,
0.005732701160013676,
-0.05563172698020935,
-0.0003336705849505961,
0.02767804078757763,
0.08258064091205597,
-0.016599465161561966,
0.046024564653635025,
0.04326631501317024,
0.08357332646846771,
0.04900118336081505,
0.008371074683964252,
0.052996523678302765,
-0.049049410969018936,
0.026915721595287323,
-0.010047085583209991,
0.0033235724549740553,
0.08383835852146149,
-0.03649783134460449,
0.09036462008953094,
0.058152180165052414,
-0.020660871639847755,
-0.0036950656212866306,
0.07088912278413773,
0.11255998909473419,
0.06230703741312027,
-0.000903077598195523,
0.017587363719940186,
0.07873505353927612,
0.07590195536613464,
0.047464534640312195,
0.09524020552635193,
-2.3168706064780054e-8,
0.019454507157206535,
-0.06591582298278809,
-0.02728663943707943,
0.03225714713335037,
-0.06520385295152664,
0.008593300357460976,
-0.03463484346866608,
0.043281588703393936,
-0.05787386745214462,
0.05609618127346039,
-0.05306657776236534,
-0.0778108760714531,
-0.02064463123679161,
0.03787406161427498,
-0.019103337079286575,
0.029583262279629707,
0.0645773857831955,
0.024984141811728477,
0.025740811601281166,
-0.017902536317706108,
0.012744461186230183,
0.06091415882110596,
0.020291628316044807,
0.06005740165710449,
-0.049834925681352615,
-0.007707584649324417,
-0.021480292081832886,
-0.022340653464198112,
0.0016073236474767327,
-0.02712192013859749,
0.026988547295331955,
-0.048922907561063766,
0.024363340809941292,
0.03232685104012489,
-0.029421668499708176,
0.036652613431215286,
-0.052242204546928406,
-0.016974691301584244,
0.07093340158462524,
0.09053782373666763,
-0.09733589738607407,
-0.03634881600737572,
-0.10867761820554733,
0.002623582724481821,
0.02435661479830742,
0.03745602071285248,
-0.062075428664684296,
0.0027907253243029118,
0.04514921084046364,
0.0380898043513298,
0.047544993460178375,
-0.019978975877165794,
0.0329606793820858,
-0.04263228178024292,
-0.03647056594491005,
0.05777498707175255,
-0.02424113266170025,
-0.02686573565006256,
0.008983268402516842,
-0.04607580602169037,
0.006499879993498325,
0.046563249081373215,
0.05319078266620636,
0.04111534357070923
] | p | To interact with Qdrant from python, I recommend using an out-of-the-box client library. | [
"articles",
"articles/neural-search-tutorial"
] | 6,700 |
[
"Neural Search Tutorial - Qdrant",
"Upload data to Qdrant"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(29) | [
0.0449863038957119,
-0.01809706538915634,
-0.03421732410788536,
-0.07039465755224228,
0.02110784500837326,
0.017498141154646873,
-0.034767378121614456,
0.022187814116477966,
-0.0641191378235817,
0.02874390408396721,
0.06957052648067474,
-0.05164867267012596,
-0.0840635597705841,
0.042304329574108124,
0.0872230976819992,
0.004638179671019316,
0.020153217017650604,
0.01544247381389141,
0.0685114711523056,
-0.020031364634633064,
-0.01073585357517004,
-0.06687428057193756,
-0.05593927204608917,
-0.09551359713077545,
-0.00211637862958014,
-0.1275034099817276,
0.011722882278263569,
0.05194234475493431,
-0.0022972822189331055,
0.02886933460831642,
-0.029853951185941696,
-0.04176981374621391,
0.09602662920951843,
0.0020676073618233204,
0.02343118004500866,
-0.03532174229621887,
0.023419640958309174,
0.029920974746346474,
-0.07466742396354675,
-0.06026371195912361,
-0.04128848388791084,
0.03127911686897278,
-0.010728641413152218,
-0.06734368205070496,
0.03350868821144104,
-0.04642599821090698,
0.022369615733623505,
-0.007512029260396957,
0.05240907892584801,
-0.038765180855989456,
0.010440511628985405,
0.011126183904707432,
0.009815818630158901,
-0.018741851672530174,
0.036140311509370804,
-0.005471360869705677,
0.016629695892333984,
0.08774097263813019,
-0.00018056284170597792,
0.015468557365238667,
0.05426237732172012,
-0.011405818164348602,
-0.04320085421204567,
0.08976969122886658,
-0.051522381603717804,
-0.04169303551316261,
0.043611831963062286,
-0.03441064804792404,
0.048736218363046646,
-0.04541218653321266,
-0.08150747418403625,
-0.05510009080171585,
-0.03926963731646538,
-0.11586465686559677,
-0.06803926825523376,
0.011328200809657574,
0.05205331742763519,
0.05989435687661171,
-0.02509760484099388,
0.03786598891019821,
-0.05055304989218712,
0.08861356228590012,
0.06965704262256622,
0.016546843573451042,
0.0930807963013649,
0.021469345316290855,
-0.023872599005699158,
-0.03349769860506058,
0.008328539319336414,
-0.01899522915482521,
0.019785892218351364,
0.02164624072611332,
-0.09730681031942368,
0.034859053790569305,
-0.019418222829699516,
0.009599213488399982,
0.026611139997839928,
-0.03747529909014702,
-0.04160619154572487,
0.04382704198360443,
-0.0029134959913790226,
-0.047228701412677765,
-0.03601377457380295,
0.01138007827103138,
-0.060023121535778046,
-0.037476539611816406,
0.006263427436351776,
0.041802436113357544,
0.005839250050485134,
-0.06238918751478195,
0.00044047413393855095,
0.02329433150589466,
-0.019602693617343903,
-0.05432794615626335,
-0.04312054440379143,
0.021929020062088966,
-0.07501234114170074,
-0.004117992706596851,
-0.005523094907402992,
-0.014856591820716858,
-0.0019307847833260894,
0.02730933576822281,
-0.012091089971363544,
-0.08921069651842117,
0.004198670387268066,
-0.03854338452219963,
0.015124409459531307,
-4.646016892692301e-33,
-0.00461928453296423,
0.020798586308956146,
-0.03773289546370506,
-0.026332851499319077,
-0.05626242235302925,
-0.032661501318216324,
0.02809220366179943,
-0.09213179349899292,
-0.06731285154819489,
-0.02039533667266369,
-0.004854108672589064,
-0.027613865211606026,
-0.058050837367773056,
0.05543811619281769,
0.011093572713434696,
-0.06377260386943817,
0.0621953010559082,
0.039355676621198654,
0.053877390921115875,
-0.0806741863489151,
0.007391561288386583,
-0.04351654648780823,
-0.0185062475502491,
-0.03090047463774681,
-0.017089635133743286,
0.06962171941995621,
0.06762606650590897,
-0.009382988326251507,
0.06021236255764961,
0.03783364221453667,
0.0009004513267427683,
-0.05017700418829918,
-0.04592786356806755,
-0.017788652330636978,
0.018543779850006104,
-0.01856200583279133,
-0.06428708881139755,
0.07235743850469589,
0.04784737527370453,
-0.02040090598165989,
0.049348603934049606,
-0.04558335617184639,
0.015789896249771118,
-0.03444557636976242,
0.10374043136835098,
-0.00753642525523901,
0.04495541378855705,
0.006833371706306934,
0.17744870483875275,
0.0364132858812809,
0.03524395450949669,
-0.07245141267776489,
0.05216626822948456,
0.045326247811317444,
0.018559034913778305,
0.004529376979917288,
0.004428490996360779,
0.006622662302106619,
0.034582920372486115,
-0.048655733466148376,
0.0016272716457024217,
-0.04891423135995865,
0.032316237688064575,
0.03016721084713936,
0.05912917107343674,
-0.07652059942483902,
-0.07274266332387924,
-0.010444887913763523,
-0.02317040041089058,
0.03690337762236595,
-0.05156342312693596,
-0.028905676677823067,
0.028330553323030472,
0.03431922569870949,
-0.09048329293727875,
-0.00162387581076473,
-0.013302048668265343,
0.03350294753909111,
-0.030647464096546173,
0.05527040734887123,
-0.11367511004209518,
-0.03075454942882061,
0.003348053665831685,
0.01608562469482422,
0.07670105993747711,
-0.012965614907443523,
-0.02782331220805645,
0.06931432336568832,
0.06311862170696259,
0.007977594621479511,
-0.000027268089979770593,
0.0532873272895813,
-0.03037901036441326,
0.07802940905094147,
-0.05600458383560181,
2.0677268891910513e-33,
-0.021782850846648216,
-0.06242509186267853,
-0.025117099285125732,
-0.0537608303129673,
-0.07494236528873444,
0.047379329800605774,
-0.06445153057575226,
-0.07538910955190659,
-0.022749215364456177,
-0.006552688777446747,
0.03388705477118492,
0.07469256967306137,
0.03725471720099449,
-0.029227234423160553,
0.05416517332196236,
0.08011938631534576,
0.020497402176260948,
0.011127438396215439,
-0.04021421819925308,
-0.01663464866578579,
-0.022944873198866844,
-0.0611736997961998,
0.07539726793766022,
0.02184922620654106,
0.011069013737142086,
-0.10333054512739182,
0.13167262077331543,
0.032661039382219315,
0.040278468281030655,
0.005607194267213345,
0.052161991596221924,
0.040548279881477356,
-0.07800919562578201,
-0.06380010396242142,
0.023799296468496323,
0.033110957592725754,
0.1496039777994156,
-0.012687111273407936,
-0.04535866156220436,
0.007579400669783354,
0.00372468214482069,
0.04430443421006203,
-0.11787272989749908,
-0.04551628977060318,
0.10232718288898468,
0.025233890861272812,
0.11772631853818893,
-0.09208673238754272,
-0.03464900329709053,
0.06603813171386719,
0.025891045108437538,
-0.053420569747686386,
0.022978514432907104,
-0.020225781947374344,
0.017275672405958176,
0.016499022021889687,
0.06222066655755043,
0.11044027656316757,
0.011030357331037521,
-0.003341423347592354,
-0.021929895505309105,
-0.0003593855944927782,
-0.0017398516647517681,
-0.09739453345537186,
-0.017144331708550453,
0.06168278679251671,
-0.007107522338628769,
0.0400896891951561,
-0.061231933534145355,
0.06047314405441284,
-0.09875378012657166,
0.06530827283859253,
0.05405784770846367,
0.01383464690297842,
0.040402498096227646,
0.015879739075899124,
-0.02900516428053379,
0.05192406103014946,
-0.009694010950624943,
0.00697726896032691,
0.08083218336105347,
-0.04755553603172302,
0.07682889699935913,
-0.06662517786026001,
-0.07551182061433792,
-0.05610755831003189,
0.007461366709321737,
-0.058907803148031235,
-0.007790461182594299,
-0.07191463559865952,
-0.028614597395062447,
-0.015285671688616276,
0.013319338671863079,
0.028701402246952057,
0.0285003874450922,
-1.8282545255488003e-8,
-0.009911236353218555,
-0.11028788238763809,
0.047229915857315063,
-0.033041566610336304,
0.09566599130630493,
0.05503620207309723,
0.051344726234674454,
-0.002200797665864229,
-0.008646500296890736,
-0.07057821750640869,
0.10505422204732895,
-0.01943371258676052,
-0.03749946877360344,
0.04496472328901291,
0.0010885598603636026,
-0.013541215099394321,
-0.08129333704710007,
0.09477046877145767,
0.04361502826213837,
-0.0008666682406328619,
0.0844561830163002,
-0.050031423568725586,
0.02106940746307373,
-0.03315957635641098,
0.10737749934196472,
-0.041837189346551895,
0.016812531277537346,
0.005178278777748346,
-0.031158635392785072,
-0.12906911969184875,
-0.019416164606809616,
0.03318532183766365,
-0.00811066199094057,
-0.006084023509174585,
0.0856126993894577,
0.06900063902139664,
-0.006272982805967331,
0.08942919224500656,
0.04216715320944786,
-0.02343103475868702,
0.09710539877414703,
0.13955150544643402,
0.05785233527421951,
-0.03891758248209953,
0.004173494875431061,
-0.01167432963848114,
0.0014859377406537533,
-0.012332483194768429,
0.009434739127755165,
0.007948100566864014,
0.06349962949752808,
-0.03339929133653641,
-0.07639418542385101,
-0.007158947177231312,
-0.04219749942421913,
0.035148654133081436,
-0.006247141398489475,
-0.02468983270227909,
-0.042393703013658524,
-0.04688531532883644,
0.020923182368278503,
0.07986226677894592,
-0.04832511022686958,
-0.03785309940576553
] | p | To install it, use the following command | [
"articles",
"articles/neural-search-tutorial"
] | 6,701 |
[
"Neural Search Tutorial - Qdrant",
"Upload data to Qdrant"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(30) | [
-0.07326998561620712,
-0.015211883932352066,
-0.09142903238534927,
-0.01677420362830162,
-0.040186602622270584,
0.04504718631505966,
-0.095827117562294,
0.09294889867305756,
0.0024697422049939632,
0.0053710066713392735,
-0.010824499651789665,
0.01241211500018835,
-0.0195993110537529,
0.10101622343063354,
-0.015960287302732468,
0.05092402547597885,
-0.03921652212738991,
-0.028741462156176567,
0.14082874357700348,
-0.016442153602838516,
-0.0416480116546154,
0.06662673503160477,
0.09996937215328217,
-0.015105738304555416,
0.09444982558488846,
-0.061379145830869675,
0.04569749906659126,
0.020135920494794846,
0.009877737611532211,
0.006949875969439745,
0.013294217176735401,
-0.01675703562796116,
-0.01875852420926094,
0.013076381757855415,
0.045048151165246964,
0.13394203782081604,
0.0084225507453084,
-0.11942049860954285,
-0.07943784445524216,
-0.00798382144421339,
0.15140433609485626,
0.06952666491270065,
-0.13654908537864685,
0.0018610513070598245,
0.05339554324746132,
0.033942993730306625,
-0.001408000593073666,
0.04009390249848366,
-0.0006202461663633585,
-0.0860854983329773,
-0.04903233051300049,
-0.02451985515654087,
0.0023279583547264338,
-0.03087029606103897,
0.0026504097040742636,
-0.027952563017606735,
0.042634814977645874,
0.010664941743016243,
0.05543665960431099,
0.03844509273767471,
-0.03922269120812416,
0.028404230251908302,
0.0013633044436573982,
-0.012371835298836231,
-0.0026203396264463663,
0.07703352719545364,
-0.030053386464715004,
0.08754561841487885,
0.028650380671024323,
-0.0015836437232792377,
-0.031462009996175766,
0.00489045400172472,
-0.1122119128704071,
-0.0061976187862455845,
-0.09499150514602661,
0.00775317894294858,
0.004100882913917303,
0.007501640822738409,
-0.07367654889822006,
-0.08415602147579193,
-0.06703919917345047,
-0.06547470390796661,
0.021936317905783653,
0.02921651303768158,
0.014018619433045387,
0.0641498938202858,
-0.010414168238639832,
0.031237000599503517,
-0.011166365817189217,
-0.030252082273364067,
0.004911086987704039,
-0.05901942402124405,
-0.038285259157419205,
0.009520139545202255,
0.044969748705625534,
0.007122169714421034,
0.13307486474514008,
0.018316710367798805,
0.04038327559828758,
-0.049722831696271896,
0.01797541230916977,
-0.022404002025723457,
0.0479399599134922,
0.1368127465248108,
0.020775148645043373,
0.03321356698870659,
0.10475616157054901,
-0.022155510261654854,
-0.07371027767658234,
-0.0867430716753006,
-0.010089246556162834,
0.054158419370651245,
0.02051660418510437,
-0.03518852964043617,
0.005113774910569191,
0.0628451332449913,
-0.014514097012579441,
0.08689162135124207,
-0.04458511620759964,
0.08274144679307938,
-0.008679204620420933,
-0.05735358968377113,
-0.0486549474298954,
0.023192789405584335,
-0.04527425393462181,
-0.008181757293641567,
-0.07694961875677109,
1.2089107164802881e-33,
0.045734405517578125,
-0.0025517947506159544,
0.06247631460428238,
0.036322303116321564,
0.008964006789028645,
-0.03455022722482681,
0.017542606219649315,
-0.007244822569191456,
-0.03669701889157295,
-0.02979438565671444,
-0.04623737186193466,
0.011625201441347599,
0.0024240186903625727,
0.007929240353405476,
-0.04773162305355072,
-0.003174413926899433,
-0.09387495368719101,
-0.023341655731201172,
0.01988941803574562,
0.04203009977936745,
0.054266076534986496,
-0.04545643925666809,
-0.07940246909856796,
0.028870195150375366,
0.014411333948373795,
-0.010178190656006336,
0.07277907431125641,
0.008332867175340652,
-0.012923541478812695,
-0.015324288979172707,
-0.017808357253670692,
-0.029526030644774437,
-0.018237104639410973,
-0.003847753629088402,
-0.10868501663208008,
-0.015882421284914017,
-0.005258997902274132,
-0.005858852062374353,
-0.13592682778835297,
-0.08805473893880844,
0.08958952128887177,
0.013591375201940536,
-0.011561932042241096,
-0.08837419748306274,
-0.05632956326007843,
0.006216243375092745,
-0.011840623803436756,
0.04589175432920456,
0.09797223657369614,
-0.06726669520139694,
-0.007914273999631405,
0.04607706516981125,
-0.03314439207315445,
-0.051951199769973755,
0.0002092134382110089,
-0.006728014908730984,
0.010260766372084618,
-0.06508683413267136,
-0.028402522206306458,
-0.02822853997349739,
0.08103414624929428,
-0.0037647937424480915,
0.03730875626206398,
-0.005172275006771088,
0.0013062197249382734,
-0.03741815686225891,
-0.005989129655063152,
-0.03601020574569702,
-0.005552602931857109,
0.09003224968910217,
-0.015923958271741867,
0.020525703206658363,
0.051717888563871384,
0.0016411449760198593,
0.07301624864339828,
0.001985834911465645,
-0.008820096030831337,
0.007153877057135105,
-0.0894821286201477,
0.00730164023116231,
0.03898818790912628,
-0.058747220784425735,
-0.015350982546806335,
-0.03217323496937752,
0.04565458372235298,
-0.057783227413892746,
0.07521741837263107,
-0.08410734683275223,
-0.07545312494039536,
0.08658892661333084,
0.04657936841249466,
-0.0026627718470990658,
0.05264443904161453,
0.04785975068807602,
-0.12827478349208832,
-1.4472721344812544e-33,
0.0252330731600523,
-0.00447843549773097,
0.03444299101829529,
0.006136626936495304,
-0.05315602570772171,
0.016582461073994637,
-0.0035772318951785564,
0.05975445732474327,
-0.013737007975578308,
0.014544586651027203,
-0.014526435174047947,
-0.040185246616601944,
0.036091435700654984,
-0.051124121993780136,
0.010027255862951279,
0.03671830892562866,
-0.02304520085453987,
0.0036697164177894592,
0.05240742489695549,
0.007653263863176107,
-0.0476117804646492,
0.025250403210520744,
0.0014873924665153027,
0.007508454844355583,
0.07018616050481796,
0.06841359287500381,
0.004207731690257788,
0.07512811571359634,
-0.16947752237319946,
-0.04434448108077049,
0.001155735575594008,
-0.04643094539642334,
-0.10356555879116058,
-0.022849075496196747,
-0.048972226679325104,
0.034204866737127304,
0.00010865090735023841,
0.005749600939452648,
0.016378678381443024,
0.021170208230614662,
0.06692511588335037,
0.02952061966061592,
-0.12944211065769196,
0.03381551057100296,
-0.017690561711788177,
-0.05376099422574043,
-0.00027391521143727005,
0.004738254938274622,
-0.040675923228263855,
-0.036273643374443054,
0.03917627036571503,
0.07150481641292572,
0.07394281029701233,
0.027774104848504066,
0.019406024366617203,
-0.001954188570380211,
0.03503649681806564,
0.07102091610431671,
-0.005764550529420376,
-0.005001189652830362,
0.009904902428388596,
-0.06631951034069061,
-0.05581280216574669,
-0.024306276813149452,
-0.04912186041474342,
-0.1271219253540039,
-0.01744556427001953,
0.08077027648687363,
0.002424340695142746,
-0.075137197971344,
-0.014756454154849052,
0.0002298243052791804,
0.06038494035601616,
0.08512591570615768,
-0.05971217900514603,
0.00010443868086440489,
-0.04308735951781273,
-0.08317157626152039,
-0.009029409848153591,
0.00027393881464377046,
0.018112270161509514,
-0.017494352534413338,
-0.009100297465920448,
0.09266195446252823,
0.012626021169126034,
-0.001972339116036892,
0.032393258064985275,
0.08205392956733704,
0.0703912153840065,
0.0372871458530426,
-0.031955040991306305,
0.074471116065979,
0.04259273782372475,
0.03370463475584984,
0.03512800112366676,
-2.644811303298411e-8,
-0.015961794182658195,
-0.09286075085401535,
-0.051298514008522034,
0.08439371734857559,
0.0023492807522416115,
-0.03183138743042946,
0.010181768797338009,
0.05059386417269707,
-0.033053357154130936,
0.01708502322435379,
-0.02111613005399704,
-0.024106500670313835,
-0.04109063744544983,
0.03682894632220268,
-0.03197307139635086,
0.024850379675626755,
0.041649606078863144,
0.0902489572763443,
0.0023775219451636076,
-0.011554005555808544,
0.004539086949080229,
0.10520483553409576,
0.007018502801656723,
0.02376951277256012,
-0.01570511981844902,
0.01875922456383705,
0.07054857909679413,
-0.008230603300035,
0.05603707209229469,
-0.020403701812028885,
-0.03885341063141823,
-0.033423230051994324,
0.052191779017448425,
0.0013769028009846807,
-0.11223842203617096,
0.07853195816278458,
0.007010654080659151,
0.02500663511455059,
0.029901878908276558,
0.0003588356776162982,
-0.022439120337367058,
-0.005853357724845409,
-0.038727667182683945,
-0.017500797286629677,
-0.06314053386449814,
-0.005105644464492798,
-0.14186474680900574,
0.07278275489807129,
0.010282750241458416,
-0.015601650811731815,
-0.004630390089005232,
-0.044334154576063156,
0.03067067265510559,
0.04989120364189148,
0.009745007380843163,
-0.019419323652982712,
-0.02606620080769062,
-0.02786993980407715,
0.0726204365491867,
-0.014310651458799839,
-0.012060912325978279,
-0.037469033151865005,
0.04819798469543457,
0.018035877496004105
] | p | At this point, we should have startup records in file startups.json, encoded vectors in file startup_vectors.npy, and running Qdrant on a local machine. | [
"articles",
"articles/neural-search-tutorial"
] | 6,702 |
[
"Neural Search Tutorial - Qdrant",
"Upload data to Qdrant"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(30) | [
-0.0339011549949646,
-0.0458468459546566,
-0.04919448122382164,
-0.021263418719172478,
0.05346119403839111,
0.035949815064668655,
-0.04884667694568634,
0.045669130980968475,
-0.06641890853643417,
-0.03248869255185127,
-0.009783723391592503,
0.09357447177171707,
0.016418859362602234,
-0.007674465421587229,
-0.06781748682260513,
-0.019104409962892532,
-0.013814008794724941,
0.0031413736287504435,
0.05164533481001854,
-0.02261725440621376,
0.023472581058740616,
-0.00009966873767552897,
0.015035702846944332,
-0.0636233538389206,
0.008385607041418552,
0.02292521670460701,
0.02661278285086155,
-0.06981492787599564,
-0.003684960538521409,
-0.01056665275245905,
-0.02844257652759552,
-0.009482909925282001,
0.04898364841938019,
0.11893756687641144,
-0.0016257524257525802,
-0.004725210834294558,
-0.025475628674030304,
0.027709314599633217,
-0.07235352694988251,
-0.03702946752309799,
0.08104941993951797,
-0.023601101711392403,
-0.04140004143118858,
0.09389611333608627,
0.026795515790581703,
0.03481275960803032,
-0.05848648399114609,
-0.05350907891988754,
0.08726271241903305,
-0.003889527404680848,
-0.07976819574832916,
-0.09425154328346252,
-0.007105238735675812,
-0.05279824510216713,
0.014949713833630085,
0.0028026318177580833,
-0.01381213590502739,
-0.030057331547141075,
0.028269847854971886,
-0.03891027346253395,
0.03200323507189751,
-0.020225774496793747,
0.049151208251714706,
0.06576307862997055,
0.10205899924039841,
0.027180548757314682,
-0.02756095491349697,
0.05152462422847748,
0.008133789524435997,
-0.05620996281504631,
-0.050136223435401917,
0.0882057398557663,
-0.09412872791290283,
0.031720031052827835,
-0.07880035042762756,
0.05768170580267906,
0.0040850285440683365,
0.05758443474769592,
0.008474939502775669,
-0.074149951338768,
-0.06386350840330124,
-0.052635353058576584,
-0.016714438796043396,
0.057959895581007004,
0.005845260806381702,
0.05256474390625954,
0.07169659435749054,
-0.05189532786607742,
0.07617568224668503,
-0.02843850664794445,
-0.06903994083404541,
-0.04160676896572113,
0.11373551934957504,
-0.014195985160768032,
-0.01740470714867115,
0.09609822928905487,
0.04905709996819496,
-0.048541147261857986,
0.05757749453186989,
-0.035337645560503006,
0.007319194730371237,
0.0144575834274292,
0.05680599808692932,
0.025381388142704964,
-0.06300470232963562,
0.041434433311223984,
0.036404408514499664,
0.020154109224677086,
0.0016006871592253447,
-0.009418435394763947,
-0.04571403190493584,
0.04942352697253227,
0.014849517494440079,
-0.05348312482237816,
0.06547648459672928,
-0.06630474328994751,
-0.0842246487736702,
0.00602740328758955,
0.028210382908582687,
0.040380559861660004,
0.039367109537124634,
-0.006375981029123068,
-0.07029660791158676,
-0.017116572707891464,
-0.0180982518941164,
-0.0328562892973423,
-0.08436756581068039,
-7.193902826645029e-34,
0.02793217822909355,
0.009250031784176826,
0.027898389846086502,
0.06838318705558777,
-0.038591042160987854,
-0.047633446753025055,
0.030996602028608322,
0.0480935163795948,
-0.03160648047924042,
0.02386561408638954,
-0.08750123530626297,
0.07872674614191055,
-0.001421098131686449,
0.08398900926113129,
0.01866893470287323,
-0.02195296250283718,
0.012803505174815655,
0.0948009341955185,
0.026671849191188812,
-0.01716606877744198,
0.06107190623879433,
-0.048614006489515305,
-0.06037810817360878,
-0.029620490968227386,
0.056784216314554214,
-0.04951494187116623,
-0.060147687792778015,
-0.015191102400422096,
0.009730217047035694,
-0.01689392514526844,
-0.005060385912656784,
-0.04850553348660469,
-0.10216138511896133,
0.04436015337705612,
-0.031068148091435432,
-0.032607223838567734,
-0.0242755226790905,
0.0161257553845644,
-0.05956222862005234,
0.002315927529707551,
0.019661592319607735,
-0.04844503849744797,
-0.04068487510085106,
-0.07895375043153763,
-0.09488923847675323,
0.02648547850549221,
-0.060970284044742584,
-0.017352107912302017,
0.08999139070510864,
-0.04384748265147209,
0.03750740364193916,
0.03101280704140663,
-0.03534524515271187,
-0.044508177787065506,
-0.017895979806780815,
0.10284094512462616,
-0.07944436371326447,
-0.04832054302096367,
0.0338343009352684,
0.00385058275423944,
-0.009118272922933102,
-0.0030350536108016968,
0.04249721020460129,
-0.007670045830309391,
-0.04976382479071617,
-0.08053518086671829,
0.05834169313311577,
-0.0014209349174052477,
-0.0074461884796619415,
0.0757068619132042,
0.010654948651790619,
-0.01637262850999832,
0.06423428654670715,
-0.03282537683844566,
0.031375207006931305,
-0.03131760656833649,
-0.019194411113858223,
-0.05081310495734215,
-0.09555257111787796,
0.058081697672605515,
0.0411543995141983,
-0.07568640261888504,
0.01638573780655861,
-0.02010422572493553,
0.1343817114830017,
-0.03657495602965355,
0.0337839275598526,
-0.10248415917158127,
-0.07285919785499573,
0.05115911737084389,
-0.02712506242096424,
-0.010086635127663612,
-0.051586393266916275,
-0.027078576385974884,
-0.05012117698788643,
6.048053892337502e-34,
-0.002275607082992792,
-0.06973828375339508,
0.06495437771081924,
0.039411306381225586,
0.0016462048515677452,
0.043569572269916534,
0.05210788920521736,
0.05692346394062042,
-0.057076483964920044,
0.09247703850269318,
0.014856865629553795,
-0.0067498027347028255,
-0.00648787897080183,
-0.06847299635410309,
-0.0796608254313469,
0.10851217806339264,
0.0016630388563498855,
0.0012564281933009624,
-0.03336239978671074,
0.026331845670938492,
-0.06920474022626877,
0.02789865806698799,
-0.08911001682281494,
0.029641970992088318,
0.05031299218535423,
0.05076202005147934,
0.009322368539869785,
0.12261784076690674,
-0.10854357481002808,
0.012332537211477757,
0.028588833287358284,
0.012029528617858887,
-0.06723441183567047,
-0.006526569370180368,
-0.041213393211364746,
0.037121277302503586,
0.012784360907971859,
0.009124313481152058,
0.02629213035106659,
0.026708383113145828,
0.04348965734243393,
-0.01991988904774189,
-0.0872863233089447,
-0.009264710359275341,
0.010655616410076618,
-0.0822829008102417,
-0.01543938647955656,
0.04303992912173271,
0.0036552795208990574,
0.08604961633682251,
0.04189793020486832,
0.014580977149307728,
-0.008086058311164379,
-0.00720239570364356,
0.01951243355870247,
-0.03374994918704033,
0.07886164635419846,
0.012025103904306889,
0.02043681964278221,
0.028620123863220215,
-0.0035823446232825518,
-0.07167963683605194,
0.013817553408443928,
-0.000772216240875423,
-0.06129129230976105,
-0.07772643864154816,
0.04341292381286621,
0.05070235952734947,
-0.17017246782779694,
-0.05922883376479149,
0.038978297263383865,
-0.018823936581611633,
0.07864585518836975,
0.02832765132188797,
-0.013228087686002254,
-0.04052463173866272,
0.10253545641899109,
-0.06690719723701477,
0.023393606767058372,
-0.006491329986602068,
0.03478444367647171,
0.029624462127685547,
0.036053624004125595,
0.04819359630346298,
0.009216206148266792,
0.027612343430519104,
-0.037081096321344376,
0.07573290914297104,
0.04838191345334053,
0.012932224199175835,
-0.10729406028985977,
0.013097160495817661,
0.02476823888719082,
0.040234535932540894,
0.026225978508591652,
-2.1070269085043947e-8,
-0.03650293126702309,
0.0020865194965153933,
0.02864220179617405,
0.13198232650756836,
0.02742036245763302,
0.011195211671292782,
0.004196029156446457,
0.10254685580730438,
-0.04236738011240959,
-0.07409374415874481,
-0.016566963866353035,
-0.046668946743011475,
-0.044213730841875076,
0.09671780467033386,
0.023298874497413635,
0.04456045478582382,
-0.007071324158459902,
0.014536937698721886,
-0.022814806550741196,
-0.05296318978071213,
0.00007518570782849565,
0.10869745165109634,
0.035898637026548386,
0.06973063945770264,
0.09302850812673569,
0.023705940693616867,
0.039164189249277115,
-0.009939086623489857,
0.09461439400911331,
-0.0028668176382780075,
-0.0788847878575325,
-0.006341440603137016,
0.011735673062503338,
-0.018604928627610207,
0.006952855736017227,
0.03569183126091957,
-0.04303572326898575,
0.015272201970219612,
-0.10361291468143463,
-0.03690283000469208,
0.08945212513208389,
0.058781012892723083,
0.04332270473241806,
-0.0454697459936142,
-0.01171097531914711,
0.009299645200371742,
-0.09870530664920807,
0.005094796884804964,
0.0076164002530276775,
-0.0839940756559372,
-0.019688650965690613,
-0.0060915458016097546,
0.043096646666526794,
0.1151958554983139,
0.03690820559859276,
-0.043520618230104446,
-0.02289280854165554,
0.0011104355799034238,
0.06642621010541916,
0.05874618887901306,
-0.005771152209490538,
-0.016318917274475098,
0.055698417127132416,
-0.02484937384724617
] | p | Let’s write a script to upload all startup data and vectors into the search engine. | [
"articles",
"articles/neural-search-tutorial"
] | 6,703 |
[
"Neural Search Tutorial - Qdrant",
"Upload data to Qdrant"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(31) | [
-0.12772998213768005,
0.023971226066350937,
-0.09165719896554947,
-0.02208966761827469,
-0.16757652163505554,
0.05142869055271149,
0.017923779785633087,
0.05689508467912674,
0.04317551478743553,
-0.01756838895380497,
-0.011257866397500038,
-0.052681464701890945,
0.03733179718255997,
0.09264174103736877,
0.04078378900885582,
0.08491691201925278,
0.041176989674568176,
-0.04663609713315964,
0.1101575717329979,
-0.03911586478352547,
-0.05988483130931854,
-0.00047065061517059803,
0.01988210156559944,
-0.04467109590768814,
0.023494474589824677,
-0.09470254927873611,
0.02780747413635254,
0.04506555572152138,
0.039026662707328796,
0.0182460006326437,
0.07279685884714127,
0.0008540585404261947,
-0.04923040419816971,
0.01964138075709343,
-0.019035225734114647,
0.0970805436372757,
-0.042843349277973175,
-0.055358655750751495,
-0.026056360453367233,
0.011825134977698326,
0.045707859098911285,
0.06322374194860458,
-0.11590250581502914,
0.048469338566064835,
0.06019462272524834,
-0.020829208195209503,
-0.04806444048881531,
0.127080500125885,
-0.040565140545368195,
-0.09431950747966766,
-0.07162594795227051,
-0.066158227622509,
-0.03525037318468094,
0.013049694709479809,
0.014147515408694744,
0.007116200402379036,
-0.029018854722380638,
0.010827834717929363,
-0.03768684342503548,
0.05035009980201721,
-0.015665873885154724,
0.04910672456026077,
0.011016346514225006,
0.002231072634458542,
0.04303039610385895,
0.05841086804866791,
-0.06001623347401619,
0.08354021608829498,
0.009593797847628593,
0.019452979788184166,
-0.02946712076663971,
-0.05609145015478134,
-0.08362296968698502,
-0.02626149170100689,
-0.025264756754040718,
-0.06949371844530106,
-0.08801781386137009,
0.04153288155794144,
-0.04795939847826958,
-0.06848730146884918,
-0.03739965334534645,
-0.004984233528375626,
-0.01655639335513115,
0.010852775536477566,
0.01970798708498478,
0.0628981813788414,
0.010867219418287277,
0.04297000542283058,
-0.03170750290155411,
-0.0319344624876976,
0.00728380074724555,
0.012652480974793434,
-0.021766560152173042,
-0.034828029572963715,
-0.0006731544272042811,
-0.042348116636276245,
0.10344770550727844,
-0.020524945110082626,
-0.02326766774058342,
0.027231216430664062,
-0.021857844665646553,
-0.006181770004332066,
-0.023521699011325836,
0.009876478463411331,
-0.017493631690740585,
0.00574592687189579,
0.04524870961904526,
-0.016257738694548607,
-0.06142781674861908,
-0.024447275325655937,
-0.11425524204969406,
0.07249865680932999,
-0.04268022999167442,
-0.08423091471195221,
-0.06515409797430038,
0.02881900779902935,
0.002858662512153387,
0.11086837202310562,
0.0023098394740372896,
0.024977661669254303,
0.004501276183873415,
0.057067688554525375,
-0.0488930307328701,
0.03695480152964592,
-0.04320799186825752,
-0.01841290481388569,
-0.04621345177292824,
-1.4525956545225408e-33,
0.023918746039271355,
0.00568821094930172,
0.052469950169324875,
0.048535626381635666,
0.041305892169475555,
0.052678003907203674,
0.08267853409051895,
-0.014047438278794289,
-0.07655546814203262,
-0.09938714653253555,
0.04701787233352661,
-0.0475749708712101,
0.002631045412272215,
0.0015698737697675824,
0.0011450262973085046,
-0.019847849383950233,
-0.0919075459241867,
0.01950172334909439,
0.0801880732178688,
-0.0718178078532219,
-0.017745859920978546,
-0.0596013218164444,
-0.06358500570058823,
0.04265320301055908,
0.03112659603357315,
0.041496727615594864,
0.08341802656650543,
0.09476093202829361,
-0.01279838290065527,
0.0024159355089068413,
-0.03952374309301376,
0.003074243199080229,
-0.0886271595954895,
-0.04437024146318436,
-0.1263495683670044,
-0.0003093066334258765,
-0.08276060223579407,
-0.06209583580493927,
-0.03669063001871109,
-0.10720612853765488,
0.003134773578494787,
-0.005589037202298641,
-0.00046888296492397785,
-0.055925969034433365,
-0.07333709299564362,
0.034283995628356934,
0.030679523944854736,
0.04704632982611656,
0.03903747349977493,
-0.04810251668095589,
-0.03343275934457779,
0.01957803964614868,
-0.0044985245913267136,
0.015303848311305046,
0.011671701446175575,
-0.010134684853255749,
0.048521243035793304,
0.0470869317650795,
-0.04430477321147919,
0.02618127316236496,
0.06810330599546432,
-0.0053116451017558575,
-0.019495023414492607,
0.018489070236682892,
-0.07915951311588287,
0.033975664526224136,
-0.044481322169303894,
-0.08018592745065689,
0.036000557243824005,
0.0385071262717247,
-0.012461001984775066,
0.08086100965738297,
0.050148844718933105,
0.015236221253871918,
0.021203888580203056,
-0.019817698746919632,
-0.06861651688814163,
-0.017567049711942673,
-0.01729721948504448,
-0.050248920917510986,
-0.04768626391887665,
-0.05004219710826874,
0.03998173028230667,
0.0309560839086771,
0.04577123746275902,
-0.06384563446044922,
0.11677903681993484,
-0.04539088159799576,
-0.07404617220163345,
0.08536031097173691,
-0.027491768822073936,
0.0038453254383057356,
0.01279765460640192,
0.06046536937355995,
0.030055245384573936,
7.143353355317305e-34,
-0.016451995819807053,
-0.008456003852188587,
-0.020802313461899757,
0.035081975162029266,
-0.009030794724822044,
-0.04686999320983887,
-0.028401987627148628,
-0.0050635491497814655,
-0.013366883620619774,
0.07518358528614044,
-0.026716584339737892,
0.026992039754986763,
-0.011210955679416656,
-0.033217210322618484,
-0.015426244586706161,
0.03787383437156677,
-0.017338810488581657,
-0.06983426958322525,
-0.010939872823655605,
-0.03430934622883797,
-0.029391158372163773,
0.025225840508937836,
0.0005147277261130512,
-0.03813661262392998,
0.033755432814359665,
0.030726013705134392,
0.026942357420921326,
0.04355509579181671,
-0.032408472150564194,
-0.0424480140209198,
-0.009904853999614716,
-0.16485881805419922,
-0.1084558367729187,
-0.047543324530124664,
-0.0131101468577981,
0.02782437950372696,
0.10382939130067825,
0.04739654064178467,
-0.017440523952245712,
0.05752059817314148,
0.06031501665711403,
-0.010256468318402767,
-0.07158485800027847,
0.07068832963705063,
0.0012009203201159835,
-0.024669110774993896,
0.03105333261191845,
-0.013555112294852734,
0.009495534002780914,
-0.03242216631770134,
0.028915157541632652,
0.05253891274333,
0.011522775515913963,
0.021400876343250275,
-0.03783350810408592,
0.03193752467632294,
0.06937670707702637,
0.039825573563575745,
0.08766327053308487,
-0.03383467718958855,
0.015402039512991905,
-0.1021483764052391,
-0.020417101681232452,
0.08729174733161926,
0.03905661404132843,
-0.11276122182607651,
0.01283986959606409,
0.0715586468577385,
0.08111806213855743,
-0.023342560976743698,
0.019126325845718384,
0.01623276062309742,
0.03030403144657612,
0.02659694291651249,
0.052723634988069534,
0.01547942403703928,
0.026044324040412903,
0.01582138054072857,
0.05235661566257477,
-0.012059836648404598,
-0.008454457856714725,
-0.023626621812582016,
0.055981140583753586,
0.06254138052463531,
0.019625302404165268,
-0.0858464315533638,
0.11312920600175858,
0.060211699455976486,
-0.0057283868081867695,
0.017896242439746857,
-0.028258025646209717,
0.1043756753206253,
0.05616467446088791,
0.08019664138555527,
0.05197462439537048,
-1.90782216691332e-8,
-0.06022994592785835,
-0.08950557559728622,
-0.05551273003220558,
0.05685719475150108,
-0.03231116384267807,
-0.04116525873541832,
-0.0323743000626564,
0.009270232170820236,
-0.0222601480782032,
0.06785960495471954,
-0.06280545145273209,
-0.027050631120800972,
-0.03412274271249771,
0.07537077367305756,
0.026093395426869392,
-0.01518290862441063,
0.013569692149758339,
0.05584190413355827,
-0.009439205750823021,
-0.0025718521792441607,
0.003962140530347824,
0.07616189122200012,
0.03351934626698494,
0.005089188925921917,
-0.006308101117610931,
-0.029094761237502098,
-0.017683593556284904,
0.028981834650039673,
0.03383228927850723,
0.03095090575516224,
-0.0025419946759939194,
0.012947797775268555,
0.04481326416134834,
0.061798904091119766,
-0.06848972290754318,
0.04581671580672264,
-0.1064562126994133,
0.017350684851408005,
0.04309286177158356,
0.09036685526371002,
-0.04075761139392853,
-0.0366496704518795,
-0.07061921060085297,
0.03617742285132408,
0.05805123969912529,
0.03482326120138168,
-0.07758224755525589,
-0.007054663263261318,
0.042923714965581894,
0.03377937525510788,
-0.02764206938445568,
-0.05096147209405899,
0.09256281703710556,
-0.0452357679605484,
-0.058053888380527496,
0.050568029284477234,
0.011918297037482262,
-0.01441836915910244,
0.08011744171380997,
-0.0028548922855407,
-0.01626538299024105,
0.034214816987514496,
0.05869467929005623,
0.05892065539956093
] | p | First, let’s create a client object for Qdrant. | [
"articles",
"articles/neural-search-tutorial"
] | 6,704 |
[
"Neural Search Tutorial - Qdrant",
"Upload data to Qdrant"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(32) | [
-0.05180831253528595,
0.00015217074542306364,
-0.09879163652658463,
-0.042167339473962784,
-0.05352353677153587,
0.04171593114733696,
-0.07403139024972916,
-0.029006117954850197,
0.03542989119887352,
-0.0051046679727733135,
0.03702741116285324,
0.021876011043787003,
0.017868442460894585,
0.07200676947832108,
-0.05666237697005272,
0.0821470394730568,
-0.042586252093315125,
0.09658635407686234,
0.11383134871721268,
-0.03423621878027916,
-0.017312120646238327,
0.04215947538614273,
0.008387083187699318,
-0.0309615395963192,
0.08129586279392242,
0.022759390994906425,
-0.001711165183223784,
-0.0006542262271977961,
0.04095113277435303,
-0.005708699580281973,
0.06373460590839386,
0.05461191013455391,
0.01237170584499836,
0.06362739205360413,
-0.11937518417835236,
0.053851209580898285,
-0.009643235243856907,
0.02551284246146679,
-0.035371601581573486,
0.010168039239943027,
0.0011918047675862908,
0.14600709080696106,
-0.08285234123468399,
0.03594033047556877,
0.057391904294490814,
0.06625021994113922,
-0.05973628908395767,
0.01150774396955967,
0.05251845344901085,
-0.0751270055770874,
-0.047444917261600494,
-0.011913061141967773,
-0.05708825960755348,
0.07005508244037628,
0.02852228842675686,
0.0050328937359154224,
-0.02460371144115925,
-0.08614851534366608,
-0.01653571054339409,
-0.0335012711584568,
0.02956479787826538,
-0.01232923287898302,
-0.001838977332226932,
-0.01999417133629322,
0.06958719342947006,
-0.0071291797794401646,
0.013902300037443638,
0.18116581439971924,
0.009180930443108082,
0.021704459562897682,
-0.05895056948065758,
0.009744980372488499,
-0.053157202899456024,
-0.021084941923618317,
-0.00011431110760895535,
0.05985388159751892,
0.017026586458086967,
0.00044690072536468506,
-0.03337137773633003,
0.01581205427646637,
-0.10403310507535934,
0.05280936136841774,
-0.0025843752082437277,
-0.06992664188146591,
0.08271504938602448,
0.019098516553640366,
-0.019430911168456078,
0.009303729981184006,
0.02350940741598606,
0.006426110863685608,
-0.028254127129912376,
0.030079636722803116,
0.08373267948627472,
-0.04267435893416405,
0.027689028531312943,
-0.054656121879816055,
0.17937181890010834,
-0.017206838354468346,
0.10076694190502167,
-0.04910840466618538,
0.038442861288785934,
-0.005485811736434698,
-0.03179842233657837,
-0.04918411001563072,
-0.06313961744308472,
-0.015746746212244034,
-0.0009610110428184271,
-0.018624788150191307,
0.001553105772472918,
-0.1520240604877472,
-0.05248084291815758,
0.009574942290782928,
0.0006094141863286495,
-0.05271950736641884,
-0.021683916449546814,
0.0027863536961376667,
-0.02745828591287136,
0.08643297106027603,
0.10753081738948822,
-0.00152107875328511,
-0.03886893764138222,
-0.025427620857954025,
0.022436371073126793,
0.06971994787454605,
-0.011969699524343014,
-0.03885333240032196,
-0.13144813477993011,
-1.325200099678607e-34,
0.022249208763241768,
-0.029186995700001717,
0.01987340860068798,
0.04325644671916962,
-0.034522201865911484,
0.04166320338845253,
-0.026614608243107796,
-0.021295754238963127,
-0.04902151972055435,
-0.03552549332380295,
-0.02077263407409191,
0.004252900369465351,
0.011554522439837456,
0.07355834543704987,
0.007145575247704983,
-0.04689418524503708,
-0.07088347524404526,
0.06184205040335655,
0.020858902484178543,
-0.05876258388161659,
-0.017247257754206657,
-0.06677725166082382,
0.0013778344728052616,
0.0070047518238425255,
0.00011146310134790838,
-0.08599743247032166,
0.07018378376960754,
0.007971559651196003,
-0.043910279870033264,
-0.0173373743891716,
-0.0957774892449379,
0.008990872651338577,
-0.03996966779232025,
0.030604630708694458,
-0.0179748497903347,
0.03205906227231026,
-0.002940448932349682,
-0.05906571075320244,
0.020928019657731056,
-0.08439125865697861,
0.06530937552452087,
-0.004222815856337547,
0.01155594177544117,
-0.05715884640812874,
-0.03981572017073631,
0.045394279062747955,
-0.05002465844154358,
0.05232540890574455,
0.0487806461751461,
-0.012346225790679455,
0.0006518791196867824,
-0.00609233882278204,
-0.034492675215005875,
0.009434736333787441,
0.021821726113557816,
0.030645746737718582,
-0.000946688640397042,
0.03472692146897316,
0.00591703737154603,
0.09573967754840851,
-0.05091189965605736,
0.06923094391822815,
0.010680380277335644,
0.064027801156044,
0.003662809729576111,
-0.017121009528636932,
-0.04923063516616821,
0.004054266959428787,
-0.004933089949190617,
0.11472060531377792,
-0.03222661092877388,
0.051184311509132385,
0.00979132205247879,
-0.018790530040860176,
-0.016692744567990303,
-0.04897800087928772,
-0.012017473578453064,
-0.08484621345996857,
-0.06958652287721634,
-0.0178508460521698,
-0.053674496710300446,
0.008345406502485275,
0.03364595025777817,
-0.036447860300540924,
-0.003915361128747463,
-0.04740869626402855,
0.05388955771923065,
-0.11595294624567032,
-0.004110558889806271,
0.014866829849779606,
-0.08535763621330261,
0.0023177899420261383,
0.0062021841295063496,
0.028471332043409348,
0.009225324727594852,
-1.928878322991388e-34,
0.012936263345181942,
-0.007509276736527681,
0.03832145407795906,
0.022179964929819107,
-0.011435047723352909,
-0.07382233440876007,
-0.009100036695599556,
-0.08541347831487656,
0.016148734837770462,
-0.008681504055857658,
-0.032075509428977966,
-0.04129941016435623,
-0.005094418302178383,
-0.056335099041461945,
0.022122489288449287,
0.050664812326431274,
-0.03885133937001228,
-0.08727648854255676,
-0.016806498169898987,
-0.004455419257283211,
-0.061945147812366486,
-0.04481010511517525,
0.07059954851865768,
-0.05975104495882988,
0.01964966394007206,
-0.0008006885764189065,
0.04340684413909912,
0.0123756667599082,
-0.05376151576638222,
-0.06708961725234985,
0.02419431507587433,
-0.13825762271881104,
-0.03753094747662544,
-0.014961492270231247,
-0.01579183340072632,
0.024000857025384903,
0.04820553958415985,
-0.023302728310227394,
0.03539472445845604,
0.011979209259152412,
-0.011627167463302612,
0.07863573729991913,
-0.023300671949982643,
0.014160346239805222,
-0.001208475325256586,
0.029373742640018463,
-0.0272644255310297,
0.012323669157922268,
0.011326543986797333,
0.012833643704652786,
0.011343935504555702,
0.055943895131349564,
-0.017753517255187035,
0.06436412036418915,
0.04544440656900406,
-0.040015142410993576,
0.011797931976616383,
0.04583970084786415,
0.12644660472869873,
-0.08929438889026642,
-0.030492261052131653,
-0.0711236447095871,
-0.04045003280043602,
0.025907417759299278,
0.058560457080602646,
-0.06452757120132446,
0.05574981868267059,
-0.023321140557527542,
-0.004041804000735283,
0.02059299312531948,
0.0971219465136528,
0.015251084230840206,
0.023559091612696648,
0.03362785279750824,
-0.052300624549388885,
-0.027561787515878677,
0.04358312860131264,
-0.01525065302848816,
-0.07110770046710968,
-0.037111520767211914,
-0.002258592750877142,
-0.06765292584896088,
0.0961557924747467,
0.0368652418255806,
-0.021932031959295273,
0.048663970082998276,
0.05750982463359833,
0.07682137191295624,
0.024330316111445427,
0.07660121470689774,
-0.00759531045332551,
0.04282883182168007,
0.07330845296382904,
0.042066603899002075,
0.07983455061912537,
-1.755083722798645e-8,
-0.0806623250246048,
-0.08859304338693619,
-0.07104125618934631,
-0.047693077474832535,
0.0034901322796940804,
-0.07538068294525146,
-0.009256924502551556,
0.08803952485322952,
-0.061969783157110214,
-0.013822765089571476,
-0.01222788356244564,
-0.055282823741436005,
-0.026525678113102913,
0.006403512787073851,
0.05325433984398842,
0.001235585892572999,
0.024984924122691154,
0.012901817448437214,
-0.0006899230647832155,
0.010475861839950085,
-0.002061853650957346,
0.05139555409550667,
-0.005262116435915232,
0.09841221570968628,
-0.0039334786124527454,
0.02785220369696617,
0.011041245423257351,
0.034337759017944336,
0.16871832311153412,
-0.03401927649974823,
0.029315456748008728,
0.048041366040706635,
0.07669909298419952,
-0.04984690248966217,
0.03176521509885788,
0.03952253237366676,
-0.02172577753663063,
0.06393306702375412,
-0.045661699026823044,
0.06602219492197037,
-0.0839066430926323,
-0.01560913771390915,
-0.05142124369740486,
0.05021445080637932,
0.053089894354343414,
0.0029471644666045904,
-0.0857420340180397,
0.0101316524669528,
0.05563941225409508,
0.046597760170698166,
0.025874383747577667,
0.008927485905587673,
0.06521020084619522,
-0.008306250907480717,
-0.06326771527528763,
0.06142802909016609,
-0.01048534456640482,
-0.05260162428021431,
0.11734025180339813,
-0.06239137426018715,
-0.013962620869278908,
-0.07028400897979736,
-0.003917404916137457,
0.0388944149017334
] | p | Qdrant allows you to combine vectors of the same purpose into collections. | [
"articles",
"articles/neural-search-tutorial"
] | 6,705 |
[
"Neural Search Tutorial - Qdrant",
"Upload data to Qdrant"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(32) | [
-0.07660797983407974,
-0.05513974279165268,
-0.06344000995159149,
-0.03326745703816414,
0.013361146673560143,
-0.0041056061163544655,
0.00635338481515646,
-0.06263290345668793,
0.05746045708656311,
-0.05573233589529991,
0.03370770812034607,
0.0657719150185585,
0.0631319135427475,
0.023816712200641632,
0.015261214226484299,
-0.04348237067461014,
0.01096980832517147,
-0.028371725231409073,
0.04087889567017555,
0.07178554683923721,
-0.04314620792865753,
0.0018205387750640512,
-0.005263381637632847,
0.025150282308459282,
-0.04520106315612793,
-0.014167942106723785,
-0.005376345943659544,
-0.0822664275765419,
-0.008159112185239792,
-0.09002893418073654,
0.11041627824306488,
0.0399511344730854,
-0.0373968705534935,
0.06679525971412659,
0.0008545438759028912,
0.028150958940386772,
0.023327190428972244,
0.03547395393252373,
-0.0673753172159195,
0.05001406744122505,
0.020819760859012604,
0.08733801543712616,
-0.07592972368001938,
-0.025173306465148926,
0.0051735881716012955,
0.007807173766195774,
-0.055870044976472855,
-0.03069205954670906,
0.03494226187467575,
-0.020082436501979828,
-0.03304018825292587,
-0.021656369790434837,
-0.024014929309487343,
0.05714494735002518,
0.03250621259212494,
-0.046767234802246094,
-0.06605096906423569,
-0.026447171345353127,
-0.060864388942718506,
0.016739623621106148,
-0.034261707216501236,
-0.034926705062389374,
0.049357686191797256,
0.014642809517681599,
0.08445407450199127,
0.021336272358894348,
0.03822340443730354,
0.10285985469818115,
0.0022963397204875946,
-0.04924651235342026,
-0.03375962749123573,
0.07397966831922531,
-0.07774539291858673,
0.04568469151854515,
-0.006413897033780813,
0.07676385343074799,
0.05285057798027992,
0.019797084853053093,
0.0235898457467556,
-0.07012248784303665,
-0.06386402249336243,
0.029334502294659615,
-0.04836471006274223,
-0.022391902282834053,
0.05675385892391205,
-0.06810035556554794,
-0.029002266004681587,
-0.08171029388904572,
0.05908508971333504,
0.0004432990972418338,
-0.006006135605275631,
0.0363985076546669,
0.14160293340682983,
-0.03375018388032913,
0.04895316809415817,
-0.023894142359495163,
0.08218345791101456,
-0.02553161233663559,
0.10576322674751282,
-0.03428581357002258,
-0.0010685501620173454,
-0.05954133719205856,
0.06666871905326843,
0.07387683540582657,
-0.054840270429849625,
-0.008981489576399326,
-0.08643659949302673,
-0.03563476353883743,
-0.005307562183588743,
-0.046615879982709885,
0.00024114115512929857,
0.062083080410957336,
-0.0293593667447567,
0.0018800292164087296,
-0.05046359822154045,
-0.0035291695967316628,
-0.0256123635917902,
-0.008840571157634258,
0.05344512686133385,
0.027579518035054207,
-0.02311825193464756,
-0.025644583627581596,
0.05692644044756889,
-0.03847038373351097,
-0.02438441850244999,
-0.002138222800567746,
0.009980897419154644,
6.643190610946999e-34,
0.009937132708728313,
-0.06134205684065819,
0.017616061493754387,
0.050254955887794495,
0.013351190835237503,
0.03558296710252762,
-0.049282658845186234,
0.04148751124739647,
-0.01299354713410139,
0.020849071443080902,
-0.0517156757414341,
0.1466626077890396,
0.04358886182308197,
0.04975662752985954,
0.046029604971408844,
0.02396715246140957,
0.08964620530605316,
0.05545508861541748,
0.07114659249782562,
-0.08756237477064133,
0.04980676993727684,
-0.03262213617563248,
0.0039442796260118484,
-0.06770416349172592,
0.05954505130648613,
-0.05427803844213486,
0.03441176190972328,
0.008621038869023323,
-0.03241206705570221,
-0.005130547098815441,
0.05945301428437233,
-0.009748213924467564,
-0.009818892925977707,
0.16506139934062958,
0.04786323010921478,
0.05860375612974167,
-0.032481733709573746,
-0.03111746348440647,
-0.05717793479561806,
-0.09347274899482727,
0.026422422379255295,
0.012096993625164032,
-0.0013383763143792748,
-0.02722232975065708,
-0.06600388884544373,
0.002941601909697056,
-0.019093602895736694,
-0.011059417389333248,
-0.015451831743121147,
-0.017478303983807564,
0.01064379420131445,
0.06687748432159424,
-0.08935073763132095,
0.006307878531515598,
0.07105320692062378,
0.029431290924549103,
-0.05269354581832886,
0.038221150636672974,
0.06463298946619034,
0.06135771796107292,
-0.08148707449436188,
0.0018062652088701725,
-0.009944338351488113,
0.019112251698970795,
0.10284281522035599,
-0.006142337340861559,
-0.013092589564621449,
-0.019885985180735588,
0.029730139300227165,
0.01947505585849285,
0.028654417023062706,
0.026441961526870728,
-0.03952972963452339,
-0.07042091339826584,
0.007257574703544378,
-0.05129703879356384,
0.006061851046979427,
-0.08787412941455841,
-0.04840657487511635,
0.04550262913107872,
-0.11601469665765762,
-0.03214431554079056,
-0.04715173318982124,
0.05600271746516228,
0.011255636811256409,
0.036303646862506866,
0.030840320512652397,
-0.12493545562028885,
-0.03759247809648514,
0.011285791173577309,
-0.050326306372880936,
0.0502048097550869,
0.011377301067113876,
-0.041454728692770004,
0.0035878936760127544,
-2.4308931138127123e-33,
-0.06311561912298203,
-0.01722429320216179,
-0.009158258326351643,
0.03554483875632286,
-0.005861933808773756,
-0.004004524089396,
0.0073508392088115215,
0.027591628953814507,
-0.12477231025695801,
0.044658176600933075,
-0.07971619069576263,
-0.03164277598261833,
-0.014912261627614498,
-0.003399981651455164,
-0.021838992834091187,
0.0511702261865139,
-0.01266468595713377,
-0.03920314833521843,
-0.013804173097014427,
0.0552700012922287,
-0.10463875532150269,
0.04067334160208702,
0.08033645153045654,
0.007683910895138979,
0.0050841704942286015,
0.03183463215827942,
-0.06615389883518219,
-0.02294965460896492,
-0.08621509373188019,
-0.08926644921302795,
0.03024686686694622,
-0.09195645153522491,
0.017158089205622673,
-0.017591411247849464,
-0.04142041876912117,
0.012937732972204685,
0.008144756779074669,
0.025394873693585396,
0.01484705787152052,
0.05987981706857681,
-0.019671596586704254,
-0.03191124647855759,
-0.08320628851652145,
-0.02464083582162857,
-0.03524810075759888,
-0.0965770035982132,
0.0022200485691428185,
0.03700285032391548,
0.050556082278490067,
0.035372767597436905,
-0.07615168392658234,
-0.030383702367544174,
0.004561469424515963,
0.07559631764888763,
0.04395735636353493,
-0.01832827553153038,
0.0362052321434021,
0.01575162261724472,
0.035337939858436584,
-0.015338783152401447,
0.11837301403284073,
-0.042841847985982895,
-0.04671677574515343,
0.12427254766225815,
0.09418196976184845,
-0.1096058338880539,
0.019180167466402054,
-0.06366191059350967,
-0.054805316030979156,
-0.01628686673939228,
0.02125321328639984,
-0.04749109968543053,
-0.07294917851686478,
0.010021801106631756,
-0.014132418669760227,
-0.024396482855081558,
0.04387786611914635,
-0.09180965274572372,
-0.02867976948618889,
-0.033501289784908295,
-0.04063776135444641,
-0.06298718601465225,
0.04015941917896271,
0.033194974064826965,
-0.03981724753975868,
0.00812448188662529,
0.14257268607616425,
-0.059054020792245865,
0.03750770166516304,
0.032182611525058746,
-0.020748047158122063,
0.026615990325808525,
-0.01906900852918625,
0.07936698943376541,
0.02900194749236107,
-2.2065604454724053e-8,
-0.05746980756521225,
0.00170703895855695,
-0.020153354853391647,
0.04257958382368088,
0.01889423280954361,
-0.10334833711385727,
0.005800239741802216,
0.041745204478502274,
-0.04569249972701073,
0.06749887019395828,
-0.022397799417376518,
-0.0028576694894582033,
-0.04699688032269478,
0.003971340600401163,
0.0988791212439537,
-0.011857434175908566,
-0.03382035344839096,
0.019158434122800827,
-0.03830838203430176,
0.05513927340507507,
0.055234842002391815,
0.029400447383522987,
0.03612105920910835,
0.008630605414509773,
-0.021901873871684074,
0.029677890241146088,
0.07039020955562592,
-0.03543134406208992,
0.12082752585411072,
0.04590155929327011,
-0.05631613731384277,
-0.0018861921271309257,
0.02692268416285515,
-0.030635127797722816,
0.03173844888806343,
0.0077095781452953815,
-0.06432262063026428,
0.023176725953817368,
0.007313964888453484,
0.02939503826200962,
-0.032284870743751526,
0.02273312211036682,
-0.022260254248976707,
0.05624980852007866,
0.06635111570358276,
0.05122481659054756,
-0.09311489015817642,
-0.021773209795355797,
0.018025482073426247,
0.05709914490580559,
-0.06875430792570114,
0.03223089501261711,
0.07082165032625198,
0.0719018206000328,
0.045658644288778305,
0.03749878332018852,
0.033065956085920334,
-0.10648424923419952,
0.11847787350416183,
0.021111847832798958,
-0.03493032231926918,
-0.06894325464963913,
-0.02829366736114025,
-0.04862667992711067
] | p | Many independent vector collections can exist on one service at the same time. | [
"articles",
"articles/neural-search-tutorial"
] | 6,706 |
[
"Neural Search Tutorial - Qdrant",
"Upload data to Qdrant"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(33) | [
-0.10326573252677917,
-0.09069491922855377,
-0.0613040067255497,
-0.023025257512927055,
0.0244685597717762,
0.03929727524518967,
-0.024157458916306496,
0.03550845757126808,
-0.011516344733536243,
0.0014895530184730887,
0.017587004229426384,
0.06535618752241135,
-0.021851496770977974,
0.008948098868131638,
-0.031198104843497276,
0.027771104127168655,
-0.005110858008265495,
-0.0687524601817131,
0.09179144352674484,
0.06192585080862045,
-0.017760830000042915,
0.01337954681366682,
0.03151126578450203,
-0.009909922257065773,
0.01241497602313757,
0.008386638015508652,
0.041093964129686356,
-0.01938924565911293,
0.013774419203400612,
-0.06878101825714111,
0.006017191335558891,
0.02790718339383602,
0.03683416172862053,
0.059013571590185165,
0.030579401180148125,
0.01134664285928011,
0.05117499828338623,
0.02616759203374386,
-0.07197034358978271,
-0.05128615349531174,
0.06251651793718338,
0.024884676560759544,
-0.07729727774858475,
0.10317372530698776,
0.00314918695949018,
0.04980836436152458,
-0.000547895731870085,
-0.04046317934989929,
0.06914961338043213,
0.0028405801858752966,
-0.0010430607944726944,
-0.07125695794820786,
0.008706874214112759,
-0.03236622363328934,
0.04380203038454056,
0.050461091101169586,
-0.04240060970187187,
-0.07634804397821426,
0.03070419654250145,
-0.0354602113366127,
0.020789774134755135,
-0.015594919212162495,
0.015420187264680862,
0.04192740097641945,
0.07010316848754883,
-0.0016667676391080022,
-0.006148047745227814,
0.12016952782869339,
-0.006242826581001282,
-0.022633183747529984,
-0.066928431391716,
0.0954476147890091,
-0.05804159864783287,
0.04239131510257721,
-0.060491614043712616,
0.09064275771379471,
0.018388357013463974,
-0.01648705266416073,
0.04145493358373642,
-0.09858327358961105,
-0.07992567867040634,
0.01751384139060974,
-0.05620979145169258,
0.014380009844899178,
0.00567198172211647,
0.03736494854092598,
0.028271686285734177,
-0.04365105181932449,
0.032627515494823456,
0.013037878088653088,
-0.02546229399740696,
0.007138808723539114,
0.15914632380008698,
0.008535841479897499,
-0.025572320446372032,
0.0530846044421196,
0.07986950874328613,
-0.06432951986789703,
0.027294162660837173,
0.01962410844862461,
-0.02127612754702568,
0.013544348999857903,
0.09862890094518661,
0.044785600155591965,
-0.048690538853406906,
-0.020899204537272453,
-0.030272822827100754,
-0.025515764951705933,
-0.02452821284532547,
-0.032982099801301956,
0.01538656372576952,
0.04600932076573372,
-0.03562716394662857,
-0.017560523003339767,
0.04680124297738075,
-0.04274304583668709,
-0.06596610695123672,
0.026744551956653595,
0.07500403374433517,
0.03183586522936821,
0.05568620190024376,
-0.03288664668798447,
-0.02806350402534008,
-0.004422564059495926,
-0.03496268391609192,
-0.019131053239107132,
-0.14557906985282898,
-3.495216739444913e-33,
0.06672226637601852,
0.014551742002367973,
-0.002621430903673172,
0.12527067959308624,
-0.012301970273256302,
0.0004022693319711834,
-0.03501226380467415,
0.03459877893328667,
-0.028391586616635323,
-0.01779569499194622,
-0.0259928647428751,
0.11934204399585724,
0.007166047114878893,
0.1056177094578743,
0.03866289556026459,
-0.09973566234111786,
0.027348477393388748,
0.07069677114486694,
0.0106999222189188,
-0.10121110081672668,
-0.031039638444781303,
-0.03882262855768204,
-0.046018920838832855,
-0.07944485545158386,
0.04253825172781944,
-0.04643317312002182,
-0.001418110216036439,
-0.028460241854190826,
-0.035706643015146255,
0.016629135236144066,
0.002835156163200736,
-0.003603346413001418,
-0.041064631193876266,
0.08621521294116974,
-0.03529931977391243,
0.03085942007601261,
-0.019403841346502304,
-0.048066288232803345,
-0.018184039741754532,
-0.08646851032972336,
0.016128389164805412,
0.010171610862016678,
-0.026908962056040764,
-0.07793150842189789,
-0.03423851728439331,
-0.014568725600838661,
0.05955962836742401,
-0.005821845959872007,
0.05548887327313423,
-0.05013205483555794,
-0.003363406751304865,
0.02508135885000229,
-0.07798260450363159,
-0.025795936584472656,
-0.010947237722575665,
-0.006615808699280024,
-0.0896361842751503,
-0.0275394506752491,
0.05403967574238777,
0.01987326331436634,
-0.056178413331508636,
0.08270034193992615,
0.04733135551214218,
0.03240927308797836,
-0.00844227522611618,
0.016170786693692207,
0.0028959938790649176,
-0.011699037626385689,
-0.01106425654143095,
0.03779087960720062,
-0.034928061068058014,
-0.02353842370212078,
-0.0011662221513688564,
-0.01140974834561348,
0.004275978077203035,
0.003010236192494631,
0.015114295296370983,
-0.018470337614417076,
-0.0914417952299118,
-0.02188841998577118,
-0.010681772604584694,
-0.05384952202439308,
-0.059236232191324234,
0.010668659582734108,
0.07148538529872894,
-0.016111047938466072,
0.0681130588054657,
-0.09380146861076355,
-0.03859138861298561,
0.03985081613063812,
-0.03523167967796326,
-0.026837371289730072,
0.03341741859912872,
0.06328162550926208,
-0.08267033845186234,
2.1487640003688013e-33,
0.008726953528821468,
-0.021367723122239113,
0.018200265243649483,
0.00756360637024045,
0.02131509967148304,
0.005388220772147179,
0.07393177598714828,
0.0755205899477005,
-0.10710836201906204,
0.04274432733654976,
0.0016369702061638236,
-0.014444160275161266,
-0.06465844810009003,
-0.020398937165737152,
0.04266830533742905,
-0.0004028751573059708,
0.0019528596894815564,
-0.07418686896562576,
0.0081208860501647,
-0.001986245857551694,
-0.038337234407663345,
0.01516080740839243,
-0.08315065503120422,
0.026334991678595543,
0.04864998534321785,
0.05579017847776413,
-0.008493117056787014,
0.051642511039972305,
-0.10602469742298126,
-0.029728787019848824,
-0.0027663942892104387,
-0.021655889227986336,
-0.04677945002913475,
0.02605719119310379,
-0.011127416975796223,
0.010020158253610134,
0.00003974903665948659,
-0.03317840397357941,
0.028332406654953957,
0.02220664545893669,
0.06249142810702324,
-0.02869364619255066,
-0.03570815920829773,
0.03433265909552574,
-0.026628762483596802,
-0.08915147930383682,
0.044256728142499924,
0.040710221976041794,
0.020578518509864807,
0.03962172567844391,
-0.009062130935490131,
-0.014708557166159153,
0.019437063485383987,
0.007272223476320505,
-0.00007123746763681993,
-0.022179419174790382,
0.10721459984779358,
-0.006038428284227848,
0.11851640045642853,
-0.003022456308826804,
0.04443415626883507,
-0.011859960854053497,
-0.02563699707388878,
0.0024228382389992476,
0.016602935269474983,
-0.13652977347373962,
-0.002118110889568925,
0.057337723672389984,
-0.13642343878746033,
-0.026795102283358574,
0.06495893001556396,
-0.03913939744234085,
-0.03940369933843613,
-0.06441973149776459,
-0.0673222616314888,
-0.056754253804683685,
0.08324745297431946,
-0.1644967943429947,
-0.01676800660789013,
-0.00976061262190342,
-0.06758540868759155,
0.018209226429462433,
0.04134503751993179,
0.04436880722641945,
0.030076393857598305,
0.03108719363808632,
0.030501743778586388,
0.05703279376029968,
0.02771765924990177,
0.07851190119981766,
-0.08870597928762436,
-0.01986602135002613,
0.06726835668087006,
0.08945080637931824,
-0.009682919830083847,
-2.019992173529772e-8,
-0.09984569996595383,
0.006529621779918671,
0.01589008793234825,
0.11466522514820099,
0.0535346195101738,
-0.05929499492049217,
-0.014521349221467972,
0.05348936468362808,
-0.02621224895119667,
-0.0104247210547328,
0.024096492677927017,
-0.016476212069392204,
-0.043768640607595444,
0.03335496410727501,
0.08196019381284714,
0.044284649193286896,
-0.034578483551740646,
0.06357449293136597,
-0.06985245645046234,
-0.031120900064706802,
0.01697450503706932,
0.1008906289935112,
0.0313052199780941,
0.051019832491874695,
0.00611200463026762,
0.017360106110572815,
0.06138498708605766,
0.021243752911686897,
0.10064169019460678,
0.049904607236385345,
-0.02784210816025734,
0.09308165311813354,
0.06130635738372803,
-0.0032778733875602484,
-0.017592987045645714,
0.052567314356565475,
-0.1150931566953659,
0.05011573061347008,
-0.04374432936310768,
-0.03165334090590477,
-0.01794193685054779,
0.007346373982727528,
-0.02044859528541565,
0.002086615888401866,
-0.05435623601078987,
-0.000056284792663063854,
-0.13683801889419556,
0.018541384488344193,
0.024057168513536453,
-0.06790133565664291,
-0.07799132913351059,
0.014197609387338161,
0.08737754076719284,
0.08054275810718536,
0.07859286665916443,
0.030979013070464134,
-0.007770736701786518,
-0.0326518788933754,
0.0590033121407032,
0.028424479067325592,
0.021530944854021072,
-0.11211387813091278,
-0.0006928874645382166,
0.027681631967425346
] | p | Let’s create a new collection for our startup vectors. | [
"articles",
"articles/neural-search-tutorial"
] | 6,707 |
[
"Neural Search Tutorial - Qdrant",
"Upload data to Qdrant"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(34) | [
-0.10935688018798828,
-0.051712799817323685,
-0.012489553540945053,
0.016581609845161438,
-0.030140172690153122,
-0.10199083387851715,
-0.03570521995425224,
-0.10481622070074081,
0.10696381330490112,
-0.014514703303575516,
0.08252464979887009,
-0.0010986905544996262,
-0.0022838974837213755,
-0.040235403925180435,
-0.07193875312805176,
-0.012847973965108395,
-0.030228152871131897,
-0.08735865354537964,
0.0696854218840599,
0.03719734027981758,
0.002263685455545783,
0.005417012143880129,
0.003948180004954338,
0.0796179547905922,
0.04228660836815834,
-0.10623350739479065,
-0.01969924569129944,
0.07243432849645615,
0.004896754864603281,
-0.06524913758039474,
0.04339209198951721,
0.0712822824716568,
-0.016624614596366882,
-0.020499318838119507,
0.06536013633012772,
0.08420482277870178,
-0.027161208912730217,
-0.04438365623354912,
-0.007295690476894379,
-0.061167772859334946,
-0.017399674281477928,
0.06004412844777107,
-0.1260920614004135,
-0.050344571471214294,
-0.0220187921077013,
0.03842678293585777,
-0.016363760456442833,
0.06476011127233505,
0.04519525170326233,
-0.027750268578529358,
0.07596664875745773,
0.06106927618384361,
-0.09252464026212692,
0.04182838648557663,
0.07591792941093445,
0.09616561233997345,
-0.009668176993727684,
-0.016598496586084366,
-0.04182439297437668,
0.010069439187645912,
0.009298012591898441,
0.01408926397562027,
-0.0318521223962307,
0.003529507899656892,
-0.02982279658317566,
-0.022769024595618248,
-0.013397715985774994,
0.017514167353510857,
0.03898921608924866,
0.014773841947317123,
0.055691298097372055,
0.05372647941112518,
0.00023165914171840996,
0.021250247955322266,
0.06519302725791931,
0.061374109238386154,
-0.0013565710978582501,
-0.0049745505675673485,
-0.08942420035600662,
0.056996412575244904,
-0.03964962437748909,
0.02158752828836441,
-0.01533945370465517,
-0.03421754762530327,
0.03602733835577965,
-0.06276962906122208,
-0.03429469093680382,
-0.10616399347782135,
0.05385246127843857,
-0.025358857586979866,
-0.05227931961417198,
0.008386960253119469,
0.06027310714125633,
0.01504515204578638,
-0.02072439342737198,
-0.030823789536952972,
0.06948521733283997,
0.0568448081612587,
0.0830102488398552,
-0.00448599923402071,
-0.09151966124773026,
0.04482385516166687,
0.0665273517370224,
-0.06509523838758469,
-0.11035043001174927,
-0.012973826378583908,
-0.06584858149290085,
-0.009990505874156952,
0.0008554291562177241,
-0.031630683690309525,
-0.01655026152729988,
-0.024959011003375053,
0.0015472301747649908,
0.03927602618932724,
-0.013146070763468742,
0.08910179138183594,
-0.0164866354316473,
0.041184794157743454,
-0.07645276188850403,
0.0668569877743721,
0.05998051539063454,
-0.014118963852524757,
0.03153904899954796,
-0.020452136173844337,
-0.06810475140810013,
0.004305033013224602,
-0.020545106381177902,
-2.925042469894593e-33,
0.011522858403623104,
-0.03795232996344566,
-0.02952868677675724,
0.042872555553913116,
0.10065186768770218,
0.02114134281873703,
-0.01334303803741932,
0.090141661465168,
-0.020556919276714325,
0.011796662583947182,
0.025995030999183655,
0.046623360365629196,
-0.005391639657318592,
0.015326576307415962,
-0.04250559210777283,
-0.026402484625577927,
-0.022945242002606392,
0.012612175196409225,
0.001341184601187706,
-0.010304686613380909,
-0.01762717217206955,
0.11319568008184433,
0.04104246571660042,
-0.08473027497529984,
-0.01129786018282175,
0.062497712671756744,
-0.037237413227558136,
0.006138175260275602,
0.03562651574611664,
-0.01895940862596035,
-0.06646817177534103,
0.012002214789390564,
-0.0014419048093259335,
0.04235517978668213,
0.030921239405870438,
0.053874749690294266,
0.05155174061655998,
-0.09268790483474731,
-0.06182946264743805,
-0.00776664400473237,
0.13039307296276093,
0.09408626705408096,
-0.04048338904976845,
0.007120776455849409,
-0.00027121201856061816,
-0.057684265077114105,
0.009397250600159168,
0.043292444199323654,
0.044039368629455566,
0.02591102197766304,
-0.01063928846269846,
0.05959460139274597,
0.019709985703229904,
0.03647852689027786,
-0.11540096998214722,
-0.11241472512483597,
-0.046958159655332565,
-0.011010747402906418,
0.03092171438038349,
0.00452225748449564,
0.06864269822835922,
0.09106500446796417,
0.014977160841226578,
0.13592225313186646,
0.08585825562477112,
0.003355236491188407,
0.030394921079277992,
0.12655511498451233,
-0.004377513192594051,
0.006550396326929331,
0.03207192197442055,
0.059652429074048996,
-0.06249241530895233,
-0.011381641961634159,
0.0710272416472435,
-0.13901422917842865,
-0.011924450285732746,
0.0018500246806070209,
-0.020381925627589226,
-0.042199380695819855,
0.017115866765379906,
-0.017108112573623657,
-0.0363265685737133,
-0.014529899694025517,
-0.06346169859170914,
-0.01362607628107071,
0.05255048722028732,
-0.021436212584376335,
0.033490024507045746,
-0.03167763724923134,
0.031511642038822174,
0.02207872085273266,
-0.01132745947688818,
-0.013188542798161507,
0.032399214804172516,
-8.307225924100798e-34,
0.033754292875528336,
-0.0020769862458109856,
0.006328561343252659,
-0.04936681687831879,
0.005410098470747471,
-0.0908966213464737,
-0.012805231846868992,
0.08684142678976059,
-0.047588542103767395,
-0.04362478479743004,
0.02689754217863083,
-0.08674094825983047,
-0.020182320848107338,
0.005433565005660057,
0.03711729496717453,
-0.0003834899398498237,
-0.07063023000955582,
-0.1490435004234314,
-0.1147330179810524,
-0.024707749485969543,
-0.02895284816622734,
0.01151066180318594,
0.012115816585719585,
-0.0051061720587313175,
-0.06174725294113159,
-0.011271059513092041,
0.03437141329050064,
-0.04041622579097748,
0.04577110335230827,
-0.06558693945407867,
0.007297954522073269,
0.053589291870594025,
-0.027306683361530304,
0.09122772514820099,
0.030237635597586632,
-0.012590416707098484,
-0.003360397182404995,
-0.023429853841662407,
0.01409285981208086,
-0.04396884888410568,
0.06932146847248077,
0.07299064844846725,
-0.006519937887787819,
-0.001571053871884942,
0.02008780837059021,
-0.04674217104911804,
0.042278870940208435,
0.048169173300266266,
0.09549377858638763,
-0.04489515349268913,
-0.011039027944207191,
-0.06308891624212265,
-0.0376216396689415,
-0.06066586449742317,
0.027766209095716476,
-0.026470594108104706,
0.06746440380811691,
-0.06320429593324661,
0.0614750050008297,
0.004467331804335117,
0.0012634495506063104,
0.009002959355711937,
-0.09603646397590637,
0.04558054357767105,
0.02054888941347599,
-0.03853824734687805,
0.015131954103708267,
0.015006497502326965,
0.011922518722712994,
-0.02786342240869999,
-0.00537512544542551,
0.07315424084663391,
-0.059652846306562424,
-0.08321700990200043,
-0.10128960758447647,
0.030389832332730293,
-0.0392756313085556,
-0.025427009910345078,
-0.029935583472251892,
0.021978003904223442,
-0.0518956184387207,
-0.043306078761816025,
0.03712858259677887,
0.00010210547043243423,
-0.0032794673461467028,
-0.020422551780939102,
-0.02245386131107807,
-0.0038497322238981724,
-0.11074525117874146,
0.05757341906428337,
0.04639691486954689,
-0.06942488998174667,
0.06196604296565056,
0.10005412250757217,
0.029958948493003845,
-2.2780382025189283e-8,
-0.06540899723768234,
0.014593574218451977,
-0.07423745095729828,
0.017636703327298164,
0.06438005715608597,
-0.058672208338975906,
-0.001199838356114924,
0.05871782451868057,
-0.06667051464319229,
-0.12619352340698242,
-0.02663232758641243,
0.026789940893650055,
0.04835410788655281,
0.049118805676698685,
-0.007969504222273827,
-0.024830857291817665,
0.00186603341717273,
0.06693948060274124,
-0.006231238134205341,
0.02643412910401821,
-0.0461159348487854,
-0.04149568825960159,
-0.0000454573892056942,
-0.03414936736226082,
-0.04437728226184845,
0.03928649425506592,
-0.02245446853339672,
0.020882857963442802,
-0.0011424674885347486,
-0.009147102013230324,
0.03268325701355934,
0.04301445558667183,
0.06438230723142624,
0.0447501465678215,
0.0272232498973608,
-0.007245625369250774,
0.005138309206813574,
0.06398876011371613,
-0.021476108580827713,
-0.08396686613559723,
-0.043270260095596313,
0.043186288326978683,
-0.01588532328605652,
-0.004217717796564102,
-0.04953135550022125,
-0.08941667526960373,
-0.05870801955461502,
0.03346755728125572,
0.1043572723865509,
0.041736263781785965,
-0.006773293949663639,
0.058800023049116135,
0.011642099358141422,
-0.048039570450782776,
0.060537293553352356,
-0.0032746309880167246,
0.02542734146118164,
0.02070544846355915,
0.009189564734697342,
-0.018202850595116615,
0.06762968748807907,
-0.0919875055551529,
0.0006583215435966849,
0.05209352821111679
] | p | The recreate_collection function first tries to remove an existing collection with the same name. | [
"articles",
"articles/neural-search-tutorial"
] | 6,708 |
[
"Neural Search Tutorial - Qdrant",
"Upload data to Qdrant"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(34) | [
-0.03181174397468567,
-0.01808842271566391,
-0.0915558710694313,
0.03689265996217728,
0.09137079119682312,
-0.042847178876399994,
-0.021459301933646202,
0.021063553169369698,
0.049542028456926346,
-0.022114241495728493,
0.07003732025623322,
0.10268198698759079,
0.009904816746711731,
-0.07971407473087311,
-0.04847509786486626,
0.02098301239311695,
-0.01360202208161354,
-0.07724415510892868,
0.01774311624467373,
-0.07922689616680145,
0.021184708923101425,
-0.057037949562072754,
0.0534638948738575,
-0.059111736714839935,
0.006472675129771233,
-0.059599801898002625,
-0.05945233255624771,
0.06895487755537033,
0.007161774206906557,
0.004690587054938078,
-0.004919400438666344,
0.09542965143918991,
0.03628099337220192,
-0.025791671127080917,
0.041968923062086105,
0.07004343718290329,
0.051158513873815536,
0.06501185894012451,
-0.04557507857680321,
0.009526870213449001,
0.014147217385470867,
0.002609346527606249,
0.045088086277246475,
0.003950612153857946,
-0.055988624691963196,
-0.007374860811978579,
-0.1585911512374878,
-0.06642518937587738,
-0.014192411676049232,
-0.006435830146074295,
0.02062663622200489,
0.023536086082458496,
-0.022182829678058624,
0.008233033120632172,
0.06908611953258514,
0.06389565020799637,
-0.008740836754441261,
0.0034699863754212856,
-0.04878166690468788,
0.028943825513124466,
-0.015807416290044785,
0.04967595264315605,
-0.07792793214321136,
0.040180422365665436,
0.09300403296947479,
0.02765069156885147,
-0.012347077950835228,
-0.05368344113230705,
-0.004175622947514057,
-0.02954517863690853,
-0.10680098086595535,
0.030892884358763695,
-0.03903527185320854,
-0.004572921898216009,
-0.013414888642728329,
-0.030077621340751648,
-0.03989998623728752,
-0.03540133312344551,
-0.04605510085821152,
-0.0609283372759819,
-0.10789651423692703,
-0.027629174292087555,
0.006947752553969622,
0.048509955406188965,
0.09268392622470856,
0.1181129738688469,
0.04518483951687813,
-0.015254032798111439,
0.10275503993034363,
0.053762100636959076,
0.0016745536122471094,
-0.041911352425813675,
0.03659644350409508,
0.02280503138899803,
-0.09143542498350143,
0.06753060966730118,
-0.06401404738426208,
0.04385402798652649,
-0.019255613908171654,
0.05555720999836922,
-0.01493544690310955,
-0.06595113128423691,
0.022201701998710632,
0.007881831377744675,
-0.022143948823213577,
-0.06996234506368637,
0.055387407541275024,
-0.012219290249049664,
-0.002549706259742379,
-0.0163815189152956,
-0.049695998430252075,
0.025987306609749794,
0.020749589428305626,
-0.009874602779746056,
-0.031483981758356094,
0.020158199593424797,
0.029739415273070335,
0.011375575326383114,
0.05249149724841118,
0.05734189599752426,
0.13671806454658508,
-0.009666715748608112,
-0.037122491747140884,
-0.015539700165390968,
-0.002259863307699561,
-0.06927874684333801,
0.046613115817308426,
-3.223854603241557e-33,
0.014234415255486965,
-0.042665477842092514,
0.007723148912191391,
0.013351164758205414,
-0.014924046583473682,
-0.0231237281113863,
-0.028086069971323013,
0.029920481145381927,
-0.08327504992485046,
0.009736835956573486,
0.012671197764575481,
0.03780760243535042,
0.0023000407963991165,
0.014604074880480766,
-0.06975162774324417,
-0.039878107607364655,
0.010162395425140858,
0.14934062957763672,
-0.011724763549864292,
-0.050368551164865494,
0.036464035511016846,
-0.04259953275322914,
0.020508475601673126,
0.01912401057779789,
0.041777126491069794,
0.07447654008865356,
-0.020509835332632065,
0.032709673047065735,
0.02912650816142559,
0.041734613478183746,
-0.02422063983976841,
0.0338161401450634,
-0.14683087170124054,
-0.020346548408269882,
0.02725941687822342,
0.07391679286956787,
-0.08752740174531937,
-0.04730004072189331,
0.027340685948729515,
0.013237389735877514,
-0.018559439107775688,
-0.067237988114357,
0.004498519469052553,
0.006387393921613693,
-0.08053556084632874,
-0.06508426368236542,
-0.07531222701072693,
0.03584417700767517,
0.04778788611292839,
0.054547928273677826,
0.03364795073866844,
0.07408837974071503,
0.021216440945863724,
-0.041825152933597565,
0.06742054969072342,
-0.0034696224611252546,
-0.00529831275343895,
-0.04961037635803223,
0.010185567662119865,
0.016598330810666084,
-0.023587718605995178,
0.017622755840420723,
-0.00707600312307477,
-0.016443753615021706,
-0.010284013114869595,
0.05028294399380684,
0.0048752157017588615,
0.0035617577377706766,
0.015004369430243969,
0.052484892308712006,
-0.0160372294485569,
-0.0042757317423820496,
0.06205759197473526,
0.024229871109128,
0.026737039908766747,
-0.05719221383333206,
-0.03063858486711979,
-0.05133283883333206,
0.039256662130355835,
0.0014902605907991529,
0.06724271923303604,
-0.04210788756608963,
-0.07361894100904465,
-0.013466638512909412,
0.0006286341231316328,
-0.05120289698243141,
0.0651218369603157,
-0.06828222423791885,
-0.05754057317972183,
-0.016624562442302704,
0.06257707625627518,
-0.027514727786183357,
-0.02683589980006218,
-0.05024377629160881,
-0.03941774368286133,
1.9090210091636342e-33,
0.03952223062515259,
0.007042217999696732,
0.010636082850396633,
0.0919552743434906,
-0.05674225464463234,
-0.01811569184064865,
0.014726759865880013,
0.0126731526106596,
-0.0067048282362520695,
0.01542567927390337,
-0.01624242216348648,
0.02551521360874176,
-0.12687087059020996,
-0.028156444430351257,
0.09665684401988983,
0.03519994020462036,
-0.11282540112733841,
-0.08118303120136261,
0.006020238623023033,
-0.034571874886751175,
-0.05821850523352623,
0.09592255204916,
0.014211121946573257,
0.07486099004745483,
-0.03814427927136421,
-0.05006089061498642,
-0.040508933365345,
0.012609847821295261,
-0.09692621231079102,
-0.02316620573401451,
-0.021500954404473305,
0.02190626971423626,
-0.17892585694789886,
-0.004243811592459679,
0.025245003402233124,
0.035141319036483765,
0.06495782732963562,
0.05114195868372917,
0.032445285469293594,
0.0375707633793354,
0.013453284278512001,
0.04196339100599289,
-0.015320549719035625,
0.037560053169727325,
-0.04458385705947876,
0.046821724623441696,
0.05991431325674057,
0.0437907911837101,
0.0638919249176979,
0.025948133319616318,
0.03643648326396942,
-0.042574185878038406,
0.06269340217113495,
-0.06887570768594742,
-0.03422379493713379,
0.0408179871737957,
-0.026228034868836403,
-0.0030861259438097477,
-0.04350690916180611,
0.047886528074741364,
-0.022643905133008957,
-0.014447394758462906,
-0.009013200178742409,
-0.03645097836852074,
-0.05410323664546013,
-0.04191680625081062,
-0.04717685654759407,
0.030803170055150986,
0.03192939609289169,
-0.020411010831594467,
0.07717448472976685,
-0.07483041286468506,
0.013263057917356491,
-0.04909002035856247,
-0.10075706988573074,
-0.027829401195049286,
0.07892746478319168,
-0.07700113207101822,
-0.08705614507198334,
0.0931617021560669,
0.0025965054519474506,
-0.0033671811688691378,
0.024786995723843575,
-0.00020875906920991838,
-0.055397968739271164,
-0.021940093487501144,
-0.05802375450730324,
0.06906459480524063,
0.01960151083767414,
0.019026024267077446,
-0.06836410611867905,
0.06927777826786041,
0.059694208204746246,
0.06759585440158844,
-0.021258048713207245,
-2.7176122685546034e-8,
-0.06552749872207642,
-0.002031691838055849,
0.04845280572772026,
-0.0033320263028144836,
-0.035970669239759445,
0.009312904439866543,
0.03056463971734047,
0.0330217070877552,
-0.04084746167063713,
-0.06500933319330215,
0.15158942341804504,
-0.037596676498651505,
0.0022104019299149513,
0.07003405690193176,
0.008441479876637459,
0.01776832342147827,
0.06817533075809479,
-0.0034425246994942427,
-0.04574975371360779,
-0.003666251664981246,
-0.039753254503011703,
0.09768958389759064,
-0.009320256300270557,
0.034203458577394485,
-0.01906665228307247,
0.007742570247501135,
0.02542129158973694,
0.11055748164653778,
-0.049620844423770905,
-0.08792079240083694,
0.06081964820623398,
0.08613256365060806,
0.0523664765059948,
0.04140845313668251,
0.019572816789150238,
0.14890997111797333,
-0.026932885870337486,
-0.023273229598999023,
-0.015103211626410484,
-0.007179346866905689,
0.03296060115098953,
0.009767607785761356,
-0.047048214823007584,
0.059480179101228714,
0.009129626676440239,
0.035464126616716385,
0.04077484458684921,
-0.0027956669218838215,
-0.06065364181995392,
-0.05736932158470154,
-0.03308984637260437,
0.021574584767222404,
0.025272537022829056,
0.025309059768915176,
0.03827723115682602,
-0.0583752766251564,
0.06158576160669327,
-0.0203755684196949,
0.038701578974723816,
0.06685318797826767,
-0.06416299194097519,
0.09279376268386841,
0.047794099897146225,
-0.0662742629647255
] | p | This is useful if you are experimenting and running the script several times. | [
"articles",
"articles/neural-search-tutorial"
] | 6,709 |
[
"Neural Search Tutorial - Qdrant",
"Upload data to Qdrant"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(35) | [
0.043958161026239395,
0.024202900007367134,
-0.06941642612218857,
0.0024717978667467833,
0.0255129337310791,
-0.03375301510095596,
-0.09404465556144714,
0.04439700394868851,
-0.10687746107578278,
-0.0081911226734519,
0.01348487101495266,
0.07114671915769577,
-0.07217125594615936,
-0.021003663539886475,
-0.10983478277921677,
0.023067278787493706,
-0.02593694068491459,
0.01605144515633583,
-0.01860959455370903,
0.01434226706624031,
0.000005148323452885961,
-0.026947112753987312,
0.001836669398471713,
-0.04289114475250244,
0.06388983130455017,
-0.01095504779368639,
-0.020701799541711807,
0.041350867599248886,
0.050970129668712616,
-0.07126234471797943,
0.04834780842065811,
0.09742726385593414,
0.04893435910344124,
0.042943209409713745,
-0.05884501338005066,
0.022368652746081352,
0.037042129784822464,
-0.04060222581028938,
-0.021526308730244637,
0.0494387187063694,
0.070670947432518,
0.09582963585853577,
0.025249183177947998,
0.058626241981983185,
0.016518214717507362,
0.01994367502629757,
-0.01946316845715046,
0.01132671907544136,
-0.000523181224707514,
-0.07096391916275024,
-0.044026605784893036,
0.014745824970304966,
-0.07533951103687286,
0.03244445100426674,
-0.02238384075462818,
-0.10267431288957596,
-0.04337720572948456,
-0.051972899585962296,
-0.0249770600348711,
0.025947917252779007,
-0.0660451352596283,
0.015146132558584213,
0.053665891289711,
0.023103605955839157,
-0.023233553394675255,
0.035633303225040436,
0.053763631731271744,
-0.03321096673607826,
-0.03173193335533142,
0.07299654930830002,
-0.050324056297540665,
0.01602426916360855,
-0.12946264445781708,
0.10035710781812668,
-0.018229519948363304,
0.05395975336432457,
-0.019353345036506653,
0.01653756946325302,
-0.015338570810854435,
-0.03400652855634689,
-0.07065002620220184,
0.05710122361779213,
-0.04388923570513725,
-0.032865479588508606,
0.11457687616348267,
0.07965073734521866,
0.043977972120046616,
-0.05936281755566597,
0.0833803340792656,
0.0009704222902655602,
0.05189011991024017,
0.04144188016653061,
-0.08141409605741501,
0.03323785588145256,
0.006958121433854103,
-0.016199152916669846,
0.0531824566423893,
-0.061520203948020935,
0.01973988488316536,
0.0073613496497273445,
0.0522090382874012,
-0.05634258687496185,
0.07659131288528442,
0.16737866401672363,
-0.02473931945860386,
0.0012541968608275056,
0.07836777716875076,
0.06152825802564621,
0.04083580523729324,
-0.034601159393787384,
0.014614141546189785,
0.08133767545223236,
-0.026781538501381874,
-0.017382273450493813,
0.061734575778245926,
0.03479654714465141,
-0.011979381553828716,
0.014607497490942478,
0.06576963514089584,
0.002181820571422577,
0.010314458049833775,
-0.006632431410253048,
-0.06416070461273193,
-0.009094778448343277,
-0.07791300863027573,
0.018225738778710365,
-0.040103353559970856,
-4.779887883164705e-34,
-0.07306032627820969,
0.04948760196566582,
0.013407035730779171,
0.06746111810207367,
-0.07090095430612564,
0.06998613476753235,
0.00048807988059706986,
0.017795972526073456,
0.000489856640342623,
0.02239014208316803,
-0.1517985612154007,
0.01883435994386673,
0.027692481875419617,
0.058273013681173325,
0.058561284095048904,
-0.005437653046101332,
0.05124659463763237,
0.12188656628131866,
-0.035221610218286514,
-0.0760687068104744,
0.09257170557975769,
-0.0808037742972374,
0.001593855326063931,
-0.018376464024186134,
0.023235127329826355,
-0.04199370741844177,
0.04120742529630661,
-0.041180942207574844,
-0.05862901359796524,
0.005851993802934885,
-0.04625824838876724,
-0.021160421893000603,
0.008635438047349453,
0.024563252925872803,
0.027273621410131454,
0.002083537867292762,
-0.05606622248888016,
-0.016342220827937126,
0.0019449637038633227,
-0.053436435759067535,
0.03891737014055252,
0.0030798777006566525,
0.011599882505834103,
-0.06647244840860367,
-0.05319799482822418,
-0.024579890072345734,
0.029978739097714424,
0.003874958259984851,
-0.0364513099193573,
-0.025219939649105072,
0.005713615566492081,
0.030889196321368217,
0.051672063767910004,
0.03763767331838608,
0.046947889029979706,
-0.007919609546661377,
0.022467024624347687,
0.0006601547356694937,
-0.0013697340618818998,
0.044162195175886154,
-0.07906902581453323,
-0.01397031918168068,
0.04320186376571655,
-0.0027533352840691805,
-0.017115680500864983,
0.023886246606707573,
-0.012310140766203403,
-0.0037720962427556515,
-0.0008776021422818303,
0.04386065900325775,
0.028923800215125084,
0.04203290492296219,
-0.008598234504461288,
0.007098567672073841,
-0.04252752661705017,
-0.03309793025255203,
0.0025413644034415483,
-0.04881719872355461,
-0.016737008467316628,
0.0222591832280159,
-0.11565195024013519,
0.008111124858260155,
0.031597431749105453,
-0.10126064717769623,
-0.032847143709659576,
-0.14184366166591644,
0.07924675941467285,
-0.05189235880970955,
-0.06363624334335327,
-0.024304846301674843,
-0.0308611411601305,
0.02720891498029232,
0.03271481394767761,
-0.027465695515275,
-0.10379818826913834,
9.980308870336083e-34,
-0.0701015368103981,
-0.049300145357847214,
0.02759036049246788,
0.09098146855831146,
-0.0858970656991005,
-0.010036364197731018,
0.04355186969041824,
0.05705811083316803,
-0.08098917454481125,
-0.037904463708400726,
0.01527995616197586,
-0.023063529282808304,
0.02890029177069664,
-0.059867821633815765,
0.06841456145048141,
0.05052829906344414,
-0.10177043080329895,
-0.02745130844414234,
0.022140592336654663,
-0.011114118620753288,
-0.06579860299825668,
0.0602923147380352,
0.08031342178583145,
0.07441703230142593,
0.03210717812180519,
-0.027241045609116554,
0.01741991937160492,
-0.020956169813871384,
-0.04353225976228714,
-0.058894481509923935,
-0.03508312255144119,
-0.0347449891269207,
-0.10412956774234772,
0.09498640149831772,
0.01809355802834034,
-0.02113479934632778,
0.025025056675076485,
0.018289636820554733,
0.04421288147568703,
0.10248506814241409,
0.016720343381166458,
0.09862368553876877,
-0.05860482156276703,
-0.03231175243854523,
-0.03462405130267143,
0.045407865196466446,
0.10281149297952652,
0.000050478196499170735,
0.07923892885446548,
0.0017914458876475692,
0.03482331335544586,
0.009809521026909351,
0.07742127031087875,
0.04482240229845047,
0.04570646584033966,
0.06787795573472977,
-0.07088234275579453,
0.04773364216089249,
0.06711514294147491,
-0.04538869112730026,
-0.023664817214012146,
-0.05383112654089928,
-0.018391931429505348,
-0.0633019208908081,
-0.014492716640233994,
-0.0332840271294117,
-0.028993185609579086,
-0.014075884595513344,
-0.031128043308854103,
0.05347505211830139,
0.005783961620181799,
0.025792650878429413,
0.02965502068400383,
0.08291836827993393,
-0.16096745431423187,
-0.03910505026578903,
0.10431691259145737,
0.011344989761710167,
0.0011628116481006145,
-0.000041294922993984073,
-0.03291758522391319,
0.035647377371788025,
0.06308703869581223,
0.046478450298309326,
-0.021302398294210434,
0.08047664910554886,
0.01626702770590782,
-0.02491801232099533,
-0.0028130400460213423,
0.038636110723018646,
-0.05142710357904434,
0.0692499503493309,
-0.011124471202492714,
0.055196747183799744,
0.017287498340010643,
-1.6235297550792893e-8,
-0.008315326645970345,
-0.041528694331645966,
-0.00259545911103487,
0.007069319486618042,
0.08574281632900238,
-0.04228254407644272,
0.02308376133441925,
0.052351757884025574,
-0.04163861647248268,
0.034910913556814194,
0.05763162672519684,
-0.0487816296517849,
-0.044016994535923004,
0.022622209042310715,
0.05797171965241432,
-0.09581015259027481,
-0.011840958148241043,
-0.004937407094985247,
-0.047031160444021225,
-0.0780102089047432,
-0.004309604875743389,
0.026889249682426453,
-0.03896442800760269,
0.03508637100458145,
0.036762528121471405,
-0.07193844765424728,
0.04245682805776596,
0.10191960632801056,
0.04200166463851929,
-0.06358752399682999,
0.026359256356954575,
0.02232304774224758,
-0.009366373531520367,
0.010261492803692818,
0.005916749592870474,
0.09600669145584106,
-0.07668283581733704,
0.07156483829021454,
0.021864624693989754,
0.006966092623770237,
-0.07703252136707306,
0.0578385666012764,
0.05325598269701004,
0.0012413535732775927,
0.04082974046468735,
0.023368319496512413,
-0.0449540913105011,
-0.029836004599928856,
-0.052984606474637985,
0.004745697136968374,
0.07440327852964401,
0.0025679932441562414,
-0.0211926382035017,
0.08708667010068893,
-0.0009772722842171788,
-0.0382683090865612,
-0.01187794841825962,
-0.0032820843625813723,
0.029073508456349373,
-0.018569881096482277,
-0.05017279461026192,
0.007635785732418299,
-0.06666921079158783,
-0.025118978694081306
] | p | The vector_size parameter is very important. | [
"articles",
"articles/neural-search-tutorial"
] | 6,710 |
[
"Neural Search Tutorial - Qdrant",
"Upload data to Qdrant"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(35) | [
-0.042787931859493256,
0.005726281553506851,
-0.07540059089660645,
-0.03421667590737343,
-0.007487103343009949,
0.00007655642548343167,
0.0108345253393054,
0.01753927953541279,
0.040507856756448746,
-0.04955948889255524,
0.0233662948012352,
0.09538531303405762,
-0.013953250832855701,
-0.02312302775681019,
-0.10036418586969376,
-0.022590750828385353,
0.061649102717638016,
-0.047056570649147034,
0.00064525764901191,
0.022048896178603172,
0.07821128517389297,
0.03259666636586189,
-0.04557531699538231,
-0.0043167127296328545,
-0.00013772860984317958,
0.041337382048368454,
-0.08539308607578278,
-0.010615814477205276,
0.04330449551343918,
-0.026318788528442383,
0.033401500433683395,
0.07079005241394043,
0.08381088823080063,
0.0730612501502037,
-0.038123831152915955,
0.009205040521919727,
0.06104017049074173,
-0.010876799933612347,
-0.03663733974099159,
0.056449420750141144,
0.034148920327425,
0.040518101304769516,
-0.027853110805153847,
0.06579853594303131,
0.011415175162255764,
0.06354453414678574,
-0.05395824834704399,
0.0014776544412598014,
-0.023127470165491104,
-0.021177979186177254,
0.006939226295799017,
-0.009063937701284885,
-0.053436800837516785,
0.10555754601955414,
0.01163580734282732,
-0.03922325745224953,
-0.07192705571651459,
-0.019211597740650177,
-0.04734986275434494,
0.03423326089978218,
-0.04800483211874962,
-0.05460694432258606,
0.015019165351986885,
0.042038772255182266,
0.06894801557064056,
-0.05594652518630028,
0.007397250737994909,
0.007058626040816307,
-0.06855787336826324,
-0.11324289441108704,
-0.028827596455812454,
0.059299834072589874,
-0.03717995434999466,
0.0483437143266201,
-0.014071897603571415,
0.04720243811607361,
0.049059994518756866,
0.02945483848452568,
0.04652330279350281,
-0.08418799936771393,
-0.05218468979001045,
0.042700864374637604,
-0.02550310268998146,
0.03871979936957359,
0.055499639362096786,
0.04391644522547722,
0.024081381037831306,
-0.10178694128990173,
0.08545421063899994,
0.01985783688724041,
0.007947573438286781,
-0.0411832295358181,
-0.03402417525649071,
0.03427881374955177,
-0.03258252143859863,
0.009518393315374851,
0.002315646270290017,
-0.04504537954926491,
-0.002262606518343091,
-0.01850120536983013,
0.07306136190891266,
0.0047213248908519745,
0.08681237697601318,
0.040379300713539124,
-0.06452199071645737,
-0.07394471764564514,
-0.03764931485056877,
0.04451632499694824,
0.047101881355047226,
0.0044944570399820805,
0.04703212529420853,
0.03311697393655777,
-0.048048023134469986,
0.006295559927821159,
-0.028176946565508842,
0.016803642734885216,
-0.008717367425560951,
0.011808540672063828,
0.08331206440925598,
-0.023542247712612152,
0.033368658274412155,
0.008007791824638844,
-0.011921900324523449,
-0.055998243391513824,
-0.07405859231948853,
0.06155915930867195,
0.05003996565937996,
-4.839842319489465e-33,
-0.0741315633058548,
-0.028932904824614525,
0.04003915563225746,
0.02986200340092182,
-0.0342036709189415,
0.03584134206175804,
-0.04754612594842911,
0.03532090783119202,
0.020391257479786873,
0.09176243841648102,
-0.10542427003383636,
0.11753891408443451,
0.05832201987504959,
0.0842152088880539,
0.028512325137853622,
0.0012684306129813194,
0.02420676499605179,
0.07136835902929306,
0.00993598997592926,
-0.10381169617176056,
-0.005500324536114931,
-0.009302188642323017,
0.03265615925192833,
-0.015604098327457905,
0.0665624588727951,
-0.05151309445500374,
-0.04050302878022194,
-0.0002658927987795323,
-0.058322105556726456,
0.009481689892709255,
0.04785700887441635,
-0.0014407342532649636,
-0.009114698506891727,
0.034383051097393036,
0.0616724006831646,
0.05789225175976753,
-0.010822354815900326,
-0.09248209744691849,
-0.011105596087872982,
-0.0700390487909317,
0.04393855482339859,
-0.023910949006676674,
-0.038785096257925034,
-0.020698780193924904,
-0.14078018069267273,
-0.008909955620765686,
-0.0025127967819571495,
-0.03334522619843483,
-0.004583687987178564,
0.05150378495454788,
0.046729352325201035,
0.032231878489255905,
-0.002692332025617361,
0.028680002316832542,
0.0822562426328659,
0.058598194271326065,
0.044238243252038956,
0.03910187631845474,
0.00923478975892067,
0.019183440133929253,
-0.05865950137376785,
-0.05559450387954712,
0.07678607851266861,
0.04533946141600609,
0.03194331005215645,
0.0062666283920407295,
-0.02283782884478569,
-0.03900374844670296,
0.03863031789660454,
0.05701380968093872,
0.0026846909895539284,
0.04118257761001587,
0.03808693587779999,
0.03788556531071663,
-0.04097352549433708,
-0.05043547973036766,
0.025698108598589897,
-0.045121606439352036,
-0.031618788838386536,
0.03575343266129494,
-0.10218150913715363,
-0.012035002000629902,
-0.014384686946868896,
0.0420105904340744,
-0.059260860085487366,
-0.010715094394981861,
0.047558147460222244,
-0.07745019346475601,
-0.030618995428085327,
-0.059481218457221985,
-0.009495837613940239,
0.039797838777303696,
-0.06005125492811203,
0.044940028339624405,
-0.0744655653834343,
2.829114967698794e-33,
-0.06677637249231339,
-0.0030197976157069206,
-0.04231717437505722,
0.025685720145702362,
-0.06629263609647751,
-0.07953978329896927,
0.03614438325166702,
0.07568292319774628,
-0.03398330137133598,
0.028182605281472206,
0.0075103240087628365,
-0.011792869307100773,
-0.05973184108734131,
-0.0017743540229275823,
0.06051337718963623,
0.05464671552181244,
-0.0721907690167427,
-0.084070585668087,
-0.02323296293616295,
0.014108642935752869,
-0.06193387508392334,
-0.02824489027261734,
0.09296968579292297,
0.017069045454263687,
-0.0067911455407738686,
-0.01686161197721958,
0.039035290479660034,
-0.09242239594459534,
-0.044693492352962494,
-0.10938400775194168,
0.06623108685016632,
-0.14490336179733276,
-0.04362553358078003,
0.0680551826953888,
-0.04827071353793144,
-0.0484895221889019,
0.06941816210746765,
-0.008806347846984863,
0.04843270778656006,
0.015956122428178787,
-0.020620308816432953,
0.00018341596296522766,
-0.05278020724654198,
0.017195429652929306,
-0.05528002232313156,
-0.03684332221746445,
0.05149930343031883,
0.015871305018663406,
0.07311178743839264,
-0.014284933917224407,
0.014981860294938087,
0.014438713900744915,
0.05647643655538559,
0.13887187838554382,
-0.009081504307687283,
0.019763533025979996,
-0.030387941747903824,
0.01539865043014288,
0.05656525492668152,
-0.03726227581501007,
0.0845312625169754,
-0.0676005482673645,
-0.039170246571302414,
0.06488795578479767,
0.01202793512493372,
-0.0316922590136528,
0.020702913403511047,
-0.04007725790143013,
-0.058291129767894745,
0.020782625302672386,
0.050349071621894836,
-0.004090081434696913,
0.00520216254517436,
0.006882909685373306,
-0.1463090181350708,
-0.05369780212640762,
0.07810031622648239,
-0.09530582278966904,
-0.034381404519081116,
-0.013540792278945446,
-0.06393157690763474,
-0.033777713775634766,
0.03096323274075985,
0.0624249242246151,
-0.0020703086629509926,
-0.02971433661878109,
0.0949949100613594,
0.00547399278730154,
-0.011588848195970058,
0.06425710022449493,
-0.008126841858029366,
0.02278471179306507,
-0.08575832098722458,
0.057027529925107956,
-0.02040841244161129,
-1.6164111826810768e-8,
-0.10813490301370621,
-0.05468170717358589,
-0.049500055611133575,
-0.04955891892313957,
0.022480130195617676,
-0.040200646966695786,
0.030793488025665283,
0.06291903555393219,
-0.043647509068250656,
0.07158415764570236,
0.08739949017763138,
-0.0485311821103096,
-0.07328668236732483,
-0.023986773565411568,
0.1292392760515213,
-0.012859761714935303,
-0.004210557788610458,
-0.044906746596097946,
-0.040505025535821915,
0.008433032780885696,
0.0236979853361845,
0.009838239289820194,
0.012307212688028812,
-0.010770035907626152,
-0.0039421673864126205,
-0.011399989016354084,
0.07399115711450577,
0.10942034423351288,
0.08814719319343567,
-0.020405221730470657,
-0.002806618344038725,
0.07174070924520493,
0.08407881110906601,
-0.02834281697869301,
-0.02079010009765625,
0.13886535167694092,
-0.087098628282547,
0.002995648654177785,
0.04577565938234329,
0.06232815235853195,
-0.06627662479877472,
-0.013198817148804665,
0.009419509209692478,
0.0023479692172259092,
0.04228954017162323,
0.06587210297584534,
-0.06928972154855728,
0.03302892670035362,
-0.010107364505529404,
-0.02453875169157982,
0.015563564375042915,
0.013055520132184029,
0.007924801670014858,
0.08290620893239975,
-0.01946207694709301,
-0.022427910938858986,
0.016793951392173767,
-0.11100471764802933,
0.04935624450445175,
0.04859570786356926,
-0.06404051929712296,
0.014738294295966625,
-0.04066532477736473,
-0.05093401297926903
] | p | It tells the service the size of the vectors in that collection. | [
"articles",
"articles/neural-search-tutorial"
] | 6,711 |
[
"Neural Search Tutorial - Qdrant",
"Upload data to Qdrant"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(35) | [
0.05041191726922989,
0.014568555168807507,
-0.09691723436117172,
-0.09279073029756546,
-0.011722751893103123,
-0.009321949444711208,
-0.08692825585603714,
-0.003765808418393135,
0.04831559211015701,
-0.04758383333683014,
0.037988319993019104,
0.02735634706914425,
0.016838999465107918,
-0.0018586093792691827,
-0.1116277277469635,
-0.024267181754112244,
-0.01379835419356823,
-0.012705106288194656,
-0.01080264151096344,
0.10911825299263,
0.04822540283203125,
-0.024078376591205597,
0.024379374459385872,
0.028423985466361046,
0.06308268755674362,
0.07420166581869125,
0.019300347194075584,
-0.05752072110772133,
0.0011367915431037545,
0.0008360155625268817,
0.01763005182147026,
-0.0051746550016105175,
0.040200576186180115,
0.027710797265172005,
-0.010317171923816204,
-0.010240289382636547,
-0.001630669692531228,
0.029169082641601562,
-0.012154274620115757,
0.014788833446800709,
0.033931486308574677,
0.13569363951683044,
-0.009298264980316162,
0.05149314925074577,
-0.024411343038082123,
0.07918716967105865,
-0.08451718091964722,
0.03094160556793213,
0.04941273108124733,
-0.08369798958301544,
-0.05603162571787834,
0.060928825289011,
-0.044355183839797974,
0.04950037971138954,
-0.006517741829156876,
0.01160789467394352,
-0.027594441547989845,
-0.04972722753882408,
-0.005089318845421076,
-0.05765613541007042,
-0.009603315033018589,
-0.06856700778007507,
0.03927873075008392,
-0.031771570444107056,
0.012142308056354523,
-0.03172893822193146,
0.007870255038142204,
0.06362880766391754,
-0.08051911741495132,
0.029084462672472,
-0.024541102349758148,
0.06281735002994537,
-0.030933614820241928,
0.08859837800264359,
0.02027745172381401,
0.0642504170536995,
0.048122502863407135,
0.03849161043763161,
0.022648798301815987,
0.029971998184919357,
-0.09240905940532684,
0.00807639118283987,
-0.01938023418188095,
-0.04586145281791687,
0.05429317057132721,
0.02481870912015438,
0.035490281879901886,
-0.06129640340805054,
0.0649561733007431,
0.013252023607492447,
0.0052605741657316685,
-0.010721005499362946,
0.00800574105232954,
0.02857513725757599,
-0.011007009074091911,
-0.09812837839126587,
0.07003706693649292,
0.03627076745033264,
0.03962523862719536,
-0.05436033383011818,
0.08961689472198486,
-0.0152070801705122,
-0.0015253345482051373,
0.010026853531599045,
-0.06561186164617538,
0.08104207366704941,
-0.03912673890590668,
-0.06698232889175415,
0.08850281685590744,
-0.05439741536974907,
0.07790012657642365,
-0.056133050471544266,
-0.008132626302540302,
0.07466764748096466,
0.0024182568304240704,
-0.016125662252306938,
-0.04395303502678871,
0.054134298115968704,
0.03470039740204811,
-0.005205029156059027,
-0.013016409240663052,
0.008009808138012886,
0.02201792411506176,
0.019635744392871857,
-0.01398489996790886,
-0.008553127758204937,
0.02344069629907608,
-2.5571031871956166e-33,
-0.03057761676609516,
-0.017472824081778526,
0.03839094564318657,
0.0804695188999176,
-0.047347936779260635,
0.03961222991347313,
-0.0760253369808197,
0.0543995164334774,
0.03224746882915497,
0.02158428356051445,
-0.08911038190126419,
0.051721494644880295,
0.1231810599565506,
0.014829986728727818,
0.09253095835447311,
0.044324275106191635,
0.07632212340831757,
0.007020964287221432,
-0.02016594633460045,
-0.09057862311601639,
-0.010921611450612545,
-0.12052124738693237,
0.044988833367824554,
-0.04084504768252373,
-0.09012594819068909,
-0.07152102887630463,
-0.02425273135304451,
-0.016028249636292458,
-0.05697673559188843,
-0.02012396603822708,
-0.10840052366256714,
-0.002450248459354043,
0.05661838501691818,
0.07838316261768341,
0.06083238124847412,
0.03449993208050728,
0.05161005258560181,
-0.06906266510486603,
0.0254625603556633,
-0.06900302320718765,
0.05782491713762283,
-0.022268056869506836,
0.02217932976782322,
-0.0328749418258667,
-0.05134463310241699,
0.021476618945598602,
0.03198213875293732,
-0.03246099501848221,
-0.040523920208215714,
0.07246098667383194,
-0.0034596489276736975,
0.013389633037149906,
-0.056933432817459106,
0.028153736144304276,
0.08707984536886215,
0.021439803764224052,
-0.026233209297060966,
0.022897319868206978,
0.06383434683084488,
0.10683184862136841,
-0.07712671905755997,
0.05210121348500252,
0.11860113590955734,
0.059024613350629807,
0.07146603614091873,
-0.014618612825870514,
-0.0853060781955719,
0.025464000180363655,
0.004097971599549055,
0.04786286503076553,
0.042848099023103714,
0.0020068525336682796,
-0.014310854487121105,
0.03351958096027374,
-0.03544921427965164,
-0.09135652333498001,
0.05595367029309273,
-0.08880478888750076,
-0.017140405252575874,
0.0207177996635437,
-0.06834161281585693,
0.031008245423436165,
-0.031556013971567154,
-0.056508008390665054,
-0.10414474457502365,
-0.017913904041051865,
0.042528752237558365,
-0.04652705788612366,
-0.0003344268770888448,
-0.00010026251402450725,
-0.005822593811899424,
0.0012939181178808212,
0.016269272193312645,
-0.04705192893743515,
-0.03657764196395874,
4.697073846971794e-34,
-0.0010609629098325968,
-0.007639982271939516,
0.026852117851376534,
-0.018231362104415894,
0.00006961740291444585,
-0.05405556410551071,
0.07259178161621094,
0.030388057231903076,
-0.04085994511842728,
-0.011684028431773186,
-0.016201278194785118,
-0.04240196943283081,
-0.02890375815331936,
-0.036986831575632095,
0.04801378399133682,
0.11102919280529022,
-0.004386225715279579,
-0.09358873963356018,
-0.032385069876909256,
-0.039234459400177,
0.013036503456532955,
-0.10138276219367981,
0.06055053696036339,
0.015354553237557411,
-0.011551199480891228,
-0.030130770057439804,
0.058565836399793625,
-0.11735918372869492,
-0.05965080484747887,
-0.07337208092212677,
0.09346292167901993,
-0.06180369108915329,
-0.02973908744752407,
0.037199340760707855,
0.012365855276584625,
-0.05652439966797829,
-0.01870395429432392,
-0.03898954018950462,
0.04950026422739029,
0.005084001459181309,
-0.02534155547618866,
0.029547104611992836,
-0.017669782042503357,
-0.02100052312016487,
0.004297303035855293,
0.0066225710324943066,
0.04826902598142624,
-0.011047959327697754,
0.056305255740880966,
0.015173256397247314,
0.016085252165794373,
0.016544712707400322,
0.05687176436185837,
0.06570753455162048,
0.05447139963507652,
0.004059608094394207,
-0.05453285947442055,
0.04778062179684639,
0.11553632467985153,
-0.05234336480498314,
0.0206344835460186,
-0.05082663521170616,
0.011564547196030617,
0.021170789375901222,
0.059162694960832596,
0.005358960945159197,
0.022368527948856354,
0.07077354192733765,
-0.023340124636888504,
-0.0001541002857265994,
0.03526678681373596,
0.017118174582719803,
-0.014687818475067616,
-0.03033149056136608,
-0.13409340381622314,
-0.00788660254329443,
0.06115466728806496,
-0.07121173292398453,
0.011154448613524437,
-0.020021667703986168,
-0.04017149657011032,
0.019078532233834267,
0.05778980255126953,
-0.009632082656025887,
-0.038976918905973434,
0.06114406883716583,
0.09785779565572739,
-0.005105245392769575,
-0.08106904476881027,
0.0668817013502121,
0.021219877526164055,
0.03575582057237625,
0.1132279559969902,
-0.05893930420279503,
0.05600908398628235,
-2.401494469950194e-8,
-0.13346777856349945,
-0.07939239591360092,
-0.04363524168729782,
-0.03310899809002876,
0.012495525181293488,
-0.025117957964539528,
0.05740717053413391,
0.036770034581422806,
-0.07427337020635605,
0.03969678655266762,
0.008115042932331562,
-0.023887917399406433,
-0.03296339139342308,
0.0903949961066246,
0.01954098418354988,
-0.09126072376966476,
-0.06608216464519501,
-0.0775056928396225,
0.006118202582001686,
0.05760924890637398,
-0.016994642093777657,
0.003983544185757637,
-0.0022358642891049385,
0.06221386417746544,
-0.03239534795284271,
-0.016450176015496254,
-0.008803866803646088,
0.010515672154724598,
0.12615375220775604,
-0.04136592894792557,
-0.009395083412528038,
0.029660291969776154,
0.07319119572639465,
-0.03638297691941261,
0.05341378226876259,
-0.019759342074394226,
-0.03643015772104263,
0.07280390709638596,
-0.02395140565931797,
0.0017708793748170137,
-0.1320529282093048,
-0.03698961064219475,
0.033556804060935974,
-0.010524913668632507,
0.012682255357503891,
-0.017307091504335403,
-0.012377544306218624,
-0.02491813339293003,
-0.01647709310054779,
-0.024593506008386612,
-0.00342279439792037,
0.05860147252678871,
0.0005808824207633734,
-0.018953394144773483,
0.050390683114528656,
-0.04621127247810364,
-0.06329500675201416,
-0.09415413439273834,
0.025452133268117905,
-0.054954975843429565,
-0.05702466145157814,
-0.06120987609028816,
-0.061418067663908005,
0.007648207247257233
] | p | All vectors in a collection must have the same size, otherwise, it is impossible to calculate the distance between them. | [
"articles",
"articles/neural-search-tutorial"
] | 6,712 |
[
"Neural Search Tutorial - Qdrant",
"Upload data to Qdrant"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(35) | [
0.02616378851234913,
-0.04028141126036644,
-0.07845336198806763,
-0.06552094221115112,
-0.054065726697444916,
0.011360934004187584,
-0.0564599484205246,
-0.003778244601562619,
-0.036542873829603195,
-0.05026354268193245,
0.04608386382460594,
-0.011800054460763931,
-0.0003308078448753804,
-0.06770116090774536,
-0.11541426926851273,
0.04788742959499359,
-0.0798845887184143,
0.013189146295189857,
-0.05871208384633064,
-0.07149085402488708,
0.04346926882863045,
0.03567099943757057,
-0.06897170096635818,
0.03788096830248833,
0.06773103028535843,
0.046223077923059464,
0.0495796836912632,
0.01747812144458294,
0.06127564609050751,
-0.03545320779085159,
0.01764552854001522,
0.0646391436457634,
0.1119806319475174,
0.016929540783166885,
-0.028837531805038452,
-0.015107689425349236,
-0.05953118950128555,
-0.07737181335687637,
0.0320136621594429,
0.031546883285045624,
0.06421977281570435,
0.03493128716945648,
0.025048980489373207,
0.09270274639129639,
-0.06917418539524078,
-0.00603396724909544,
-0.011301198042929173,
-0.044020287692546844,
-0.02522757276892662,
-0.06342813372612,
0.053040340542793274,
0.11715266108512878,
-0.05446236580610275,
0.043258827179670334,
-0.036369889974594116,
-0.10863904654979706,
-0.04823513701558113,
-0.008266083896160126,
-0.041106678545475006,
0.028339819982647896,
-0.00023360080376733094,
0.011249102652072906,
0.017483320087194443,
-0.012462594546377659,
0.07395583391189575,
-0.03296459838747978,
0.021827135235071182,
-0.05233142152428627,
-0.10666085034608841,
-0.019909920170903206,
-0.022696683183312416,
0.013659526593983173,
-0.015163778327405453,
0.018670760095119476,
0.06310072541236877,
-0.043112169951200485,
-0.014576674439013004,
-0.026057474315166473,
0.0642462968826294,
0.0059190066531300545,
0.05156709626317024,
-0.0012055330444127321,
0.0079653887078166,
0.04427562654018402,
0.05171472579240799,
0.019808338955044746,
0.017078204080462456,
0.010558662004768848,
0.042178865522146225,
0.03086778335273266,
-0.055294327437877655,
-0.053509317338466644,
-0.1027832105755806,
0.04011078178882599,
-0.01255437359213829,
0.02483915537595749,
0.051617830991744995,
0.026992620900273323,
0.08109595626592636,
-0.047162991017103195,
-0.0033753670286387205,
-0.037586890161037445,
-0.003519157413393259,
-0.007733986247330904,
0.03936772048473358,
0.025920666754245758,
0.1375613808631897,
0.11159271746873856,
0.025377726182341576,
-0.06458563357591629,
0.003935250453650951,
-0.03469405323266983,
0.011408763006329536,
0.01306739542633295,
0.09377666562795639,
-0.0026610526256263256,
-0.028106017038226128,
0.026088515296578407,
0.07086358964443207,
-0.05536782369017601,
0.011118469759821892,
0.040720779448747635,
-0.004361235070973635,
-0.03492599353194237,
0.002314908429980278,
-0.034389760345220566,
-0.07715286314487457,
-1.9310130390995807e-33,
-0.02435716800391674,
0.04562573507428169,
0.029822980985045433,
-0.0019509003031998873,
-0.03279212489724159,
0.02916732057929039,
-0.021359575912356377,
0.025037001818418503,
0.038351740688085556,
0.09014308452606201,
-0.10855145007371902,
-0.06112632527947426,
0.05235597863793373,
0.08169666677713394,
0.048299673944711685,
0.0365874245762825,
0.0006892424426041543,
0.059202007949352264,
-0.056357137858867645,
-0.013199159875512123,
0.04583136737346649,
0.1057053953409195,
-0.0758780837059021,
-0.01312806736677885,
-0.02755374275147915,
0.05084807798266411,
-0.019765665754675865,
-0.041708413511514664,
-0.010115616954863071,
0.004818637855350971,
-0.044386137276887894,
0.04434753954410553,
-0.03691107779741287,
-0.10510561615228653,
0.03207068890333176,
-0.023649269714951515,
0.04835745319724083,
0.057228341698646545,
-0.047509174793958664,
-0.03408605977892876,
0.043462734669446945,
0.05025516450405121,
0.018029557541012764,
-0.07533416152000427,
-0.04603962600231171,
-0.011806256137788296,
0.03224557265639305,
-0.0553230345249176,
0.002654018811881542,
0.08329538255929947,
0.012515384703874588,
0.022136220708489418,
0.03910164162516594,
-0.034268371760845184,
0.06070645898580551,
-0.08769438415765762,
0.07403477281332016,
0.03117169253528118,
0.008616006933152676,
0.12337830662727356,
-0.01155839953571558,
-0.02414189651608467,
0.05874588340520859,
-0.020594317466020584,
0.04521090164780617,
-0.03864862024784088,
-0.010103284381330013,
-0.08737023174762726,
-0.019516596570611,
0.01774885691702366,
-0.062030453234910965,
0.023465847596526146,
0.047887761145830154,
-0.09890943765640259,
-0.003873491194099188,
-0.030504941940307617,
-0.009102516807615757,
-0.03398140147328377,
-0.0007493727025575936,
0.010553098283708096,
-0.08545558154582977,
0.05192508548498154,
-0.052949659526348114,
-0.04738636314868927,
-0.04023631662130356,
-0.014318831264972687,
-0.007134731393307447,
-0.06035967171192169,
-0.007082403637468815,
0.0400429330766201,
0.01413074228912592,
-0.05050380527973175,
-0.004329747054725885,
-0.04509522765874863,
-0.06528671085834503,
6.6259034971502185e-34,
-0.009782583452761173,
0.08160582929849625,
-0.0249171182513237,
0.03335299715399742,
-0.09279834479093552,
-0.03275187313556671,
0.05490913242101669,
0.11435673385858536,
-0.04434088617563248,
0.009528874419629574,
0.11793417483568192,
0.003427564399316907,
0.03399734944105148,
0.03658601641654968,
0.07928025722503662,
0.03845198452472687,
-0.050949495285749435,
-0.05401967093348503,
-0.02888563647866249,
-0.03695793077349663,
0.04860936850309372,
0.08591950684785843,
-0.0001450948475394398,
0.07812848687171936,
0.05897899344563484,
0.04128541052341461,
0.042114198207855225,
-0.02575160190463066,
0.08547578752040863,
0.0029419155325740576,
-0.04402003064751625,
-0.1040986105799675,
0.019893966615200043,
0.08011645823717117,
-0.11553090810775757,
-0.047974593937397,
0.10270737111568451,
-0.009819240309298038,
0.01040166150778532,
0.011879462748765945,
0.0029230767395347357,
-0.00575160002335906,
0.00326319201849401,
0.11304590106010437,
-0.01625032164156437,
-0.0077590132132172585,
0.09184952825307846,
0.004991727415472269,
0.08552747219800949,
-0.004788339138031006,
0.09991862624883652,
0.035445645451545715,
-0.01742727868258953,
0.02444535866379738,
-0.0064972080290317535,
-0.0219748392701149,
-0.08976410329341888,
-0.0026068072766065598,
0.0496843084692955,
-0.004158881027251482,
0.005930684972554445,
-0.08112752437591553,
0.09164637327194214,
-0.04055802896618843,
-0.03907385095953941,
-0.057953208684921265,
-0.09774648398160934,
0.011912792921066284,
-0.030773401260375977,
-0.025029616430401802,
-0.019068913534283638,
-0.02697029709815979,
-0.05579794943332672,
0.05812131613492966,
-0.005548275075852871,
-0.08007294684648514,
0.0074170539155602455,
-0.06754001975059509,
-0.0157938115298748,
0.018359141424298286,
-0.10790140926837921,
-0.0037590311840176582,
0.008252201601862907,
0.007493793964385986,
0.024471480399370193,
-0.01708902046084404,
0.05953240767121315,
0.017426611855626106,
0.019439490512013435,
-0.027537796646356583,
-0.022398728877305984,
0.0897449180483818,
-0.02939225360751152,
0.10389936715364456,
-0.04328747093677521,
-1.8756198372216204e-8,
-0.04227275401353836,
-0.017513569444417953,
-0.062460608780384064,
-0.036824487149715424,
-0.046650104224681854,
-0.0069580078125,
0.010603425092995167,
0.051767222583293915,
0.0158874299377203,
0.0040326495654881,
0.09348563104867935,
-0.03075389191508293,
-0.07507577538490295,
0.05183779448270798,
0.13524912297725677,
-0.05752694979310036,
-0.043817583471536636,
-0.07812739163637161,
0.005731571931391954,
-0.027163632214069366,
0.00166109309066087,
0.0010459874756634235,
-0.08369946479797363,
-0.008480560965836048,
-0.08146440982818604,
-0.010628234595060349,
-0.018950961530208588,
0.07747016847133636,
0.010815980844199657,
-0.09639067947864532,
0.09261637926101685,
0.0698348879814148,
0.029199695214629173,
-0.04669175297021866,
-0.042913712561130524,
0.020166859030723572,
0.013082140125334263,
-0.02493567019701004,
0.03713475167751312,
0.06459321081638336,
-0.047423724085092545,
-0.07077863812446594,
-0.08944715559482574,
0.01011169794946909,
0.010924018919467926,
0.041671376675367355,
0.06408008188009262,
-0.029633769765496254,
-0.027052458375692368,
-0.014595070853829384,
-0.02606767974793911,
0.013830777257680893,
-0.008137662895023823,
0.0045698462054133415,
0.09700711071491241,
-0.029037676751613617,
-0.020294753834605217,
-0.0008981111459434032,
0.03462934121489525,
-0.011339887045323849,
0.011827881447970867,
0.035982970148324966,
0.005266227293759584,
-0.03845544904470444
] | p | 384 is the output dimensionality of the encoder we are using. | [
"articles",
"articles/neural-search-tutorial"
] | 6,713 |
[
"Neural Search Tutorial - Qdrant",
"Upload data to Qdrant"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(36) | [
-0.04194141551852226,
0.02710564061999321,
-0.10342765599489212,
-0.08237878978252411,
0.0016381754539906979,
0.055847618728876114,
-0.0147712929174304,
0.0745767280459404,
0.062123917043209076,
-0.06497140228748322,
0.08813770860433578,
-0.002903456101194024,
-0.0017969708424061537,
-0.00012465444160625339,
-0.06297332048416138,
-0.04327242076396942,
0.016299568116664886,
-0.09156288206577301,
-0.08233655989170074,
-0.0015893627423793077,
0.11057781428098679,
0.008883708156645298,
-0.025048542767763138,
0.007502312771975994,
0.015636399388313293,
-0.03045077808201313,
-0.029952727258205414,
0.045799534767866135,
-0.011800025589764118,
0.045394428074359894,
0.02571456879377365,
-0.012736966833472252,
-0.02013547159731388,
-0.0013719274429604411,
-0.04994819685816765,
-0.0020374488085508347,
0.030635768547654152,
0.018377911299467087,
-0.045711908489465714,
-0.01659121736884117,
0.030105581507086754,
0.03132990002632141,
0.0246635302901268,
0.07698721438646317,
-0.008059555664658546,
0.07207728922367096,
-0.050442639738321304,
0.021485278382897377,
-0.013259374536573887,
0.00359097751788795,
-0.0593021884560585,
0.022369887679815292,
-0.07287447899580002,
-0.004563792143017054,
0.05305394157767296,
0.0920189917087555,
-0.01138686016201973,
-0.04239557683467865,
-0.0001850280532380566,
-0.05372292920947075,
0.00835777074098587,
-0.047251760959625244,
0.00587709154933691,
0.03410869464278221,
0.018248172476887703,
-0.11412341892719269,
0.014521955512464046,
-0.04192768782377243,
-0.014520873315632343,
-0.020296631380915642,
-0.08887776732444763,
0.051437824964523315,
-0.0029546935111284256,
-0.021320994943380356,
0.036271002143621445,
-0.013479684479534626,
0.0174168199300766,
0.04589762166142464,
0.011710038408637047,
-0.08320064842700958,
0.03779751807451248,
0.05148470029234886,
0.010181193239986897,
0.05812576413154602,
0.01473631989210844,
0.09851410239934921,
-0.0023802078794687986,
-0.054815348237752914,
0.09895709902048111,
-0.033150166273117065,
0.09951857477426529,
-0.06269650906324387,
-0.2083294838666916,
-0.005510411225259304,
-0.09023673832416534,
-0.09318013489246368,
-0.00930069200694561,
0.013983477838337421,
0.013092616572976112,
0.025454815477132797,
-0.0019843452610075474,
-0.015585392713546753,
-0.018336178734898567,
0.016887696459889412,
-0.006666623987257481,
-0.0482550710439682,
-0.010452174581587315,
-0.050502222031354904,
0.05972030386328697,
0.044621944427490234,
0.019170260056853294,
-0.027169307693839073,
-0.014712679199874401,
0.031790126115083694,
-0.03276244178414345,
0.00476139597594738,
0.045875899493694305,
-0.004766862839460373,
0.08058048039674759,
-0.04323333874344826,
-0.027014071121811867,
-0.028526240959763527,
-0.08441322296857834,
0.00859853345900774,
0.01893441192805767,
-0.02304026298224926,
0.04862302541732788,
-3.2957963268798196e-33,
-0.05609012022614479,
-0.004588918760418892,
0.03598487004637718,
0.03691950812935829,
-0.054358579218387604,
0.01582970842719078,
-0.1197650134563446,
0.010344060137867928,
0.026329101994633675,
0.04580477997660637,
-0.073941670358181,
0.052452895790338516,
0.08794402331113815,
-0.026210209354758263,
0.07851328700780869,
0.014599441550672054,
0.011723355390131474,
0.06057225540280342,
-0.012584518641233444,
0.013035760261118412,
0.04210668429732323,
-0.06496402621269226,
0.04801353067159653,
-0.004929342307150364,
-0.01251896284520626,
0.018329894170165062,
-0.02346961386501789,
0.0560743510723114,
-0.012338090687990189,
-0.0014200153527781367,
-0.042839039117097855,
0.04751390591263771,
-0.09778302162885666,
-0.0219612717628479,
0.05587635189294815,
0.017686225473880768,
-0.026928717270493507,
-0.07161322236061096,
0.004111005924642086,
-0.050466734915971756,
0.010071523487567902,
0.013888472691178322,
-0.005468516144901514,
0.024520589038729668,
0.023885777220129967,
-0.04094187542796135,
-0.012640022672712803,
0.0055252318270504475,
0.0621565580368042,
0.038348063826560974,
-0.04942790046334267,
-0.01227093767374754,
0.020192664116621017,
-0.055141791701316833,
0.07056346535682678,
0.02498440071940422,
-0.022297393530607224,
-0.06148639693856239,
-0.05686158686876297,
0.07142411917448044,
-0.053160056471824646,
-0.0194072425365448,
0.07771360874176025,
-0.019904306158423424,
0.07978971302509308,
-0.0058586918748915195,
-0.04889852553606033,
0.039211127907037735,
0.10383524745702744,
0.04323796555399895,
-0.008812765590846539,
-0.0313248448073864,
0.013106941245496273,
0.01711006835103035,
-0.038378868252038956,
-0.0027311532758176327,
-0.034267593175172806,
-0.034021470695734024,
0.08508668839931488,
-0.0150779839605093,
-0.1265721470117569,
0.03505244851112366,
-0.05170198157429695,
-0.036683838814496994,
-0.06371314823627472,
-0.0914115384221077,
0.07027256488800049,
-0.008220951072871685,
-0.06282912939786911,
-0.1321330964565277,
0.008624468930065632,
0.08763984590768814,
-0.12559723854064941,
0.034634556621313095,
-0.002822644542902708,
3.1886510269928258e-34,
-0.035229720175266266,
-0.0007072169100865722,
-0.00689150532707572,
0.054753661155700684,
-0.016299033537507057,
0.00017843021487351507,
0.004657361656427383,
0.010361406952142715,
0.024972714483737946,
0.07310927659273148,
-0.07957366108894348,
-0.025255471467971802,
-0.0022606304846704006,
-0.018740911036729813,
0.018632404506206512,
0.0946449488401413,
-0.05838225781917572,
-0.1214553713798523,
-0.07988839596509933,
-0.002710819011554122,
0.04740148410201073,
-0.008811967447400093,
-0.010877009481191635,
-0.054127197712659836,
-0.07019408792257309,
0.00567968375980854,
0.050074417144060135,
-0.08830823004245758,
-0.03601597994565964,
-0.05830996483564377,
-0.044549647718667984,
-0.022898362949490547,
-0.0035617423709481955,
-0.0208680871874094,
-0.03186523914337158,
0.02361742965877056,
0.05203380435705185,
-0.034262195229530334,
-0.0002762709918897599,
0.03670539706945419,
-0.009198762476444244,
0.10438230633735657,
0.10322593152523041,
-0.031378597021102905,
-0.010035431943833828,
0.15857280790805817,
0.09917465597391129,
-0.07985242456197739,
-0.05188383907079697,
-0.060522399842739105,
0.055829208344221115,
0.02353132702410221,
0.0015643973601981997,
0.03605790063738823,
-0.05181315168738365,
0.015332682058215141,
-0.13677804172039032,
0.0046471417881548405,
0.00931231677532196,
-0.0012435041135177016,
0.03389440104365349,
-0.035984840244054794,
0.014821532182395458,
0.10217476636171341,
-0.003795175114646554,
0.07473266869783401,
0.035665363073349,
0.00034959358163177967,
0.01883309707045555,
0.01699681021273136,
-0.032930146902799606,
0.037676744163036346,
0.0703698992729187,
-0.03347146511077881,
-0.12548525631427765,
-0.07499552518129349,
0.038269881159067154,
-0.05641496554017067,
-0.014409814029932022,
0.0420866496860981,
0.026726948097348213,
0.0063817789778113365,
0.02806769870221615,
0.09873399138450623,
-0.05544900894165039,
0.023272762075066566,
-0.0018758877413347363,
0.05529271438717842,
0.0014085565926507115,
-0.016408387571573257,
0.06339262425899506,
0.05282682552933693,
-0.029523836448788643,
-0.037132956087589264,
-0.034131232649087906,
-2.1924266846440332e-8,
-0.10463187098503113,
-0.028397535905241966,
-0.01270254049450159,
-0.04542320966720581,
-0.05546072497963905,
0.032530173659324646,
0.063153937458992,
0.053295258432626724,
-0.022873757407069206,
0.003624405013397336,
0.012622309848666191,
0.01913655549287796,
0.014893137849867344,
0.07354111969470978,
0.010501912795007229,
-0.006402225233614445,
0.04168042168021202,
-0.01879088208079338,
-0.008110987953841686,
0.09592601656913757,
-0.03721844404935837,
0.003125183517113328,
-0.06623745709657669,
0.03345309942960739,
0.031156886368989944,
-0.008779559284448624,
-0.01178001705557108,
0.0904512032866478,
0.05099765583872795,
-0.035497669130563736,
0.07738450169563293,
0.022993309423327446,
0.0545218326151371,
-0.0014272116823121905,
-0.04637593403458595,
0.08153334259986877,
-0.0590202622115612,
0.04577292874455452,
-0.013363311998546124,
0.0875096321105957,
-0.08177587389945984,
0.013072090223431587,
-0.025632884353399277,
0.047756750136613846,
0.06492156535387039,
0.03172767907381058,
0.08556896448135376,
-0.013523762114346027,
-0.10639695078134537,
-0.010249895974993706,
0.016615407541394234,
0.04211358353495598,
-0.00791117548942566,
-0.051009535789489746,
-0.010842881165444851,
-0.03845122829079628,
-0.012203693389892578,
-0.08492816239595413,
0.019485807046294212,
0.01868816651403904,
-0.05132344365119934,
0.09079961478710175,
0.017824068665504456,
0.005344828590750694
] | p | The distance parameter allows specifying the function used to measure the distance between two points. | [
"articles",
"articles/neural-search-tutorial"
] | 6,714 |
[
"Neural Search Tutorial - Qdrant",
"Upload data to Qdrant"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(37) | [
-0.0913812592625618,
-0.021319199353456497,
-0.12699247896671295,
-0.005404256284236908,
-0.10963675379753113,
0.038000594824552536,
-0.024383943527936935,
0.036163460463285446,
0.020077399909496307,
-0.013330111280083656,
0.02657218649983406,
-0.0010530389845371246,
0.03306574374437332,
0.029513603076338768,
0.0337127186357975,
0.05096029117703438,
0.07233582437038422,
-0.03535909578204155,
0.05639754235744476,
-0.08955617994070053,
-0.05705326050519943,
0.005410577170550823,
-0.028563689440488815,
-0.046978630125522614,
0.025558771565556526,
-0.06124398857355118,
-0.02380521036684513,
0.026157939806580544,
0.012452388182282448,
0.038361672312021255,
0.02680293843150139,
0.027247948572039604,
-0.029797334223985672,
0.03686155751347542,
-0.010333780199289322,
0.0973406732082367,
0.017543479800224304,
-0.05930723994970322,
-0.07842399179935455,
0.020309923216700554,
0.03019130602478981,
0.04441423714160919,
-0.11730853468179703,
0.06348123401403427,
0.05929853767156601,
-0.005523046012967825,
-0.06942547857761383,
0.06411489099264145,
-0.0014817315386608243,
-0.0682905837893486,
-0.07605520635843277,
-0.04967807978391647,
-0.008318543434143066,
0.10041790455579758,
0.02286846935749054,
-0.03145143389701843,
0.01557614654302597,
0.0559123270213604,
-0.0625067949295044,
0.04552610591053963,
-0.04102164879441261,
-0.03605690598487854,
0.001438796753063798,
0.010306109674274921,
0.01936887949705124,
0.05122748017311096,
-0.06325097382068634,
0.07097107172012329,
0.04217689111828804,
-0.08239328116178513,
-0.1009448692202568,
-0.0076322355307638645,
-0.06510123610496521,
-0.0012606922537088394,
-0.0356418751180172,
-0.01680676080286503,
-0.0380549393594265,
0.02446100488305092,
-0.029016094282269478,
-0.1389515995979309,
-0.0457640141248703,
-0.007203323766589165,
0.0315542109310627,
0.07447025924921036,
0.05093542858958244,
0.03000297024846077,
-0.029009699821472168,
0.03203638643026352,
-0.0308547243475914,
0.0006843587034381926,
-0.00992698222398758,
-0.003699059598147869,
-0.015934832394123077,
-0.048769980669021606,
-0.04033258929848671,
-0.013263827189803123,
0.09401868283748627,
-0.017125163227319717,
0.02195851504802704,
-0.016691964119672775,
-0.03248133510351181,
0.034064944833517075,
-0.014579026959836483,
0.04585275799036026,
-0.029619703069329262,
-0.09867820888757706,
-0.0031233238987624645,
0.00384094612672925,
-0.04885866492986679,
-0.040985580533742905,
-0.0556056834757328,
0.08267640322446823,
-0.0034755002707242966,
-0.09453984349966049,
-0.004595778416842222,
-0.006017924752086401,
-0.0280153751373291,
0.08019638806581497,
-0.07432284206151962,
0.04875355586409569,
-0.015382237732410431,
0.024112964048981667,
-0.03228702023625374,
0.014049036428332329,
-0.0006303242407739162,
0.018064893782138824,
-0.03403560072183609,
-1.8368331663956683e-33,
0.05747344344854355,
-0.04909612983465195,
0.07172298431396484,
-0.0007351827807724476,
-0.008820020593702793,
-0.03887909650802612,
0.02913825772702694,
-0.05875317379832268,
-0.06257344037294388,
-0.01621367409825325,
-0.006283971946686506,
0.04084967076778412,
-0.017213761806488037,
0.016430120915174484,
0.0014791771536692977,
0.03811054304242134,
-0.09644606709480286,
0.02425067126750946,
0.07010932266712189,
-0.017299680039286613,
0.02170666493475437,
-0.05310993641614914,
-0.009838900528848171,
0.016895052045583725,
0.06412554532289505,
0.01166873425245285,
0.07405519485473633,
0.09453688561916351,
-0.008844530209898949,
0.00968361645936966,
-0.045516859740018845,
0.014470507390797138,
-0.05398811399936676,
-0.012433110736310482,
-0.05390672758221626,
-0.03953175991773605,
-0.03477887064218521,
-0.04399966076016426,
-0.040306903421878815,
-0.05584728345274925,
0.09630624204874039,
-0.004364930093288422,
0.011873467825353146,
-0.007648189552128315,
-0.1222299188375473,
0.04182608425617218,
0.0206430796533823,
0.04959522560238838,
0.06970912963151932,
-0.03599349409341812,
0.02910713665187359,
-0.007773563265800476,
-0.014774885959923267,
0.023233236744999886,
0.03644160181283951,
0.03318849205970764,
0.04265100881457329,
-0.010228867642581463,
-0.02266397885978222,
0.04396633803844452,
0.036422744393348694,
-0.059978187084198,
-0.0021025603637099266,
0.047037605196237564,
0.012889102101325989,
-0.01388971135020256,
-0.037284672260284424,
-0.05105552822351456,
-0.006525510456413031,
0.08794983476400375,
0.01124242041260004,
0.03412709757685661,
0.08733770996332169,
0.03337720036506653,
0.06803319603204727,
-0.035576172173023224,
-0.04725727438926697,
0.011672395281493664,
-0.1020083799958229,
0.03307926282286644,
0.03735404834151268,
-0.0519319586455822,
0.01275008637458086,
0.00925176776945591,
0.03599374368786812,
-0.022672921419143677,
0.09595897048711777,
-0.07772360742092133,
-0.0438309982419014,
-0.01115186233073473,
-0.07489574700593948,
0.025517286732792854,
-0.040564607828855515,
0.02606332115828991,
-0.050726525485515594,
9.928214266785501e-34,
0.004863327834755182,
0.0010333622340112925,
-0.01026531308889389,
0.03206855431199074,
0.004640900995582342,
-0.01563548855483532,
-0.04421873390674591,
0.0584079809486866,
0.034002192318439484,
0.10681329667568207,
0.01665889099240303,
-0.04174738749861717,
-0.03932326287031174,
-0.0564238540828228,
-0.022660037502646446,
0.058582182973623276,
-0.08487603813409805,
-0.0652758777141571,
-0.02254375070333481,
-0.014520383439958096,
-0.12599973380565643,
-0.010944562964141369,
0.06159421429038048,
-0.003568889806047082,
0.02254846692085266,
0.01341205183416605,
0.010452100075781345,
0.0425514280796051,
-0.09280142188072205,
-0.08561976253986359,
-0.01096886582672596,
-0.1534121036529541,
-0.08303461223840714,
-0.1267956644296646,
-0.07162333279848099,
0.030444595962762833,
0.11647495627403259,
0.03687887638807297,
-0.02889096923172474,
0.04828628897666931,
0.009185876697301865,
0.0025783313903957605,
-0.14449532330036163,
0.01515973825007677,
-0.01786348782479763,
-0.06190616637468338,
-0.05509018898010254,
0.01644805818796158,
-0.028563234955072403,
-0.010715708136558533,
0.0352901890873909,
0.061706848442554474,
0.033078067004680634,
0.09484357386827469,
0.0384099967777729,
0.010133733972907066,
0.06059154495596886,
0.08233753591775894,
0.031298696994781494,
-0.026113811880350113,
0.00933744478970766,
-0.11402010917663574,
-0.05297527462244034,
0.0648874044418335,
0.017602622509002686,
-0.07393705099821091,
0.05735887959599495,
0.004037610720843077,
0.007955475710332394,
0.0007998171495273709,
-0.022009311243891716,
-0.01887430250644684,
0.10916688293218613,
0.035325728356838226,
-0.01660034991800785,
-0.02965976670384407,
-0.03286730498075485,
0.017444061115384102,
0.028614591807127,
0.029954515397548676,
0.0561123862862587,
-0.052071891725063324,
0.07365115731954575,
0.0826493427157402,
0.04909791424870491,
-0.009083074517548084,
0.10377492755651474,
0.05120715871453285,
0.031697895377874374,
0.008591103367507458,
-0.02058327943086624,
0.024789463728666306,
0.0031530940905213356,
0.12417982518672943,
0.06676866114139557,
-2.374541807625974e-8,
-0.040601696819067,
-0.058866992592811584,
-0.028177455067634583,
0.032589275389909744,
-0.047721199691295624,
-0.04213377833366394,
-0.028615709394216537,
0.1293800175189972,
-0.00760251097381115,
0.052249304950237274,
0.006687595508992672,
0.003397750435397029,
-0.009552515111863613,
0.03286239877343178,
0.0227695032954216,
0.005357720423489809,
0.14227071404457092,
0.04306112602353096,
0.012378411367535591,
0.03291276469826698,
0.023361308500170708,
0.05841730162501335,
0.04857366159558296,
-0.022442873567342758,
0.09561961144208908,
0.0017918043304234743,
-0.03045523166656494,
0.0097128264605999,
0.04855096712708473,
-0.0064321402460336685,
-0.01809341460466385,
-0.0540849044919014,
0.082715705037117,
-0.03803456202149391,
-0.053709469735622406,
0.05651874467730522,
-0.0998431071639061,
-0.01612456515431404,
0.0313451774418354,
0.06855276226997375,
-0.034536056220531464,
0.00677350303158164,
-0.052231281995773315,
0.049319714307785034,
0.018663747236132622,
0.04344150796532631,
-0.08505652099847794,
0.0479995422065258,
0.10212434828281403,
0.05801570415496826,
-0.009209559299051762,
-0.03466443717479706,
0.05422668159008026,
-0.02181401662528515,
-0.014630609191954136,
0.045425377786159515,
0.019708028063178062,
-0.04856052249670029,
0.07894228398799896,
0.02227049320936203,
-0.04879344254732132,
0.01059942226856947,
0.03809638321399689,
-0.005432481411844492
] | p | The Qdrant client library defines a special function that allows you to load datasets into the service. | [
"articles",
"articles/neural-search-tutorial"
] | 6,715 |
[
"Neural Search Tutorial - Qdrant",
"Upload data to Qdrant"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(37) | [
0.0005233473493717611,
0.0144922761246562,
-0.09854742139577866,
0.025376752018928528,
-0.007495055440813303,
-0.07246701419353485,
-0.0388028547167778,
0.04509768262505531,
-0.016723886132240295,
-0.002403985010460019,
0.06708183139562607,
0.02495723031461239,
0.024684574455022812,
-0.059759512543678284,
-0.014479739591479301,
0.019892435520887375,
-0.10802614688873291,
-0.006089217960834503,
0.019518835470080376,
-0.08842652291059494,
0.05288345739245415,
-0.027939405292272568,
-0.1199449673295021,
-0.029892023652791977,
-0.036275941878557205,
0.03527349978685379,
-0.05375257506966591,
-0.03206269070506096,
-0.0023053274489939213,
-0.016089508309960365,
0.05334093049168587,
-0.005067068617790937,
0.015317018143832684,
0.08975639939308167,
0.013517032377421856,
0.03352830186486244,
-0.06352756917476654,
-0.02849399298429489,
-0.03637520596385002,
-0.006549455225467682,
0.006703488994389772,
0.057718388736248016,
-0.01054143626242876,
0.011590360663831234,
0.011317025870084763,
0.04240518435835838,
-0.05574047565460205,
-0.03592247888445854,
0.0047277114354074,
-0.012306834571063519,
-0.03131131827831268,
0.11006228625774384,
-0.021783405914902687,
0.023569002747535706,
0.024997159838676453,
-0.026940010488033295,
0.026723163202404976,
-0.06299842149019241,
-0.04747294634580612,
0.03654898330569267,
-0.023190796375274658,
-0.07182139158248901,
0.028046108782291412,
0.012568537145853043,
0.1406250298023224,
-0.03503801301121712,
0.024464275687932968,
-0.016704417765140533,
-0.042013220489025116,
0.013131673447787762,
-0.06869012117385864,
0.00962889101356268,
-0.038745153695344925,
0.08692781627178192,
0.024855513125658035,
-0.016557104885578156,
-0.055515043437480927,
0.000808557728305459,
0.04592261090874672,
0.03253402188420296,
-0.04225108027458191,
0.017194529995322227,
0.025631941854953766,
-0.03270603343844414,
0.06548541784286499,
0.0007654275977984071,
-0.08063667267560959,
0.008387909270823002,
0.05956190079450607,
-0.043133437633514404,
-0.04052563011646271,
-0.0029586823657155037,
-0.02025630883872509,
0.01949281245470047,
-0.0513894148170948,
-0.012352538295090199,
0.06143929064273834,
-0.0103360116481781,
-0.002539892913773656,
-0.024989083409309387,
-0.022381646558642387,
0.08194530755281448,
0.05719316750764847,
-0.01853412762284279,
-0.07665588706731796,
-0.10573527961969376,
0.006426806095987558,
-0.026680320501327515,
-0.044793855398893356,
-0.1243988424539566,
-0.0374605618417263,
0.03150571510195732,
0.03855711966753006,
0.02380657196044922,
0.06963399052619934,
-0.027509018778800964,
-0.07771418243646622,
0.009922029450535774,
0.038274120539426804,
0.06989573687314987,
-0.011470387689769268,
-0.07027162611484528,
-0.026240795850753784,
0.11825015395879745,
-0.03230638429522514,
-0.07937753945589066,
-0.032769717276096344,
-1.8574741125121384e-33,
-0.04439742863178253,
-0.028671646490693092,
0.01591366156935692,
-0.014069394208490849,
-0.008399659767746925,
-0.04144922271370888,
-0.005956122651696205,
0.009262404404580593,
-0.08083049207925797,
0.08896414190530777,
-0.03279338777065277,
-0.016421286389231682,
0.03716045990586281,
0.08398789167404175,
0.08443589508533478,
0.0075911893509328365,
0.005552988033741713,
0.04728353023529053,
0.020596308633685112,
-0.09985792636871338,
0.10416292399168015,
-0.05338837578892708,
-0.0022108671255409718,
-0.0837307944893837,
0.00527272978797555,
-0.018120665103197098,
-0.012696552090346813,
0.01970003731548786,
0.09473302960395813,
0.008689448237419128,
-0.08190169185400009,
-0.012184261344373226,
-0.08030933141708374,
-0.031276885420084,
0.1550375074148178,
0.016264570876955986,
0.017414430156350136,
-0.038198068737983704,
0.05142294615507126,
-0.004782674368470907,
0.022927971556782722,
0.004369757138192654,
0.06037193536758423,
-0.03691104054450989,
-0.09461914747953415,
-0.05586901307106018,
-0.013741349801421165,
0.0134194390848279,
-0.07251004874706268,
0.023867325857281685,
-0.00046666135312989354,
-0.014668111689388752,
-0.05817630887031555,
0.04397733509540558,
0.024847524240612984,
-0.0015344169223681092,
0.02323303557932377,
0.01003666128963232,
0.11613577604293823,
0.17816784977912903,
-0.04917218163609505,
-0.0039258417673408985,
-0.025753270834684372,
0.05033304542303085,
-0.00017562050197739154,
0.027509797364473343,
0.08703305572271347,
0.05488963425159454,
0.03579459711909294,
0.0866621807217598,
0.006500520743429661,
-0.016064709052443504,
-0.00931064784526825,
-0.07691384851932526,
-0.013164211064577103,
0.0208579171448946,
-0.027658358216285706,
-0.1174764409661293,
-0.07589991390705109,
-0.03690119832754135,
-0.011152800172567368,
-0.03352759778499603,
0.019498899579048157,
0.0011804309906437993,
0.02131854183971882,
-0.0472339391708374,
0.012586546130478382,
-0.08471456170082092,
-0.06693218648433685,
-0.04206225275993347,
-0.01840146817266941,
-0.0030997334979474545,
0.0068330056965351105,
-0.0711638480424881,
-0.05743318796157837,
-4.373434997428975e-34,
-0.029725532978773117,
-0.03598586469888687,
0.008805072866380215,
0.10713266581296921,
-0.016168011352419853,
-0.0136753860861063,
0.05219822749495506,
-0.05337859317660332,
0.027826523408293724,
-0.03259997069835663,
-0.04660949110984802,
0.014542324468493462,
0.05376419797539711,
-0.027814676985144615,
0.05380963906645775,
0.11280408501625061,
-0.05797664821147919,
-0.009547802619636059,
-0.017342673614621162,
0.03077642060816288,
-0.07494299113750458,
-0.0006469921208918095,
0.06921745091676712,
0.002719695447012782,
-0.07409882545471191,
0.058027204126119614,
-0.023621339350938797,
-0.01371923740953207,
0.09370272606611252,
0.027996769174933434,
-0.052827414125204086,
-0.017057005316019058,
-0.0029326826333999634,
0.018841085955500603,
0.01014176569879055,
-0.021953444927930832,
0.08585824817419052,
-0.002935190452262759,
0.03411135822534561,
0.01086196769028902,
0.10952885448932648,
0.08072524517774582,
-0.007892816327512264,
-0.02674488164484501,
0.021517394110560417,
0.04757236689329147,
-0.05817536264657974,
0.04809396341443062,
0.01805352419614792,
0.037669163197278976,
0.01626986637711525,
0.013736759312450886,
-0.000989259104244411,
0.04288085177540779,
0.001007403596304357,
0.008140293881297112,
0.021015597507357597,
0.010124580934643745,
0.025704018771648407,
-0.053767815232276917,
-0.054852839559316635,
-0.13199470937252045,
0.051675982773303986,
-0.08212652802467346,
0.02339661866426468,
-0.0340532548725605,
0.0062640877440571785,
-0.04762974753975868,
-0.06030483543872833,
0.06819109618663788,
0.13151510059833527,
0.014220595359802246,
0.03234514221549034,
0.0041286214254796505,
-0.13103243708610535,
0.029945427551865578,
-0.005587252788245678,
-0.09311500936746597,
0.0038365868385881186,
0.0488174632191658,
-0.04998591169714928,
0.021219810470938683,
0.0951814353466034,
-0.01274332869797945,
0.02174510806798935,
-0.007421937771141529,
0.027574462816119194,
0.02147691510617733,
-0.0510985404253006,
-0.05317140743136406,
-0.04776743799448013,
0.04318632557988167,
0.05684252455830574,
0.010344360023736954,
-0.028136838227510452,
-3.04170590936792e-8,
-0.04771126061677933,
-0.12038274854421616,
0.012353230267763138,
0.013801618479192257,
0.03169174864888191,
-0.12176933884620667,
0.058476027101278305,
0.02072966657578945,
0.06455682218074799,
-0.08481112867593765,
0.10331600159406662,
-0.05984007194638252,
0.012438688427209854,
-0.06300568580627441,
0.09957504272460938,
0.0718965157866478,
0.07946144789457321,
-0.019117446616292,
-0.007689835503697395,
0.016983430832624435,
-0.017884520813822746,
0.0023470944724977016,
-0.025418488308787346,
-0.002991843270137906,
0.07494834810495377,
-0.020894626155495644,
-0.023366207256913185,
0.0758005678653717,
0.0580596886575222,
-0.0952763706445694,
0.03605176508426666,
-0.015315149910748005,
0.09016193449497223,
0.04425621032714844,
0.053423840552568436,
0.05089672654867172,
0.046777501702308655,
0.04651818051934242,
0.02613208256661892,
-0.05583055317401886,
-0.07471048831939697,
-0.017910415306687355,
-0.03646695613861084,
0.05080932378768921,
0.03149066120386124,
0.0010921127395704389,
-0.02488434500992298,
-0.02570427767932415,
-0.0243902038782835,
0.009669528342783451,
-0.016924994066357613,
0.07874856144189835,
0.02816396951675415,
0.014650399796664715,
0.035576000809669495,
-0.049001265317201614,
-0.03784363344311714,
-0.020712798461318016,
-0.022793393582105637,
0.05878018960356712,
-0.03197507932782173,
0.014217374846339226,
0.011334773153066635,
-0.002108252141624689
] | p | However, since there may be too much data to fit a single computer memory, the function takes an iterator over the data as input. | [
"articles",
"articles/neural-search-tutorial"
] | 6,716 |
[
"Neural Search Tutorial - Qdrant",
"Upload data to Qdrant"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(38) | [
-0.035665251314640045,
-0.021442454308271408,
-0.07556174695491791,
-0.04167355224490166,
-0.011898946017026901,
0.0058115082792937756,
-0.013117164373397827,
0.03987574204802513,
-0.059600915759801865,
-0.03343307971954346,
0.030059460550546646,
0.06975313276052475,
-0.01175718754529953,
-0.002137209288775921,
-0.08241970837116241,
0.03990166261792183,
-0.042993079870939255,
-0.0016177113866433501,
0.10155194997787476,
-0.043018560856580734,
0.008823770098388195,
0.0145576698705554,
-0.028517642989754677,
-0.015302060171961784,
0.06780397891998291,
0.08946967124938965,
0.07050841301679611,
-0.024592023342847824,
0.01340258214622736,
-0.03939275071024895,
0.03988451138138771,
-0.03679119050502777,
-0.011222419328987598,
0.08134256303310394,
-0.0444435179233551,
0.00305312336422503,
-0.015889735892415047,
0.05059792101383209,
-0.08774378895759583,
0.02107362635433674,
0.07505705952644348,
0.06685363501310349,
-0.03461417928338051,
0.01993608847260475,
0.03165533393621445,
0.054066337645053864,
-0.03762643411755562,
-0.03639594838023186,
0.05942320451140404,
-0.035503339022397995,
-0.0021007643081247807,
-0.020397715270519257,
0.03133111447095871,
-0.038296084851026535,
0.03580646216869354,
-0.005273813847452402,
0.017709985375404358,
-0.055755481123924255,
0.05030691996216774,
-0.023694802075624466,
0.007433445192873478,
-0.014335183426737785,
0.04744316264986992,
0.02219402976334095,
0.10142715275287628,
0.025604598224163055,
-0.005173569079488516,
0.08895014226436615,
-0.013789897784590721,
0.03151453658938408,
-0.08877638727426529,
0.07085713744163513,
-0.05251118913292885,
0.0210385974496603,
-0.06907836347818375,
0.08089667558670044,
0.004442651756107807,
0.009469305165112019,
0.010141110047698021,
-0.07856937497854233,
-0.11025109887123108,
0.02646077424287796,
-0.04315169155597687,
0.0012634798185899854,
0.010141745209693909,
0.0410052165389061,
-0.007596498355269432,
0.028742998838424683,
0.06567215919494629,
0.03717628866434097,
-0.032720450311899185,
0.03932155668735504,
0.03513522818684578,
0.018838122487068176,
0.013449463061988354,
0.06892266869544983,
0.07822947949171066,
-0.043316032737493515,
0.05007113516330719,
-0.030047494918107986,
-0.0018070625374093652,
-0.04014989733695984,
0.03626985102891922,
0.1294136941432953,
-0.040730707347393036,
-0.016716253012418747,
0.027516983449459076,
-0.08264276385307312,
-0.0854339599609375,
-0.02863355353474617,
0.01706434041261673,
0.06804732978343964,
-0.0032083706464618444,
0.017429674044251442,
0.06449749320745468,
-0.038130033761262894,
-0.06675390154123306,
0.003594525158405304,
0.07325912266969681,
0.04858376085758209,
0.05454350635409355,
-0.058585844933986664,
-0.005208376795053482,
0.07752173393964767,
-0.06680093705654144,
-0.024234289303421974,
-0.06684987246990204,
-1.2932502320998794e-33,
-0.019142884761095047,
-0.04621947184205055,
0.00884324312210083,
0.060820866376161575,
-0.041702281683683395,
-0.002182005438953638,
0.010319379158318043,
0.032558374106884,
-0.01727641187608242,
0.05489293858408928,
-0.08815836161375046,
0.03798219934105873,
-0.01953134872019291,
0.06163332611322403,
0.04164358228445053,
-0.0776238963007927,
0.049641914665699005,
0.07075992226600647,
-0.04717249795794487,
-0.08667071908712387,
0.07759881019592285,
-0.06726042181253433,
-0.06292250007390976,
-0.054427891969680786,
0.04700856655836105,
-0.05487591028213501,
-0.02116509899497032,
-0.03937907516956329,
-0.012561866082251072,
0.0006293213809840381,
0.014630989171564579,
-0.018201209604740143,
-0.06482740491628647,
0.07236116379499435,
-0.004693076945841312,
-0.027275027707219124,
0.08320291340351105,
0.0020830577705055475,
-0.011687863618135452,
-0.05326691269874573,
0.028390731662511826,
-0.06271368265151978,
0.004524313844740391,
-0.04047863557934761,
-0.13208256661891937,
-0.008267219178378582,
-0.0021821020636707544,
0.029124844819307327,
-0.011122808791697025,
-0.05035397782921791,
0.03525000065565109,
0.04700251296162605,
-0.06389085203409195,
-0.08076397329568863,
-0.01822078973054886,
-0.0021718174684792757,
-0.07515213638544083,
0.0009730387246236205,
0.05708042532205582,
0.06688760966062546,
-0.09377443045377731,
0.07400049269199371,
0.03180169686675072,
0.016564978286623955,
-0.007473495323210955,
-0.0050896271131932735,
0.010025142692029476,
-0.044240668416023254,
0.001729403855279088,
0.07378184795379639,
-0.03211923688650131,
-0.01605505868792534,
0.027028650045394897,
-0.06286165118217468,
0.03726835921406746,
0.02373320236802101,
-0.00911711249500513,
-0.056830406188964844,
-0.14021550118923187,
-0.027364082634449005,
-0.012971623800694942,
-0.01973869279026985,
0.0032045322004705667,
-0.0051986281760036945,
0.05977169796824455,
-0.07125373184680939,
0.01746142841875553,
-0.10375116765499115,
-0.07199697196483612,
0.019584476947784424,
-0.04869456961750984,
-0.0638832151889801,
0.07885593920946121,
-0.01933470368385315,
-0.054271113127470016,
1.2982677562679674e-33,
0.034745149314403534,
-0.013714659959077835,
0.0915089100599289,
0.04478353261947632,
0.03015901893377304,
0.03999116271734238,
0.06698525696992874,
0.041671477258205414,
-0.07413001358509064,
0.031050683930516243,
-0.0721527487039566,
-0.042984578758478165,
-0.009739712812006474,
-0.008834854699671268,
0.05394867807626724,
0.09419406950473785,
-0.025545479729771614,
-0.01602458581328392,
0.02156221494078636,
-0.004736440721899271,
-0.05350623279809952,
0.0189523808658123,
-0.02248215116560459,
-0.013829232193529606,
0.006585249677300453,
0.05929526314139366,
0.010469697415828705,
0.08669226616621017,
-0.027609966695308685,
-0.022145727649331093,
0.005579021759331226,
-0.019191820174455643,
0.017473449930548668,
0.001682013156823814,
-0.05254662409424782,
0.030403293669223785,
0.01368393748998642,
-0.01937909610569477,
0.03164224326610565,
0.015512813813984394,
0.06317460536956787,
-0.04310644045472145,
-0.06582854688167572,
0.040119070559740067,
-0.002251951489597559,
-0.005856327712535858,
0.012653146870434284,
0.07234428077936172,
-0.0016918584005907178,
0.04147971421480179,
0.02373482659459114,
0.016710329800844193,
0.022444017231464386,
0.06680050492286682,
0.03023935854434967,
-0.0029141430277377367,
0.08685325086116791,
-0.008727404288947582,
0.053607262670993805,
-0.024223079904913902,
0.004656048025935888,
-0.12993402779102325,
0.07995009422302246,
-0.007318477611988783,
0.02126236818730831,
-0.07589762657880783,
-0.024654392153024673,
-0.03697240725159645,
-0.13549920916557312,
-0.006464691832661629,
0.10709396749734879,
-0.016473256051540375,
0.029430042952299118,
-0.015544272027909756,
-0.04118018224835396,
-0.06460198014974594,
0.038625892251729965,
-0.1560327410697937,
0.011370467022061348,
0.011527817696332932,
-0.08664477616548538,
-0.013760840520262718,
0.07477186620235443,
0.04642656818032265,
0.0014352684374898672,
0.035867903381586075,
0.023116596043109894,
0.05605072155594826,
0.06577996164560318,
0.06001816317439079,
-0.08076512813568115,
0.0250244140625,
0.05531666427850723,
0.03799840435385704,
-0.014956015162169933,
-1.9495340453090648e-8,
-0.09344447404146194,
-0.10565447807312012,
0.046423040330410004,
0.11540546268224716,
0.03450724855065346,
-0.04982142150402069,
0.045894134789705276,
0.03873627632856369,
-0.011760873720049858,
-0.11281444877386093,
0.03366868942975998,
-0.050584521144628525,
-0.027911752462387085,
-0.0018045619362965226,
0.046879373490810394,
0.02716948091983795,
0.03178899362683296,
-0.0035096548963338137,
-0.017660345882177353,
-0.00971033051609993,
-0.005544058047235012,
0.09510605782270432,
-0.002153955865651369,
0.04397707059979439,
0.036329951137304306,
-0.013246119022369385,
0.028969191014766693,
0.012344662100076675,
0.18623057007789612,
-0.028077727183699608,
-0.035432372242212296,
0.02045307494699955,
0.1044212356209755,
0.035668060183525085,
-0.04254467040300369,
0.07667023688554764,
-0.026463057845830917,
0.04217388108372688,
-0.013780749402940273,
-0.035425495356321335,
-0.012880331836640835,
0.028514232486486435,
-0.0394616574048996,
0.004273486789315939,
-0.006464530248194933,
0.01831589825451374,
-0.14300858974456787,
-0.039138954132795334,
0.024867717176675797,
-0.07080013304948807,
-0.07174959033727646,
0.01992074027657509,
0.042160458862781525,
0.07946905493736267,
0.014965814538300037,
-0.06642664968967438,
-0.0013874511932954192,
-0.03845924511551857,
0.04248150438070297,
0.06358958035707474,
-0.07391107082366943,
-0.06834197789430618,
0.019711902365088463,
0.003977329935878515
] | p | Let’s create an iterator over the startup data and vectors. | [
"articles",
"articles/neural-search-tutorial"
] | 6,717 |
[
"Neural Search Tutorial - Qdrant",
"Upload data to Qdrant"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(39) | [
-0.10904981940984726,
0.002359069185331464,
-0.03089624084532261,
-0.06648862361907959,
0.0828971117734909,
-0.056630939245224,
-0.0927046537399292,
0.010308790020644665,
-0.035914067178964615,
0.056712158024311066,
0.07519572973251343,
0.06816428154706955,
0.050800666213035583,
-0.04565965011715889,
-0.007692873943597078,
-0.00624703336507082,
-0.0649973601102829,
-0.0511292889714241,
-0.05876574292778969,
-0.056484654545784,
-0.019197937101125717,
-0.09562668204307556,
-0.0034136923495680094,
-0.0421019047498703,
0.015057847835123539,
0.0032039047218859196,
-0.012962888926267624,
0.0068901656195521355,
0.09727644175291061,
-0.07119494676589966,
0.04618740454316139,
-0.025561461225152016,
0.02318919263780117,
0.04177214577794075,
-0.01652420498430729,
-0.006931513547897339,
0.09946846216917038,
-0.023611361160874367,
-0.0464727059006691,
-0.05191950872540474,
0.029166212305426598,
-0.06851110607385635,
-0.05776199698448181,
0.09151267260313034,
0.037004683166742325,
0.022500040009617805,
0.021227695047855377,
-0.010593803599476814,
-0.003293127054348588,
0.062175240367650986,
-0.06614688038825989,
-0.07118697464466095,
-0.030315468087792397,
0.09236574172973633,
-0.025977984070777893,
-0.022602682933211327,
0.01109232846647501,
-0.015301274135708809,
0.00227036839351058,
0.03191516175866127,
-0.011267473921179771,
-0.05046073719859123,
-0.13556566834449768,
0.09837893396615982,
0.07321503013372421,
-0.016098881140351295,
-0.009538687765598297,
-0.029198922216892242,
0.040006138384342194,
-0.006797211244702339,
-0.0486823245882988,
0.030013516545295715,
-0.0630587562918663,
0.04530012235045433,
-0.04278712347149849,
-0.033578045666217804,
-0.010024224407970905,
0.04973369836807251,
-0.021526776254177094,
-0.07155409455299377,
0.04495987296104431,
-0.05471888184547424,
-0.0014973679790273309,
-0.010048185475170612,
-0.034353770315647125,
-0.035145148634910583,
0.01043854933232069,
0.015394949354231358,
-0.04936927184462547,
-0.052812088280916214,
-0.04253070056438446,
-0.035687148571014404,
-0.030950937420129776,
0.03346441313624382,
-0.03091241605579853,
0.07825764268636703,
0.020322170108556747,
-0.06503596156835556,
0.04195209592580795,
0.034757137298583984,
-0.04762580618262291,
-0.00834373477846384,
0.04717540740966797,
-0.017199644818902016,
-0.02202056348323822,
-0.08831296116113663,
0.084691122174263,
0.07619078457355499,
0.036189060658216476,
0.018326012417674065,
-0.04836585000157356,
-0.042396288365125656,
0.0006300182431004941,
-0.05498133599758148,
0.0713798925280571,
0.027010977268218994,
-0.08290655165910721,
0.08243728429079056,
-0.038273174315690994,
-0.05856264755129814,
0.05893733724951744,
-0.01900799572467804,
-0.010848870500922203,
0.007881819270551205,
-0.02103523537516594,
-0.0957190990447998,
0.0021916718687862158,
-2.9490130037597673e-33,
0.042832229286432266,
0.059747252613306046,
0.013649978674948215,
0.04112318158149719,
0.0427122600376606,
-0.022023357450962067,
0.04732638970017433,
-0.009645886719226837,
-0.021007247269153595,
0.013686292804777622,
-0.06732247769832611,
0.009457720443606377,
-0.067827969789505,
0.09295248240232468,
0.004192599095404148,
-0.0317654050886631,
-0.027115795761346817,
0.15613949298858643,
0.028734836727380753,
0.017134496942162514,
0.08829054981470108,
-0.09043820947408676,
0.0012126287911087275,
0.042845260351896286,
0.0849534422159195,
0.05999073013663292,
0.01338229700922966,
0.019564073532819748,
-0.013951824977993965,
0.002631704555824399,
-0.004543602466583252,
-0.07759571820497513,
-0.06104297190904617,
0.013489018194377422,
0.05792885646224022,
-0.0016428933013230562,
-0.0741080567240715,
-0.09210773557424545,
-0.018832780420780182,
-0.0004787825746461749,
0.048679810017347336,
-0.005967745091766119,
-0.07336053252220154,
-0.05814047157764435,
-0.0964396595954895,
-0.016038857400417328,
-0.004385279957205057,
-0.021746130660176277,
0.04173176735639572,
0.04614698141813278,
0.0547436885535717,
0.03045535273849964,
0.005058462265878916,
-0.047426071017980576,
-0.00852835364639759,
0.050776734948158264,
0.0230995062738657,
-0.04697934165596962,
0.03461494669318199,
0.052212174981832504,
-0.01261591911315918,
-0.029779063537716866,
-0.043052300810813904,
0.058808550238609314,
-0.016135137528181076,
-0.03766520321369171,
-0.0010618409141898155,
-0.053332358598709106,
0.09489766508340836,
0.04056592658162117,
-0.1213177740573883,
-0.026157191023230553,
0.06666704267263412,
-0.0010708976769819856,
0.06888463348150253,
-0.0212797112762928,
-0.05506124719977379,
-0.08651237934827805,
-0.024325771257281303,
0.010963563807308674,
-0.10920434445142746,
-0.03571778163313866,
-0.06506023555994034,
-0.020268598571419716,
0.041789375245571136,
0.06314033269882202,
0.009946586564183235,
-0.06707704812288284,
-0.09686426818370819,
-0.008949208073318005,
-0.07460460066795349,
0.03267999738454819,
-0.03741534799337387,
-0.0006000036373734474,
-0.014719153754413128,
1.9374942374054347e-33,
-0.041851144284009933,
-0.03586645424365997,
-0.020948993042111397,
0.05349251255393028,
0.030045393854379654,
0.030439343303442,
0.11531391739845276,
0.044746577739715576,
0.0525909848511219,
0.0808447003364563,
-0.002833486068993807,
-0.01696098782122135,
-0.0017378795892000198,
-0.056545108556747437,
0.010090382769703865,
-0.010209618136286736,
0.040054917335510254,
-0.06183244287967682,
0.030603623017668724,
-0.01701023057103157,
-0.02400694228708744,
-0.004661079961806536,
-0.012099342420697212,
0.052052490413188934,
0.017396491020917892,
0.026328803971409798,
0.02391285076737404,
0.059533458203077316,
0.047992363572120667,
-0.03341115638613701,
0.08824644982814789,
-0.07894174754619598,
-0.09586804360151291,
-0.01811126619577408,
-0.04875127226114273,
-0.016625940799713135,
0.09724830836057663,
0.08253081887960434,
0.032489173114299774,
0.018007710576057434,
0.12902399897575378,
-0.014076918363571167,
-0.0951828733086586,
0.027823830023407936,
0.0360780730843544,
-0.05482877418398857,
-0.031956639140844345,
0.10732488334178925,
-0.06824339181184769,
-0.026418041437864304,
0.07027926295995712,
-0.01524595357477665,
0.005044425837695599,
0.037394262850284576,
0.039631981402635574,
0.03921729326248169,
0.056226663291454315,
-0.033217255026102066,
-0.006157298572361469,
-0.018186450004577637,
-0.02175319381058216,
-0.016739582642912865,
0.02363911084830761,
0.0345892496407032,
0.02288604900240898,
-0.005118884611874819,
0.026703625917434692,
0.03619184345006943,
-0.13052591681480408,
0.053769294172525406,
-0.026006454601883888,
-0.003419311949983239,
-0.007520758081227541,
0.0302769523113966,
0.07582803815603256,
-0.1004604622721672,
0.025204019621014595,
-0.02010592631995678,
0.08874746412038803,
-0.052574850618839264,
-0.048903122544288635,
0.039338573813438416,
0.006232674699276686,
0.050735317170619965,
0.07071930170059204,
0.01784510537981987,
0.006117526907473803,
-0.042037393897771835,
0.028439538553357124,
-0.051156528294086456,
-0.0932975634932518,
0.06231942027807236,
0.005733876954764128,
0.08154348284006119,
0.01268495712429285,
-1.6426600524255264e-8,
-0.038919541984796524,
0.047937918454408646,
0.009288987144827843,
-0.00391477532684803,
0.055046625435352325,
0.03177902474999428,
0.033625178039073944,
0.11924869567155838,
0.07811661064624786,
-0.052118897438049316,
0.11984139680862427,
-0.026639269664883614,
0.0037715956568717957,
0.0565812848508358,
0.0033530883956700563,
0.03354574739933014,
0.018328720703721046,
0.005428076721727848,
-0.04837345331907272,
-0.03376758471131325,
-0.013162806630134583,
0.01800953783094883,
-0.01525602675974369,
-0.011559903621673584,
0.08096762001514435,
0.035462167114019394,
0.05865422263741493,
0.0904252827167511,
0.025570200756192207,
-0.0017072620103135705,
0.003683601040393114,
-0.05593929439783096,
0.013461878523230553,
0.04350768402218819,
-0.0035856207832694054,
0.024794770404696465,
0.0044467332772910595,
0.06524420529603958,
-0.001539185643196106,
0.011242825537919998,
0.052563369274139404,
0.04897439852356911,
0.013706325553357601,
-0.019197050482034683,
0.014117537066340446,
-0.03801162168383598,
-0.098039910197258,
-0.01510972622781992,
-0.11197524517774582,
-0.004637966863811016,
-0.02810177579522133,
-0.02598266303539276,
-0.005655358545482159,
0.07670027762651443,
0.08215637505054474,
0.026240810751914978,
0.000044712720409734175,
-0.044763416051864624,
0.062291551381349564,
0.11794440448284149,
0.0774339810013771,
0.008772007189691067,
0.0646795928478241,
-0.0225207656621933
] | p | And the final step - data uploading | [
"articles",
"articles/neural-search-tutorial"
] | 6,718 |
[
"Neural Search Tutorial - Qdrant",
"Upload data to Qdrant"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(40) | [
-0.06346649676561356,
-0.023929763585329056,
-0.05040053278207779,
0.0025028910022228956,
0.05948252230882645,
-0.04415302723646164,
-0.0745902732014656,
-0.020550167188048363,
0.008489662781357765,
-0.010186484083533287,
0.035454973578453064,
0.09564046561717987,
0.0017112803179770708,
0.0409640409052372,
-0.0626218393445015,
-0.04632512480020523,
-0.05516587197780609,
0.06725292652845383,
-0.0020204908214509487,
-0.014967996627092361,
-0.02655480057001114,
0.011587138287723064,
0.027486147359013557,
-0.08019830286502838,
0.06340315192937851,
0.019478553906083107,
0.033162884414196014,
-0.06923596560955048,
0.03831516206264496,
-0.053499288856983185,
0.01406149286776781,
0.04551389813423157,
0.05056414753198624,
0.1026231050491333,
-0.11470478773117065,
-0.009809286333620548,
-0.007587445434182882,
0.042686499655246735,
-0.028100160881876945,
0.008051839657127857,
-0.0044702403247356415,
-0.00720504904165864,
-0.03979077190160751,
0.11110992729663849,
0.02388050965964794,
0.06582535803318024,
-0.0705852136015892,
-0.02503085508942604,
0.08238860219717026,
0.016219787299633026,
-0.11749902367591858,
-0.08391201496124268,
-0.042518626898527145,
0.015945104882121086,
-0.0007770692463964224,
-0.04220530390739441,
-0.010960706509649754,
-0.025739556178450584,
0.030329598113894463,
-0.034870538860559464,
0.04083089530467987,
0.01284776907414198,
0.023863984271883965,
0.1072915717959404,
0.056511279195547104,
0.0027383265551179647,
-0.013631991110742092,
0.08336532115936279,
-0.009197288192808628,
-0.0514819510281086,
-0.011534266173839569,
0.07235126942396164,
-0.07328202575445175,
-0.01567178964614868,
-0.011313888244330883,
0.0703972801566124,
0.05627289414405823,
0.01163947768509388,
0.06153109297156334,
-0.05607711523771286,
-0.019907677546143532,
-0.04680827632546425,
-0.01496307272464037,
0.01755906082689762,
0.03515418991446495,
0.07687494903802872,
0.017932429909706116,
-0.035784948617219925,
0.02084549330174923,
-0.04182514175772667,
-0.03223252668976784,
-0.0167771577835083,
0.10313654690980911,
0.018444020301103592,
0.0013873133575543761,
0.021870631724596024,
0.04650698974728584,
0.002219540299847722,
0.03823045641183853,
0.037072401493787766,
0.025594718754291534,
-0.04558046534657478,
0.04029517248272896,
0.014619177207350731,
-0.0448194220662117,
0.07784900814294815,
0.0423831008374691,
0.01877417601644993,
0.08393982797861099,
-0.030358148738741875,
-0.019383465871214867,
0.031745992600917816,
-0.024960214272141457,
-0.07499100267887115,
-0.022799545899033546,
-0.10480993986129761,
-0.08168597519397736,
-0.0017705837963148952,
0.06863860040903091,
-0.046746350824832916,
-0.031775522977113724,
0.055675849318504333,
-0.06358186155557632,
0.01969151198863983,
-0.013343721628189087,
-0.036979470402002335,
-0.11294678598642349,
-2.7411942350710257e-33,
-0.06785424053668976,
0.028157087042927742,
0.0672031119465828,
0.06064699962735176,
-0.05988740548491478,
-0.01654069498181343,
-0.01310102827847004,
0.04113615304231644,
0.010555841028690338,
-0.03706923872232437,
-0.077663853764534,
0.021845100447535515,
-0.020994242280721664,
0.1338711827993393,
0.033481430262327194,
-0.09506285190582275,
0.045572951436042786,
0.048197802156209946,
-0.0026180273853242397,
-0.04504907876253128,
0.006542128045111895,
-0.03884678706526756,
-0.013581047765910625,
-0.01794600673019886,
-0.0026589699555188417,
-0.0003645649994723499,
0.0244975034147501,
-0.06663400679826736,
-0.014437089674174786,
0.004713839385658503,
-0.04836009815335274,
-0.01169484294950962,
-0.05434225872159004,
0.06217005476355553,
-0.0171949602663517,
0.05112455412745476,
-0.0321744829416275,
-0.007377990987151861,
-0.016595913097262383,
-0.0036374463234096766,
0.04419804364442825,
-0.0420396588742733,
-0.036583930253982544,
-0.037438955157995224,
-0.03010820783674717,
0.02930707484483719,
0.011782485991716385,
-0.0042955875396728516,
0.050154343247413635,
-0.006162143778055906,
0.005487261340022087,
0.09297265857458115,
-0.05316343903541565,
0.0073567102663218975,
0.026619503274559975,
0.11360667645931244,
-0.015886548906564713,
0.006466129794716835,
-0.04094291105866432,
0.013927685096859932,
-0.02049221843481064,
0.07135311514139175,
0.06902438402175903,
-0.05807039514183998,
-0.07095414400100708,
-0.03536065295338631,
-0.007118601351976395,
0.008303905837237835,
0.036806829273700714,
0.10511066019535065,
-0.04904855415225029,
0.029873544350266457,
-0.021260887384414673,
0.00044486013939604163,
0.0015534061240032315,
-0.031251341104507446,
-0.020738933235406876,
-0.07290972024202347,
-0.015282352454960346,
0.02308545634150505,
-0.059336889535188675,
-0.05678187310695648,
0.015443036332726479,
-0.04880504310131073,
0.11936759948730469,
-0.06423000246286392,
0.04767498001456261,
-0.14641106128692627,
0.043641094118356705,
0.010044589638710022,
-0.07076984643936157,
-0.008880965411663055,
-0.052035439759492874,
0.023901233449578285,
-0.020946772769093513,
1.7239511785701732e-33,
-0.1323707103729248,
-0.05268322676420212,
-0.08018086850643158,
0.057131312787532806,
-0.043771892786026,
-0.0155203677713871,
0.04175354540348053,
0.00498231640085578,
-0.05891621485352516,
0.06307163089513779,
-0.009970995597541332,
0.0019836898427456617,
-0.029098637402057648,
-0.027940334752202034,
0.0040911356918513775,
0.08501981943845749,
-0.0024959200527518988,
-0.028008706867694855,
-0.08195420354604721,
0.009168812073767185,
-0.06687825918197632,
0.0012476955307647586,
-0.02457721345126629,
0.06727723777294159,
0.06839919835329056,
0.034837350249290466,
0.08818694204092026,
0.01070411317050457,
-0.04895956441760063,
-0.024730170145630836,
-0.025717392563819885,
-0.09132254868745804,
-0.08694304525852203,
0.021620072424411774,
-0.05726446211338043,
-0.0015078032156452537,
0.04940610006451607,
-0.04357043281197548,
0.05510556325316429,
-0.0027219976764172316,
-0.02849179320037365,
0.054475899785757065,
-0.01168823428452015,
0.057987459003925323,
-0.04623788595199585,
0.01722346991300583,
0.017645353451371193,
0.06377752870321274,
0.049220867455005646,
0.019730912521481514,
0.04590572044253349,
-0.003260417142882943,
-0.057895977050065994,
-0.0399906150996685,
0.01821647211909294,
-0.03389387205243111,
-0.019344039261341095,
0.017464054748415947,
0.07214394211769104,
0.04778821021318436,
-0.02196378819644451,
-0.03684483841061592,
-0.06649952381849289,
0.027253633365035057,
0.041700027883052826,
-0.047311194241046906,
0.005546148866415024,
0.042241305112838745,
-0.10253322124481201,
-0.0008705724030733109,
0.12492789328098297,
0.050093311816453934,
-0.03065684624016285,
0.02590169943869114,
-0.024728137999773026,
0.0036240858025848866,
0.10812978446483612,
0.018154755234718323,
0.008978192694485188,
-0.10189632326364517,
0.039398349821567535,
-0.007345347199589014,
0.10255623608827591,
0.07696770876646042,
0.011354097165167332,
0.05155524984002113,
-0.0011894090566784143,
-0.03615277260541916,
0.006448659114539623,
0.04238849878311157,
-0.10572049766778946,
0.04039415344595909,
-0.013436553999781609,
0.05512899160385132,
-0.011224093846976757,
-1.7836404353488433e-8,
-0.05968785658478737,
0.005221455357968807,
-0.0009777814848348498,
-0.0038200123235583305,
0.08589940518140793,
0.0538288913667202,
0.04110759124159813,
0.05991455912590027,
-0.09163925796747208,
-0.05437297746539116,
-0.03203713893890381,
-0.049667052924633026,
-0.018278587609529495,
0.08383583277463913,
0.14305244386196136,
-0.011696983128786087,
-0.016462374478578568,
0.02841070666909218,
-0.03436868265271187,
-0.0230864230543375,
-0.016964664682745934,
0.11026430875062943,
0.007870684377849102,
0.12884950637817383,
0.034954022616147995,
0.026481281965970993,
-0.020264482125639915,
0.006506166886538267,
0.1069929450750351,
-0.008560432121157646,
-0.05793929100036621,
0.08703355491161346,
-0.01781400665640831,
-0.037137262523174286,
0.07844632863998413,
0.08246605098247528,
-0.08484243601560593,
0.0550917349755764,
-0.07336226850748062,
0.0352332778275013,
-0.008320401422679424,
0.07623016834259033,
0.04140441492199898,
-0.014635507948696613,
0.060109011828899384,
0.05158216878771782,
-0.01896698586642742,
-0.047105059027671814,
-0.05565672740340233,
-0.06449801474809647,
0.013143306598067284,
-0.050565455108881,
-0.01828213781118393,
0.09909097105264664,
0.02744101919233799,
-0.05470680072903633,
-0.03154507651925087,
-0.059533536434173584,
0.05402414873242378,
0.005915550515055656,
-0.029156850650906563,
-0.006963612511754036,
0.01230587437748909,
-0.005097533110529184
] | p | Now we have vectors, uploaded to the vector search engine. | [
"articles",
"articles/neural-search-tutorial"
] | 6,719 |
[
"Neural Search Tutorial - Qdrant",
"Upload data to Qdrant"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(40) | [
-0.025806669145822525,
-0.0038288382347673178,
-0.004840466193854809,
-0.06979075074195862,
0.054577190428972244,
0.01988142356276512,
-0.04740985110402107,
-0.016271166503429413,
0.0055422172881662846,
-0.030502455309033394,
0.04167460650205612,
0.04129599407315254,
-0.026665644720196724,
0.015996478497982025,
-0.08820679038763046,
-0.030183037742972374,
-0.0023233608808368444,
0.04569456726312637,
-0.024457640945911407,
-0.011627713218331337,
0.0012224884703755379,
0.0031105289235711098,
0.044446755200624466,
-0.029623422771692276,
0.027533486485481262,
0.08510828763246536,
0.08170527219772339,
-0.005094593390822411,
0.03148958832025528,
-0.006155305076390505,
0.06128016114234924,
-0.004615957848727703,
-0.014724710024893284,
0.06391648203134537,
-0.04141031205654144,
0.024922309443354607,
-0.005432341247797012,
0.04045731946825981,
0.015222498215734959,
0.03352624922990799,
-0.008698337711393833,
0.04632538557052612,
0.017502842471003532,
0.05152321234345436,
0.004778022412210703,
0.036588799208402634,
-0.09442570805549622,
-0.03292544558644295,
0.051450327038764954,
-0.10110551118850708,
-0.15075603127479553,
-0.03238001838326454,
-0.07095170021057129,
-0.018794117495417595,
-0.03428667411208153,
-0.009298719465732574,
0.014010407030582428,
-0.1073816642165184,
0.031407956033945084,
-0.02182968147099018,
0.06503754109144211,
-0.10969246923923492,
0.012720977887511253,
0.03144510090351105,
0.05351029708981514,
-0.014978806488215923,
0.06077232211828232,
0.03397374600172043,
-0.027916360646486282,
-0.03596745431423187,
-0.05539629980921745,
0.062231406569480896,
-0.06520963460206985,
0.015485878102481365,
0.029006002470850945,
0.04877820983529091,
0.0632706955075264,
0.009834682568907738,
0.016889873892068863,
-0.052796751260757446,
-0.04392542317509651,
-0.007980520837008953,
-0.019820354878902435,
0.0389319509267807,
0.013347012922167778,
0.014269424602389336,
-0.025285817682743073,
-0.055432967841625214,
0.08881232887506485,
-0.021950310096144676,
0.04377615079283714,
-0.05228225514292717,
-0.03198343887925148,
0.0012330019380897284,
0.011421794071793556,
0.002360766287893057,
0.03510516136884689,
0.00997944176197052,
0.04896736517548561,
0.009234120137989521,
0.0749678984284401,
-0.04737720265984535,
0.003603290067985654,
-0.01563829928636551,
-0.02577061392366886,
0.07182306796312332,
0.061861004680395126,
-0.00007466928218491375,
0.10738315433263779,
-0.10483943670988083,
0.009322673082351685,
-0.015931056812405586,
-0.015359886921942234,
0.0500950887799263,
-0.034317370504140854,
-0.02039165049791336,
0.04388638585805893,
0.0006691287271678448,
0.04401877522468567,
-0.05192651227116585,
-0.06876850873231888,
0.047120723873376846,
-0.03335275128483772,
0.031923264265060425,
0.03579482436180115,
-0.013173487968742847,
-0.09713879227638245,
-2.5752916204694395e-34,
-0.0358317531645298,
0.0833333283662796,
0.07775384932756424,
0.029852790758013725,
-0.07619521766901016,
0.006767990067601204,
-0.034289129078388214,
0.030075382441282272,
-0.003171168267726898,
0.04148115590214729,
-0.10423821955919266,
-0.04342317208647728,
0.02353391982614994,
0.017143188044428825,
-0.008464431390166283,
-0.09554772824048996,
0.0021675825119018555,
-0.004081733990460634,
-0.08425451815128326,
-0.015422722324728966,
0.030908426269888878,
-0.1335136890411377,
0.03854437544941902,
-0.09360726922750473,
0.006970045156776905,
-0.008838968351483345,
0.045584093779325485,
-0.13168412446975708,
0.027795137837529182,
-0.003660185495391488,
-0.08883916586637497,
0.019704384729266167,
-0.07714497298002243,
0.08411876112222672,
0.040169600397348404,
0.04767220839858055,
0.021427499130368233,
-0.014407871291041374,
-0.00023762902128510177,
-0.06926307082176208,
0.015990760177373886,
-0.00011003051622537896,
-0.04675143584609032,
-0.07385147362947464,
0.01582738198339939,
0.03845799341797829,
0.047656577080488205,
0.0038894342724233866,
0.04971759766340256,
0.003285448532551527,
-0.011512751691043377,
0.02699548378586769,
-0.11626037210226059,
0.03422754257917404,
0.0834357962012291,
0.05459393560886383,
-0.038791924715042114,
-0.02447884902358055,
0.025620978325605392,
0.06921359151601791,
0.0019106052350252867,
-0.013071113266050816,
0.06720717251300812,
-0.008359719067811966,
-0.058306124061346054,
-0.019851764664053917,
-0.030992191284894943,
0.0006087414803914726,
0.07919837534427643,
0.10823708772659302,
0.00008155468094628304,
0.01836896687746048,
0.07991975545883179,
-0.028975823894143105,
0.0844627246260643,
0.005432601552456617,
0.03294897824525833,
-0.09082426130771637,
0.08181785047054291,
-0.02728072740137577,
-0.05193338170647621,
0.02088617905974388,
-0.05953992158174515,
-0.04634146764874458,
-0.014758945442736149,
-0.06386247277259827,
0.04709157347679138,
-0.12632229924201965,
-0.05269197002053261,
0.005273355636745691,
-0.03793293982744217,
-0.009590479545295238,
-0.07635833323001862,
0.053522415459156036,
-0.008720498532056808,
-4.5907738009914385e-34,
-0.017464805394411087,
-0.026641052216291428,
0.0733894556760788,
0.015973391011357307,
-0.056023236364126205,
-0.07226710021495819,
0.027749700471758842,
-0.0592341348528862,
-0.004934518598020077,
0.01128814835101366,
-0.0016199444653466344,
0.0007114340551197529,
-0.006082192528992891,
-0.04798715189099312,
0.020519565790891647,
0.16430793702602386,
0.07806337624788284,
-0.024523984640836716,
0.03461587801575661,
-0.0037686561699956656,
-0.008929255418479443,
0.051641836762428284,
-0.07025734335184097,
0.03459441661834717,
0.001412310404703021,
0.027292495593428612,
0.12339801341295242,
0.048838913440704346,
-0.0752502828836441,
-0.0612039677798748,
-0.029691608622670174,
-0.05160955339670181,
-0.06934895366430283,
0.03378704562783241,
-0.049213435500860214,
0.047119464725255966,
0.025596963241696358,
-0.04436604678630829,
-0.009838671423494816,
0.009491599164903164,
0.02825198695063591,
0.06439284980297089,
-0.04179834574460983,
-0.030858434736728668,
-0.03944338858127594,
0.02979997731745243,
0.025581637397408485,
0.09178317338228226,
-0.03580953925848007,
0.018698228523135185,
0.06368273496627808,
-0.07677710056304932,
-0.020089589059352875,
0.007503225933760405,
0.006289678625762463,
0.04212929308414459,
-0.029690153896808624,
0.04963521286845207,
0.06444191932678223,
-0.008430340327322483,
-0.018996601924300194,
-0.02639758586883545,
0.0029984659049659967,
0.0647771954536438,
0.03482019901275635,
-0.04785499721765518,
-0.008152980357408524,
0.08808740973472595,
-0.01603131741285324,
0.01802353747189045,
0.027198033407330513,
0.029204227030277252,
0.05280975624918938,
-0.006074946839362383,
-0.019980337470769882,
-0.031959325075149536,
0.09122515469789505,
-0.05701224133372307,
-0.008083805441856384,
-0.03595850616693497,
0.057356204837560654,
0.013355047442018986,
0.05204349756240845,
0.027354538440704346,
-0.01120659802109003,
0.10416305065155029,
0.04599831625819206,
-0.04482606425881386,
0.014320412650704384,
0.012933333404362202,
-0.13131806254386902,
0.036219172179698944,
0.06269296258687973,
-0.04680563509464264,
0.024874204769730568,
-1.8918983712978843e-8,
-0.12024722993373871,
-0.06480711698532104,
0.010463124141097069,
-0.01156701985746622,
0.09511248767375946,
0.06609837710857391,
0.04116837680339813,
0.05577396973967552,
-0.11503172665834427,
-0.04377899691462517,
0.015770841389894485,
-0.07809701561927795,
0.052119139581918716,
0.14189644157886505,
0.06570691615343094,
0.01794826239347458,
-0.040305621922016144,
-0.08316285163164139,
0.003333785803988576,
0.020281007513403893,
-0.0319090336561203,
0.056247420608997345,
0.06381719559431076,
0.10614022612571716,
-0.004968974273651838,
0.042628709226846695,
-0.011088707484304905,
0.017816869542002678,
0.11706247925758362,
-0.032456059008836746,
-0.08966060727834702,
-0.0033974689431488514,
-0.038893863558769226,
-0.0280026663094759,
0.007163302972912788,
0.07970698177814484,
-0.020958727225661278,
0.03262665867805481,
-0.025426451116800308,
0.04490390047430992,
-0.0988074243068695,
0.02365865744650364,
-0.007911073975265026,
0.012101167812943459,
0.00801129825413227,
0.060347333550453186,
0.0410105399787426,
-0.06324610114097595,
-0.052780866622924805,
-0.033143650740385056,
0.01975901424884796,
-0.026031682267785072,
-0.02575569599866867,
0.05482324957847595,
0.03798912465572357,
-0.0989433154463768,
-0.04754612222313881,
-0.049730293452739716,
0.027796128764748573,
-0.008796903304755688,
-0.024837452918291092,
0.003008427331224084,
-0.02275019884109497,
0.00031605042750015855
] | p | On the next step we will learn how to actually search for closest vectors. | [
"articles",
"articles/neural-search-tutorial"
] | 6,720 |
[
"Neural Search Tutorial - Qdrant",
"Upload data to Qdrant"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(41) | [
-0.0837123915553093,
0.020267406478524208,
-0.07817238569259644,
0.014911660924553871,
0.015148226171731949,
0.01421924028545618,
-0.02806357853114605,
-0.03542836755514145,
-0.1027248278260231,
0.0013214248465374112,
0.05381153151392937,
-0.0685584545135498,
0.03111555613577366,
-0.05096492916345596,
-0.0463893860578537,
0.09322403371334076,
-0.13198134303092957,
-0.002367478096857667,
0.04273144528269768,
-0.03367999941110611,
0.05783389136195183,
-0.09506667405366898,
0.00519716227427125,
-0.07816141098737717,
0.08304288983345032,
-0.00258901109918952,
0.03050922602415085,
0.04636687412858009,
0.04668926075100899,
0.012991338968276978,
0.08079762756824493,
-0.014864052645862103,
0.06601152569055557,
0.04338616877794266,
0.1014741063117981,
-0.05125633254647255,
0.04098239168524742,
-0.00804150477051735,
-0.01746411807835102,
-0.005931711755692959,
0.04926493391394615,
-0.021724313497543335,
0.03859163075685501,
0.028288448229432106,
-0.024334050714969635,
0.013007760979235172,
-0.0618756040930748,
-0.033134330064058304,
0.02711900696158409,
-0.03147159516811371,
-0.007538540288805962,
-0.03860129043459892,
-0.04045730084180832,
0.0038681754376739264,
-0.003958748187869787,
0.021206321194767952,
-0.005459445063024759,
-0.04664296656847,
0.014792813919484615,
0.006604293826967478,
0.055803243070840836,
-0.025818152353167534,
-0.040078289806842804,
0.013028411194682121,
0.004807217512279749,
0.04115529730916023,
-0.046836234629154205,
-0.07710182666778564,
-0.016594231128692627,
-0.07629813998937607,
-0.11539946496486664,
-0.042733363807201385,
-0.007743708789348602,
-0.07304361462593079,
0.03240910544991493,
0.024076003581285477,
-0.06773918122053146,
0.021799637004733086,
-0.0431240051984787,
-0.07728493213653564,
-0.04135262593626976,
0.009351707994937897,
0.015245525166392326,
0.04933802783489227,
0.10811041295528412,
0.07187166810035706,
-0.03224379941821098,
0.029962193220853806,
0.05295177549123764,
0.03050614707171917,
-0.023719504475593567,
-0.032421957701444626,
-0.03698286414146423,
0.000720928015653044,
-0.10134140402078629,
-0.008562724106013775,
-0.03819415345788002,
-0.007205985952168703,
0.0008039170643314719,
0.02559111826121807,
-0.07367640733718872,
-0.09748285263776779,
-0.011355091817677021,
0.002021573018282652,
-0.019329989328980446,
-0.0407019667327404,
0.06925366818904877,
0.07698976993560791,
-0.017548667266964912,
0.005693821236491203,
-0.036792851984500885,
0.0424225777387619,
0.05727531015872955,
-0.009335033595561981,
-0.03870357945561409,
0.12996773421764374,
0.002618927974253893,
0.041771601885557175,
0.08478128165006638,
-0.07224766165018082,
0.03660435602068901,
0.006414929870516062,
-0.08589401841163635,
-0.03600729629397392,
-0.06025827303528786,
-0.01841473951935768,
0.0014552745269611478,
-2.0809859144553498e-33,
0.06562080979347229,
0.049866486340761185,
0.017095670104026794,
-0.007570485584437847,
-0.019174139946699142,
0.00043851250666193664,
0.027279287576675415,
-0.01785610429942608,
-0.023942559957504272,
0.02299703285098076,
-0.0002340586797799915,
-0.06021285057067871,
0.00004739574796985835,
-0.02598525583744049,
-0.1539049595594406,
-0.11547482013702393,
-0.02618429623544216,
0.09203846007585526,
0.03769110143184662,
-0.009329316206276417,
0.024827705696225166,
-0.03692995011806488,
-0.0006152868154458702,
0.0021935177501291037,
0.010325499810278416,
0.10986125469207764,
-0.024785490706562996,
-0.004418869502842426,
0.03940422832965851,
0.029179049655795097,
0.04369070753455162,
-0.024693021550774574,
-0.07208027690649033,
0.03890751674771309,
0.030737310647964478,
-0.003051269566640258,
-0.01684829406440258,
0.018188519403338432,
0.007297442760318518,
0.009153523482382298,
0.029719587415456772,
-0.1035037562251091,
0.007146592251956463,
-0.10059289634227753,
-0.08528850972652435,
-0.05442050099372864,
0.0034815766848623753,
0.027498889714479446,
0.13638469576835632,
0.07343482226133347,
0.005465239752084017,
0.008973909541964531,
-0.052145443856716156,
-0.05692954361438751,
-0.0036246059462428093,
-0.050949130207300186,
-0.05712869018316269,
0.03421958163380623,
0.021165117621421814,
0.0266494769603014,
0.009730036370456219,
0.07058051228523254,
0.027880793437361717,
-0.03887474164366722,
-0.01795835606753826,
0.00919236522167921,
-0.040827810764312744,
-0.07177789509296417,
0.01965826004743576,
-0.026272013783454895,
-0.02405080758035183,
0.06543367356061935,
0.05163796618580818,
0.006900705397129059,
0.024890637025237083,
0.012360864318907261,
-0.011667581275105476,
-0.021676136180758476,
0.002770583610981703,
-0.049744900315999985,
-0.10133572667837143,
-0.02087394893169403,
-0.04620380327105522,
0.018884748220443726,
0.07541080564260483,
0.015507988631725311,
-0.005568737629801035,
-0.018786074593663216,
-0.060435082763433456,
-0.04872814193367958,
-0.044664353132247925,
-0.0637144222855568,
0.0499609000980854,
-0.03152455762028694,
-0.0068200682289898396,
6.051473846214426e-34,
0.038607966154813766,
-0.01656455360352993,
-0.0024757811333984137,
-0.04673854634165764,
-0.003461771411821246,
0.009907541796565056,
0.07963326573371887,
0.07074149698019028,
0.02233600988984108,
0.11135419458150864,
0.04774419218301773,
0.00966157391667366,
-0.06613819301128387,
0.030725719407200813,
0.08647522330284119,
0.017582682892680168,
-0.03400742635130882,
0.059590477496385574,
0.038339536637067795,
0.01243051141500473,
-0.019307313486933708,
0.11902548372745514,
-0.004261544439941645,
0.07402307540178299,
-0.03973621129989624,
-0.027143197134137154,
0.1019110158085823,
0.1233200803399086,
0.06925124675035477,
-0.0161812212318182,
0.03470136970281601,
0.02322615124285221,
-0.14393383264541626,
0.026532433927059174,
-0.009022138081490993,
-0.04964602366089821,
0.08919569849967957,
0.09726937860250473,
-0.004599614534527063,
0.05549274757504463,
0.04253441467881203,
-0.05892186611890793,
-0.0476933978497982,
0.036750778555870056,
0.03850412741303444,
0.03740692511200905,
0.1148170754313469,
0.04488106817007065,
-0.07765540480613708,
-0.00491496454924345,
0.042197003960609436,
-0.05127561092376709,
0.02865888737142086,
0.02408948540687561,
-0.0026838977355509996,
0.058197300881147385,
0.11425745487213135,
-0.010058646090328693,
0.03490559756755829,
-0.053727343678474426,
-0.000910164148081094,
-0.06501889228820801,
0.07821059972047806,
0.0003404070157557726,
0.0846087709069252,
-0.024203568696975708,
-0.0051694996654987335,
0.06755268573760986,
-0.08362943679094315,
-0.026629740372300148,
-0.021034520119428635,
0.014452067203819752,
0.09382198005914688,
-0.019665885716676712,
0.08116317540407181,
-0.09550595283508301,
0.05335288122296333,
-0.026421930640935898,
0.059706028550863266,
0.006292770151048899,
-0.007875381968915462,
-0.013105164282023907,
0.038274507969617844,
-0.07584240287542343,
0.027781056240200996,
-0.07507279515266418,
0.021759023889899254,
0.07819312065839767,
-0.020381875336170197,
-0.040486015379428864,
-0.12912826240062714,
0.02666790969669819,
0.11368372291326523,
0.01428420189768076,
0.013839193619787693,
-2.3803840676350774e-8,
-0.07437364012002945,
-0.0019280569395050406,
-0.006541626062244177,
0.025998763740062714,
0.0533628948032856,
0.05619080737233162,
0.03176281601190567,
0.05541698634624481,
-0.018645603209733963,
-0.08783245086669922,
0.025906343013048172,
-0.010656917467713356,
0.041569825261831284,
0.0349527969956398,
-0.0031435389537364244,
-0.028689483180642128,
-0.07148364931344986,
0.03196217864751816,
0.007444701157510281,
0.006276553496718407,
-0.023992720991373062,
-0.06516658514738083,
0.059286147356033325,
-0.010442149825394154,
-0.007208626251667738,
-0.01658230647444725,
-0.03280670940876007,
0.02092033065855503,
0.04584401100873947,
-0.03605949506163597,
-0.03803999349474907,
0.052534423768520355,
-0.006567252799868584,
0.03244021162390709,
-0.0651499405503273,
0.06317391991615295,
-0.05647661164402962,
-0.0014904483687132597,
-0.011481545865535736,
-0.022936014458537102,
0.027127722278237343,
0.03292423486709595,
-0.06983306258916855,
-0.02408556081354618,
0.030235860496759415,
0.10430982708930969,
-0.00251156953163445,
-0.018536077812314034,
-0.06560897082090378,
0.03436031565070152,
-0.027419334277510643,
-0.024074295535683632,
0.014697548933327198,
-0.000488501915242523,
-0.07860841602087021,
-0.05094369500875473,
0.01903868466615677,
-0.03138459101319313,
0.07102905958890915,
0.06931986659765244,
-0.00771598843857646,
0.10812036693096161,
-0.0005120844580233097,
-0.01687447540462017
] | p | The full code for this step could be found here. | [
"articles",
"articles/neural-search-tutorial"
] | 6,721 |
[
"Neural Search Tutorial - Qdrant"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > h3:nth-of-type(4) | [
-0.0855773538351059,
0.03698958083987236,
-0.07323766499757767,
0.05322054773569107,
-0.044608067721128464,
0.020815780386328697,
-0.06416817009449005,
0.05429388955235481,
0.016952909529209137,
-0.06983128190040588,
-0.00881352461874485,
-0.019002318382263184,
0.1356830894947052,
-0.0027494151145219803,
0.047528017312288284,
-0.012341667897999287,
0.007631829474121332,
0.0315140075981617,
0.019641656428575516,
-0.08189734816551208,
0.08621221035718918,
0.0631745308637619,
0.02333705686032772,
-0.040040869265794754,
-0.07690498232841492,
-0.043929729610681534,
-0.030518759042024612,
-0.12973091006278992,
-0.004968835506588221,
0.10508611798286438,
-0.01816066913306713,
-0.04755924642086029,
-0.016446147114038467,
0.1335117667913437,
-0.05890754237771034,
-0.01065927091985941,
-0.07859774678945541,
-0.046655524522066116,
0.027249682694673538,
-0.06297962367534637,
-0.03732841834425926,
0.00699198804795742,
-0.06197784096002579,
-0.03083331696689129,
0.03229926899075508,
-0.03153689578175545,
0.0076013715006411076,
-0.04939080774784088,
0.05349971354007721,
0.03537101671099663,
-0.09651518613100052,
-0.02002439647912979,
-0.04798165336251259,
-0.0963209941983223,
0.047728173434734344,
-0.01931357942521572,
-0.07515766471624374,
-0.009556198492646217,
-0.05850491672754288,
-0.0554986447095871,
0.09213761985301971,
-0.07403907924890518,
0.01352120004594326,
0.02395501546561718,
0.049423664808273315,
-0.03811674192547798,
-0.005872888490557671,
-0.044686902314424515,
0.1576939970254898,
-0.16821686923503876,
-0.03440137207508087,
-0.0006513827247545123,
0.002354677766561508,
0.026571765542030334,
0.02574203908443451,
0.003912594635039568,
-0.025337189435958862,
0.03178400546312332,
0.010059870779514313,
0.0432041734457016,
-0.06302478164434433,
-0.050960149616003036,
0.0010724416933953762,
0.10138557851314545,
-0.019317569211125374,
0.0018632920691743493,
0.06664003431797028,
-0.0532863549888134,
0.05330788344144821,
-0.05133165046572685,
0.053170789033174515,
-0.07899148017168045,
-0.026330722495913506,
-0.06148553267121315,
0.043284762650728226,
0.034860167652368546,
-0.014659121632575989,
-0.05320379137992859,
-0.021473102271556854,
0.013906791806221008,
-0.03261611983180046,
-0.001744777662679553,
-0.04331972077488899,
-0.056471627205610275,
-0.015110347419977188,
0.0619148388504982,
0.014094525016844273,
0.030210016295313835,
-0.012943753972649574,
0.03142109513282776,
-0.06789291650056839,
0.010230417363345623,
0.03766375035047531,
-0.062225159257650375,
-0.0033512632362544537,
0.05930079519748688,
-0.028712544590234756,
-0.03992145135998726,
0.06296747922897339,
0.05830018222332001,
0.025357399135828018,
0.03721615672111511,
-0.08214946836233139,
-0.03182405233383179,
-0.0007561985985375941,
0.0301432553678751,
-0.024993926286697388,
-3.8992256989568865e-33,
0.09614722430706024,
0.05725111812353134,
0.056907858699560165,
0.014722571708261967,
-0.04825374484062195,
-0.0014968251343816519,
0.10141374170780182,
0.08173608034849167,
-0.047063544392585754,
-0.04889156296849251,
-0.01894395239651203,
0.05607988312840462,
-0.046355076134204865,
0.0021654386073350906,
0.03992810100317001,
0.007246636785566807,
-0.024418367072939873,
-0.006145943887531757,
0.014933118596673012,
0.005224924068897963,
-0.03109230101108551,
-0.01811247318983078,
0.06652329862117767,
-0.0033293485175818205,
0.04178834706544876,
-0.004557265900075436,
-0.038119781762361526,
-0.06454210728406906,
-0.017964165657758713,
-0.000047638877731515095,
-0.03301478549838066,
-0.052350737154483795,
-0.08173131197690964,
-0.018122276291251183,
0.011507758870720863,
0.045635804533958435,
-0.08544331789016724,
0.09608858823776245,
-0.030979841947555542,
0.004333891440182924,
-0.06172117218375206,
0.01838652975857258,
-0.005010056775063276,
-0.08361896127462387,
-0.0021211321000009775,
0.025093290954828262,
-0.11532410979270935,
-0.05369114875793457,
0.04027683287858963,
0.02390698529779911,
0.02661794051527977,
0.090929314494133,
-0.07097550481557846,
-0.02038269303739071,
0.08138824254274368,
0.05154486745595932,
0.04610069841146469,
0.0128879863768816,
-0.0239563025534153,
-0.033385682851076126,
0.0341356061398983,
-0.09381148964166641,
0.07596737146377563,
0.0512864924967289,
-0.039185553789138794,
-0.029345983639359474,
0.02648688107728958,
0.027230044826865196,
0.0531282015144825,
0.06619056314229965,
0.0803677961230278,
0.014497654512524605,
0.05511816218495369,
-0.009388933889567852,
-0.03190143033862114,
-0.06222200766205788,
0.01718168333172798,
-0.011991998180747032,
0.005828436464071274,
-0.05331749841570854,
0.06725875288248062,
-0.09183252602815628,
0.011013000272214413,
0.05107877776026726,
0.03333571180701256,
-0.011851129122078419,
-0.008245567791163921,
-0.05952141806483269,
0.020709887146949768,
-0.01583261229097843,
-0.03881089761853218,
0.05700043961405754,
-0.08294736593961716,
-0.017315294593572617,
-0.020392896607518196,
1.7043881975076056e-33,
0.024839751422405243,
-0.13091114163398743,
0.007417040411382914,
-0.05518050491809845,
-0.003408222459256649,
-0.02793513797223568,
0.05576428398489952,
-0.01273858267813921,
-0.0021248513367027044,
0.0980859026312828,
-0.01627977564930916,
-0.029712818562984467,
0.043934792280197144,
0.015966860577464104,
-0.05305405706167221,
0.11436241865158081,
-0.009848380461335182,
0.006802594289183617,
0.027002429589629173,
0.05630755051970482,
-0.10925125330686569,
0.07129416614770889,
-0.09690812230110168,
-0.01837010867893696,
-0.03532411530613899,
-0.03691620007157326,
-0.045264773070812225,
0.033793073147535324,
-0.05200912803411484,
-0.004910614341497421,
0.012453164905309677,
-0.005435607861727476,
-0.04985732585191727,
0.03696225956082344,
-0.06939008086919785,
0.025798598304390907,
0.054726168513298035,
0.07037893682718277,
-0.001646770047955215,
0.01794855110347271,
0.023447491228580475,
-0.02725604549050331,
0.011567441746592522,
-0.01932593807578087,
0.04470668360590935,
-0.061761122196912766,
-0.04142730310559273,
0.09847339242696762,
-0.03828003257513046,
-0.035388365387916565,
0.07312468439340591,
0.03782667964696884,
-0.04396095871925354,
-0.06518620252609253,
-0.018406162038445473,
-0.003503861604258418,
0.025534505024552345,
0.037745401263237,
0.015036909841001034,
0.009369625709950924,
-0.06394888460636139,
-0.019676275551319122,
-0.03125622496008873,
0.0996214747428894,
-0.021289914846420288,
-0.06554988771677017,
-0.015456621535122395,
0.025082306936383247,
-0.05430665984749794,
0.004132258705794811,
0.02185843512415886,
-0.0374741330742836,
0.07503142952919006,
0.03318636119365692,
0.049776215106248856,
0.023630337789654732,
0.04825551062822342,
0.0460672564804554,
0.02327057532966137,
0.03199256956577301,
-0.053989898413419724,
0.04847494140267372,
0.08323074877262115,
0.09791713207960129,
-0.0059336284175515175,
-0.0037161437794566154,
0.0025532932486385107,
0.08435740321874619,
-0.05932037904858589,
0.0006561408517882228,
-0.027165694162249565,
0.007544228807091713,
-0.059002991765737534,
0.02726995013654232,
0.047991301864385605,
-1.353612866239473e-8,
-0.03669583797454834,
0.031767234206199646,
-0.03431033343076706,
0.12063991278409958,
-0.04009171575307846,
0.06516993790864944,
0.00363797671161592,
0.06883940100669861,
-0.05011044815182686,
-0.02292221412062645,
-0.02787812054157257,
-0.006769608706235886,
-0.06734847277402878,
0.07720836997032166,
-0.025942444801330566,
0.012067483738064766,
0.0005956945242360234,
-0.007078384980559349,
-0.0035789276007562876,
-0.0070237210020422935,
-0.01114739291369915,
0.03566174581646919,
0.015598265454173088,
-0.019251544028520584,
0.08196929842233658,
0.021700570359826088,
-0.04523142799735069,
0.018181584775447845,
-0.03166300058364868,
0.03186777979135513,
-0.020690979436039925,
0.022980844601988792,
-0.028498347848653793,
-0.050472792237997055,
0.06638412177562714,
-0.04420517012476921,
-0.010539978742599487,
-0.046251341700553894,
-0.10420912504196167,
0.013490991666913033,
0.12528079748153687,
0.09182284027338028,
0.0342855304479599,
0.006220077630132437,
0.06491115689277649,
0.062309715896844864,
0.0521945096552372,
-0.09645891934633255,
0.11021076142787933,
-0.01231137290596962,
-0.03343872353434563,
-0.0048578097485005856,
0.02493378520011902,
-0.018384503200650215,
-0.01536683551967144,
0.0070103066973388195,
-0.061548832803964615,
0.002717558527365327,
0.035128191113471985,
-0.007434464525431395,
0.07480058073997498,
0.07081537693738937,
0.06393631547689438,
0.02858470007777214
] | h3 | Make a search API | [
"articles",
"articles/neural-search-tutorial"
] | 6,722 |
[
"Neural Search Tutorial - Qdrant",
"Make a search API"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(42) | [
-0.02217172086238861,
-0.08461795002222061,
0.045211415737867355,
-0.03914518654346466,
-0.06165071576833725,
0.057256393134593964,
-0.035262685269117355,
-0.027886956930160522,
-0.04979092627763748,
-0.0344318263232708,
-0.019594507291913033,
0.00729265296831727,
0.01183401420712471,
-0.015604880638420582,
-0.06040194258093834,
0.009653633460402489,
0.006398702505975962,
-0.008702769875526428,
-0.050840433686971664,
0.05677073448896408,
0.046300116926431656,
0.03529442101716995,
0.06472750753164291,
-0.053507525473833084,
-0.049901578575372696,
0.08046320080757141,
0.02391372062265873,
-0.06016828492283821,
0.03078470006585121,
-0.020441995933651924,
0.03300998732447624,
0.0028368355706334114,
0.004722295328974724,
0.11254362761974335,
0.017031341791152954,
0.04293236508965492,
-0.09466510266065598,
0.015336249954998493,
0.04297594726085663,
0.011560089886188507,
-0.021344253793358803,
-0.06151123717427254,
-0.01441704947501421,
0.08381237089633942,
0.11718622595071793,
0.03823653608560562,
-0.038824234157800674,
-0.06371425092220306,
0.04217757657170296,
-0.0823749527335167,
-0.11184103041887283,
-0.04032164439558983,
-0.0703602284193039,
-0.03427819535136223,
0.027061032131314278,
0.09780314564704895,
0.05677613615989685,
-0.03329646214842796,
-0.07554050534963608,
-0.047094348818063736,
-0.023816853761672974,
-0.007580706849694252,
-0.026647718623280525,
0.004649261943995953,
0.05598017945885658,
0.012279393151402473,
0.020031452178955078,
0.02776305004954338,
0.10812593996524811,
0.04862498119473457,
0.05860063061118126,
0.09127426892518997,
0.00344694871455431,
0.06182244047522545,
0.0036536750849336386,
0.06592574715614319,
0.010616475716233253,
-0.007187459152191877,
0.07644328474998474,
-0.07688777893781662,
-0.03241080790758133,
-0.0026743728667497635,
0.040619369596242905,
0.07312466949224472,
0.03315644711256027,
0.014224153012037277,
0.017952818423509598,
0.008153686299920082,
-0.0215646643191576,
-0.02213313616812229,
-0.030502809211611748,
-0.045999377965927124,
0.009407845325767994,
-0.0774979516863823,
-0.02943756803870201,
0.09138038009405136,
-0.016434170305728912,
-0.04955064505338669,
0.00494538526982069,
0.0115694934502244,
-0.03415965661406517,
0.016584133729338646,
0.012707595713436604,
-0.10158645361661911,
-0.08277422934770584,
0.02700747363269329,
0.01645636186003685,
0.01232999563217163,
0.05042890086770058,
-0.1434253305196762,
-0.04847126081585884,
-0.01127600111067295,
-0.006530360318720341,
0.0011537085520103574,
0.04879171401262283,
0.020074879750609398,
0.012474487535655499,
-0.029145976528525352,
0.09975523501634598,
0.10380703955888748,
0.029536506161093712,
0.04233738034963608,
-0.07997916638851166,
-0.030176345258951187,
-0.045214779675006866,
-0.03101326897740364,
-0.12914623320102692,
-3.594433605442099e-33,
0.020207352936267853,
0.03229442238807678,
0.026377016678452492,
0.11693607270717621,
-0.02887548692524433,
0.05177496373653412,
0.03595207631587982,
0.031381189823150635,
-0.02520321123301983,
0.014437809586524963,
-0.09562041610479355,
-0.0010168898152187467,
-0.10960695147514343,
0.09179890900850296,
-0.02197401411831379,
-0.07850423455238342,
0.0007231948547996581,
0.024762259796261787,
-0.04199680685997009,
-0.07354569435119629,
-0.032835524529218674,
-0.015724599361419678,
0.05666258558630943,
-0.015278558246791363,
0.020312605425715446,
-0.013598330318927765,
0.004042862914502621,
-0.07715820521116257,
0.0053796423599123955,
0.003057663096114993,
-0.0603785365819931,
-0.03011932596564293,
-0.11811758577823639,
-0.011562489904463291,
-0.02024325542151928,
0.04395556077361107,
0.014824047684669495,
0.06063650920987129,
0.013676080852746964,
-0.06362420320510864,
-0.04144920036196709,
0.05182216316461563,
-0.009849689900875092,
-0.005099397152662277,
0.0074652088806033134,
0.01768452115356922,
0.0020372953731566668,
0.0035850871354341507,
0.06419005990028381,
-0.008149988949298859,
-0.022688422352075577,
0.04924709349870682,
-0.016877682879567146,
-0.0882541611790657,
0.02994270995259285,
0.09383711218833923,
0.016057126224040985,
0.0699785128235817,
-0.05372920259833336,
0.019202707335352898,
0.03211919218301773,
0.02859022654592991,
0.03466854989528656,
0.04078516364097595,
-0.03833836689591408,
0.0279152300208807,
-0.06145628169178963,
-0.0679742619395256,
0.08137417584657669,
-0.027714116498827934,
0.05202820152044296,
0.023520972579717636,
-0.004218540154397488,
-0.011774387210607529,
0.028564929962158203,
0.013472110033035278,
0.034228142350912094,
-0.06926436722278595,
-0.021670766174793243,
-0.02291746996343136,
0.028594983741641045,
-0.049904052168130875,
-0.006889872718602419,
0.011736000888049603,
0.015421003103256226,
0.07012464851140976,
0.117526575922966,
-0.07588758319616318,
-0.01664135232567787,
0.047427430748939514,
-0.054534804075956345,
0.0024521343875676394,
0.03133712708950043,
0.0052231233566999435,
-0.012601487338542938,
2.1712273300710306e-33,
0.01017010398209095,
0.004032255616039038,
-0.06970538198947906,
0.031223060563206673,
0.011548805981874466,
-0.026947902515530586,
-0.021921275183558464,
-0.03691587969660759,
-0.04342983290553093,
0.11382957547903061,
0.044802334159612656,
0.024813540279865265,
-0.020159123465418816,
-0.09318201243877411,
-0.08609301596879959,
0.01038355566561222,
0.010139958932995796,
-0.0009933484252542257,
0.04280505329370499,
0.10162919014692307,
-0.04965459555387497,
0.1334664523601532,
-0.08565093576908112,
0.04920726269483566,
-0.08376607298851013,
0.023172037675976753,
0.028989316895604134,
0.04055185616016388,
-0.04747030511498451,
0.020035497844219208,
-0.057132571935653687,
-0.06114005669951439,
-0.02549111098051071,
0.059809766709804535,
-0.05981799587607384,
0.060810863971710205,
0.07698551565408707,
-0.0895201563835144,
-0.07985879480838776,
0.07772407680749893,
0.022432798519730568,
0.035438358783721924,
-0.06546666473150253,
0.038312651216983795,
0.019300241023302078,
-0.0894496962428093,
-0.005017516203224659,
0.044283609837293625,
-0.023843539878726006,
0.08366141468286514,
-0.012463364750146866,
0.019094811752438545,
-0.11440235376358032,
-0.06861845403909683,
0.011118120513856411,
-0.007694961503148079,
0.03726588189601898,
-0.090773805975914,
-0.013376396149396896,
0.05077311024069786,
-0.08772848546504974,
-0.016693737357854843,
0.04214441031217575,
-0.004038547165691853,
-0.004996865522116423,
-0.04693823680281639,
-0.03843199089169502,
0.11473914235830307,
-0.0071259913966059685,
-0.049747027456760406,
0.048574499785900116,
0.05137531831860542,
-0.027972614392638206,
-0.010436369106173515,
-0.006888320203870535,
-0.021162372082471848,
0.015945076942443848,
0.031224139034748077,
0.07118337601423264,
-0.02008701302111149,
-0.017852507531642914,
-0.0055847009643912315,
0.004436322953552008,
0.12025026232004166,
0.06965111196041107,
0.06945466995239258,
0.049741048365831375,
0.0666426420211792,
0.010866210795938969,
0.01696009933948517,
-0.062485471367836,
-0.007429043762385845,
0.07641025632619858,
-0.025059860199689865,
-0.05015537887811661,
-2.3330871457005742e-8,
-0.03922190144658089,
-0.026068473234772682,
0.01382050383836031,
0.09286907315254211,
0.09703622758388519,
-0.06539279222488403,
-0.03809361904859543,
0.035647645592689514,
-0.07279444485902786,
-0.04586794972419739,
0.0823003351688385,
0.039425306022167206,
-0.002682247431948781,
0.03910062462091446,
0.04130803793668747,
0.019284920766949654,
-0.02215953916311264,
0.04980385676026344,
-0.04787231981754303,
-0.02051164023578167,
0.056318074464797974,
0.036527909338474274,
-0.01566736400127411,
0.07273811846971512,
0.0963357537984848,
-0.014125743880867958,
-0.08013240993022919,
0.012012805789709091,
0.003557822899892926,
0.07696264982223511,
0.0014394291210919619,
0.007415308617055416,
-0.04453849792480469,
-0.056280650198459625,
0.06488945335149765,
0.03616050258278847,
0.030130557715892792,
0.007510425988584757,
-0.06742265075445175,
-0.04356690123677254,
-0.04633040726184845,
-0.01008706633001566,
0.019575918093323708,
0.010902742855250835,
0.01162561122328043,
-0.033881913870573044,
0.01636972837150097,
-0.11098445951938629,
0.054471079260110855,
-0.08321531116962433,
-0.040902212262153625,
-0.009503897279500961,
0.00410256814211607,
0.04901394993066788,
0.053047746419906616,
-0.00004057324258610606,
0.002611796371638775,
-0.021808143705129623,
-0.06053806096315384,
0.02360982820391655,
-0.0011791863944381475,
0.06598841398954391,
-0.027923526242375374,
0.017377199605107307
] | p | Now that all the preparations are complete, let’s start building a neural search class. | [
"articles",
"articles/neural-search-tutorial"
] | 6,723 |
[
"Neural Search Tutorial - Qdrant",
"Make a search API"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(43) | [
0.042935293167829514,
-0.059347767382860184,
0.010293116793036461,
-0.11076290905475616,
0.0004144813574384898,
-0.03507407382130623,
-0.07740762084722519,
-0.00033132635871879756,
-0.10095512866973877,
-0.003363188588991761,
0.05299483612179756,
-0.05735209956765175,
-0.05505341291427612,
0.02990652434527874,
0.050168488174676895,
0.04255795478820801,
-0.008463961072266102,
0.007138727232813835,
0.09154660999774933,
0.0052398922853171825,
0.007062023971229792,
-0.08802226185798645,
-0.027309847995638847,
-0.10835215449333191,
-0.03515864163637161,
-0.025928920134902,
0.030154380947351456,
0.05470533296465874,
-0.031372930854558945,
0.011475895531475544,
-0.02814590372145176,
-0.05334975942969322,
0.10611297190189362,
0.03634882718324661,
0.04339335113763809,
-0.03569946065545082,
0.07676533609628677,
-0.06250189989805222,
-0.08998102694749832,
-0.04668112471699715,
-0.021084172651171684,
0.00597450602799654,
-0.04069264233112335,
0.006374605465680361,
0.002347860485315323,
-0.046538811177015305,
0.06824403256177902,
0.03087751194834709,
0.11166177690029144,
-0.03297694772481918,
-0.026908699423074722,
-0.030794624239206314,
-0.03531574085354805,
-0.029951320961117744,
-0.01681562326848507,
-0.04334913566708565,
-0.025836966931819916,
0.016091229394078255,
0.0013348100474104285,
-0.000708816631231457,
0.035096071660518646,
-0.027597466483712196,
-0.011531052179634571,
0.09453877806663513,
-0.016028936952352524,
-0.00785457156598568,
0.04427715763449669,
0.005642888601869345,
0.006023337598890066,
-0.01471953745931387,
-0.13682933151721954,
-0.032364170998334885,
-0.047439511865377426,
-0.041275154799222946,
-0.10290684551000595,
-0.04204893112182617,
0.021041087806224823,
-0.01736033894121647,
-0.030170511454343796,
0.020999819040298462,
-0.0857742428779602,
0.02096320316195488,
0.005249648354947567,
0.03201460465788841,
0.06581651419401169,
0.043156251311302185,
-0.042675621807575226,
-0.028762372210621834,
-0.02194051444530487,
-0.040509697049856186,
-0.004193982575088739,
-0.04986664652824402,
-0.03096388652920723,
0.034630853682756424,
0.0009291247115470469,
0.0037268069572746754,
0.05307388678193092,
-0.07011586427688599,
-0.010784785263240337,
0.0927763432264328,
-0.042726051062345505,
-0.0813179537653923,
0.014529985375702381,
0.04603753611445427,
-0.0729009136557579,
-0.018774906173348427,
-0.005639195907860994,
0.03495714068412781,
-0.06285631656646729,
-0.06764201819896698,
-0.04004981741309166,
-0.04882451146841049,
-0.019828492775559425,
-0.029294192790985107,
-0.015135505236685276,
0.05520430579781532,
-0.0714331865310669,
0.009570860303938389,
-0.009810734540224075,
-0.00031191259040497243,
-0.019811242818832397,
-0.03484167531132698,
-0.04675132781267166,
-0.05012296512722969,
0.0604405552148819,
0.013447648845613003,
0.006529522128403187,
-3.92159498911105e-33,
0.04255017265677452,
0.10394588112831116,
-0.08623915910720825,
0.06747260689735413,
-0.03668374568223953,
-0.007833657786250114,
-0.008378792554140091,
-0.06896339356899261,
-0.08451484143733978,
0.0187691617757082,
0.05753626674413681,
-0.047881629317998886,
-0.0610363744199276,
0.03183000534772873,
0.03559679538011551,
-0.09277017414569855,
0.012876533903181553,
0.02892114222049713,
0.058620862662792206,
-0.05030577629804611,
-0.05512359365820885,
-0.05970558151602745,
-0.008027619682252407,
-0.01672021858394146,
0.0052420892752707005,
0.046471208333969116,
0.07600650191307068,
-0.021839603781700134,
0.10100653767585754,
0.005946205463260412,
-0.016639580950140953,
-0.04163491353392601,
-0.029425418004393578,
-0.001548770465888083,
0.027203701436519623,
-0.0015268356073647738,
-0.1060706079006195,
-0.0004210988408885896,
0.004930991679430008,
-0.024510987102985382,
0.011313600465655327,
0.0007427061209455132,
-0.021366598084568977,
-0.09184286743402481,
0.07643968611955643,
0.04415835812687874,
0.04257999360561371,
0.07616604119539261,
0.15028487145900726,
0.05714692547917366,
-0.018078653141856194,
-0.07408416271209717,
0.03528645262122154,
0.07328048348426819,
-0.032124586403369904,
0.02695622108876705,
-0.010870302096009254,
-0.03212990611791611,
0.04970311000943184,
0.009917493909597397,
-0.001853169989772141,
-0.03378242999315262,
0.014506242237985134,
-0.003008989617228508,
0.05708348751068115,
-0.05791943892836571,
-0.0019825161434710026,
0.03234479948878288,
-0.015811214223504066,
0.047029927372932434,
-0.045183900743722916,
-0.04990655928850174,
0.032491642981767654,
0.047551728785037994,
-0.04731941223144531,
0.061087384819984436,
0.019078882411122322,
-0.004590605851262808,
-0.036200862377882004,
0.04299025982618332,
-0.07822524756193161,
0.0013112693559378386,
0.005658911541104317,
0.03995107486844063,
0.08317335695028305,
-0.022994011640548706,
0.008589154109358788,
0.06510182470083237,
0.013337329961359501,
0.04315050318837166,
0.016468090936541557,
0.053002044558525085,
0.03475719690322876,
0.028580740094184875,
-0.04323621094226837,
2.022981696727001e-33,
-0.05392757058143616,
-0.037532735615968704,
0.01448023971170187,
-0.03131380304694176,
0.011922997422516346,
0.05639048293232918,
-0.04311329498887062,
-0.07454012334346771,
0.001631279126740992,
0.04872331768274307,
0.018734121695160866,
0.015153641812503338,
0.08725621551275253,
-0.02283458039164543,
0.009756620973348618,
0.03905175253748894,
0.027972884476184845,
0.000273288635071367,
-0.0042070928029716015,
-0.0019951353315263987,
-0.013534811325371265,
0.04803654924035072,
0.030907774344086647,
0.03341276943683624,
0.008880614303052425,
-0.04381036013364792,
0.10021642595529556,
0.07108132541179657,
0.006228565704077482,
0.04136766493320465,
0.03523557260632515,
0.027665575966238976,
-0.05844520032405853,
-0.03859081119298935,
0.0354609414935112,
-0.0254807211458683,
0.12434805929660797,
0.0018267020350322127,
-0.046913012862205505,
-0.014661049470305443,
0.08436085283756256,
0.011855789460241795,
-0.09435463696718216,
-0.06397169083356857,
0.043228164315223694,
-0.01859576441347599,
0.10548155754804611,
-0.03977351635694504,
-0.0688193142414093,
-0.0022582237143069506,
0.005590479355305433,
-0.07430626451969147,
0.05396363139152527,
-0.03361621871590614,
-0.005138874519616365,
0.004968680441379547,
0.0994514524936676,
0.12143053114414215,
0.0640447810292244,
-0.007457800209522247,
-0.027127761393785477,
-0.012562443502247334,
0.02621517889201641,
-0.05029281601309776,
-0.008313409052789211,
-0.08481432497501373,
0.04485496133565903,
0.09459555894136429,
-0.10225340723991394,
0.061884574592113495,
-0.13617174327373505,
0.0674712210893631,
0.07754887640476227,
-0.005940493196249008,
0.05772724002599716,
0.011178998276591301,
-0.07310789823532104,
0.05660540610551834,
0.04850984737277031,
0.001088411663658917,
0.023373395204544067,
0.0052331616170704365,
0.08011649549007416,
-0.019239986315369606,
0.02553028240799904,
-0.006868886761367321,
0.045835159718990326,
-0.08106798678636551,
0.016674716025590897,
-0.1057484894990921,
-0.0738786831498146,
0.010834796354174614,
0.09176966547966003,
0.04632323235273361,
0.023053869605064392,
-1.845572938918849e-8,
0.013075641356408596,
-0.09093425422906876,
-0.04761067405343056,
0.03009628690779209,
0.0505366213619709,
0.014804217964410782,
0.05527891218662262,
-0.02289693057537079,
0.015677936375141144,
-0.08227778971195221,
0.08100467920303345,
-0.07098513096570969,
-0.0004773435939569026,
0.10330105572938919,
-0.031559016555547714,
0.022797880694270134,
-0.13392457365989685,
0.0840526595711708,
0.006630429532378912,
0.0006009917124174535,
0.048268161714076996,
-0.0293799489736557,
0.053332727402448654,
0.011988525278866291,
0.1316148340702057,
-0.08263800293207169,
0.01854909025132656,
-0.04056110233068466,
-0.0021574811544269323,
-0.024406488984823227,
-0.06395228952169418,
-0.023625165224075317,
-0.029598146677017212,
-0.03563009575009346,
0.02692854218184948,
0.028717124834656715,
-0.06376483291387558,
0.10672322660684586,
0.07400906831026077,
-0.0842989981174469,
0.020498882979154587,
0.09517888724803925,
0.02629959210753441,
-0.05272897705435753,
-0.025672616437077522,
-0.024948665872216225,
-0.05984632298350334,
-0.027450308203697205,
-0.0070902458392083645,
0.03297113627195358,
0.06605743616819382,
-0.014111009426414967,
-0.026657074689865112,
-0.010973900556564331,
0.041124772280454636,
0.04845496267080307,
0.044958509504795074,
0.054123565554618835,
0.023950837552547455,
0.01787126064300537,
0.06349805742502213,
0.06193484365940094,
-0.008983938954770565,
-0.021038196980953217
] | p | First, install all the requirements: | [
"articles",
"articles/neural-search-tutorial"
] | 6,724 |
[
"Neural Search Tutorial - Qdrant",
"Make a search API"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(44) | [
-0.09044851362705231,
-0.07149851322174072,
0.016707349568605423,
-0.012290489859879017,
-0.03227495402097702,
-0.040062591433525085,
-0.014866429381072521,
-0.03141951560974121,
0.018895816057920456,
-0.07201331108808517,
-0.0016274979570880532,
-0.03347288444638252,
0.016832273453474045,
-0.0619942732155323,
0.020093612372875214,
0.026320602744817734,
0.053939737379550934,
-0.028433391824364662,
-0.03342811018228531,
-0.005586803425103426,
0.12385386973619461,
-0.015805784612894058,
0.03419587388634682,
-0.08850393444299698,
-0.1241701990365982,
0.01671372354030609,
-0.07352274656295776,
-0.039328914135694504,
0.09594132751226425,
0.004650287330150604,
0.1334322690963745,
0.03353988751769066,
-0.03570258244872093,
0.10097809135913849,
-0.043052949011325836,
-0.014123628847301006,
-0.07323772460222244,
-0.032580263912677765,
-0.02301308512687683,
-0.03674960136413574,
-0.026282357051968575,
-0.022107388824224472,
-0.04250744357705116,
0.015046162530779839,
0.06129050254821777,
0.004184118937700987,
-0.012541919015347958,
-0.02472466602921486,
0.05618073791265488,
-0.060847725719213486,
-0.11523947864770889,
-0.015383866615593433,
-0.07014928013086319,
0.04798045754432678,
0.00489411037415266,
0.051476120948791504,
-0.06762392073869705,
0.03995690867304802,
-0.05407274514436722,
0.03219061717391014,
-0.032031167298555374,
-0.06828991323709488,
-0.037067949771881104,
-0.004428133834153414,
0.07715371251106262,
-0.03678746148943901,
-0.04638582840561867,
-0.03818200156092644,
0.05485035851597786,
-0.017462508752942085,
0.03693868964910507,
0.04256299138069153,
-0.09065023809671402,
0.020582759752869606,
0.03534235060214996,
0.010774691589176655,
-0.04590027034282684,
-0.06591013073921204,
0.03866162151098251,
-0.05189237371087074,
-0.02590823546051979,
-0.020982889458537102,
0.0012330757454037666,
0.002041218802332878,
0.0294794961810112,
0.02479856088757515,
0.0025112093426287174,
-0.07787095010280609,
-0.005752060562372208,
0.01690276898443699,
0.030642764642834663,
-0.08793136477470398,
0.011768912896513939,
0.018168577924370766,
0.053915586322546005,
0.055363401770591736,
0.019389044493436813,
-0.02886860817670822,
-0.03709124028682709,
0.0069856587797403336,
-0.036759622395038605,
0.02140970155596733,
0.06307754665613174,
-0.022055530920624733,
-0.0327853225171566,
-0.03236101567745209,
0.024113262072205544,
0.058046549558639526,
0.09348359704017639,
-0.07130938768386841,
-0.039122749119997025,
0.0018120049498975277,
0.020688265562057495,
-0.05872621014714241,
-0.023069879040122032,
0.04096551612019539,
0.032095104455947876,
0.00047499718493781984,
0.01805265247821808,
0.06589840352535248,
-0.059462010860443115,
-0.01137719489634037,
-0.04536721855401993,
-0.06325455009937286,
-0.03347647190093994,
-0.09858521074056625,
-0.04911176860332489,
3.0816996377559696e-35,
-0.00735992519184947,
0.03795011341571808,
-0.046311911195516586,
-0.003900559153407812,
-0.04966866597533226,
0.0620700865983963,
0.03837636113166809,
0.04501930996775627,
0.016743863001465797,
-0.04617886617779732,
-0.08764107525348663,
-0.007692425511777401,
-0.02047191560268402,
0.06457478553056717,
0.02692471072077751,
-0.024498064070940018,
0.05977668985724449,
0.07724682241678238,
0.041965000331401825,
-0.017580699175596237,
0.03825134411454201,
-0.010974882170557976,
0.036937180906534195,
-0.004133978392928839,
0.05367520451545715,
-0.004270328674465418,
0.007871144451200962,
-0.028590016067028046,
-0.03529905527830124,
0.009601036086678505,
-0.00828335527330637,
-0.01586569845676422,
-0.15817543864250183,
0.06681809574365616,
0.0745617225766182,
0.06902575492858887,
0.005681917071342468,
0.01401788555085659,
-0.018131783232092857,
-0.06838410347700119,
-0.056041792035102844,
0.026183834299445152,
-0.033668484538793564,
-0.025635723024606705,
-0.00842178612947464,
-0.11480072140693665,
-0.02697421796619892,
-0.0305156372487545,
0.033204905688762665,
0.014044181443750858,
0.011370273306965828,
0.09906080365180969,
0.054328639060258865,
-0.021172188222408295,
0.05650143325328827,
0.05579577758908272,
0.04134097322821617,
0.04132837429642677,
0.040389448404312134,
0.06314212083816528,
-0.000173363892827183,
-0.06955869495868683,
0.023990308865904808,
0.01885337010025978,
0.07862094044685364,
0.039244670420885086,
-0.021166501566767693,
0.0025180333759635687,
0.053115006536245346,
0.04733632504940033,
0.011632964946329594,
0.0037492571864277124,
0.05795874446630478,
-0.02511935867369175,
-0.010109561495482922,
-0.027255676686763763,
0.02577899768948555,
-0.054163359105587006,
0.06096436083316803,
0.002235557185485959,
0.012557286769151688,
-0.04782379791140556,
0.03611578792333603,
0.08445055037736893,
0.010822937823832035,
0.07961206138134003,
0.10463235527276993,
-0.08954598009586334,
-0.027781518176198006,
0.06598768383264542,
-0.030140958726406097,
0.07096266746520996,
-0.11006194353103638,
-0.011411807499825954,
-0.0098841842263937,
-1.1420885462463451e-33,
-0.06740845739841461,
-0.044392358511686325,
-0.06605148315429688,
0.06543466448783875,
0.026228081434965134,
0.016269493848085403,
0.013508649542927742,
-0.129164919257164,
0.0642913281917572,
0.12189486622810364,
0.03739805519580841,
-0.008768850937485695,
-0.014685606583952904,
-0.06363465636968613,
-0.0699586495757103,
0.04321746900677681,
-0.013698020949959755,
-0.006310996599495411,
0.07080094516277313,
0.08499085903167725,
-0.062419287860393524,
0.1575494110584259,
-0.13870468735694885,
0.03675774112343788,
-0.03956839069724083,
0.02179487608373165,
-0.03669099509716034,
0.005694111809134483,
-0.04393984377384186,
0.04616004601120949,
-0.05286915972828865,
-0.03662490099668503,
-0.07745979726314545,
-0.01082257553935051,
0.004667195491492748,
-0.011235339567065239,
0.09527324140071869,
0.028613926842808723,
-0.05620377138257027,
0.1091008335351944,
0.05513283982872963,
0.034868430346250534,
-0.0007658214890398085,
0.07425788789987564,
0.0022482441272586584,
-0.04364902526140213,
-0.0460970364511013,
0.08160912245512009,
-0.01950199156999588,
0.025098418816924095,
0.01592031680047512,
0.052314430475234985,
-0.11900762468576431,
-0.014524759724736214,
-0.04137609153985977,
-0.010767612606287003,
0.007785753346979618,
0.04315973073244095,
0.08598668873310089,
0.023516567423939705,
0.03694486618041992,
-0.020296279340982437,
-0.06283211708068848,
-0.04426666349172592,
0.05089454725384712,
-0.040395691990852356,
0.020317016169428825,
0.04354366287589073,
-0.0011768222320824862,
-0.04721648246049881,
0.03914804756641388,
-0.006290491670370102,
0.11729251593351364,
0.023398954421281815,
0.022838203236460686,
0.0016658501699566841,
-0.017379147931933403,
-0.03593852370977402,
0.025227447971701622,
0.005885989870876074,
-0.06680990755558014,
-0.0116890175268054,
-0.00865816418081522,
0.07927975058555603,
0.009140756912529469,
-0.02298264391720295,
0.029446031898260117,
0.017316384240984917,
-0.026238221675157547,
-0.051526084542274475,
0.009260669350624084,
-0.040119219571352005,
-0.01642322726547718,
0.07393065840005875,
-0.03340239077806473,
-2.1729309906959315e-8,
-0.02361113391816616,
-0.042427048087120056,
0.06323707848787308,
0.044097900390625,
0.07154437899589539,
0.03614382445812225,
-0.03154938295483589,
0.07337920367717743,
-0.03100218065083027,
-0.0819886103272438,
0.027677612379193306,
0.026440221816301346,
-0.02421644516289234,
0.04486548900604248,
0.07565322518348694,
-0.029800154268741608,
0.006742196623235941,
-0.043527182191610336,
-0.06858838349580765,
-0.09420128166675568,
0.011936906725168228,
-0.0008634853293187916,
-0.007224750239402056,
0.043690331280231476,
0.07589172571897507,
0.006448204629123211,
0.0006587552488781512,
0.05950264260172844,
-0.06054571270942688,
-0.015068760141730309,
-0.0006068453076295555,
0.020321765914559364,
0.008983884006738663,
-0.03818138316273689,
0.06828701496124268,
0.08654721081256866,
-0.060393258929252625,
-0.04503091797232628,
-0.09171970933675766,
-0.027663420885801315,
0.02123694308102131,
0.049101572483778,
0.040764376521110535,
0.05920898914337158,
0.035883426666259766,
-0.0028926602099090815,
0.03830980136990547,
-0.13515502214431763,
0.04139573872089386,
-0.061811335384845734,
0.027720794081687927,
-0.04422052949666977,
-0.0037505512591451406,
0.061520643532276154,
0.01359192281961441,
0.019725333899259567,
0.004580780863761902,
-0.06281103938817978,
-0.019059786573052406,
0.041395604610443115,
0.09876060485839844,
0.11361480504274368,
-0.01667986996471882,
-0.022288920357823372
] | p | In order to process incoming requests neural search will need 2 things. | [
"articles",
"articles/neural-search-tutorial"
] | 6,725 |
[
"Neural Search Tutorial - Qdrant",
"Make a search API"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(44) | [
-0.07631970196962357,
0.03437827154994011,
-0.07213063538074493,
0.03746585175395012,
-0.11952614039182663,
0.05495776981115341,
0.022742900997400284,
0.03523636609315872,
0.011380510404706001,
-0.02575632743537426,
-0.024888120591640472,
-0.0001782615581760183,
0.10161296278238297,
0.022643493488430977,
-0.022194134071469307,
0.03196646273136139,
0.04520849511027336,
0.00254821521230042,
0.08877064287662506,
-0.026738137006759644,
-0.04439544677734375,
0.039803583174943924,
0.003406289964914322,
-0.04762709513306618,
-0.013511351309716702,
-0.03423016518354416,
0.05229625478386879,
-0.052593596279621124,
0.0035922438837587833,
0.034459758549928665,
0.011858063749969006,
0.034226804971694946,
0.0023838889319449663,
0.11651133745908737,
-0.1189749538898468,
-0.00388903496786952,
-0.053916290402412415,
-0.05342451483011246,
-0.059494905173778534,
-0.026966901496052742,
-0.005834318231791258,
0.02336667664349079,
-0.08757966756820679,
0.03429413214325905,
0.11221788078546524,
-0.006034406367689371,
-0.05248144641518593,
0.06162714213132858,
0.0025635859929025173,
-0.05462758615612984,
-0.16254651546478271,
-0.0931246355175972,
-0.0865425169467926,
-0.0007382301264442503,
0.00881003774702549,
-0.009117593057453632,
-0.06095685809850693,
-0.05262245237827301,
-0.03475959971547127,
-0.010592067614197731,
-0.0011063648853451014,
-0.02487153373658657,
0.004895234480500221,
0.03792301192879677,
0.08123757690191269,
-0.01143427100032568,
-0.0509384348988533,
0.05840489640831947,
0.07891190052032471,
-0.0467916876077652,
-0.036630626767873764,
-0.018609851598739624,
-0.11926606297492981,
-0.03744785487651825,
-0.025774503126740456,
-0.0009577613673172891,
-0.04184245690703392,
0.030746065080165863,
0.015388340689241886,
-0.009018179960548878,
-0.06896717101335526,
-0.03973430395126343,
-0.051747336983680725,
0.016835464164614677,
0.06273830682039261,
-0.03048890084028244,
0.029735637828707695,
-0.07910463213920593,
0.06712078303098679,
-0.07482683658599854,
0.020560141652822495,
0.02395806647837162,
-0.013754625804722309,
-0.039276350289583206,
0.023675741627812386,
-0.005965196527540684,
0.11843276023864746,
-0.014406529255211353,
0.0943412035703659,
0.01877732202410698,
0.08835520595312119,
0.07100651413202286,
-0.0386408232152462,
-0.06767608970403671,
-0.0926637053489685,
0.029221002012491226,
0.04844999313354492,
0.04178659990429878,
0.027892129495739937,
-0.05630878359079361,
-0.1257275640964508,
0.03904246538877487,
-0.007676289416849613,
-0.11145151406526566,
-0.03906497731804848,
-0.01929636113345623,
0.00313926232047379,
0.05451234430074692,
0.0221550352871418,
0.05420544743537903,
-0.006614260841161013,
0.12014748156070709,
-0.05693933367729187,
-0.013932562433183193,
-0.03787542134523392,
0.02176925167441368,
-0.10975779592990875,
-1.927477372497498e-33,
0.016821611672639847,
0.013233405537903309,
0.03763137385249138,
0.00989199336618185,
-0.021659277379512787,
0.06377190351486206,
0.05822537839412689,
0.0037000146694481373,
-0.0408911295235157,
-0.017853491008281708,
-0.03994131460785866,
-0.007436081767082214,
-0.02430776134133339,
0.0220237597823143,
0.07804205268621445,
0.000418031879235059,
-0.07087869197130203,
0.035291627049446106,
0.05601920187473297,
-0.04016808047890663,
0.03400982916355133,
-0.05237407609820366,
-0.010567238554358482,
0.06081608682870865,
0.07415884733200073,
0.0003784248256124556,
0.03224177286028862,
0.028701111674308777,
-0.06436377018690109,
-0.007476747967302799,
-0.07044906914234161,
-0.046455252915620804,
-0.1345890909433365,
-0.05367598682641983,
-0.049302443861961365,
0.055934272706508636,
-0.005585315637290478,
-0.015619604848325253,
-0.008702567778527737,
-0.07107018679380417,
-0.0758172944188118,
-0.01610914058983326,
0.037941429764032364,
-0.09122300893068314,
-0.10271964222192764,
0.048834118992090225,
-0.06021018698811531,
0.01661607250571251,
0.0020999317057430744,
-0.02320222556591034,
-0.009394142776727676,
0.021852873265743256,
0.0025298853870481253,
0.04257691279053688,
0.07744961977005005,
0.04481358081102371,
0.06491604447364807,
0.08055848628282547,
-0.06516951322555542,
0.09348172694444656,
0.04701074957847595,
-0.04137369245290756,
0.043304964900016785,
-0.039432134479284286,
-0.012925209477543831,
-0.009544621221721172,
0.004708664026111364,
0.012682043947279453,
0.08809847384691238,
0.08544191718101501,
0.04091135784983635,
0.021917004138231277,
0.10391022264957428,
-0.034513041377067566,
0.02296600118279457,
-0.05229686573147774,
-0.061537690460681915,
-0.03910912573337555,
-0.006196824833750725,
-0.011505444534122944,
-0.03405400365591049,
-0.05163873732089996,
0.05005351081490517,
0.036019034683704376,
0.03636659309267998,
-0.05032511427998543,
0.07110956311225891,
-0.0783877894282341,
-0.05510479584336281,
0.04923184588551521,
-0.013084253296256065,
0.07698985934257507,
-0.0031661493703722954,
0.017861925065517426,
0.0485580675303936,
1.2906357673597576e-33,
-0.053147442638874054,
-0.037948764860630035,
-0.022338751703500748,
0.028356462717056274,
0.010963620617985725,
-0.0899619460105896,
-0.024691233411431313,
-0.021877707913517952,
-0.03109627217054367,
0.008040359243750572,
-0.03337385877966881,
-0.01527304109185934,
0.07140762358903885,
-0.05852813273668289,
-0.043351057916879654,
0.13171233236789703,
0.006064925342798233,
-0.0796864703297615,
-0.019665468484163284,
0.05287966877222061,
-0.0746208056807518,
0.06408852338790894,
-0.08697383105754852,
-0.022156530991196632,
-0.0033474108204245567,
0.04508635774254799,
0.040416307747364044,
0.03772970661520958,
-0.04934705048799515,
-0.019957033917307854,
-0.007611022796481848,
-0.16584451496601105,
-0.04875940829515457,
-0.020729204639792442,
-0.05079792067408562,
0.038095131516456604,
0.04273827746510506,
-0.00017128491890616715,
-0.007435397710651159,
0.08125554025173187,
-0.0037769621703773737,
0.01589580625295639,
-0.026717081665992737,
0.04222077131271362,
0.011034470982849598,
-0.00033004285069182515,
-0.045744188129901886,
0.046545904129743576,
0.02073075622320175,
-0.034274622797966,
0.029341837391257286,
0.08722830563783646,
-0.017312368378043175,
0.03988723084330559,
-0.016357095912098885,
0.0005009716260246933,
-0.03929559886455536,
0.02786700800061226,
0.05995723977684975,
-0.018502481281757355,
-0.02171124704182148,
-0.02696146070957184,
-0.01705153100192547,
0.0535774827003479,
0.02939336933195591,
-0.06477472931146622,
0.02276446297764778,
0.02191203646361828,
0.018083058297634125,
-0.03194902092218399,
0.04876348376274109,
-0.012533602304756641,
0.09173796325922012,
0.06036516651511192,
0.05979449301958084,
-0.0190056711435318,
-0.004890476819127798,
0.03530590981245041,
0.011835929937660694,
-0.0017479539383202791,
-0.05896158143877983,
-0.0018306220881640911,
0.08264719694852829,
0.11200995743274689,
-0.03330700844526291,
-0.03373659402132034,
0.024675054475665092,
0.04313105717301369,
-0.04265269637107849,
-0.009817717596888542,
0.004749034997075796,
0.033739835023880005,
-0.024024978280067444,
0.055050335824489594,
0.057169053703546524,
-1.9669155193469123e-8,
-0.0722382515668869,
-0.0282118022441864,
-0.0538192018866539,
0.04143946245312691,
0.06163226440548897,
-0.014705760404467583,
-0.030177989974617958,
0.10558965802192688,
-0.08445141464471817,
0.0652545914053917,
-0.024463772773742676,
-0.03789476305246353,
-0.027573425322771072,
0.07531213760375977,
0.07037799805402756,
0.010754859074950218,
0.055033352226018906,
0.030186209827661514,
-0.03212432190775871,
-0.06600070744752884,
0.01469974871724844,
0.12484089285135269,
-0.002638146746903658,
0.055741116404533386,
0.08740703016519547,
0.0377790629863739,
-0.02899441123008728,
0.05927303805947304,
0.08988828957080841,
0.035147663205862045,
-0.02616048790514469,
0.021345656365156174,
0.012822700664401054,
0.006758065428584814,
0.018776893615722656,
0.00939829833805561,
-0.04372715950012207,
-0.01579965278506279,
-0.06193854287266731,
0.06289941817522049,
-0.012598312459886074,
0.00862862728536129,
-0.029803933575749397,
0.06495171785354614,
0.026693370193243027,
-0.010702609084546566,
-0.004718131851404905,
-0.01802297681570053,
0.07663816958665848,
-0.0018947821808978915,
-0.009940091520547867,
-0.07302440702915192,
0.005571866873651743,
-0.013849252834916115,
-0.035180944949388504,
0.02513369545340538,
0.005838672164827585,
0.01485003437846899,
0.05336912348866463,
-0.03332393243908882,
0.010590894147753716,
-0.006088431924581528,
-0.0050977193750441074,
0.047839198261499405
] | p | A model to convert the query into a vector and Qdrant client, to perform a search queries. | [
"articles",
"articles/neural-search-tutorial"
] | 6,726 |
[
"Neural Search Tutorial - Qdrant",
"Make a search API"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(45) | [
-0.01733352616429329,
0.031104879453778267,
-0.06058356910943985,
0.042412035167217255,
0.0007443656213581562,
0.059430185705423355,
-0.03121013566851616,
-0.03285422921180725,
0.0006878941785544157,
-0.06216667592525482,
0.03515910729765892,
-0.015472340397536755,
0.09232766926288605,
-0.018932033330202103,
-0.02546621300280094,
-0.004592399578541517,
-0.06520427018404007,
0.008679121732711792,
0.05192087963223457,
-0.10330071300268173,
0.04534126818180084,
0.0411432646214962,
-0.010750483721494675,
-0.07962051033973694,
-0.027990838512778282,
-0.0246298685669899,
-0.02498488314449787,
-0.052089910954236984,
-0.005184377543628216,
-0.006027637980878353,
0.007099106442183256,
-0.0026615264359861612,
0.0822245180606842,
0.07173255831003189,
0.0018550073727965355,
-0.026996448636054993,
-0.1340845376253128,
0.018831906840205193,
0.058533795177936554,
-0.007081617135554552,
-0.07163453102111816,
0.014106005430221558,
0.036604344844818115,
-0.020701970905065536,
0.044056106358766556,
0.023762356489896774,
-0.07433586567640305,
0.005749596748501062,
0.0790446400642395,
-0.007319506257772446,
-0.05052608251571655,
0.004306947346776724,
-0.06679044663906097,
0.013362296856939793,
0.11111073940992355,
0.021067338064312935,
-0.02558320201933384,
-0.14426493644714355,
0.012717880308628082,
-0.015437007881700993,
0.05837920680642128,
-0.07891618460416794,
0.030086027458310127,
-0.0348980613052845,
0.021962236613035202,
-0.013907378539443016,
-0.01559574343264103,
-0.047042544931173325,
0.040604572743177414,
-0.014742479659616947,
0.020967502146959305,
0.006529852282255888,
0.005467528942972422,
-0.01265821885317564,
0.014928116463124752,
0.0638374611735344,
-0.037754010409116745,
-0.051937054842710495,
-0.03952375799417496,
0.061883002519607544,
-0.06131911650300026,
-0.02138989046216011,
0.030284740030765533,
0.06808814406394958,
0.06797991693019867,
-0.004324250854551792,
-0.006892218720167875,
-0.04882774502038956,
0.11126706004142761,
-0.025246012955904007,
-0.014822186902165413,
0.03185518831014633,
-0.029554717242717743,
-0.05403808876872063,
-0.05108106508851051,
0.006098276935517788,
0.048686131834983826,
0.03155898302793503,
0.09067300707101822,
0.00660993717610836,
-0.06555608659982681,
0.03573271632194519,
0.04580561816692352,
-0.10645127296447754,
-0.10234173387289047,
0.08569364249706268,
-0.0031983936205506325,
-0.01523627806454897,
-0.006263048853725195,
-0.04716777801513672,
-0.13263246417045593,
-0.03504844009876251,
0.0274258553981781,
-0.03908919543027878,
0.014219176955521107,
0.009486047551035881,
0.03970792889595032,
-0.03608966991305351,
0.042255811393260956,
0.07014977931976318,
0.026951204985380173,
0.006107765715569258,
-0.10633623600006104,
0.062418922781944275,
-0.05860775336623192,
0.05619211494922638,
-0.032530684024095535,
-2.0526312458390892e-34,
-0.0003391666687093675,
-0.006231787148863077,
0.03404679521918297,
-0.03206902742385864,
-0.09585343301296234,
-0.017400845885276794,
0.03898176923394203,
0.05242012068629265,
-0.07281516492366791,
0.051530834287405014,
-0.059504952281713486,
0.031848710030317307,
-0.03154166787862778,
-0.04955000430345535,
-0.03675543889403343,
-0.050939712673425674,
-0.002565666101872921,
-0.00634551839902997,
-0.042438916862010956,
-0.016428811475634575,
-0.059728458523750305,
-0.0240218173712492,
0.04810037836432457,
-0.032339341938495636,
0.1025049090385437,
-0.07181674987077713,
0.027142085134983063,
-0.10999658703804016,
0.03451129049062729,
-0.013819796964526176,
-0.03402620181441307,
0.05022119730710983,
-0.08368725329637527,
-0.0048785749822855,
0.04588918387889862,
0.043220940977334976,
-0.052767492830753326,
0.0924164429306984,
-0.003652186831459403,
0.01124607678502798,
-0.009438114240765572,
-0.02494984120130539,
-0.0019429703243076801,
-0.02829938381910324,
0.025182580575346947,
-0.04299610108137131,
-0.08134569972753525,
-0.029151849448680878,
0.08175573498010635,
0.015240318141877651,
0.004864679649472237,
0.06336341798305511,
-0.0967726781964302,
-0.016869183629751205,
0.03212514892220497,
0.04207625612616539,
0.015682950615882874,
0.10603488981723785,
-0.05609064921736717,
0.03183717280626297,
0.040936827659606934,
-0.02522716112434864,
0.030523987486958504,
0.020297572016716003,
-0.049708474427461624,
-0.05201924592256546,
-0.007634846027940512,
-0.008611834608018398,
0.020432831719517708,
0.09549630433320999,
0.10040690749883652,
-0.014969369396567345,
0.08520305901765823,
-0.05182744935154915,
0.04084436967968941,
-0.07364286482334137,
-0.02414638176560402,
-0.05800448730587959,
-0.007200176827609539,
-0.047244809567928314,
0.01611941307783127,
-0.0833374634385109,
0.034992702305316925,
0.05612953379750252,
0.0947595164179802,
-0.04807488992810249,
0.035242728888988495,
-0.03878797963261604,
-0.036289751529693604,
-0.10579391568899155,
-0.10941696166992188,
0.04334843531250954,
-0.05944223701953888,
-0.04634835571050644,
0.01915731653571129,
-1.025929316904956e-33,
0.06664813309907913,
-0.06070955842733383,
0.09154677391052246,
-0.013347325846552849,
0.03153233602643013,
-0.03938619792461395,
0.06301521509885788,
-0.029371201992034912,
0.0167371928691864,
0.10113658010959625,
0.030622700229287148,
-0.0027535315603017807,
-0.014682586304843426,
-0.043180912733078,
-0.05247312784194946,
0.13692323863506317,
-0.06815942376852036,
0.035281743854284286,
-0.04531480371952057,
0.025975124910473824,
-0.07247801870107651,
0.07418610900640488,
-0.0633808970451355,
0.03609539568424225,
-0.066960908472538,
-0.025713805109262466,
0.07001113891601562,
0.00373650249093771,
-0.014035371132194996,
-0.007143171038478613,
-0.0703684389591217,
0.0669173151254654,
-0.043605975806713104,
0.0068113720044493675,
-0.07016611844301224,
0.03952714055776596,
0.026205286383628845,
0.04065069183707237,
-0.008039438165724277,
0.06701990962028503,
-0.020087257027626038,
0.06704962998628616,
0.05347322300076485,
-0.01097853109240532,
0.022589370608329773,
-0.028397774323821068,
0.027946315705776215,
0.08803615719079971,
0.04188231751322746,
0.031752705574035645,
0.012672003358602524,
0.02873581275343895,
-0.06497936695814133,
-0.004481892101466656,
0.0068752700462937355,
-0.008742906153202057,
-0.03891387954354286,
0.02485954761505127,
0.002887253649532795,
-0.009179874323308468,
-0.05349363014101982,
-0.0020191282965242863,
0.017877742648124695,
0.05678277835249901,
0.030210888013243675,
-0.029146840795874596,
-0.03638520464301109,
-0.0093995351344347,
-0.07503350079059601,
0.000019431054170127027,
0.05322349816560745,
0.003865944454446435,
0.07833442836999893,
0.02924281544983387,
-0.00872490182518959,
-0.004029230680316687,
-0.00891748908907175,
0.056734196841716766,
0.03600621968507767,
0.07266394048929214,
0.025342043489217758,
0.07077416777610779,
0.07552024722099304,
0.031091462820768356,
-0.055000778287649155,
0.059453222900629044,
-0.010955696925520897,
0.06221683323383331,
-0.029096120968461037,
-0.04327686131000519,
-0.07567832618951797,
-0.04531094431877136,
0.03558943793177605,
-0.06005536764860153,
0.061320167034864426,
-2.0547577861407262e-8,
-0.057304028421640396,
-0.07566143572330475,
-0.014836517162621021,
-0.0043291011825203896,
0.07881590723991394,
0.05193948745727539,
0.04829685762524605,
0.0915551707148552,
-0.06447631865739822,
-0.08213342726230621,
0.026389125734567642,
0.003708003554493189,
-0.011305044405162334,
0.03706185147166252,
-0.04791075736284256,
-0.022803595289587975,
0.015233390964567661,
0.0003720335371326655,
0.024196594953536987,
-0.014306259341537952,
0.01409827172756195,
0.08134480565786362,
0.0025428561493754387,
0.07295841723680496,
0.035233981907367706,
-0.021679164841771126,
-0.15810136497020721,
-0.03270473703742027,
0.04527203366160393,
0.018637552857398987,
0.043656736612319946,
0.005700425710529089,
-0.013628167100250721,
-0.04022524878382683,
0.016283230856060982,
0.025683226063847542,
-0.03288479894399643,
-0.019654840230941772,
-0.14796340465545654,
0.035560641437768936,
0.13087983429431915,
0.01532011292874813,
-0.00673183798789978,
-0.008773165754973888,
0.020381251350045204,
0.030577341094613075,
0.0866030603647232,
-0.07863323390483856,
0.08719883114099503,
-0.07756239920854568,
0.04234762862324715,
-0.02869601920247078,
-0.04048237204551697,
-0.03398902714252472,
-0.07128611952066422,
-0.027240866795182228,
-0.020074473693966866,
0.044776905328035355,
0.018623819574713707,
-0.009457003325223923,
0.026353269815444946,
0.027353892102837563,
0.028900131583213806,
0.04322364926338196
] | p | The search function looks as simple as possible: | [
"articles",
"articles/neural-search-tutorial"
] | 6,727 |
[
"Neural Search Tutorial - Qdrant",
"Make a search API"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(46) | [
-0.10351505130529404,
0.0578678660094738,
-0.04593232274055481,
-0.015971533954143524,
-0.016040651127696037,
0.06434481590986252,
-0.03745496645569801,
-0.016574615612626076,
-0.007688929792493582,
-0.013342982158064842,
0.007260632235556841,
-0.013964123092591763,
0.052382636815309525,
0.047994792461395264,
-0.01753392070531845,
0.00536135071888566,
0.018354030326008797,
0.019091419875621796,
0.06309893727302551,
-0.0798138827085495,
0.010902918875217438,
0.01417443249374628,
0.025445757433772087,
-0.09774364531040192,
-0.0040692430920898914,
-0.07612051069736481,
0.007129588630050421,
-0.02074713632464409,
0.05853322893381119,
-0.0016116549959406257,
0.037874531000852585,
0.07276090234518051,
0.02592601254582405,
0.10245679318904877,
-0.017467455938458443,
0.0267765112221241,
-0.1315469592809677,
-0.02062183804810047,
-0.0011274147545918822,
-0.0033111022785305977,
-0.0366271436214447,
0.05634617060422897,
-0.012057858519256115,
0.01348984707146883,
0.02519984357059002,
0.03498096764087677,
-0.037080999463796616,
0.05338585376739502,
-0.0012057967251166701,
-0.0860762894153595,
-0.11339389532804489,
-0.06587354093790054,
-0.08546285331249237,
0.001262845122255385,
0.04588622227311134,
-0.006929340772330761,
-0.01810983009636402,
-0.10182895511388779,
-0.04020518809556961,
-0.014113910496234894,
0.09503821283578873,
-0.047075435519218445,
-0.04628933593630791,
-0.0567769818007946,
0.10423541814088821,
0.027658795937895775,
0.004997109062969685,
0.026475878432393074,
0.07253717631101608,
0.03961614891886711,
0.029691481962800026,
-0.02588861808180809,
-0.09059657156467438,
-0.0018934056861326098,
0.002159268595278263,
0.053466252982616425,
-0.002853754675015807,
-0.01844142936170101,
-0.0544152557849884,
-0.00431974558159709,
-0.05113914608955383,
-0.01047428511083126,
0.0046012066304683685,
0.00042423466220498085,
0.04339789226651192,
-0.02511732280254364,
-0.062141191214323044,
-0.09282401949167252,
0.08041801303625107,
-0.05101549252867699,
0.038875512778759,
-0.013145321048796177,
-0.04778730869293213,
-0.04256787151098251,
-0.0035685894545167685,
-0.0033151505049318075,
0.08910991996526718,
0.028606191277503967,
0.08999370783567429,
-0.01835639774799347,
-0.00034326009335927665,
0.004308410920202732,
-0.037989549338817596,
0.004306434653699398,
-0.040146972984075546,
0.031487759202718735,
0.04359724372625351,
0.011679545976221561,
-0.03877023980021477,
-0.09700487554073334,
-0.07675841450691223,
-0.0018452777294442058,
0.1068798154592514,
-0.062199488282203674,
-0.052505504339933395,
0.006870406214147806,
0.022097861394286156,
0.054366711527109146,
0.008098446764051914,
0.039587199687957764,
-0.004046306014060974,
0.0036803926341235638,
-0.01235200371593237,
-0.004652101546525955,
-0.04772038757801056,
0.03204323351383209,
-0.11886231601238251,
5.715576335466957e-34,
0.01960379257798195,
-0.0004678869736380875,
0.03883832320570946,
-0.05662567913532257,
-0.0898858979344368,
0.044136013835668564,
0.015835748985409737,
-0.01225234754383564,
-0.02023584209382534,
-0.05381980538368225,
-0.018667731434106827,
-0.020727762952446938,
-0.036805205047130585,
-0.04442570358514786,
0.02716759406030178,
-0.06342750787734985,
-0.02615940384566784,
0.05935290455818176,
-0.00366697134450078,
-0.027242306619882584,
0.012646120972931385,
-0.10948679596185684,
-0.03818677365779877,
-0.028832677751779556,
0.09312814474105835,
-0.06418746709823608,
0.09460532665252686,
-0.07336147129535675,
0.003676049644127488,
0.003008741419762373,
-0.08549109101295471,
0.029971016570925713,
-0.13735994696617126,
0.017188653349876404,
-0.002030756324529648,
0.08813595771789551,
-0.049102965742349625,
0.055247027426958084,
-0.02441314235329628,
-0.05882319435477257,
-0.015018252655863762,
0.033123407512903214,
0.021531088277697563,
-0.08250126987695694,
0.014515961520373821,
-0.0052826483733952045,
-0.03515685349702835,
-0.0008279225439764559,
-0.014111801981925964,
-0.0035921623930335045,
0.01698789745569229,
0.05217224359512329,
-0.065365731716156,
-0.03968220576643944,
0.05752069130539894,
0.04902856796979904,
0.03141963481903076,
0.058134935796260834,
-0.01505323126912117,
0.11885984241962433,
0.02631416730582714,
-0.06972874701023102,
0.007580033969134092,
0.023584596812725067,
-0.03947823867201805,
0.06281688064336777,
-0.0023906859569251537,
-0.0670396164059639,
0.07229240983724594,
0.0928245484828949,
0.026097744703292847,
-0.01359121035784483,
0.11536863446235657,
-0.002515138126909733,
0.05485721677541733,
-0.05610854551196098,
0.004674188792705536,
0.0075437105260789394,
-0.021795378997921944,
-0.07225733250379562,
-0.02886088378727436,
-0.023413989692926407,
0.059235479682683945,
0.014842868782579899,
0.07885722815990448,
-0.09694251418113708,
0.09656710922718048,
-0.09686776250600815,
-0.06539947539567947,
-0.01401720941066742,
-0.06077982485294342,
0.04508667811751366,
-0.04684164747595787,
0.08263766020536423,
0.032531097531318665,
-7.904825853604891e-35,
0.009725016541779041,
-0.0749216079711914,
0.04849165678024292,
0.01733449287712574,
0.019297435879707336,
-0.043318938463926315,
0.05366777628660202,
-0.09434632956981659,
0.04566219076514244,
0.06450831145048141,
0.0030089975334703922,
0.026191364973783493,
0.012040836736559868,
-0.07262676954269409,
-0.08497927337884903,
0.11823379993438721,
-0.018391991034150124,
-0.0259319469332695,
-0.0024310757871717215,
0.07472047954797745,
-0.05808842554688454,
0.06750542670488358,
-0.07817302644252777,
-0.013042657636106014,
0.024861639365553856,
0.049449656158685684,
-0.04111594706773758,
0.021333901211619377,
-0.08906421810388565,
0.008435416966676712,
-0.021364284679293633,
-0.11543690413236618,
-0.15061521530151367,
-0.0496147982776165,
-0.05613270029425621,
0.005874584894627333,
0.05269027501344681,
0.04809901490807533,
-0.0395066998898983,
0.1390381157398224,
0.007065060082823038,
0.08438818156719208,
-0.026786739006638527,
0.04673756659030914,
0.03192408010363579,
-0.006717290263622999,
0.03987755626440048,
0.014214035123586655,
0.036095064133405685,
-0.018103202804923058,
0.09379308670759201,
0.09022733569145203,
0.023277409374713898,
0.02995619922876358,
0.0016065430827438831,
0.009670060127973557,
-0.04145375266671181,
0.06772627681493759,
0.02597157470881939,
-0.0306369811296463,
-0.011545316316187382,
0.008096280507743359,
-0.015973223373293877,
0.05626627430319786,
0.04490043595433235,
-0.05739564448595047,
0.01485675573348999,
0.012872204184532166,
0.02784470096230507,
-0.006159438285976648,
0.06636646389961243,
-0.016868162900209427,
0.059486016631126404,
0.054858699440956116,
0.003135684411972761,
0.021391360089182854,
0.03533662110567093,
0.057540882378816605,
-0.005502892658114433,
0.008376535028219223,
-0.05895446240901947,
0.03514596074819565,
0.06306460499763489,
0.07680778205394745,
-0.034124184399843216,
0.014032130129635334,
-0.0006986817461438477,
0.06953775137662888,
0.007412936072796583,
0.007610728964209557,
-0.03167479485273361,
-0.011808224953711033,
0.05424775928258896,
-0.019638799130916595,
0.04470103979110718,
-2.1759204216209582e-8,
-0.05501597747206688,
-0.11193260550498962,
-0.032856933772563934,
0.02857120707631111,
0.06867033243179321,
-0.03647661954164505,
0.015617567114531994,
0.09352792799472809,
-0.038718875497579575,
-0.017852580174803734,
0.012456145137548447,
0.017858615145087242,
-0.05260903388261795,
0.10363104194402695,
-0.025536073371767998,
-0.048983510583639145,
0.014669560827314854,
-0.019890323281288147,
-0.050485819578170776,
-0.02878437004983425,
0.003039292059838772,
0.11572828143835068,
0.007672698237001896,
0.08463314175605774,
0.004710883367806673,
0.04423094913363457,
-0.034864794462919235,
-0.039196379482746124,
0.06544549763202667,
0.07046618312597275,
0.024379286915063858,
-0.006392389070242643,
0.036431729793548584,
-0.011811064556241035,
0.012844462879002094,
0.04068051278591156,
-0.042632389813661575,
0.03063959814608097,
-0.10058613121509552,
0.05400047451257706,
0.03976163640618324,
0.029275111854076385,
-0.029726902022957802,
0.04947372153401375,
0.08064055442810059,
-0.02711638994514942,
0.019441748037934303,
-0.06399163603782654,
0.03541562706232071,
-0.0358579158782959,
-0.009639991447329521,
-0.05849100649356842,
0.02334083989262581,
-0.028338145464658737,
-0.03369796276092529,
0.021932369098067284,
0.030713407322764397,
0.01793174259364605,
0.04484456032514572,
-0.0497523732483387,
0.03780357167124748,
-0.0604548454284668,
0.02389637753367424,
0.045811764895915985
] | p | With Qdrant it is also feasible to add some conditions to the search. | [
"articles",
"articles/neural-search-tutorial"
] | 6,728 |
[
"Neural Search Tutorial - Qdrant",
"Make a search API"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(46) | [
0.013370037078857422,
0.004468705039471388,
-0.03307117149233818,
0.04504355415701866,
-0.009946553036570549,
0.045227084308862686,
-0.03788942098617554,
-0.01878662221133709,
0.0022073632571846247,
-0.05350150540471077,
0.028163136914372444,
0.05963291972875595,
0.03797013312578201,
0.0010180610697716475,
-0.029455270618200302,
-0.0387733019888401,
0.018448639661073685,
-0.03388195484876633,
0.07402638345956802,
-0.03243621438741684,
0.05076548829674721,
0.01659693382680416,
-0.01991739310324192,
-0.05466024577617645,
-0.009177747182548046,
0.019583914428949356,
0.005422886926680803,
-0.010759228840470314,
0.0027186789084225893,
0.05420340225100517,
-0.04929018393158913,
0.05500705540180206,
0.043959371745586395,
0.13117779791355133,
0.0163810383528471,
-0.07318583875894547,
-0.044345200061798096,
0.0743992030620575,
-0.01251622848212719,
-0.07351555675268173,
0.04664735868573189,
-0.03183925524353981,
0.02683027647435665,
0.023035243153572083,
-0.04059761017560959,
0.002787717618048191,
-0.0813574343919754,
0.007851535454392433,
0.06338968127965927,
-0.015246739611029625,
-0.06464189291000366,
-0.03729850426316261,
-0.015362247824668884,
-0.05389335751533508,
0.06733110547065735,
0.06742432713508606,
-0.07365259528160095,
-0.03489232063293457,
-0.010967430658638477,
0.002436469541862607,
0.04073868691921234,
-0.037660639733076096,
0.019195841625332832,
0.0431220717728138,
0.11215824633836746,
-0.03706375136971474,
0.014197442680597305,
-0.0013201271649450064,
0.0621570348739624,
-0.13847693800926208,
0.025936780497431755,
-0.03975308686494827,
-0.087004654109478,
0.03023068606853485,
-0.013132525607943535,
0.10788721591234207,
-0.0067025055177509785,
0.02740829810500145,
-0.011738318018615246,
-0.036988046020269394,
-0.04612768813967705,
0.011833004653453827,
-0.023787008598446846,
0.07204993069171906,
-0.01387991663068533,
0.011170517653226852,
0.03893979638814926,
-0.17905013263225555,
0.14317862689495087,
-0.047805678099393845,
-0.033204540610313416,
-0.046903155744075775,
-0.054429348558187485,
-0.04197356104850769,
-0.0905403271317482,
0.01469084806740284,
0.04368458315730095,
-0.007780707441270351,
0.08707691729068756,
-0.03655824065208435,
0.01764541119337082,
-0.028809500858187675,
0.07160400599241257,
0.002322443760931492,
-0.05246276780962944,
-0.01852293685078621,
-0.0024513122625648975,
-0.00011428801371948794,
0.018854929134249687,
0.02652044966816902,
-0.07481205463409424,
-0.025821924209594727,
0.05928603932261467,
-0.09655778855085373,
-0.014816643670201302,
-0.027778953313827515,
0.012318332679569721,
-0.0292272437363863,
0.020659584552049637,
0.023720603436231613,
0.007297315634787083,
-0.008897902444005013,
-0.1030259057879448,
-0.10946726053953171,
-0.03704196959733963,
0.041327834129333496,
-0.0739218145608902,
-2.8093258876446855e-33,
0.0720614343881607,
-0.005973201710730791,
0.00948373880237341,
0.00491379713639617,
-0.011324742808938026,
-0.03644637390971184,
0.01492994837462902,
0.08830255270004272,
-0.029370132833719254,
0.04923299327492714,
-0.017198167741298676,
0.017816007137298584,
0.01863643154501915,
0.018930859863758087,
0.029494764283299446,
0.0341685526072979,
0.021873081102967262,
0.021485423669219017,
-0.048031650483608246,
0.015308142639696598,
-0.009898836724460125,
-0.046347424387931824,
0.010415381751954556,
-0.03300028666853905,
0.056779082864522934,
-0.006339156534522772,
-0.06109371408820152,
-0.009022640064358711,
0.0316944494843483,
0.015738165006041527,
-0.024931376799941063,
0.03326429799199104,
-0.09166720509529114,
-0.015681110322475433,
0.04880046099424362,
0.07375477254390717,
0.020885998383164406,
0.026865486055612564,
0.001357017201371491,
-0.005498736165463924,
-0.06846845895051956,
-0.020329775288701057,
-0.010774688795208931,
-0.07606684416532516,
0.0036631955299526453,
-0.01615939661860466,
-0.07464555650949478,
-0.05034085363149643,
0.07590768486261368,
-0.021977530792355537,
0.009086942300200462,
0.05172809958457947,
-0.05048368126153946,
0.007912559434771538,
0.11638400703668594,
0.0814642533659935,
0.0320390909910202,
0.04100765287876129,
0.020489204674959183,
0.050782810896635056,
-0.055053822696208954,
-0.04307791218161583,
0.04278053715825081,
-0.0042066676542162895,
0.017747411504387856,
-0.03757500275969505,
0.07305274903774261,
0.05085723102092743,
0.05333707109093666,
0.054173171520233154,
0.08536547422409058,
-0.037263672798871994,
0.08993519097566605,
0.019296906888484955,
-0.0035156665835529566,
-0.018732240423560143,
-0.05027765780687332,
0.054398778825998306,
0.0027048890478909016,
0.004345976747572422,
0.012741846032440662,
-0.12620671093463898,
-0.06805310398340225,
0.07307378947734833,
0.07046426832675934,
0.006406059954315424,
0.07922066003084183,
-0.050125736743211746,
-0.059435248374938965,
-0.06414707005023956,
-0.03315330669283867,
0.0433083102107048,
-0.05217574164271355,
0.0310099758207798,
-0.04890866205096245,
8.555676757051666e-34,
0.02974790893495083,
-0.11767542362213135,
0.028815386816859245,
-0.0643826499581337,
-0.07388360798358917,
-0.04827605560421944,
0.08581604808568954,
-0.1003699079155922,
-0.01600293256342411,
0.08348901569843292,
0.010735525749623775,
-0.0050757271237671375,
0.03401322290301323,
-0.04845742881298065,
-0.042632780969142914,
0.13395333290100098,
0.047036148607730865,
0.0005478341481648386,
-0.04969029501080513,
0.08621666580438614,
-0.04418739303946495,
-0.03809468075633049,
-0.1812141090631485,
0.008964218199253082,
0.005589684937149286,
0.005401985719799995,
-0.04319287836551666,
0.006167926825582981,
-0.0967586487531662,
-0.007130396086722612,
-0.03216821327805519,
-0.028968840837478638,
-0.04843878373503685,
0.02424824982881546,
-0.08980716019868851,
0.02112964354455471,
-0.05621920898556709,
-0.024175452068448067,
0.0020830617286264896,
0.03106919676065445,
-0.053196851164102554,
-0.03326934948563576,
0.05179239809513092,
0.04614417999982834,
-0.024879012256860733,
-0.030165379866957664,
-0.045104850083589554,
0.021903982385993004,
-0.015434032306075096,
-0.00203871401026845,
0.0804302990436554,
0.07517445832490921,
-0.028456751257181168,
0.009246398694813251,
-0.05337902531027794,
0.02019008807837963,
-0.019065793603658676,
0.08259379118680954,
-0.00046181114157661796,
0.003452290315181017,
0.03802763298153877,
-0.005122569855302572,
-0.024099383503198624,
0.049979474395513535,
-0.07044389098882675,
-0.032744988799095154,
0.0336412750184536,
0.019786395132541656,
-0.07611848413944244,
-0.09203102439641953,
0.029596993699669838,
-0.07056629657745361,
0.043015725910663605,
0.027018794789910316,
-0.04638431593775749,
-0.012317323125898838,
0.10636645555496216,
0.014639315195381641,
-0.02656102553009987,
0.06461843848228455,
-0.004801550414413214,
0.047779954969882965,
0.007031222339719534,
0.045023113489151,
-0.008250853046774864,
0.0126503249630332,
-0.11001844704151154,
0.09551452100276947,
-0.0071041276678442955,
-0.021433649584650993,
-0.02038876712322235,
-0.05960916355252266,
-0.08825291693210602,
0.015279734507203102,
-0.004371602553874254,
-2.8365350956960356e-8,
-0.07494312524795532,
0.03079857863485813,
-0.002222820883616805,
0.07102160900831223,
0.11322137713432312,
0.007325639016926289,
0.027925923466682434,
0.14107966423034668,
-0.07169622927904129,
0.006153653841465712,
-0.012335925363004208,
0.04590758681297302,
-0.06174648180603981,
0.023345626890659332,
0.03965255990624428,
-0.016985619440674782,
-0.017328770831227303,
0.008651837706565857,
-0.01872796006500721,
-0.003415223676711321,
-0.03858821839094162,
0.09257617592811584,
-0.015716860070824623,
0.054401032626628876,
0.0367971695959568,
0.05619216337800026,
-0.06542817503213882,
-0.01723634824156761,
0.06764804571866989,
0.06992706656455994,
0.009894001297652721,
0.027365276589989662,
0.029415998607873917,
0.004958294332027435,
0.05985679104924202,
0.03388240933418274,
-0.05299407243728638,
-0.017334524542093277,
-0.1322801262140274,
-0.05853602662682533,
0.09227354824542999,
-0.028767505660653114,
-0.007144364528357983,
0.03980898857116699,
-0.041243694722652435,
0.014906308613717556,
-0.0013516806066036224,
-0.01998930424451828,
0.06814724951982498,
-0.08875083178281784,
-0.033597540110349655,
-0.011724255979061127,
0.00962631031870842,
-0.014915204606950283,
0.011556933633983135,
0.005856646690517664,
-0.007726531941443682,
-0.031070485711097717,
0.042777422815561295,
-0.003555940231308341,
0.0519544817507267,
0.02441946603357792,
-0.006103814579546452,
0.06054277345538139
] | p | For example, if we wanted to search for startups in a certain city, the search query could look like this: | [
"articles",
"articles/neural-search-tutorial"
] | 6,729 |
[
"Neural Search Tutorial - Qdrant",
"Make a search API"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(47) | [
-0.10387840121984482,
-0.06275705248117447,
0.014795544557273388,
0.04672493785619736,
-0.0749618411064148,
0.020497068762779236,
0.04858627915382385,
-0.017834413796663284,
-0.024423308670520782,
-0.029675317928195,
0.012118250131607056,
0.05176546052098274,
0.041264988481998444,
-0.03921676054596901,
-0.040583234280347824,
-0.007583772297948599,
-0.0009332888294011354,
0.03845576196908951,
-0.0579773373901844,
0.027663325890898705,
0.04345221444964409,
0.045635029673576355,
0.034766703844070435,
-0.03024050034582615,
-0.01874055527150631,
0.023947179317474365,
-0.004585589282214642,
-0.0767681822180748,
0.04521733149886131,
0.016386225819587708,
-0.007184296380728483,
0.042796239256858826,
-0.015470940619707108,
0.16826778650283813,
-0.042951516807079315,
-0.00044086159323342144,
-0.03086855448782444,
0.0043560233898460865,
0.004214031621813774,
-0.04599488526582718,
-0.028925949707627296,
-0.00892329216003418,
-0.03293396532535553,
0.02474953792989254,
0.09620550274848938,
0.008006241172552109,
-0.06849978864192963,
-0.0745062306523323,
0.05562298372387886,
-0.04044699668884277,
-0.12040843069553375,
-0.03707949072122574,
-0.07016009837388992,
-0.03765658661723137,
0.035313185304403305,
0.057522963732481,
0.015132875181734562,
-0.008357677608728409,
-0.08911129087209702,
-0.0009443257586099207,
0.004750847816467285,
-0.016751380637288094,
0.022317208349704742,
0.05635862797498703,
0.050709232687950134,
-0.02902650274336338,
0.019796499982476234,
0.05741462484002113,
0.11802345514297485,
-0.044151708483695984,
-0.012523495592176914,
0.060149528086185455,
-0.03850940614938736,
0.08482581377029419,
0.009745242074131966,
0.08049508184194565,
0.02816731110215187,
-0.02503628097474575,
0.051649484783411026,
-0.02146678976714611,
-0.06048940494656563,
-0.013584149070084095,
0.055136531591415405,
0.049196988344192505,
0.0957757830619812,
-0.015231725759804249,
0.023989621549844742,
-0.02134852670133114,
0.004953066818416119,
-0.06522348523139954,
-0.056271377950906754,
-0.021410593762993813,
-0.0029321429319679737,
-0.06841776520013809,
-0.02521108277142048,
0.029522081837058067,
0.00281722703948617,
-0.0130380904302001,
0.04476634040474892,
0.014749336987733841,
-0.039460208266973495,
0.04677566885948181,
-0.009660677053034306,
-0.0783892273902893,
-0.06558163464069366,
0.016464825719594955,
0.04986754059791565,
0.0037870588712394238,
0.07563862204551697,
-0.10772229731082916,
-0.06361643224954605,
-0.030783064663410187,
-0.03184663504362106,
-0.08872521668672562,
0.024998756125569344,
-0.0656924918293953,
-0.010592656210064888,
-0.016031652688980103,
0.1125229224562645,
0.03532945364713669,
0.0000645869440631941,
0.09236251562833786,
-0.12501801550388336,
-0.029274817556142807,
-0.006703435443341732,
-0.01856479048728943,
-0.152475044131279,
-2.3357502540960872e-33,
0.058850813657045364,
0.008674876764416695,
0.02610248699784279,
0.03341466188430786,
-0.03517625480890274,
0.07307815551757812,
0.021855149418115616,
0.10169229656457901,
-0.00488872779533267,
0.004191406536847353,
-0.016900204122066498,
-0.0011136529501527548,
-0.055074241012334824,
0.05868656933307648,
0.05329897254705429,
-0.03720783814787865,
-0.07118576020002365,
0.005467335227876902,
-0.00526840053498745,
-0.04180116578936577,
-0.05675926432013512,
-0.02020888589322567,
0.0648554265499115,
-0.001355338841676712,
0.020996389910578728,
0.03887812793254852,
-0.016187505796551704,
-0.04022369906306267,
-0.014929817989468575,
0.0056920601055026054,
-0.07258670032024384,
-0.02977384813129902,
-0.12553125619888306,
-0.03234495595097542,
0.012595941312611103,
0.07089730352163315,
-0.014993557706475258,
0.06741992384195328,
-0.0007959177019074559,
-0.02735859714448452,
-0.047734010964632034,
-0.0046417186968028545,
0.01959012821316719,
-0.06477519869804382,
-0.028191911056637764,
-0.03346752002835274,
-0.050523146986961365,
-0.024176057428121567,
0.05352140590548515,
-0.08050282299518585,
-0.0037591757718473673,
0.022291233763098717,
-0.023718662559986115,
-0.048321839421987534,
0.08382527530193329,
0.0382719449698925,
0.060091957449913025,
0.08321782201528549,
-0.033551424741744995,
0.057346656918525696,
-0.0347425676882267,
-0.00046611650031991303,
0.06190858408808708,
-0.012539561837911606,
-0.026791522279381752,
0.031261146068573,
-0.050048235803842545,
-0.03547973558306694,
0.06443561613559723,
0.030665528029203415,
0.03964059427380562,
0.025693625211715698,
-0.03862477466464043,
-0.036526743322610855,
0.036582671105861664,
-0.02664371393620968,
0.026372838765382767,
-0.055140793323516846,
-0.014598686248064041,
-0.0328267440199852,
-0.007276625372469425,
-0.14129774272441864,
0.017911171540617943,
0.024243637919425964,
0.006009756587445736,
0.050737690180540085,
0.12230052053928375,
-0.07158014923334122,
0.01735180988907814,
0.002751781838014722,
-0.049866367131471634,
0.0002436910435790196,
0.0010559777729213238,
0.009981800802052021,
-0.02599242329597473,
-3.6095050960585713e-34,
-0.02505607344210148,
-0.0027986534405499697,
-0.12184464931488037,
0.060579389333724976,
-0.019968384876847267,
-0.023610305041074753,
-0.010356059297919273,
-0.021263334900140762,
-0.06191911920905113,
0.08270213007926941,
0.03971076384186745,
-0.021475834771990776,
0.02379332110285759,
-0.027847284451127052,
-0.011097164824604988,
0.031328100711107254,
-0.022082950919866562,
-0.08658043295145035,
-0.00360945169813931,
0.08778348565101624,
-0.07105866819620132,
0.1458406299352646,
-0.13127489387989044,
0.03258533403277397,
-0.02814422734081745,
-0.005817473866045475,
-0.02496769092977047,
0.0366845428943634,
-0.04860340803861618,
0.023501886054873466,
-0.06362589448690414,
-0.0925435721874237,
-0.04962692782282829,
-0.031730663031339645,
-0.057910751551389694,
0.036506589502096176,
0.06977624446153641,
-0.06436382979154587,
-0.03902028873562813,
0.06277328729629517,
0.023571692407131195,
-0.004593618679791689,
0.028530238196253777,
0.07367488741874695,
0.022992946207523346,
-0.03708421066403389,
-0.03917611390352249,
0.07229362428188324,
-0.010259640403091908,
0.0659911185503006,
0.02708166465163231,
-0.041245974600315094,
-0.05351022630929947,
-0.06468093395233154,
-0.001680708141066134,
0.0011086814338341355,
0.022638587281107903,
-0.04157393425703049,
0.006051302421838045,
0.06457436829805374,
-0.0817643254995346,
-0.026805531233549118,
0.008886934258043766,
0.018410470336675644,
-0.004392032045871019,
-0.03085813671350479,
-0.055232223123311996,
0.05545612424612045,
-0.043804388493299484,
-0.028018388897180557,
0.11606360971927643,
0.02520013228058815,
-0.0002585593319963664,
0.07691526412963867,
-0.030294520780444145,
0.025127947330474854,
0.018180087208747864,
0.029961243271827698,
0.05187910050153732,
0.04373250901699066,
-0.009380277246236801,
-0.0531863309442997,
0.0687168762087822,
0.09895266592502594,
0.021652283146977425,
0.01444031111896038,
0.0561087392270565,
0.10571463406085968,
-0.015617338940501213,
-0.026219811290502548,
-0.04517140984535217,
-0.04619399830698967,
-0.032361455261707306,
0.005444906186312437,
-0.04880363866686821,
-1.852029818394385e-8,
-0.09580639004707336,
0.013621605932712555,
0.052711308002471924,
0.08630441874265671,
0.12171899527311325,
-0.013352758251130581,
0.010499798692762852,
0.09148554503917694,
-0.07701519876718521,
-0.026678910478949547,
0.05069005861878395,
0.023148782551288605,
0.023832475766539574,
0.02763984352350235,
0.09105087071657181,
-0.020035140216350555,
0.004656687378883362,
0.02257458306849003,
-0.03587127476930618,
0.0016130184521898627,
0.00514646340161562,
0.03868013620376587,
-0.03077206201851368,
0.09253387153148651,
0.07287825644016266,
0.011230189353227615,
-0.07131914794445038,
0.06132232025265694,
0.0405987910926342,
0.020871151238679886,
-0.03133198618888855,
0.06456073373556137,
-0.007212463766336441,
-0.029512206092476845,
0.13414067029953003,
0.061186082661151886,
-0.011540055274963379,
-0.023478219285607338,
-0.0959496796131134,
-0.008405136875808239,
-0.02846370078623295,
0.0056081912480294704,
-0.0019810341764241457,
0.03204401582479477,
0.027399776503443718,
0.013914012350142002,
0.05540775507688522,
-0.12277955561876297,
0.0649230107665062,
-0.02807837352156639,
-0.03789481893181801,
-0.007286577019840479,
-0.02293870784342289,
0.03925354778766632,
-0.030444161966443062,
0.0014673620462417603,
-0.018622305244207382,
-0.05148088559508324,
-0.05387414991855621,
-0.021134840324521065,
0.011598533019423485,
0.08288341760635376,
-0.03735276684165001,
0.019758054986596107
] | p | We now have a class for making neural search queries. | [
"articles",
"articles/neural-search-tutorial"
] | 6,730 |
[
"Neural Search Tutorial - Qdrant",
"Make a search API"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(47) | [
-0.08130685985088348,
0.034005675464868546,
-0.03079509548842907,
-0.05015578866004944,
-0.04052862524986267,
0.03145928308367729,
0.050006069242954254,
-0.05764079466462135,
-0.05337714031338692,
0.050026893615722656,
-0.008401854895055294,
0.07883812487125397,
0.005580771714448929,
0.046754900366067886,
0.07192350178956985,
-0.07921216636896133,
0.054791565984487534,
-0.0326140932738781,
-0.03317785635590553,
0.07353083789348602,
0.01593135856091976,
0.027103127911686897,
-0.039109714329242706,
0.021377068012952805,
0.0035079000517725945,
-0.032100334763526917,
0.019273513928055763,
-0.008726469241082668,
-0.07017411291599274,
-0.03786015883088112,
0.05976108834147453,
-0.01572757214307785,
-0.03620447590947151,
0.028173215687274933,
0.019163118675351143,
0.035502489656209946,
0.02175714448094368,
0.03378348797559738,
0.022968342527747154,
-0.027175750583410263,
0.05811033397912979,
-0.06781812012195587,
-0.06564585864543915,
0.07360640913248062,
0.018563244491815567,
-0.022533975541591644,
-0.008873090147972107,
0.008458008989691734,
0.043972961604595184,
-0.029631976038217545,
0.0005834150360897183,
-0.047835562378168106,
0.03522607311606407,
0.037097930908203125,
-0.03660218417644501,
-0.01618547923862934,
0.015347643755376339,
-0.04182692617177963,
-0.07341370731592178,
0.08696144819259644,
-0.022750701755285263,
0.003809029934927821,
-0.026380620896816254,
0.05070008710026741,
0.06716614961624146,
-0.005845048930495977,
-0.016309667378664017,
0.07293065637350082,
0.016514714807271957,
-0.057125311344861984,
-0.0046778456307947636,
0.06663322448730469,
0.010607951320707798,
0.05496418476104736,
-0.029561838135123253,
-0.039492830634117126,
-0.003448844887316227,
-0.018265482038259506,
0.09856519103050232,
-0.007086966652423143,
-0.023952292278409004,
-0.05824228376150131,
0.013174059800803661,
0.09360705316066742,
0.0071736774407327175,
0.02504291944205761,
0.026960982009768486,
-0.04776652902364731,
0.015270997770130634,
-0.06631377339363098,
-0.08750028908252716,
-0.015667086467146873,
0.07312394678592682,
-0.013423814438283443,
-0.04396083205938339,
0.01554589718580246,
-0.012525026686489582,
-0.07238385081291199,
-0.11086541414260864,
0.05519654229283333,
0.0007707249606028199,
0.05802447721362114,
-0.0045279343612492085,
-0.023659272119402885,
-0.05912448838353157,
-0.06325829774141312,
-0.05773581191897392,
0.08672573417425156,
-0.01354433223605156,
-0.03332406282424927,
-0.011572623625397682,
0.058153387159109116,
-0.016447938978672028,
0.005322510376572609,
0.013141481205821037,
0.012922319583594799,
0.03577161580324173,
0.046480774879455566,
0.15302293002605438,
0.014757592231035233,
0.06197907775640488,
0.03747772425413132,
-0.02386130765080452,
0.019788460806012154,
-0.020516715943813324,
-0.0158691368997097,
0.0634707659482956,
-7.877362333684473e-33,
-0.07420919835567474,
0.03363611549139023,
0.05856948718428612,
0.03639799728989601,
0.00479103671386838,
0.0050986954011023045,
-0.07620951533317566,
-0.0005037464434280992,
-0.023942839354276657,
0.09008651971817017,
0.02413947321474552,
0.058003198355436325,
0.07548737525939941,
0.04072173684835434,
0.052281830459833145,
-0.050038792192935944,
0.005852392874658108,
0.0970662534236908,
0.023560745641589165,
-0.03415573388338089,
-0.039153918623924255,
-0.012933867983520031,
0.012604017741978168,
-0.014823510311543941,
0.02489541657269001,
0.008323349058628082,
-0.007285990286618471,
-0.056518737226724625,
0.15219230949878693,
0.006668363697826862,
0.06245022639632225,
-0.018604546785354614,
0.0032152137719094753,
0.06924747675657272,
-0.0034283725544810295,
-0.013133027590811253,
-0.014325576834380627,
0.0018520080484449863,
-0.0397539846599102,
-0.04719334840774536,
-0.01580793410539627,
-0.02359715849161148,
-0.10515715926885605,
0.037228066474199295,
0.04772574454545975,
-0.011586138047277927,
0.08019018173217773,
-0.02125629596412182,
0.03954778611660004,
0.01008912269026041,
0.08361735194921494,
0.07421310991048813,
-0.016885684803128242,
-0.03363436460494995,
-0.0466584786772728,
0.04795873165130615,
0.06899487227201462,
-0.0465485081076622,
0.020440347492694855,
-0.09123227745294571,
0.1032191812992096,
-0.07113298773765564,
-0.054175447672605515,
0.01774590276181698,
0.024559875950217247,
-0.06298072636127472,
0.010834208689630032,
-0.015814343467354774,
-0.030629219487309456,
-0.07842909544706345,
-0.06619948893785477,
0.008858979679644108,
-0.00924812164157629,
0.016472086310386658,
-0.0818779245018959,
0.006941354833543301,
0.005504257511347532,
0.006024710834026337,
0.08377011865377426,
0.0060433270409703255,
0.02650192752480507,
-0.07996956259012222,
0.0008550285710953176,
0.011761496774852276,
0.1020151898264885,
0.0038683058228343725,
-0.026035841554403305,
-0.02747335098683834,
-0.07669851183891296,
-0.028953617438673973,
-0.11467839777469635,
0.05204065144062042,
-0.017394699156284332,
0.043839238584041595,
0.06566748023033142,
4.3768683592883376e-33,
-0.05645874887704849,
-0.06931322813034058,
-0.05380631610751152,
-0.003045633202418685,
0.025244761258363724,
-0.04108136519789696,
-0.026021424680948257,
0.053023289889097214,
-0.018675465136766434,
0.10561681538820267,
-0.12622132897377014,
0.009968595579266548,
-0.03412898629903793,
0.026914825662970543,
-0.034525349736213684,
0.01661546714603901,
0.02563929185271263,
0.0609717033803463,
-0.028050411492586136,
0.028386889025568962,
-0.08491344749927521,
0.0750841274857521,
0.09134078770875931,
0.12483704090118408,
-0.007173206191509962,
0.03742978721857071,
0.02532132714986801,
0.05228422209620476,
0.00160605413839221,
-0.026877405121922493,
-0.051798928529024124,
-0.10861006379127502,
-0.06830267608165741,
-0.004133215639740229,
-0.05606093630194664,
0.04629407823085785,
0.10656975954771042,
-0.022509241476655006,
-0.028561946004629135,
0.027765825390815735,
0.020830735564231873,
-0.03454625979065895,
-0.13873492181301117,
0.03971948102116585,
-0.0034480514004826546,
-0.07471521943807602,
-0.059472471475601196,
-0.04776917025446892,
-0.04094017669558525,
0.024484604597091675,
-0.05195453017950058,
-0.04750498756766319,
-0.04892992228269577,
0.0003246053820475936,
-0.028674472123384476,
-0.01640947349369526,
-0.030410701408982277,
0.022857671603560448,
-0.0961742177605629,
-0.045242879539728165,
0.032820623368024826,
-0.03160519525408745,
-0.032282505184412,
0.0024515902623534203,
0.03839888051152229,
-0.03009423241019249,
0.02740595117211342,
-0.013789914548397064,
-0.07787113636732101,
0.04835550859570503,
0.05099673569202423,
-0.005289335269480944,
-0.04813510924577713,
0.006707198452204466,
0.029193270951509476,
-0.047002751380205154,
0.04682635888457298,
-0.069590263068676,
0.011980499140918255,
-0.04819508641958237,
-0.0004774044791702181,
-0.08346652239561081,
-0.0000554027283214964,
-0.037930928170681,
0.07366262376308441,
-0.07464159280061722,
0.11874334514141083,
-0.04061470925807953,
0.01806560903787613,
-0.01299010869115591,
-0.0364457331597805,
-0.06920070946216583,
-0.019612766802310944,
0.014800009317696095,
-0.04787055402994156,
-2.3337220156349758e-8,
0.025981327518820763,
0.026401830837130547,
0.009908716194331646,
0.06128862872719765,
-0.04675322398543358,
0.07380262017250061,
0.05653279274702072,
-0.05472608283162117,
0.010060157626867294,
-0.04205500707030296,
-0.029709409922361374,
0.01836347207427025,
-0.030593881383538246,
0.0902717188000679,
0.05147876217961311,
-0.00991846527904272,
-0.019809700548648834,
-0.023465536534786224,
-0.08538513630628586,
0.05375986546278,
-0.05635611340403557,
0.06970756500959396,
0.06181705743074417,
-0.022079171612858772,
0.004165973048657179,
0.041443485766649246,
-0.04781690612435341,
0.08371849358081818,
0.021726081147789955,
0.0745520144701004,
0.024257784709334373,
-0.006027188617736101,
-0.05134938657283783,
0.05666342377662659,
-0.0835089311003685,
-0.07900027930736542,
-0.0384635329246521,
-0.025477850809693336,
-0.005213166121393442,
-0.0035858601331710815,
-0.00400399137288332,
0.09110795706510544,
-0.060534413903951645,
0.06703002005815506,
0.09777794778347015,
0.0031576959881931543,
-0.05080167576670647,
-0.04481230303645134,
0.028108995407819748,
0.02599424123764038,
0.06614115834236145,
-0.02533138543367386,
0.11280345171689987,
0.03734312951564789,
0.05861962214112282,
-0.03653416782617569,
0.07227574288845062,
0.009172352962195873,
-0.03905174881219864,
0.13338711857795715,
-0.077960304915905,
-0.06672000139951706,
0.10362762957811356,
0.02440193109214306
] | p | Let’s wrap it up into a service. | [
"articles",
"articles/neural-search-tutorial"
] | 6,731 |
[
"Neural Search Tutorial - Qdrant"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > h3:nth-of-type(5) | [
-0.04767335206270218,
-0.03425142541527748,
-0.07449278980493546,
-0.09052154421806335,
-0.05324949696660042,
-0.031025584787130356,
0.07223643362522125,
-0.007110530976206064,
-0.03803543746471405,
0.055880188941955566,
0.018885476514697075,
0.05997767671942711,
0.09717533737421036,
0.03045084699988365,
0.09153132140636444,
-0.04322187975049019,
0.14377494156360626,
-0.01612604781985283,
-0.01410750113427639,
0.05183893442153931,
-0.024498550221323967,
0.06664416939020157,
-0.06424801051616669,
0.044028397649526596,
-0.025600770488381386,
-0.02073465846478939,
-0.025135884061455727,
0.03247172757983208,
-0.06269678473472595,
-0.020020950585603714,
0.003844417631626129,
-0.012229394167661667,
-0.017455963417887688,
0.007176551967859268,
0.07609370350837708,
0.1293954998254776,
0.04642665386199951,
-0.035386182367801666,
-0.035801369696855545,
0.01626870408654213,
-0.03919626772403717,
-0.0598309263586998,
-0.08164119720458984,
0.017214572057127953,
-0.012583456933498383,
-0.04778026416897774,
0.035838041454553604,
-0.0025718933902680874,
0.03733450546860695,
-0.028642939403653145,
-0.024539433419704437,
-0.06353241950273514,
-0.0191037617623806,
-0.03643748164176941,
-0.080857053399086,
-0.04600820317864418,
-0.01903444714844227,
0.026005301624536514,
0.0011105992598459125,
-0.0017374625895172358,
0.020656628534197807,
0.045608676970005035,
0.028362620621919632,
0.0744774118065834,
0.06289719045162201,
-0.021972691640257835,
0.027376748621463776,
-0.0877377837896347,
0.049692973494529724,
-0.0942070260643959,
-0.03776152804493904,
0.07379671186208725,
-0.019168926402926445,
0.011916491203010082,
-0.07967785745859146,
-0.011951982043683529,
0.08363118767738342,
0.05964428186416626,
0.08685186505317688,
-0.01721091754734516,
0.06547030806541443,
0.010204758495092392,
0.010236444883048534,
0.06057640165090561,
-0.09986933320760727,
-0.025842057541012764,
0.023187389597296715,
0.016723331063985825,
0.0684610903263092,
0.015565282665193081,
-0.022569555789232254,
0.002186406636610627,
-0.00973857007920742,
-0.04044855386018753,
-0.044493112713098526,
0.009318416938185692,
0.02362246625125408,
-0.05336844176054001,
-0.0037757609970867634,
0.04306773468852043,
0.047284066677093506,
-0.04486117139458656,
-0.018433665856719017,
-0.08635662496089935,
-0.0255929883569479,
-0.0013553978642448783,
-0.07477545738220215,
0.0883135050535202,
0.003477485151961446,
-0.013658855110406876,
-0.08008705079555511,
0.02153865620493889,
-0.07239674776792526,
0.00203546485863626,
-0.019721802324056625,
0.05068325996398926,
-0.034844864159822464,
-0.034909654408693314,
-0.0011803131783381104,
0.019064467400312424,
0.0392075777053833,
-0.01916794292628765,
-0.012617615982890129,
-0.001809605280868709,
0.02335103414952755,
0.047000233083963394,
0.1036067008972168,
-5.416996086747792e-33,
-0.007508663460612297,
-0.04884173348546028,
-0.03397010266780853,
0.07213236391544342,
0.08246133476495743,
-0.04874308034777641,
-0.0002654251584317535,
-0.06218361109495163,
0.005285487975925207,
0.005639726761728525,
-0.008914802223443985,
0.0425385907292366,
0.0385601669549942,
0.03950806334614754,
0.046145904809236526,
-0.03434120491147041,
0.055914394557476044,
0.026117635890841484,
0.11141625791788101,
-0.07817712426185608,
-0.07039524614810944,
-0.03824266791343689,
-0.059785451740026474,
0.009786378592252731,
0.1035395935177803,
-0.036248426884412766,
-0.012110251002013683,
0.01027788408100605,
0.067433200776577,
0.019146950915455818,
0.058543864637613297,
-0.006885266862809658,
0.0049700322560966015,
0.013279946520924568,
0.021020090207457542,
-0.043724287301301956,
-0.032616738229990005,
-0.02755334973335266,
-0.009632508270442486,
0.02628302201628685,
0.006779877468943596,
-0.008192741312086582,
-0.07135146111249924,
0.007140873931348324,
0.02850179187953472,
-0.000333557982230559,
0.018154555931687355,
-0.016608333215117455,
0.07457844167947769,
-0.07072588801383972,
0.07465360313653946,
-0.03925147280097008,
0.03045867756009102,
0.021594928577542305,
0.07848817855119705,
0.05666026100516319,
0.07220624387264252,
-0.0709068551659584,
-0.018163621425628662,
-0.07951537519693375,
-0.03830632194876671,
-0.07557561993598938,
-0.05921356379985809,
0.045025162398815155,
0.07367655634880066,
-0.12840473651885986,
0.0028482156340032816,
-0.004983214661478996,
0.011009677313268185,
0.021001413464546204,
0.005932432133704424,
-0.027491196990013123,
0.060913775116205215,
-0.00906161405146122,
0.034208331257104874,
-0.014136976562440395,
0.027507539838552475,
0.018627727404236794,
-0.04124435782432556,
0.00993842352181673,
0.0019546314142644405,
-0.021196262910962105,
-0.07987170666456223,
0.029098134487867355,
0.07412992417812347,
-0.015932345762848854,
0.0013881308259442449,
-0.03746391460299492,
-0.029055729508399963,
0.009948283433914185,
-0.03360634297132492,
0.02861490659415722,
-0.07423693686723709,
-0.022874390706419945,
-0.014376165345311165,
2.2511258647674138e-33,
-0.042119186371564865,
-0.021490324288606644,
-0.021863814443349838,
0.04580174386501312,
-0.012347063049674034,
0.005313793662935495,
0.03009985387325287,
0.02635597623884678,
-0.11062051355838776,
0.05973619595170021,
-0.05840609222650528,
0.00864542368799448,
-0.04268281161785126,
0.0005498105310834944,
-0.10146195441484451,
0.01050696149468422,
-0.01904800534248352,
0.06709302961826324,
-0.003436129307374358,
0.028743688017129898,
-0.111700139939785,
0.06458885967731476,
0.1301090270280838,
0.012079011648893356,
-0.021954435855150223,
-0.02360304445028305,
-0.05026392266154289,
0.050946079194545746,
-0.02284771203994751,
-0.03223956748843193,
0.03644723817706108,
-0.02365231327712536,
0.006234175059944391,
-0.05062200501561165,
-0.04479406401515007,
0.030841171741485596,
0.02131100930273533,
0.02292591705918312,
0.011963083408772945,
-0.01880134455859661,
-0.026923125609755516,
-0.1227908805012703,
-0.06984653323888779,
-0.0037607098929584026,
-0.036953870207071304,
-0.08511529117822647,
0.015002076514065266,
-0.04938853904604912,
-0.009141889400780201,
-0.003777713282033801,
-0.08535157144069672,
-0.03409789130091667,
0.01242394745349884,
-0.02669113501906395,
-0.0194191113114357,
0.042807307094335556,
-0.04426167160272598,
0.007286667823791504,
-0.07447513937950134,
0.0651676207780838,
0.16708151996135712,
-0.02746446058154106,
0.05776870995759964,
-0.02510909177362919,
-0.0242726169526577,
-0.019163647666573524,
0.011247663758695126,
0.08375440537929535,
-0.08679062128067017,
0.04415665194392204,
-0.045190807431936264,
-0.01527654193341732,
-0.04601840674877167,
0.04296484589576721,
-0.027931133285164833,
-0.140374556183815,
0.015738487243652344,
-0.043105434626340866,
-0.009931908920407295,
0.03386818245053291,
0.00359350279904902,
0.003738788887858391,
-0.07987114042043686,
-0.03747793659567833,
-0.04897570237517357,
-0.14112083613872528,
0.10704531520605087,
0.022899486124515533,
0.03228786587715149,
0.028249258175492287,
-0.011251016519963741,
-0.028848113492131233,
-0.00986636895686388,
0.013053389266133308,
-0.0002271905541419983,
-1.396921156526787e-8,
-0.04119560495018959,
0.10957193374633789,
0.023143716156482697,
0.028278149664402008,
-0.08960460871458054,
0.004168990068137646,
0.0656968355178833,
-0.01947745867073536,
0.09219219535589218,
0.00028767765616066754,
-0.0727580338716507,
-0.01677381619811058,
-0.018538305535912514,
0.10444563627243042,
-0.08460558205842972,
0.03501622751355171,
0.0300151240080595,
0.021085478365421295,
0.002227670745924115,
-0.01473038550466299,
-0.007433537859469652,
0.018654361367225647,
0.06368131190538406,
0.008120066486299038,
0.0273685771971941,
0.08493518829345703,
-0.030304279178380966,
-0.014755642041563988,
0.041176650673151016,
0.07155341655015945,
0.010653441771864891,
-0.012041017413139343,
0.012437636032700539,
0.04110744968056679,
-0.053568728268146515,
-0.040771566331386566,
-0.06772114336490631,
-0.007399477530270815,
0.021645329892635345,
-0.009950905106961727,
-0.007492452394217253,
0.1350451111793518,
0.0687917172908783,
0.027598705142736435,
0.061281200498342514,
0.04299948364496231,
-0.04254220798611641,
-0.03267497569322586,
-0.04471057280898094,
0.011037078686058521,
0.022731449455022812,
-0.014768565073609352,
0.019845739006996155,
0.046639978885650635,
0.04935545101761818,
0.06849027425050735,
0.09924202412366867,
0.02502204291522503,
0.060971733182668686,
0.11148129403591156,
-0.14146587252616882,
0.007356783840805292,
0.07994533330202103,
-0.06741022318601608
] | h3 | Deploy as a service | [
"articles",
"articles/neural-search-tutorial"
] | 6,732 |
[
"Neural Search Tutorial - Qdrant",
"Deploy as a service"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(48) | [
-0.10373933613300323,
-0.019644923508167267,
-0.10113109648227692,
-0.06125825271010399,
-0.0408279150724411,
-0.05023903027176857,
-0.02559462934732437,
-0.0015676259063184261,
-0.04031585529446602,
-0.013014160096645355,
0.04438996687531471,
-0.0012987015070393682,
0.005423577502369881,
0.012189080938696861,
0.09106680005788803,
-0.05061652511358261,
0.08201564848423004,
-0.057291287928819656,
0.03778626397252083,
-0.022124452516436577,
-0.031528692692518234,
-0.02453083172440529,
-0.0404224693775177,
-0.039995886385440826,
-0.07441086322069168,
-0.026753030717372894,
-0.01963791623711586,
-0.009499461390078068,
0.025596776977181435,
0.02427690103650093,
0.01260825339704752,
-0.01695648767054081,
-0.0167800635099411,
0.0241326242685318,
-0.042119063436985016,
0.07485775649547577,
0.04748060181736946,
-0.057548921555280685,
-0.017913460731506348,
-0.037849511951208115,
-0.038905683904886246,
-0.04001884162425995,
-0.0807083249092102,
-0.007566981017589569,
0.033023372292518616,
-0.07296770811080933,
-0.025817178189754486,
0.009405146352946758,
0.025573089718818665,
0.011782204732298851,
-0.08159664273262024,
-0.0394941046833992,
-0.018465664237737656,
-0.011425476521253586,
-0.02194298431277275,
0.027722444385290146,
-0.059962254017591476,
0.013445311225950718,
-0.06199503690004349,
0.022291790693998337,
-0.018615057691931725,
-0.04014976695179939,
0.02937125228345394,
0.07571057975292206,
0.04742252826690674,
0.040053240954875946,
-0.01570218987762928,
-0.041969478130340576,
0.08266302198171616,
-0.15136244893074036,
-0.11365438252687454,
0.0228932686150074,
-0.04933362826704979,
0.04786892607808113,
-0.07524038851261139,
0.0211409330368042,
0.030228333547711372,
0.017825979739427567,
0.021749062463641167,
-0.07980755716562271,
0.0007486268877983093,
0.05186959728598595,
-0.04520711675286293,
0.0998825952410698,
0.0049765026196837425,
0.07242923229932785,
0.007500812411308289,
-0.01846269704401493,
-0.0536436066031456,
-0.05020343139767647,
0.04992394521832466,
0.01943649910390377,
-0.00432246457785368,
-0.056125666946172714,
-0.0025410379748791456,
0.020851831883192062,
-0.04579124227166176,
-0.08557452261447906,
-0.06263121217489243,
-0.0007938890485092998,
-0.028229422867298126,
-0.03190435841679573,
-0.0012345596915110946,
-0.000019240973415435292,
-0.023123513907194138,
-0.04143087565898895,
-0.020963922142982483,
-0.002130899578332901,
-0.015724947676062584,
0.043345388025045395,
-0.03250787779688835,
0.02528812550008297,
-0.03886888176202774,
-0.046236298978328705,
-0.03915815427899361,
0.036831583827733994,
-0.037061985582113266,
-0.02456846460700035,
0.06495191901922226,
0.051007866859436035,
-0.02730969712138176,
0.023296477273106575,
-0.07511262595653534,
-0.045846935361623764,
0.012748030945658684,
0.03399363532662392,
0.024424336850643158,
-3.102500607224495e-33,
-0.02917361445724964,
0.05770887807011604,
0.017577704042196274,
-0.0042852237820625305,
0.02128765918314457,
-0.05493145063519478,
0.034091729670763016,
0.006129960063844919,
-0.037244461476802826,
-0.03239315375685692,
-0.03725331276655197,
0.05218464508652687,
0.008795352652668953,
0.07474241405725479,
0.08631881326436996,
-0.12463574856519699,
0.001456475118175149,
0.06485503911972046,
0.10140964388847351,
-0.033363718539476395,
-0.017335528507828712,
-0.05356453359127045,
0.06302647292613983,
-0.01928061805665493,
0.15073232352733612,
0.018122339621186256,
0.09624799340963364,
0.02064736932516098,
0.05692769214510918,
0.030449021607637405,
-0.007561956532299519,
-0.03596147894859314,
-0.0991775244474411,
-0.0025327622424811125,
0.022199006751179695,
-0.009989593178033829,
-0.07472813129425049,
-0.06591334193944931,
-0.03586193546652794,
-0.013446975499391556,
-0.03096609376370907,
-0.01993727497756481,
-0.0932781845331192,
-0.04754575714468956,
-0.05863145738840103,
-0.005266326945275068,
-0.0009295730851590633,
0.025781994685530663,
0.094506174325943,
-0.019026271998882294,
0.05832294374704361,
0.0156306903809309,
-0.04273373261094093,
0.047894757241010666,
0.01966497302055359,
0.014360843226313591,
0.06584150344133377,
-0.016739344224333763,
0.03872731328010559,
0.07751055061817169,
-0.07017567753791809,
-0.08093775063753128,
-0.047032419592142105,
0.0810617208480835,
0.034260090440511703,
-0.0067753661423921585,
0.037243280559778214,
-0.06301325559616089,
0.01985957659780979,
-0.015410199761390686,
0.03878374770283699,
-0.025079183280467987,
0.05752192437648773,
0.07847215980291367,
-0.03301147371530533,
0.00041625965968705714,
-0.031069712713360786,
0.0495913065969944,
0.008953056298196316,
0.01358807273209095,
-0.03734390437602997,
0.028476335108280182,
-0.014948323369026184,
0.032778799533843994,
0.07343649119138718,
0.006572533864527941,
0.029207702726125717,
0.010608675889670849,
-0.06286905705928802,
-0.025742603465914726,
-0.029443899169564247,
0.06993381679058075,
-0.004841144196689129,
0.055264733731746674,
-0.05645381286740303,
8.463335247309845e-34,
-0.009484658017754555,
-0.12194634228944778,
-0.02153623476624489,
0.0007490142015740275,
-0.016222666949033737,
0.00386820244602859,
-0.015518193133175373,
0.019686203449964523,
-0.03776151314377785,
0.10936897248029709,
-0.021062761545181274,
-0.03694086894392967,
-0.008099081926047802,
0.021089140325784683,
-0.0009819690603762865,
0.01774873211979866,
-0.03698291629552841,
-0.10157706588506699,
0.005023137666285038,
0.01116681657731533,
-0.06576472520828247,
0.0788244754076004,
0.03337698429822922,
0.030648695304989815,
-0.01544277649372816,
-0.03509259596467018,
-0.023329950869083405,
0.0013900205958634615,
-0.03302919492125511,
-0.05384688824415207,
-0.02903425134718418,
-0.09144776314496994,
-0.07820383459329605,
-0.09865038096904755,
0.05183225870132446,
0.017299313098192215,
0.05509132519364357,
0.04022470489144325,
0.03042077086865902,
0.004518875386565924,
0.07807094603776932,
-0.10462823510169983,
-0.049920275807380676,
-0.0223477054387331,
-0.0409332811832428,
-0.044320136308670044,
-0.1014508381485939,
0.008167335763573647,
-0.07965099811553955,
0.009899639524519444,
0.039880093187093735,
-0.038350678980350494,
0.04624925181269646,
-0.004690627101808786,
0.023486051708459854,
0.053578559309244156,
0.05427078157663345,
-0.05030544102191925,
-0.013257981278002262,
-0.021009765565395355,
0.03865699842572212,
-0.10072942823171616,
0.04208647459745407,
0.09477858990430832,
0.09032176434993744,
0.019253099337220192,
0.04190382733941078,
-0.07070650160312653,
-0.10400208085775375,
0.0027438730467110872,
0.09349843859672546,
-0.07560181617736816,
0.015705738216638565,
0.13048461079597473,
-0.05483222007751465,
-0.09117894619703293,
0.04156433790922165,
0.026001153513789177,
0.0599103644490242,
0.02362786792218685,
0.013186385855078697,
0.03274017944931984,
0.031387392431497574,
0.08034355938434601,
-0.027423860505223274,
-0.06143743917346001,
0.07086583226919174,
-0.05906697362661362,
0.051657311618328094,
0.02217058651149273,
-0.041379593312740326,
0.05123623088002205,
-0.018016157671809196,
0.07529143989086151,
-0.010776923969388008,
-2.0534070444000463e-8,
-0.004735776223242283,
0.0039579072035849094,
-0.0026925161946564913,
0.07701031863689423,
-0.09724708646535873,
0.041887808591127396,
-0.002317336853593588,
0.04177394509315491,
0.048430152237415314,
-0.003412071615457535,
-0.008233041502535343,
-0.058981962502002716,
-0.055545903742313385,
0.06948740035295486,
0.027356114238500595,
0.054506149142980576,
0.052326515316963196,
0.049964647740125656,
-0.01823250763118267,
-0.016513125970959663,
0.046706970781087875,
0.10556818544864655,
0.06564891338348389,
-0.010524907149374485,
0.05631665140390396,
0.045233141630887985,
0.057914186269044876,
0.0576639287173748,
-0.02722030319273472,
-0.029413552954792976,
-0.060491614043712616,
-0.005179168656468391,
-0.016676966100931168,
0.00035373817081563175,
-0.04370686784386635,
0.08595877140760422,
-0.050791192799806595,
0.00567456241697073,
0.03347388282418251,
0.04528205096721649,
0.003215058473870158,
0.10898017883300781,
0.005488479509949684,
-0.02002495341002941,
0.07573409378528595,
0.05366479605436325,
-0.1004219725728035,
0.01232119370251894,
0.04477063938975334,
0.008066069334745407,
-0.08329257369041443,
0.0125966127961874,
0.07199795544147491,
0.062495410442352295,
-0.014664273709058762,
0.05039019510149956,
0.029443666338920593,
-0.10384771227836609,
0.07807453721761703,
0.1094331368803978,
0.046689026057720184,
0.049455396831035614,
0.09197317808866501,
0.07204697281122208
] | p | To build the service we will use the FastAPI framework. | [
"articles",
"articles/neural-search-tutorial"
] | 6,733 |
[
"Neural Search Tutorial - Qdrant",
"Deploy as a service"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(48) | [
-0.0910516232252121,
-0.006174224428832531,
-0.029883507639169693,
-0.0027892193756997585,
-0.016970373690128326,
0.026771647855639458,
-0.07168147712945938,
0.08022844046354294,
-0.03281380981206894,
0.03630455955862999,
-0.001096839550882578,
0.044119786471128464,
0.008629503659904003,
-0.015529895201325417,
0.027601411566138268,
-0.01778794452548027,
0.0584445483982563,
-0.07991036772727966,
0.06357931345701218,
-0.07092778384685516,
-0.03362320363521576,
-0.11734037846326828,
-0.04249398782849312,
-0.0480215810239315,
0.0661003440618515,
0.0032209353521466255,
-0.06638640910387039,
0.0381443090736866,
0.09042628854513168,
-0.002336075995117426,
-0.018253229558467865,
0.07116811722517014,
0.08035062253475189,
0.037487972527742386,
-0.08726131170988083,
0.004535844083875418,
0.07733628898859024,
0.034831807017326355,
-0.1210707351565361,
-0.05868559703230858,
-0.1138116642832756,
0.014455292373895645,
0.006251080892980099,
0.05342906713485718,
-0.018431520089507103,
-0.061863694339990616,
-0.030845100060105324,
-0.07534870505332947,
0.005504589062184095,
-0.02831418439745903,
0.037647269666194916,
-0.055352870374917984,
-0.0008684718632139266,
-0.08226213604211807,
-0.0055605629459023476,
-0.030906734988093376,
-0.016448311507701874,
-0.07994549721479416,
-0.018670836463570595,
-0.020833054557442665,
-0.01242916565388441,
0.008265165612101555,
-0.03377104923129082,
0.059554483741521835,
0.08425773680210114,
-0.010485166683793068,
0.020787427201867104,
-0.03463802859187126,
0.030333315953612328,
-0.11965957283973694,
-0.13507241010665894,
0.039141371846199036,
-0.001552623463794589,
0.10276409983634949,
-0.016440950334072113,
-0.05629362165927887,
-0.028746500611305237,
-0.03625819832086563,
-0.007371705956757069,
0.023166988044977188,
-0.0022626842837780714,
0.0149983586743474,
-0.019442487508058548,
0.12037104368209839,
0.046101164072752,
-0.034711502492427826,
0.026105334982275963,
0.016784999519586563,
0.03957425802946091,
-0.00699354475364089,
0.11362090706825256,
0.07024197280406952,
0.040145114064216614,
-0.022964049130678177,
-0.004235799890011549,
-0.012165716849267483,
0.09066011756658554,
0.04017934203147888,
-0.11052318662405014,
0.013783379457890987,
-0.04574700817465782,
-0.03807549551129341,
0.034103166311979294,
-0.06001199781894684,
-0.002226657699793577,
-0.04764414206147194,
0.10798854380846024,
-0.003959659952670336,
-0.02640404738485813,
-0.029750019311904907,
-0.035191286355257034,
-0.0516105554997921,
-0.0659811869263649,
-0.10863609611988068,
0.009242421016097069,
0.049815721809864044,
-0.030457448214292526,
-0.03359942138195038,
0.03879931569099426,
0.06635601818561554,
0.008767985738813877,
0.01976015418767929,
-0.06192244961857796,
0.012381955049932003,
0.012752038426697254,
-0.0029031794983893633,
0.023183636367321014,
-2.4997498994640356e-33,
0.06898576021194458,
0.12127406895160675,
-0.05150170251727104,
-0.02898363023996353,
0.03290305659174919,
-0.05179406702518463,
-0.028256619349122047,
-0.012747767381370068,
-0.0854932889342308,
-0.013779798522591591,
0.05080841854214668,
-0.03500497341156006,
0.04564943537116051,
0.07681938260793686,
0.07878419011831284,
-0.02122986689209938,
-0.01272959727793932,
0.07530174404382706,
0.0018138170707970858,
0.002348689828068018,
-0.036157701164484024,
-0.027681617066264153,
0.04904706031084061,
-0.015248776413500309,
-0.019983874633908272,
0.0714709684252739,
0.06968483328819275,
-0.004334730561822653,
0.08977575600147247,
0.019019538536667824,
-0.055039774626493454,
-0.09936407208442688,
-0.09665802866220474,
-0.011715983040630817,
0.034642476588487625,
0.015261040069162846,
-0.022504717111587524,
-0.07516302168369293,
0.04789894074201584,
0.016308069229125977,
-0.03458179160952568,
-0.015814468264579773,
0.02266048826277256,
-0.02692834846675396,
0.05929597094655037,
0.03741057962179184,
-0.010297124274075031,
0.0645625963807106,
0.0669909119606018,
0.04586496204137802,
0.034534815698862076,
0.07710666209459305,
-0.03708941489458084,
0.06919828802347183,
0.015099780634045601,
0.05049698427319527,
0.04320298135280609,
-0.0323222391307354,
0.02973848581314087,
0.04623842611908913,
-0.03502638638019562,
0.02414330653846264,
-0.023003898561000824,
0.07186879217624664,
0.02261108160018921,
0.002705953549593687,
-0.01605425961315632,
0.009968191385269165,
0.024369753897190094,
-0.004319973289966583,
-0.05418894812464714,
-0.044154249131679535,
0.03770586475729942,
-0.09360785782337189,
0.05771271511912346,
0.05216614902019501,
0.08280868828296661,
-0.07033330947160721,
-0.013381615281105042,
0.005605710670351982,
-0.04233985394239426,
-0.03524904325604439,
0.025004122406244278,
0.04276644065976143,
-0.003356474917382002,
-0.019390594214200974,
0.01230530347675085,
-0.034245286136865616,
-0.05532287433743477,
0.04441967234015465,
0.015487286262214184,
-0.012250828556716442,
-0.012302394956350327,
0.035190973430871964,
0.005733370780944824,
2.902199675922239e-33,
-0.0412079282104969,
-0.06257082521915436,
0.009110335260629654,
0.07762614637613297,
-0.0676540806889534,
0.002094264840707183,
0.03391624242067337,
-0.004042613785713911,
0.01773727312684059,
0.048563193529844284,
-0.05259731039404869,
0.03234720975160599,
-0.01190031785517931,
-0.043893419206142426,
0.0652461126446724,
0.02518444135785103,
-0.051561687141656876,
-0.06637707352638245,
0.031713392585515976,
-0.030888453125953674,
0.004904177971184254,
0.08957303315401077,
-0.014023397117853165,
-0.02500564232468605,
-0.01380302757024765,
-0.020963286980986595,
-0.12964767217636108,
0.01389081496745348,
0.0011649256339296699,
-0.018573399633169174,
0.027085520327091217,
0.018993113189935684,
-0.04250789061188698,
-0.14256010949611664,
-0.035501737147569656,
0.018874401226639748,
0.014323658309876919,
0.06304634362459183,
-0.026790622621774673,
0.00529605383053422,
0.03010372817516327,
0.03488084673881531,
-0.026631860062479973,
-0.054589152336120605,
-0.04033228009939194,
0.03600829094648361,
0.016858702525496483,
-0.0208590067923069,
-0.010782611556351185,
0.06850322335958481,
0.006748152431100607,
-0.0618385374546051,
0.017510877922177315,
-0.0734676942229271,
0.00944815669208765,
-0.031336233019828796,
0.017176443710923195,
0.024083608761429787,
0.022696426138281822,
0.007579187862575054,
-0.03831356763839722,
-0.029616786167025566,
0.027059631422162056,
-0.02267553098499775,
0.043239086866378784,
-0.03203308954834938,
-0.0018673716112971306,
0.04089011624455452,
-0.10583663731813431,
-0.0046629044227302074,
0.015918109565973282,
0.014335543848574162,
0.00753589766100049,
0.04069105535745621,
0.006164186634123325,
0.042412009090185165,
0.06801454722881317,
0.0176320169121027,
-0.03940589725971222,
-0.016607822850346565,
0.06778297573328018,
0.012212719768285751,
0.044050201773643494,
-0.07743656635284424,
0.00948327872902155,
0.03280868008732796,
-0.010722764767706394,
-0.0982678085565567,
0.0009134347201324999,
0.03769683092832565,
-0.07408560812473297,
0.09407579153776169,
0.1180238127708435,
0.09061186015605927,
-0.030640283599495888,
-1.8119767020152722e-8,
-0.002662710612639785,
-0.060604408383369446,
0.04516350477933884,
-0.046584803611040115,
-0.05540592595934868,
0.03462608903646469,
0.08288600295782089,
0.02536783553659916,
-0.002910505048930645,
0.05578191950917244,
0.10594722628593445,
-0.07521387934684753,
-0.13423284888267517,
0.08812640607357025,
-0.005467387847602367,
0.051365431398153305,
0.06516734510660172,
0.029251739382743835,
-0.03138892352581024,
0.00030473925289697945,
0.002348770387470722,
0.0416976623237133,
-0.07260104268789291,
0.027643021196126938,
-0.016578761860728264,
-0.0017903979169204831,
0.04837949573993683,
0.04797735810279846,
0.033049535006284714,
-0.10491892695426941,
-0.04616982862353325,
0.09078213572502136,
0.0343436598777771,
0.0977497324347496,
-0.013392796739935875,
0.07850657403469086,
-0.03303348273038864,
0.021958088502287865,
-0.042956072837114334,
-0.04897962510585785,
0.06571759283542633,
0.05139854550361633,
-0.04824253171682358,
-0.025326840579509735,
-0.017553802579641342,
-0.05435679480433464,
0.015158427879214287,
-0.15449653565883636,
0.0005214655539020896,
-0.00548198539763689,
0.014885392040014267,
-0.00637071905657649,
0.008669765666127205,
0.007444394286721945,
0.010600040666759014,
0.07799605280160904,
0.025634434074163437,
0.00744904950261116,
0.05505663529038429,
0.07002760469913483,
0.026295369490981102,
0.1376558095216751,
0.03025972656905651,
0.031619153916835785
] | p | It is super easy to use and requires minimal code writing. | [
"articles",
"articles/neural-search-tutorial"
] | 6,734 |
[
"Neural Search Tutorial - Qdrant",
"Deploy as a service"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(49) | [
0.041106175631284714,
-0.022746656090021133,
-0.05476938933134079,
-0.0640333741903305,
0.027630267664790154,
0.02015359327197075,
-0.01993483118712902,
0.04556421935558319,
-0.06825761497020721,
0.022030161693692207,
0.06964024156332016,
-0.0408761240541935,
-0.07493407279253006,
0.03132664039731026,
0.08908617496490479,
0.007871555164456367,
0.02665363810956478,
0.0171306561678648,
0.06303922086954117,
-0.024484213441610336,
-0.00727709848433733,
-0.05540337413549423,
-0.03947829082608223,
-0.09622366726398468,
-0.0029311939142644405,
-0.13669353723526,
0.009395686909556389,
0.040286436676979065,
-0.0020376250613480806,
0.021416490897536278,
-0.034342922270298004,
-0.02877967804670334,
0.10240686684846878,
0.007046752609312534,
0.005554528906941414,
-0.031101765111088753,
0.04407583922147751,
0.03610889986157417,
-0.07017439603805542,
-0.07137266546487808,
-0.02890409156680107,
0.029180262237787247,
-0.018064480274915695,
-0.06845362484455109,
0.01694606803357601,
-0.04749629274010658,
0.006983904633671045,
-0.014173907227814198,
0.06161210685968399,
-0.04360675439238548,
-0.00454421853646636,
-0.002676748437806964,
0.013045783154666424,
-0.010076564736664295,
0.04729543998837471,
0.014042163267731667,
0.024908391758799553,
0.09703139215707779,
-0.0005565304309129715,
0.009952696971595287,
0.05214684456586838,
-0.0000853010787977837,
-0.07033445686101913,
0.10648234188556671,
-0.04260307922959328,
-0.03913598880171776,
0.0347832553088665,
-0.0447281077504158,
0.04745059460401535,
-0.052614420652389526,
-0.08532395958900452,
-0.06214163824915886,
-0.04545940086245537,
-0.11404719203710556,
-0.06965571641921997,
-0.0005291049019433558,
0.056114863604307175,
0.05560367926955223,
-0.02439536154270172,
0.0327104851603508,
-0.05395732447504997,
0.08419910073280334,
0.05606667324900627,
0.03253786638379097,
0.09953329712152481,
0.03642139956355095,
-0.008902488276362419,
-0.018880054354667664,
0.03279681131243706,
-0.01552419550716877,
0.021728437393903732,
0.02071133628487587,
-0.09390642493963242,
0.02856295555830002,
-0.023920398205518723,
0.016691474243998528,
0.032317113131284714,
-0.02899705059826374,
-0.0491655133664608,
0.04873841255903244,
-0.008164632134139538,
-0.05407991632819176,
-0.04442637413740158,
0.0020525804720818996,
-0.06289320439100266,
-0.027624251320958138,
0.01059054397046566,
0.04068998619914055,
0.011824449524283409,
-0.06344132125377655,
-0.00039183127228170633,
0.012663567438721657,
-0.010655771940946579,
-0.06267214566469193,
-0.038882479071617126,
0.0072465017437934875,
-0.06822783499956131,
-0.00956687144935131,
0.015127541497349739,
-0.012957721017301083,
0.00554501311853528,
0.02701641619205475,
-0.01657889038324356,
-0.0662861242890358,
0.007920433767139912,
-0.029196929186582565,
0.026016488671302795,
-5.5620429060896466e-33,
0.010322765447199345,
0.016904398798942566,
-0.015806978568434715,
-0.010974973440170288,
-0.05623559281229973,
-0.040229324251413345,
0.03219138830900192,
-0.07453900575637817,
-0.08049516379833221,
-0.011701046489179134,
0.00712530268356204,
-0.019808843731880188,
-0.0641941949725151,
0.04599730670452118,
0.021576283499598503,
-0.06253811717033386,
0.049334801733493805,
0.03913692384958267,
0.03399857133626938,
-0.09577108174562454,
0.005740626249462366,
-0.038182783871889114,
-0.007845737971365452,
-0.01947322115302086,
-0.009757294319570065,
0.05018015205860138,
0.06408363580703735,
-0.004547924268990755,
0.0775730311870575,
0.04702689126133919,
-0.008732112124562263,
-0.04111094027757645,
-0.05291507765650749,
-0.014080391265451908,
0.01943018101155758,
-0.011749055236577988,
-0.06644785404205322,
0.07222827523946762,
0.041214898228645325,
-0.026507282629609108,
0.04064497351646423,
-0.03617691993713379,
0.010263897478580475,
-0.04058605805039406,
0.09906240552663803,
-0.02766101434826851,
0.043544284999370575,
0.0032176312524825335,
0.17350929975509644,
0.029875265434384346,
0.03679634630680084,
-0.06814336776733398,
0.05666772276163101,
0.04017728194594383,
0.014782694168388844,
0.0031244237907230854,
0.0032893905881792307,
0.00182048580609262,
0.049188628792762756,
-0.042715661227703094,
0.008207721635699272,
-0.029988382011651993,
0.04361756145954132,
0.05782177299261093,
0.05600471794605255,
-0.07475166022777557,
-0.07205449044704437,
-0.010406382381916046,
-0.012633810751140118,
0.04571123421192169,
-0.04846714809536934,
-0.02817656844854355,
0.027405716478824615,
0.019541941583156586,
-0.0683949738740921,
-0.00019317286205478013,
-0.025105250999331474,
0.02695191651582718,
-0.04055468365550041,
0.042481929063797,
-0.10704675316810608,
-0.036962542682886124,
-0.014683554880321026,
0.031587205827236176,
0.08762308210134506,
-0.016256440430879593,
-0.023402132093906403,
0.06522931903600693,
0.07719767838716507,
-0.012152505107223988,
0.0022337762638926506,
0.05059172213077545,
-0.0333462692797184,
0.0570170097053051,
-0.06587061285972595,
2.8420031612296065e-33,
-0.01203225553035736,
-0.05822126939892769,
-0.022795172408223152,
-0.043322037905454636,
-0.07432306557893753,
0.03787941485643387,
-0.0655248686671257,
-0.0766613632440567,
-0.03399544209241867,
-0.01788061112165451,
0.014601974748075008,
0.08109267055988312,
0.022598907351493835,
-0.029867233708500862,
0.06403819471597672,
0.08447516709566116,
0.01940172351896763,
0.014150653965771198,
-0.044843174517154694,
-0.01436398271471262,
-0.04385760799050331,
-0.06594322621822357,
0.0846719890832901,
0.028017813339829445,
-0.0018813888309523463,
-0.10261639952659607,
0.1529860496520996,
0.037930767983198166,
0.024064959958195686,
-0.009510789066553116,
0.05718258395791054,
0.04259154573082924,
-0.10546505451202393,
-0.05190448835492134,
0.005600405391305685,
0.05487753823399544,
0.14664259552955627,
0.015317048877477646,
-0.03993990272283554,
0.003606842365115881,
-0.001487797242589295,
0.03829742968082428,
-0.13437595963478088,
-0.03832633048295975,
0.09207630157470703,
0.0208443570882082,
0.1013398990035057,
-0.09494283050298691,
-0.03395448625087738,
0.07838995009660721,
0.034822653979063034,
-0.052065737545490265,
0.021615205332636833,
-0.019047811627388,
0.006209922023117542,
0.006548544391989708,
0.053782567381858826,
0.11077405512332916,
0.007429313845932484,
-0.0020089915487915277,
-0.035257354378700256,
-0.011496588587760925,
0.012599560432136059,
-0.10948284715414047,
-0.030616648495197296,
0.06682246178388596,
-0.022809747606515884,
0.03526637703180313,
-0.05706010013818741,
0.05862263962626457,
-0.08562329411506653,
0.0708831176161766,
0.05114395171403885,
0.006375792436301708,
0.03983444720506668,
0.015693554654717445,
-0.022287903353571892,
0.05223168060183525,
-0.04116283357143402,
-0.004197943024337292,
0.0884113535284996,
-0.038127996027469635,
0.07332205027341843,
-0.0676436573266983,
-0.08260322362184525,
-0.05750651657581329,
0.008178990334272385,
-0.05511557683348656,
-0.009542831219732761,
-0.08072596788406372,
-0.036007773131132126,
-0.012704110704362392,
0.009146954864263535,
0.022379199042916298,
0.03283640369772911,
-1.7090282966591985e-8,
-0.012612351216375828,
-0.0967961922287941,
0.06376835703849792,
-0.04081257805228233,
0.08735448867082596,
0.066710464656353,
0.04494253173470497,
-0.01631934940814972,
-0.0026017706841230392,
-0.05367280915379524,
0.09490933269262314,
-0.022916633635759354,
-0.03609723225235939,
0.05337873473763466,
0.001087677082978189,
-0.0038560510147362947,
-0.07343866676092148,
0.10086408257484436,
0.027218852192163467,
-0.001328473212197423,
0.07157846540212631,
-0.03814036026597023,
0.02991497702896595,
-0.01854589954018593,
0.10928422957658768,
-0.04908284172415733,
0.007776172365993261,
0.01424326840788126,
-0.03637925907969475,
-0.12114258110523224,
-0.005717081017792225,
0.03843526542186737,
-0.0006629370036534965,
-0.003033452434465289,
0.10294371843338013,
0.0658637285232544,
-0.009083244949579239,
0.07991767674684525,
0.04473961889743805,
-0.047303684055805206,
0.08525174856185913,
0.13310928642749786,
0.041837483644485474,
-0.033606164157390594,
-0.0039309305138885975,
-0.008985863998532295,
-0.008643142879009247,
-0.01994328200817108,
-0.0019448488019406796,
-0.005744864698499441,
0.059198442846536636,
-0.03144178166985512,
-0.07796543836593628,
0.008916841819882393,
-0.037304192781448364,
0.03159864619374275,
0.01111769862473011,
-0.03733677789568901,
-0.0453290157020092,
-0.04451826587319374,
0.007969154976308346,
0.08482658863067627,
-0.0338660404086113,
-0.033834073692560196
] | p | To install it, use the command | [
"articles",
"articles/neural-search-tutorial"
] | 6,735 |
[
"Neural Search Tutorial - Qdrant",
"Deploy as a service"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(50) | [
-0.03997050225734711,
-0.012490314431488514,
-0.028573930263519287,
-0.04995197802782059,
-0.014048110693693161,
-0.02952003851532936,
-0.05520482361316681,
-0.03329553082585335,
0.05313402786850929,
-0.02151021920144558,
-0.04101056605577469,
-0.023031404241919518,
0.03362064063549042,
0.0537719689309597,
0.12029747664928436,
0.0001278732088394463,
0.0013934464659541845,
-0.06890374422073364,
0.04017504304647446,
-0.02432332932949066,
0.08028321713209152,
0.06620320677757263,
-0.061850741505622864,
-0.014330653473734856,
-0.05988704413175583,
-0.03126702085137367,
-0.05291752517223358,
-0.005193536169826984,
-0.07173702120780945,
-0.051768213510513306,
0.03328944370150566,
-0.040202949196100235,
-0.12239594012498856,
0.03357585519552231,
0.052238039672374725,
-0.035646457225084305,
-0.015017366036772728,
-0.02359774522483349,
0.07490161061286926,
0.03739200904965401,
0.02565436065196991,
0.00798950344324112,
-0.024756310507655144,
-0.028915351256728172,
-0.007864224724471569,
-0.047579098492860794,
-0.056663643568754196,
-0.02717006765305996,
0.07194583117961884,
0.025850456207990646,
0.0339294970035553,
-0.05062451213598251,
-0.08128915727138519,
0.0011665589408949018,
0.019546113908290863,
-0.05361199378967285,
-0.07568281888961792,
0.06105494126677513,
-0.09007102996110916,
0.06085732579231262,
0.061115812510252,
-0.06847742944955826,
0.018300162628293037,
0.013099610805511475,
0.048551544547080994,
-0.030320726335048676,
-0.0379972979426384,
-0.04408714920282364,
0.00804489478468895,
-0.100925512611866,
-0.022682707756757736,
-0.02696486935019493,
-0.045080192387104034,
-0.014498075470328331,
0.027230462059378624,
0.036757878959178925,
-0.015073045156896114,
0.04880858585238457,
0.03651600703597069,
-0.08118594437837601,
-0.00505630299448967,
0.01428152248263359,
0.0028073128778487444,
0.11120697855949402,
-0.056561801582574844,
0.032532643526792526,
-0.07810220122337341,
-0.043597836047410965,
0.033042535185813904,
0.021530961617827415,
0.04615280032157898,
-0.07554461807012558,
0.007787009701132774,
-0.03380809351801872,
0.04139730706810951,
0.039835505187511444,
-0.10540604591369629,
-0.05963722988963127,
-0.03789868950843811,
-0.0004632036725524813,
-0.019323037937283516,
-0.07855561375617981,
0.09578550606966019,
0.08477510511875153,
0.06609029322862625,
-0.02922508679330349,
-0.0014904877170920372,
0.04981035366654396,
-0.05318085849285126,
0.014146528206765652,
-0.012492325156927109,
0.018510114401578903,
0.031101923435926437,
0.04682042449712753,
-0.05743926391005516,
0.09905484318733215,
-0.007939210161566734,
-0.006352224852889776,
-0.05084751173853874,
-0.011072514578700066,
-0.0506412610411644,
0.0009003473678603768,
0.012545226141810417,
-0.0003417055122554302,
-0.0008360221399925649,
-0.0014076168881729245,
0.11059536784887314,
-9.855169231496397e-34,
-0.013253225944936275,
0.050802964717149734,
0.08723579347133636,
-0.040269769728183746,
0.0581807978451252,
-0.01477278396487236,
-0.008074972778558731,
0.0327121838927269,
0.006019416265189648,
-0.046690139919519424,
-0.004901041276752949,
0.011867938563227654,
0.0354301743209362,
0.00614863121882081,
-0.03576315939426422,
0.0010577840730547905,
0.052532535046339035,
0.0657757967710495,
0.016658253967761993,
-0.009123407304286957,
-0.043370433151721954,
0.010755956172943115,
-0.0466507188975811,
-0.04545675218105316,
0.016283055767416954,
0.0058945706114172935,
0.013951943255960941,
0.04533817991614342,
-0.05622898042201996,
-0.0018699647625908256,
0.04709165543317795,
0.014025368727743626,
0.02316560409963131,
0.0818742886185646,
0.03742639347910881,
0.007068231701850891,
-0.012035377323627472,
0.017295561730861664,
-0.053797438740730286,
-0.03698773309588432,
0.05862836167216301,
0.05471789464354515,
-0.09421335905790329,
0.007838566787540913,
-0.014598329551517963,
0.003623688593506813,
-0.01097147911787033,
-0.028526682406663895,
0.07090351730585098,
-0.054744165390729904,
-0.0032010870054364204,
0.09300364553928375,
0.005143625196069479,
-0.0146468011662364,
0.042037103325128555,
-0.042147599160671234,
0.023415692150592804,
-0.012110570445656776,
-0.026512961834669113,
-0.07571658492088318,
-0.02607715129852295,
-0.087352454662323,
-0.026749879121780396,
-0.04374684393405914,
0.06291323900222778,
-0.058979906141757965,
0.013302427716553211,
-0.010839101858437061,
0.029106633737683296,
0.047621943056583405,
-0.012060727924108505,
-0.02421928010880947,
0.06559623777866364,
0.06364835053682327,
-0.07695215940475464,
-0.04625838249921799,
0.04397176206111908,
0.042695239186286926,
0.06662832945585251,
-0.02812262624502182,
-0.03797795623540878,
0.00046660605585202575,
-0.06329543143510818,
0.0321497917175293,
0.015403704717755318,
0.03434736654162407,
0.04824865981936455,
-0.05912751331925392,
0.022105038166046143,
0.022102462127804756,
-0.06029392033815384,
0.06031910702586174,
-0.049981702119112015,
0.10132043063640594,
-0.0259208083152771,
-1.610846948843976e-33,
-0.06632491946220398,
-0.05434129759669304,
-0.024906637147068977,
-0.058350615203380585,
-0.04152645170688629,
0.022021103650331497,
0.10312547534704208,
0.06305704265832901,
-0.0002605979680083692,
0.19734005630016327,
0.1461942195892334,
0.0006887376657687128,
0.012637795880436897,
0.019961969926953316,
-0.026790577918291092,
0.03003574162721634,
-0.00953618623316288,
-0.006941747851669788,
0.015468244440853596,
0.05422620847821236,
-0.08681393414735794,
0.06679701060056686,
-0.006302887108176947,
-0.022671476006507874,
0.0377105176448822,
0.058198027312755585,
-0.07656510919332504,
-0.013751897029578686,
-0.08808211982250214,
-0.04645446687936783,
0.0012697234051302075,
-0.07376754283905029,
0.03766347095370293,
-0.04309937730431557,
0.006963662803173065,
-0.0001777980214683339,
0.011802670545876026,
0.08847712725400925,
0.052762992680072784,
-0.0046442486345767975,
-0.013551550917327404,
-0.16168786585330963,
0.01357251312583685,
0.04284956306219101,
0.020789066329598427,
-0.07624415308237076,
0.04050510376691818,
-0.003921883646398783,
-0.11221689730882645,
0.008634154684841633,
-0.014188956469297409,
0.007886267267167568,
-0.09194189310073853,
0.0009726050193421543,
-0.009842293336987495,
0.038144417107105255,
0.09216618537902832,
-0.01672224886715412,
-0.0085924556478858,
-0.04560152813792229,
0.08261110633611679,
-0.020776260644197464,
-0.03619715943932533,
0.09299518167972565,
0.07946816086769104,
-0.08784503489732742,
0.018555378541350365,
-0.011813790537416935,
-0.10208828002214432,
-0.025211498141288757,
0.004757767543196678,
-0.018257204443216324,
-0.00743791414424777,
0.008743601851165295,
0.0627625435590744,
-0.054925717413425446,
-0.006124088540673256,
-0.08707041293382645,
-0.00004299786451156251,
0.01417659129947424,
-0.07574832439422607,
-0.014167112298309803,
-0.01132808718830347,
0.0264932531863451,
-0.026663461700081825,
-0.06370309740304947,
0.05993805080652237,
0.07313904166221619,
-0.002362683182582259,
0.09771295636892319,
-0.06754603236913681,
0.002989612752571702,
-0.06513293832540512,
0.0014672004617750645,
0.027560371905565262,
-2.0782584542189397e-8,
-0.04416447877883911,
-0.013580416329205036,
0.01571585424244404,
0.08256516605615616,
-0.07718812674283981,
0.005707910284399986,
-0.023131515830755234,
0.07477240264415741,
0.022825928404927254,
0.00031073740683496,
-0.09798143059015274,
0.03640156239271164,
-0.07772979140281677,
0.04136043041944504,
0.013344026170670986,
-0.02898482233285904,
-0.04066817834973335,
0.024282114580273628,
0.003339905757457018,
-0.05709286034107208,
-0.09919377416372299,
0.02107284590601921,
0.08834680914878845,
-0.15531028807163239,
-0.023898575454950333,
0.047894515097141266,
0.013828882947564125,
0.05615498870611191,
0.007174172904342413,
-0.005562863312661648,
-0.01487588882446289,
-0.046197500079870224,
0.0016753822565078735,
-0.016450004652142525,
-0.05507070571184158,
0.016845889389514923,
-0.11234750598669052,
0.06623543798923492,
-0.008773439563810825,
0.05834723636507988,
0.03129655867815018,
0.007270855829119682,
0.011661924421787262,
0.07238353788852692,
0.10401689261198044,
0.04106499254703522,
0.07890213280916214,
0.07040330767631531,
0.047775983810424805,
-0.00947842188179493,
-0.0699155330657959,
-0.03656037524342537,
0.06647700816392899,
0.0015142984921112657,
-0.004045869689434767,
0.02198622189462185,
-0.04625547677278519,
-0.04918290302157402,
0.06666718423366547,
0.09541819244623184,
0.020173639059066772,
0.004332595970481634,
0.010015686973929405,
0.026185238733887672
] | p | Our service will have only one API endpoint and will look like this: | [
"articles",
"articles/neural-search-tutorial"
] | 6,736 |
[
"Neural Search Tutorial - Qdrant",
"Deploy as a service"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(51) | [
-0.02555372752249241,
-0.04288356006145477,
-0.05677857995033264,
-0.057461824268102646,
-0.0029834755696356297,
-0.009816226549446583,
0.0025426633656024933,
-0.04902259632945061,
-0.027549557387828827,
0.007840555161237717,
0.08414460718631744,
0.10408362746238708,
-0.01517946645617485,
0.06453726440668106,
0.05827591195702553,
-0.02489963360130787,
0.09598392993211746,
-0.10427631437778473,
-0.0328671857714653,
0.060125842690467834,
-0.0885658785700798,
0.0035570261534303427,
-0.07149611413478851,
-0.009701559320092201,
0.0038737680297344923,
-0.05830814689397812,
-0.03330935165286064,
-0.014159711077809334,
-0.039915863424539566,
-0.02487131766974926,
-0.017504332587122917,
-0.05157929286360741,
0.005164053291082382,
0.04366924613714218,
0.0443679615855217,
-0.008223782293498516,
0.08575526624917984,
0.001733410987071693,
-0.0259864442050457,
-0.030039262026548386,
0.04091891273856163,
-0.049977343529462814,
-0.09003971517086029,
0.04546712711453438,
0.012883448973298073,
-0.0045435307547450066,
0.0237836055457592,
-0.010486012324690819,
0.026387406513094902,
0.06414803862571716,
-0.014119447208940983,
-0.023731637746095657,
0.013857920654118061,
0.06751114875078201,
0.0018928864737972617,
0.0460263192653656,
0.0016018296591937542,
0.07708053290843964,
-0.04061145335435867,
0.09881863743066788,
-0.021549522876739502,
-0.024456342682242393,
-0.07507576048374176,
0.10436633974313736,
0.010198111645877361,
0.015609069727361202,
0.014662294648587704,
-0.05589659884572029,
0.024195056408643723,
-0.08734919130802155,
-0.09145423024892807,
0.08052660524845123,
-0.0626150369644165,
-0.02020406723022461,
-0.05201820656657219,
0.0816914364695549,
0.035305388271808624,
-0.042429614812135696,
0.039529670029878616,
-0.12396582216024399,
-0.04074237868189812,
-0.035349346697330475,
-0.022235410287976265,
0.021407125517725945,
0.053855981677770615,
0.03518909215927124,
-0.04824509844183922,
-0.061882827430963516,
0.018611807376146317,
-0.035951465368270874,
-0.010310398414731026,
-0.00863010622560978,
0.007831431925296783,
0.014405576512217522,
-0.02739933505654335,
-0.012752313166856766,
-0.00529017997905612,
-0.0401819683611393,
-0.06643985956907272,
0.039414986968040466,
-0.0029600136913359165,
-0.01725233718752861,
-0.03421209752559662,
0.01717931590974331,
0.03860253468155861,
-0.06721731275320053,
-0.01049477607011795,
0.06411220133304596,
-0.008825155906379223,
-0.022720923647284508,
0.04675775766372681,
-0.01612602360546589,
0.07347968965768814,
0.029590729624032974,
-0.08322592079639435,
0.03115675412118435,
-0.07417365908622742,
0.00909546297043562,
0.03186856955289841,
-0.0231305118650198,
0.01874261163175106,
-0.011570410802960396,
0.0012471034424379468,
-0.02345244772732258,
-0.0662253126502037,
0.004034317564219236,
0.15870724618434906,
-5.755329074853371e-33,
-0.02964642457664013,
0.01740885153412819,
0.008666436187922955,
0.013521593064069748,
0.022999471053481102,
-0.025059899315238,
-0.009082888253033161,
-0.015377640724182129,
-0.008722837083041668,
0.0004637417441699654,
-0.03536652773618698,
0.03338581323623657,
0.010711715556681156,
-0.05681953206658363,
-0.030291099101305008,
0.011408503167331219,
0.08842170238494873,
0.028687480837106705,
0.11363483220338821,
-0.004047275520861149,
0.03859162703156471,
-0.1015595868229866,
-0.009681162424385548,
-0.009667603299021721,
0.10605806857347488,
-0.0001822991471271962,
0.022043604403734207,
-0.030742553994059563,
0.09472901374101639,
0.04650963842868805,
0.013460197485983372,
-0.023762043565511703,
-0.12048681825399399,
0.08312349766492844,
0.011309218592941761,
0.08018171042203903,
-0.08116788417100906,
-0.035244014114141464,
-0.04203850030899048,
-0.05300121009349823,
0.023594992235302925,
-0.033727213740348816,
-0.06551800668239594,
-0.006313482765108347,
0.020118815824389458,
-0.06177954375743866,
0.014819805510342121,
0.007799103856086731,
0.045108065009117126,
0.06467288732528687,
0.021649528294801712,
0.036876317113637924,
-0.05441241338849068,
0.0570390522480011,
0.03872960805892944,
0.04978283494710922,
0.018603844568133354,
-0.03386407718062401,
0.036273177713155746,
-0.044736843556165695,
0.03306059166789055,
-0.03153457120060921,
0.012498491443693638,
0.015380491502583027,
-0.009379744529724121,
-0.0884917750954628,
0.020787419751286507,
-0.05681118741631508,
-0.04967089369893074,
-0.04132986068725586,
-0.00755659444257617,
-0.04357048496603966,
0.03648899868130684,
0.0926801860332489,
-0.0661557987332344,
0.06166187673807144,
-0.004979669116437435,
0.01126388181000948,
-0.0035331263206899166,
0.032794058322906494,
0.00422572810202837,
-0.005554776173084974,
-0.044420041143894196,
0.1149955689907074,
0.10131233930587769,
0.03815124183893204,
0.060502756386995316,
0.01805800385773182,
0.010931655764579773,
-0.010738939046859741,
-0.05735274776816368,
0.06828439235687256,
0.013724160380661488,
0.08717802166938782,
-0.04170641303062439,
4.19630177408448e-33,
-0.05551346018910408,
-0.07307722419500351,
-0.04516781121492386,
0.024403326213359833,
-0.04723000526428223,
-0.052332617342472076,
0.06484106928110123,
0.03466931730508804,
-0.08124322444200516,
0.06971531361341476,
0.04196727275848389,
0.0022199538070708513,
-0.02220826782286167,
-0.020689532160758972,
0.06734436750411987,
0.06975071132183075,
-0.045994147658348083,
-0.05691615119576454,
-0.057840727269649506,
0.045834172517061234,
-0.11671406775712967,
0.04017388075590134,
0.05934150516986847,
0.04882839694619179,
-0.04026583582162857,
0.002048332476988435,
0.042296264320611954,
0.051724623888731,
-0.06236914545297623,
-0.05381357669830322,
0.1005701869726181,
-0.06698603928089142,
-0.16694419085979462,
-0.03364620357751846,
-0.0020209550857543945,
0.010824733413755894,
0.07414941489696503,
-0.051790934056043625,
0.024777378886938095,
0.02502092346549034,
0.09876963496208191,
-0.02349017933011055,
-0.13024505972862244,
0.11610649526119232,
-0.01779138669371605,
-0.05662352964282036,
0.04058069363236427,
-0.06276103854179382,
-0.02357431687414646,
0.05649233236908913,
0.019478853791952133,
-0.0646522119641304,
0.1274365782737732,
-0.020375989377498627,
-0.03156641498208046,
0.008970709517598152,
0.04825609549880028,
0.007635867688804865,
-0.05558103322982788,
-0.02229698933660984,
0.05761036276817322,
-0.023663032799959183,
-0.04374096170067787,
0.03231264278292656,
0.0645378902554512,
-0.02863597869873047,
0.03299367055296898,
0.09746281057596207,
0.04089494049549103,
0.047025036066770554,
0.005239616613835096,
-0.0071933395229279995,
-0.06914673000574112,
0.055153291672468185,
-0.045254260301589966,
-0.08334147185087204,
0.02295459434390068,
-0.0504043884575367,
-0.04047173261642456,
-0.012381674721837044,
-0.026027098298072815,
-0.004612725228071213,
-0.014919531531631947,
-0.03869057074189186,
-0.003372433129698038,
-0.05037631094455719,
0.08592914044857025,
-0.0243564173579216,
0.0002996675029862672,
-0.05298357456922531,
-0.06478993594646454,
-0.041736703366041183,
-0.02531009539961815,
0.06380923092365265,
-0.037324752658605576,
-1.759807588541662e-8,
-0.01178467832505703,
0.05276491865515709,
0.058707669377326965,
0.08192748576402664,
0.04659939184784889,
0.029112881049513817,
0.04316365346312523,
0.007396129425615072,
0.014119813218712807,
0.02750411629676819,
0.05325687676668167,
-0.06156206876039505,
-0.031970687210559845,
0.05431855469942093,
0.06502998620271683,
-0.033611949533224106,
0.013012436218559742,
-0.07675143331289291,
-0.012073240242898464,
0.03535168617963791,
-0.010556962341070175,
0.03785145282745361,
0.0687352865934372,
0.04346960783004761,
0.02150016650557518,
0.05062131956219673,
0.02744678035378456,
0.05862196907401085,
0.007745760027319193,
0.06263779103755951,
-0.0422985665500164,
0.03368077054619789,
-0.018543627113103867,
0.0066264932975173,
-0.086236372590065,
0.02460397034883499,
-0.07275079190731049,
-0.015541494823992252,
0.023348676040768623,
-0.011814788915216923,
0.027980152517557144,
0.10676279664039612,
-0.03130023181438446,
0.042386092245578766,
0.027076415717601776,
-0.0003145862719975412,
-0.051582030951976776,
-0.0249790046364069,
0.016536813229322433,
-0.010157258249819279,
-0.04549475014209747,
0.033260613679885864,
0.056385401636362076,
0.03546029329299927,
0.11059752851724625,
-0.013340871781110764,
0.07991572469472885,
-0.06615988910198212,
-0.00914471223950386,
0.12583918869495392,
-0.013481104746460915,
-0.07300309836864471,
0.03602312132716179,
-0.05480542033910751
] | p | Now, if you run the service with | [
"articles",
"articles/neural-search-tutorial"
] | 6,737 |
[
"Neural Search Tutorial - Qdrant",
"Deploy as a service"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(52) | [
-0.008570616133511066,
-0.03304024040699005,
-0.01982785575091839,
-0.04345128312706947,
0.03521912917494774,
-0.07804811745882034,
-0.08600284904241562,
-0.030490873381495476,
-0.060721609741449356,
0.025133442133665085,
0.04208647459745407,
0.007424644660204649,
-0.03303704410791397,
0.003996404819190502,
-0.024614235386252403,
-0.047576677054166794,
0.047756146639585495,
-0.08128464967012405,
0.044700440019369125,
0.03410375490784645,
-0.006478500552475452,
0.01761018857359886,
-0.12056770920753479,
0.00963448453694582,
-0.011613908223807812,
0.012909077107906342,
-0.031202368438243866,
0.04020071029663086,
-0.06750094145536423,
-0.019612209871411324,
-0.013963809236884117,
-0.04326027259230614,
0.016019189730286598,
0.012859547510743141,
0.10114268213510513,
0.06121432036161423,
0.10533944517374039,
-0.015686290338635445,
-0.03219142556190491,
0.05377715080976486,
0.031089654192328453,
0.017583968117833138,
-0.0002769810089375824,
0.010203189216554165,
0.04153648018836975,
-0.07233528792858124,
-0.060724176466464996,
-0.026604993268847466,
0.009772716090083122,
0.012413209304213524,
0.005238480865955353,
0.039658740162849426,
0.036446116864681244,
-0.02649964578449726,
0.007348595652729273,
-0.028936555609107018,
0.009153170511126518,
0.05485064163804054,
-0.05571701005101204,
0.08855936676263809,
0.007143803872168064,
0.025702614337205887,
-0.0465489886701107,
0.02795814350247383,
-0.030452312901616096,
0.08839478343725204,
0.06415970623493195,
-0.026597682386636734,
0.005417226813733578,
-0.059852831065654755,
-0.06108719855546951,
0.06538878381252289,
-0.0780252143740654,
-0.004662398714572191,
-0.007809566333889961,
0.08241382241249084,
0.0606406107544899,
-0.052456725388765335,
-0.020145846530795097,
-0.07025423645973206,
-0.0015813700156286359,
-0.03206593170762062,
0.00725599518045783,
0.1075943261384964,
0.057169098407030106,
0.07206615060567856,
0.023294195532798767,
-0.004230514168739319,
0.0499410517513752,
0.007081382907927036,
-0.034907493740320206,
0.010029810480773449,
-0.0727257952094078,
-0.025044700130820274,
-0.0029083637055009604,
0.022933952510356903,
-0.01653602533042431,
-0.04086284711956978,
-0.057171039283275604,
0.023338178172707558,
0.03624701127409935,
-0.016191750764846802,
0.03963623195886612,
0.019442852586507797,
0.016914332285523415,
-0.05543899163603783,
-0.018999457359313965,
0.11909738928079605,
0.005074180196970701,
-0.057686399668455124,
0.020194299519062042,
-0.0189150869846344,
-0.02718159928917885,
0.029409857466816902,
0.022786840796470642,
0.01270607765763998,
0.015180862508714199,
-0.02543351799249649,
-0.021365081891417503,
-0.061826277524232864,
0.05685551092028618,
0.013185362331569195,
-0.07812486588954926,
-0.013574311509728432,
0.02090488001704216,
0.07831501215696335,
0.10700997710227966,
-1.730749576679757e-33,
0.024432523176074028,
0.0026210956275463104,
0.07486153393983841,
0.019174892455339432,
0.019592422991991043,
-0.062218666076660156,
0.04793549329042435,
0.02955598011612892,
0.03023112751543522,
0.02713712491095066,
0.043771784752607346,
0.09325823187828064,
0.006102460436522961,
-0.05945366621017456,
-0.03481432795524597,
0.020106172189116478,
0.039319802075624466,
0.023046595975756645,
0.0027409857138991356,
0.00797299575060606,
-0.004035451449453831,
-0.05838102474808693,
-0.010963289067149162,
-0.009050298482179642,
0.04689863696694374,
0.14621831476688385,
-0.012773538008332253,
-0.000953936658333987,
-0.05050785839557648,
-0.004890089854598045,
0.11532890051603317,
-0.05329256132245064,
-0.05573800951242447,
0.005404298193752766,
-0.017280925065279007,
-0.06932007521390915,
-0.014915666542947292,
0.030507223680615425,
-0.04662306606769562,
0.017080621793866158,
-0.03973231092095375,
-0.09317824244499207,
-0.09304101765155792,
0.012037534266710281,
-0.03971085697412491,
-0.008451317436993122,
-0.0656275749206543,
-0.08512917906045914,
0.0622221976518631,
-0.006741451099514961,
-0.02252974733710289,
0.006344293709844351,
-0.01115722581744194,
0.054806116968393326,
0.023769255727529526,
0.09004174917936325,
0.0551491305232048,
-0.02677845023572445,
-0.01888822764158249,
-0.05076738819479942,
0.075963094830513,
-0.021710379049181938,
-0.053961314260959625,
-0.08221407979726791,
-0.004912206437438726,
-0.11016271263360977,
-0.055783674120903015,
0.005989308003336191,
0.044175393879413605,
-0.012475281953811646,
-0.04997793585062027,
-0.049756526947021484,
0.11632024496793747,
0.14611776173114777,
-0.015509722754359245,
0.027198482304811478,
-0.04521457105875015,
-0.004110183101147413,
-0.046437960118055344,
0.026474347338080406,
0.05393681675195694,
-0.052749451249837875,
0.06048242002725601,
-0.010951625183224678,
0.012256288900971413,
0.006015481427311897,
0.041838135570287704,
0.02758578211069107,
0.047502730041742325,
0.031917769461870193,
-0.03975653648376465,
0.10565599799156189,
-0.019683070480823517,
0.018126456066966057,
-0.02156410925090313,
-9.044891791924978e-34,
-0.10850682854652405,
-0.05377276986837387,
-0.02767210453748703,
0.035955555737018585,
-0.06613262742757797,
-0.030601130798459053,
-0.0010890205157920718,
0.13547398149967194,
0.03770134598016739,
0.04089878872036934,
0.08913702517747879,
0.05329511687159538,
-0.049896351993083954,
0.026421047747135162,
-0.04226779565215111,
0.07931791245937347,
-0.10282812267541885,
-0.021229609847068787,
0.03731704130768776,
0.02006540633738041,
-0.07756902277469635,
0.10754156112670898,
0.11589209735393524,
-0.037084002047777176,
-0.07681368291378021,
-0.00853301864117384,
0.07753026485443115,
-0.03068135306239128,
-0.06415080279111862,
-0.11344126611948013,
0.12486964464187622,
0.04862743616104126,
-0.024760525673627853,
0.07047539949417114,
0.03718198090791702,
0.03765750676393509,
0.055700432509183884,
0.04189591482281685,
-0.012370133772492409,
-0.033195480704307556,
0.04598512500524521,
-0.02282019332051277,
-0.011484290473163128,
0.00893738865852356,
-0.04059803858399391,
-0.07532673329114914,
-0.02308405376970768,
-0.09435240924358368,
-0.01505716796964407,
0.052961915731430054,
0.03726404532790184,
-0.03786604851484299,
0.09842533618211746,
-0.0031081584747880697,
-0.05103467404842377,
0.02626936137676239,
0.04778219759464264,
-0.049043506383895874,
-0.012793628498911858,
0.008264420554041862,
0.0321396067738533,
-0.018444396555423737,
-0.1420428305864334,
0.03665914759039879,
0.016128085553646088,
0.03040926530957222,
0.023030085489153862,
0.035234592854976654,
0.012788038700819016,
-0.018301887437701225,
-0.05076867714524269,
-0.031679172068834305,
-0.021097522228956223,
0.016216617077589035,
0.052891433238983154,
-0.036755044013261795,
-0.04165366291999817,
-0.009766809642314911,
-0.011618987657129765,
0.004990756511688232,
0.11305787414312363,
-0.042614467442035675,
-0.07523319870233536,
-0.060367781668901443,
-0.01214179489761591,
-0.04050624743103981,
-0.0067467596381902695,
0.07958923280239105,
0.011069020256400108,
-0.0511331707239151,
-0.11397318542003632,
0.014763064682483673,
-0.1203877255320549,
0.036711692810058594,
0.04269684851169586,
-2.8474321567273364e-8,
0.015224820002913475,
-0.03248993307352066,
0.04011833295226097,
-0.00788962934166193,
0.0345066636800766,
0.008488273248076439,
0.027234327048063278,
0.026982473209500313,
-0.0596013218164444,
-0.01483939029276371,
-0.0702548399567604,
-0.018341967836022377,
-0.0723181813955307,
0.009945007041096687,
-0.011605167761445045,
-0.08825156837701797,
-0.046197399497032166,
0.04438299685716629,
0.016154710203409195,
-0.03961139917373657,
-0.01363625843077898,
0.027559561654925346,
0.04213781654834747,
-0.03833530470728874,
-0.012636556290090084,
-0.029576413333415985,
-0.02206377498805523,
0.021458150818943977,
-0.02257930487394333,
-0.08856958150863647,
-0.05048864707350731,
0.05850088596343994,
-0.02587771788239479,
-0.09431517869234085,
-0.03386766463518143,
0.1328381448984146,
-0.12009771913290024,
-0.0014443764230236411,
0.0018224597442895174,
-0.010757840238511562,
0.0468868762254715,
0.049345556646585464,
-0.009641904383897781,
-0.035767942667007446,
0.025820055976510048,
0.05284889042377472,
-0.006196357309818268,
0.03277144208550453,
0.08038254827260971,
-0.033756040036678314,
-0.01347321830689907,
-0.0361412912607193,
0.0842968299984932,
-0.011059860698878765,
-0.08828022330999374,
0.03107316978275776,
0.052236806601285934,
-0.047550447285175323,
0.029951462522149086,
0.07092735916376114,
-0.03114384226500988,
0.03253548964858055,
-0.01956307329237461,
0.012012516148388386
] | p | and open your browser at http://localhost:8000/docs , you should be able to see a debug interface for your service. | [
"articles",
"articles/neural-search-tutorial"
] | 6,738 |
[
"Neural Search Tutorial - Qdrant",
"Deploy as a service"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(54) | [
-0.011948544532060623,
-0.057707931846380234,
-0.011877842247486115,
0.07745183259248734,
-0.022610072046518326,
-0.0016834926791489124,
-0.0382651686668396,
0.002683803904801607,
-0.019387923181056976,
0.02101198583841324,
0.0017455192282795906,
-0.055247433483600616,
0.036197151988744736,
0.008693234995007515,
-0.021073656156659126,
0.01710636541247368,
0.02486288547515869,
-0.03768860921263695,
-0.032135672867298126,
-0.04185084253549576,
-0.02564590983092785,
-0.0323030948638916,
0.04439261928200722,
-0.05626164376735687,
0.10536263883113861,
-0.06553113460540771,
0.03378273546695709,
0.01949363201856613,
-0.018643606454133987,
-0.07693366706371307,
-0.09226883947849274,
0.056009210646152496,
0.06860333681106567,
0.08435258269309998,
-0.03566427901387215,
-0.04947960376739502,
0.0056845927610993385,
-0.009580130688846111,
-0.015088619664311409,
-0.044288892298936844,
-0.0367795005440712,
-0.06208869442343712,
0.03350668400526047,
0.05756556615233421,
0.022992180660367012,
0.03304542228579521,
-0.08572960644960403,
0.0007899694610387087,
0.050161320716142654,
0.04201756417751312,
-0.0970451682806015,
-0.02317548729479313,
-0.006285393610596657,
-0.011853910982608795,
0.01791870780289173,
0.03273577243089676,
-0.07930716127157211,
-0.024434128776192665,
-0.0827794000506401,
-0.015761971473693848,
0.014269599691033363,
-0.017001410946249962,
-0.06134508550167084,
0.09518429636955261,
0.07999971508979797,
-0.04655579477548599,
-0.0680064931511879,
0.010547648184001446,
0.0301797054708004,
-0.15531496703624725,
-0.03646837919950485,
0.04359413683414459,
0.0030666214879602194,
0.08162771165370941,
0.017217738553881645,
0.021203558892011642,
-0.061038997024297714,
-0.07374424487352371,
-0.0139464708045125,
0.04715363681316376,
-0.06276955455541611,
0.06168927252292633,
-0.09239348769187927,
0.04292003810405731,
0.05042251572012901,
-0.10621672868728638,
0.08375165611505508,
-0.013681803829967976,
0.04546572268009186,
-0.018999667838215828,
0.06037760153412819,
0.0764705091714859,
0.003573521040380001,
-0.014280472882091999,
-0.046065717935562134,
0.06907136738300323,
0.004625119734555483,
0.012335591949522495,
0.026891840621829033,
0.012940890155732632,
-0.009409060701727867,
0.04711534082889557,
-0.0771738812327385,
-0.02444002777338028,
-0.11474483460187912,
0.08594383299350739,
0.0026651895605027676,
0.07474593073129654,
0.020048348233103752,
-0.02317868545651436,
-0.07506100833415985,
0.04715091735124588,
0.003224405227228999,
-0.07782352715730667,
-0.0008562732837162912,
0.008425848558545113,
0.0008899903623387218,
0.03792585805058479,
0.05110662430524826,
0.09416832029819489,
0.04553639888763428,
0.07398582249879837,
0.013080202043056488,
-0.04743428900837898,
-0.004792384337633848,
0.046576205641031265,
-0.06700602173805237,
-3.015499698926245e-33,
0.016794763505458832,
-0.015295778401196003,
0.05570302531123161,
0.00756980013102293,
-0.041799694299697876,
-0.0016479517798870802,
-0.05381007120013237,
0.05514022335410118,
-0.05021936818957329,
0.06606920808553696,
0.019463587552309036,
0.08660881221294403,
0.031572774052619934,
0.03649083152413368,
0.04543381556868553,
-0.013709042221307755,
-0.019536171108484268,
0.09923510998487473,
-0.03444330766797066,
0.03530339524149895,
0.002623033942654729,
-0.04508214816451073,
0.015750881284475327,
0.059657856822013855,
0.02841830626130104,
0.03570692241191864,
-0.03498128056526184,
-0.012052309699356556,
0.08873352408409119,
0.012161034159362316,
-0.048385489732027054,
-0.05248227342963219,
-0.1913650780916214,
-0.047239433974027634,
0.027899323031306267,
0.09213804453611374,
-0.04467228800058365,
-0.02569110319018364,
0.025002310052514076,
0.02943532168865204,
-0.08769852668046951,
0.005864981096237898,
0.016983361914753914,
-0.013791853561997414,
-0.05058315396308899,
-0.0005599434953182936,
-0.011988036334514618,
-0.04009583592414856,
0.033728476613759995,
-0.0035524063277989626,
-0.023699043318629265,
-0.023217499256134033,
-0.03427937254309654,
0.0591014064848423,
0.030294351279735565,
0.033464882522821426,
-0.011136192828416824,
-0.040002498775720596,
0.013762910850346088,
0.08198534697294235,
0.013711649924516678,
0.006422356702387333,
-0.006437064614146948,
-0.1197267472743988,
-0.10705927759408951,
0.04028966650366783,
-0.05514024943113327,
-0.020570002496242523,
0.06872409582138062,
0.04574600234627724,
0.04523039236664772,
0.06520557403564453,
0.10404109209775925,
0.006224466022104025,
0.02275831624865532,
0.05044693872332573,
-0.03259194642305374,
-0.040962036699056625,
0.02592814899981022,
-0.024142757058143616,
0.12997908890247345,
-0.030730878934264183,
0.01767016015946865,
0.012771500274538994,
0.01828761026263237,
-0.030928242951631546,
0.056285060942173004,
-0.07766532897949219,
-0.012545298784971237,
-0.048631612211465836,
-0.07082611322402954,
0.01967850886285305,
0.04959729313850403,
-0.0001793474075384438,
-0.05501485988497734,
1.2509308742668424e-33,
-0.12138954550027847,
-0.04056476056575775,
-0.007260388229042292,
0.010565543547272682,
0.02516629546880722,
-0.022847335785627365,
-0.022601766511797905,
0.032998498529195786,
0.08790364116430283,
0.0737093910574913,
-0.008787520229816437,
0.021518968045711517,
-0.018636876717209816,
-0.06243658810853958,
-0.07713727653026581,
0.03076663427054882,
-0.03341912105679512,
-0.09425370395183563,
-0.08724292367696762,
0.015541295520961285,
-0.11171393096446991,
0.21282905340194702,
-0.10250343382358551,
0.01851184293627739,
0.03644275665283203,
0.02606121264398098,
-0.012026970274746418,
-0.051253095269203186,
-0.013812161050736904,
0.02991778589785099,
-0.014463922008872032,
-0.055652350187301636,
-0.036653291434049606,
-0.06887500733137131,
-0.024011163040995598,
-0.028090810403227806,
0.039283387362957,
-0.03486277535557747,
0.05542584881186485,
0.016668392345309258,
0.02609935589134693,
0.0019329297356307507,
-0.01132807694375515,
-0.003889515995979309,
-0.027161171659827232,
-0.07087681442499161,
0.04414527490735054,
0.04235992953181267,
0.012644640170037746,
0.06963008642196655,
-0.007999313063919544,
0.041433315724134445,
0.04479123279452324,
-0.0508648119866848,
0.07789984345436096,
-0.007905818521976471,
0.011284777894616127,
0.04027797654271126,
-0.03351523354649544,
0.0007886001840233803,
-0.08415792882442474,
0.08337076753377914,
0.03519568592309952,
0.025280537083745003,
0.07930409163236618,
-0.05172309651970863,
0.0033686228562146425,
0.007602252531796694,
-0.014103506691753864,
-0.010965696536004543,
-0.003451005555689335,
0.017843980342149734,
0.0016783492173999548,
-0.015029734931886196,
0.049344539642333984,
0.026991484686732292,
0.06865893304347992,
0.015327967703342438,
0.0059172105975449085,
0.051242683082818985,
0.0004929805872961879,
-0.017737977206707,
0.06888168305158615,
-0.019097797572612762,
-0.012155380100011826,
0.02492375671863556,
-0.018200121819972992,
-0.023378346115350723,
0.022300273180007935,
-0.033616404980421066,
-0.04529367759823799,
-0.0032017091289162636,
0.034525316208601,
-0.06202337518334389,
0.01907365769147873,
-2.3116307090731425e-8,
0.026364155113697052,
0.0012317908694967628,
0.026936009526252747,
0.08472507447004318,
0.011933348141610622,
0.05432133376598358,
0.006490751169621944,
0.09364714473485947,
-0.07478885352611542,
-0.01245825458317995,
0.07767368108034134,
-0.03539009392261505,
-0.07875997573137283,
0.0028177667409181595,
0.05568069592118263,
-0.07285946607589722,
-0.022413155063986778,
0.011387163773179054,
-0.09835994988679886,
-0.07950018346309662,
-0.030230598524212837,
0.1307939887046814,
-0.03938116878271103,
0.01916295848786831,
-0.012079056352376938,
0.04354057461023331,
-0.04363866522908211,
0.06934382766485214,
-0.025252211838960648,
-0.07423648983240128,
0.005167778115719557,
0.022514918819069862,
-0.033138927072286606,
-0.024377331137657166,
0.057711172848939896,
-0.0064507885836064816,
-0.012728077359497547,
-0.045368462800979614,
-0.04662344977259636,
0.034853316843509674,
-0.0067895459942519665,
0.02965700626373291,
-0.00281695369631052,
0.03829330578446388,
-0.00011703757627401501,
-0.007860276848077774,
0.02943587861955166,
-0.10487912595272064,
0.029102947562932968,
-0.038257092237472534,
0.03132815286517143,
-0.07755796611309052,
0.047386351972818375,
-0.04668082296848297,
0.04366011172533035,
0.06387566030025482,
0.007875685580074787,
0.06350622326135635,
0.03378845006227493,
0.025834891945123672,
0.03478093445301056,
-0.05735893175005913,
-0.004811679478734732,
0.11088096350431442
] | p | Feel free to play around with it, make queries and check out the results. | [
"articles",
"articles/neural-search-tutorial"
] | 6,739 |
[
"Neural Search Tutorial - Qdrant",
"Deploy as a service"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(54) | [
-0.052793920040130615,
0.006129751447588205,
-0.012308281846344471,
0.04313638061285019,
-0.03697793558239937,
-0.012808010913431644,
-0.0011604324681684375,
0.002067798050120473,
-0.06965111941099167,
0.004432721063494682,
0.07612419128417969,
-0.014643735252320766,
0.009954099543392658,
-0.02274513989686966,
-0.012189273722469807,
0.026641221717000008,
-0.06511985510587692,
-0.026762457564473152,
0.02627134509384632,
-0.060180772095918655,
0.02505812793970108,
-0.0398983396589756,
0.05438969284296036,
-0.04721355438232422,
0.05338162183761597,
0.013793771155178547,
-0.002463857876136899,
0.08550913631916046,
0.10757917910814285,
-0.05128718912601471,
0.05553319677710533,
0.04642200842499733,
0.010991999879479408,
-0.018107619136571884,
0.020734935998916626,
0.03586350381374359,
0.02649003081023693,
0.004743046592921019,
-0.0266069695353508,
0.06522659212350845,
0.031770870089530945,
-0.032887186855077744,
0.000756425317376852,
0.011215203441679478,
-0.0006298698717728257,
0.0030966349877417088,
-0.03744326904416084,
-0.056614648550748825,
0.024205179885029793,
-0.06214728206396103,
-0.05299436300992966,
-0.051352933049201965,
-0.08494316786527634,
-0.0238884836435318,
0.020462200045585632,
0.09185052663087845,
-0.019489755854010582,
-0.039120499044656754,
0.03255819156765938,
-0.05167573317885399,
0.02942277118563652,
-0.0214876476675272,
-0.08942734450101852,
0.10232523828744888,
0.1193958967924118,
-0.00122216681484133,
0.008659204468131065,
-0.02244378626346588,
-0.0035529022570699453,
0.006443903315812349,
-0.14633646607398987,
-0.0242235716432333,
-0.06480655819177628,
0.0014756836462765932,
0.009769000113010406,
0.03867671266198158,
-0.01116157416254282,
-0.02619744837284088,
0.007428944110870361,
-0.04838602617383003,
-0.01341216079890728,
-0.02544182725250721,
0.019635671749711037,
0.03048565983772278,
0.024054473266005516,
0.06778170168399811,
-0.02312794327735901,
-0.038647085428237915,
0.016688689589500427,
0.0384262315928936,
0.02293451875448227,
-0.03904020041227341,
-0.032255738973617554,
0.029392413794994354,
-0.12299095839262009,
-0.004379923455417156,
-0.027494585141539574,
-0.02144622430205345,
0.03456733748316765,
0.062449097633361816,
-0.07730717211961746,
-0.10910768061876297,
0.03860870376229286,
-0.108183853328228,
-0.08585725724697113,
-0.0738176554441452,
0.04641188308596611,
0.04542447626590729,
0.02872215025126934,
-0.030010804533958435,
-0.021496308967471123,
-0.04977545514702797,
0.023981796577572823,
0.028440630063414574,
-0.004736793227493763,
0.07663517445325851,
0.06897573918104172,
0.037376224994659424,
0.022906456142663956,
-0.028719644993543625,
0.09330739825963974,
0.06183435767889023,
-0.050174687057733536,
-0.0007035117014311254,
0.02761651948094368,
-0.08080969750881195,
-0.052090756595134735,
-6.158011195116854e-33,
0.0495072677731514,
0.014511918649077415,
0.06318620592355728,
0.04737132787704468,
0.050275322049856186,
-0.014463110826909542,
-0.037848372012376785,
0.024372871965169907,
-0.068539559841156,
0.031947750598192215,
-0.008875987492501736,
0.05977163091301918,
-0.09649422019720078,
0.05403537675738335,
-0.043791238218545914,
-0.07894425094127655,
-0.010544383898377419,
0.13050542771816254,
-0.012689760886132717,
-0.014417258091270924,
0.09621596336364746,
0.008298278786242008,
0.006590547505766153,
-0.090261310338974,
0.04036756232380867,
0.059356868267059326,
0.06855030357837677,
0.01292745117098093,
0.04281366616487503,
0.025715257972478867,
-0.06575243175029755,
0.030044641345739365,
-0.13798339664936066,
0.06121232733130455,
0.011137394234538078,
0.04737053066492081,
0.0005123423761688173,
0.0046138036996126175,
-0.016700822860002518,
-0.058761775493621826,
-0.04610295221209526,
-0.021260706707835197,
-0.007046846207231283,
-0.09054864197969437,
-0.00034764091833494604,
-0.061813317239284515,
0.11694846302270889,
0.0532035306096077,
0.10813897848129272,
0.034841809421777725,
-0.03600785508751869,
-0.027146756649017334,
-0.03642744570970535,
-0.0005316221504472196,
0.02881663478910923,
0.03849854692816734,
-0.028520988300442696,
0.047761738300323486,
-0.02932221256196499,
-0.003615685971453786,
-0.0037308845203369856,
-0.03829072043299675,
-0.0679326206445694,
-0.03542790934443474,
-0.06915725022554398,
0.032438021153211594,
-0.05014475807547569,
-0.0404546856880188,
0.08846491575241089,
-0.015017826110124588,
-0.06748653948307037,
0.0888797715306282,
0.0928979441523552,
0.05147729814052582,
-0.028680752962827682,
0.008565796539187431,
-0.04336753487586975,
-0.07181448489427567,
0.04713898152112961,
-0.02480827085673809,
-0.06417737156152725,
-0.05491822212934494,
-0.027554363012313843,
0.008815177716314793,
-0.03455740585923195,
-0.058026332408189774,
0.0666048526763916,
-0.04375116899609566,
-0.04981222748756409,
0.007781043648719788,
-0.04667342081665993,
-0.04797777533531189,
0.030266812071204185,
0.023282868787646294,
-0.046565622091293335,
4.6341987663627216e-33,
0.02369713969528675,
-0.05823461338877678,
-0.0883403867483139,
0.025632468983530998,
0.0183702502399683,
0.044179268181324005,
0.02072860300540924,
0.08478055894374847,
-0.01870555803179741,
-0.006213335320353508,
0.01412668265402317,
0.059579912573099136,
-0.023857027292251587,
0.06089312210679054,
0.0099908746778965,
0.016807476058602333,
-0.0030683691147714853,
0.0014063881244510412,
0.0010290526552125812,
-0.0217055082321167,
-0.00813304167240858,
0.12114933878183365,
-0.004681076854467392,
-0.06141016632318497,
-0.014257549308240414,
-0.023731084540486336,
0.09631728380918503,
0.07138843089342117,
0.02302912250161171,
0.03339805454015732,
0.1017308160662651,
-0.11035346239805222,
-0.06939319521188736,
-0.022281667217612267,
-0.0476703979074955,
0.03415106609463692,
0.1166219413280487,
0.003399219596758485,
-0.015197532251477242,
-0.010766194202005863,
0.11058267205953598,
-0.024022677913308144,
-0.02182929776608944,
-0.04579080641269684,
0.03240956738591194,
-0.017442235723137856,
0.1130981519818306,
0.015381602570414543,
-0.04107910022139549,
0.005116595420986414,
0.012327676638960838,
-0.03424186259508133,
0.02981177158653736,
-0.08639327436685562,
-0.04990677908062935,
0.04003163054585457,
0.11355963349342346,
-0.051384784281253815,
0.0629953071475029,
-0.052252572029829025,
-0.02979312464594841,
-0.019473053514957428,
0.048242729157209396,
0.024730879813432693,
0.05524470657110214,
-0.06554695963859558,
-0.08637741953134537,
0.05425787344574928,
-0.022775836288928986,
0.025431005284190178,
-0.005920991767197847,
0.102761410176754,
0.024521879851818085,
-0.10035276412963867,
0.10021033883094788,
-0.10064726322889328,
0.026976291090250015,
-0.050588008016347885,
0.018108436837792397,
-0.10484648495912552,
0.025593068450689316,
-0.02792356163263321,
0.019156241789460182,
0.06409618258476257,
0.07762117683887482,
-0.03371872007846832,
0.0850936621427536,
0.03736688196659088,
0.0009737262735143304,
0.004733574576675892,
-0.06292426586151123,
0.07679885625839233,
0.12611393630504608,
0.03077976405620575,
-0.04263179376721382,
-1.7212194336480025e-8,
-0.08057037740945816,
-0.021858323365449905,
-0.0004257409309502691,
-0.010513748042285442,
0.05201878026127815,
0.05529142543673515,
0.08853361010551453,
0.014674222096800804,
-0.06551156938076019,
-0.03273923695087433,
0.07192682474851608,
0.016700176522135735,
0.006757494527846575,
0.03740561008453369,
0.05641549825668335,
0.0924786776304245,
-0.006640156265348196,
0.055981334298849106,
-0.0448763370513916,
-0.03505358472466469,
0.012690548785030842,
-0.017383728176355362,
0.009872459806501865,
-0.04600117728114128,
0.04337213188409805,
-0.00656492356210947,
-0.05063491687178612,
0.09816064685583115,
0.0077780019491910934,
-0.006006425246596336,
-0.016990935429930687,
0.054110489785671234,
0.01873772032558918,
0.024959726259112358,
-0.03999674692749977,
0.030921364203095436,
0.02829449251294136,
0.01443387009203434,
0.028663484379649162,
0.011780754663050175,
-0.02596735954284668,
0.030526109039783478,
-0.0014862740645185113,
0.015257736667990685,
0.023876426741480827,
0.04667879268527031,
0.02760987915098667,
-0.037988536059856415,
-0.07232552021741867,
0.032253116369247437,
-0.02608625777065754,
-0.00929135549813509,
0.004615794401615858,
-0.022841328755021095,
0.06993777304887772,
-0.007580076809972525,
0.02071571536362171,
0.010882275179028511,
0.030408969148993492,
0.05788075551390648,
-0.03413396328687668,
0.11282610893249512,
0.029243413358926773,
0.0029477800708264112
] | p | This concludes the tutorial. | [
"articles",
"articles/neural-search-tutorial"
] | 6,740 |
[
"Neural Search Tutorial - Qdrant"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > h3:nth-of-type(6) | [
-0.04681844636797905,
-0.0444219633936882,
-0.043499261140823364,
-0.03887238726019859,
0.045651648193597794,
-0.022086484357714653,
-0.0498507022857666,
0.03666502982378006,
-0.01469340454787016,
0.04389134421944618,
0.0028018688317388296,
-0.014662393368780613,
-0.0035624285228550434,
-0.04596748948097229,
0.049308158457279205,
-0.04106169939041138,
0.04002935811877251,
0.004182762932032347,
0.002271682722494006,
-0.06314706057310104,
-0.022359417751431465,
-0.04888801649212837,
0.04063553735613823,
-0.020449895411729813,
0.05258224532008171,
-0.01930331625044346,
0.035590190440416336,
0.07116089761257172,
0.09460964798927307,
-0.08465641736984253,
0.0000972878624452278,
0.015369793400168419,
0.14765986800193787,
-0.02398436702787876,
0.033338308334350586,
-0.05742441117763519,
0.020793167874217033,
-0.02139985002577305,
-0.04708085209131241,
0.016264308243989944,
-0.06567732989788055,
-0.042667001485824585,
-0.0075345574878156185,
0.024681812152266502,
0.00782244186848402,
-0.01970651187002659,
-0.02181543968617916,
0.003618167946115136,
0.04027598351240158,
0.03923400491476059,
0.017899518832564354,
-0.12035424262285233,
-0.028519751504063606,
-0.02903498150408268,
-0.03746231272816658,
-0.05200909078121185,
0.04215462505817413,
0.010764730162918568,
0.039385177195072174,
0.0070250374265015125,
0.10302800685167313,
-0.04398498684167862,
-0.02864234894514084,
0.09730377793312073,
0.04006824642419815,
0.06453193724155426,
0.034547436982393265,
0.07819045335054398,
0.04638708755373955,
-0.104892298579216,
-0.09194395691156387,
0.01100904494524002,
-0.013507621362805367,
0.022639814764261246,
0.023311233147978783,
-0.08735495805740356,
0.013858981430530548,
-0.04376114532351494,
0.04896814748644829,
0.061983853578567505,
0.04946325719356537,
-0.06827063113451004,
-0.07702255994081497,
-0.0336327888071537,
-0.05150638893246651,
-0.02798570692539215,
0.03309623897075653,
0.0545695461332798,
0.09196082502603531,
-0.038307640701532364,
-0.030697448179125786,
0.06689991801977158,
-0.044029686599969864,
0.05489684268832207,
-0.13067278265953064,
-0.02963384985923767,
0.08827818185091019,
-0.022405194118618965,
0.008917226456105709,
0.17897967994213104,
-0.01329669076949358,
0.02200992964208126,
-0.008161286823451519,
-0.024977805092930794,
-0.06833993643522263,
-0.03009796515107155,
0.033374328166246414,
0.03185548633337021,
0.07013581693172455,
0.009461050853133202,
-0.03425872325897217,
-0.053194016218185425,
-0.002025345340371132,
-0.007268580608069897,
0.08119617402553558,
0.024823371320962906,
0.018174203112721443,
-0.01896861009299755,
0.05095073580741882,
-0.04953194037079811,
0.05586088448762894,
-0.007977498695254326,
0.0071008941158652306,
-0.04896976426243782,
0.06646841019392014,
-0.05676918849349022,
-0.056052662432193756,
-2.5355350699099354e-33,
0.099461629986763,
-0.012000620365142822,
0.05569044128060341,
-0.0059535931795835495,
0.08375848829746246,
-0.06532672792673111,
0.05953117087483406,
0.01635809615254402,
-0.1249053105711937,
0.10784205049276352,
0.0256134495139122,
0.005199013743549585,
-0.012268757447600365,
0.05318501591682434,
0.0022711209021508694,
-0.0908033549785614,
-0.004559224471449852,
0.03068259172141552,
-0.031460266560316086,
-0.010575179941952229,
-0.04984772577881813,
-0.03650042042136192,
0.023780032992362976,
0.021299934014678,
-0.0005259751342236996,
0.026231085881590843,
-0.020195605233311653,
0.016163159161806107,
0.15669244527816772,
-0.002254521707072854,
-0.08223924040794373,
-0.03614052012562752,
-0.03824695199728012,
0.03157667815685272,
0.10363215208053589,
0.015210412442684174,
-0.05703485757112503,
-0.06614920496940613,
-0.01804685778915882,
0.017997797578573227,
-0.061840932816267014,
-0.0304038617759943,
-0.02024833858013153,
-0.023608462885022163,
0.020464496687054634,
-0.024295281618833542,
0.024716993793845177,
-0.06036769226193428,
0.035433802753686905,
0.012171006761491299,
-0.04419487714767456,
0.07449806481599808,
-0.09499869495630264,
0.06505176424980164,
-0.03198298439383507,
0.01818099431693554,
-0.0014205719344317913,
-0.046215396374464035,
-0.026086533442139626,
0.023388102650642395,
-0.004716325551271439,
0.04609033092856407,
-0.05783390626311302,
0.0171540267765522,
-0.028655657544732094,
-0.04509463906288147,
0.016189126297831535,
-0.11152143776416779,
0.07971835136413574,
-0.04248936101794243,
-0.031735338270664215,
-0.007667077239602804,
-0.029438450932502747,
-0.0676332488656044,
-0.027603698894381523,
-0.016444403678178787,
0.03720693290233612,
0.09527929872274399,
-0.0189135130494833,
0.015202934853732586,
-0.024029355496168137,
-0.03856728971004486,
-0.08087584376335144,
0.05280817300081253,
0.07249081134796143,
-0.014124669134616852,
-0.011677909642457962,
-0.020165832713246346,
0.008332912810146809,
0.0204611849039793,
-0.06170067563652992,
0.03842586651444435,
-0.04754728451371193,
-0.03888769820332527,
0.1194625198841095,
3.387218195963115e-33,
-0.05694707855582237,
0.010720591992139816,
-0.037837669253349304,
0.047869760543107986,
0.041235923767089844,
0.02062518522143364,
0.038692351430654526,
0.05738980323076248,
0.0443204790353775,
0.01039358600974083,
-0.042257051914930344,
0.02540462277829647,
-0.0022176685743033886,
0.04740118235349655,
0.011928250081837177,
-0.029896927997469902,
-0.013873415999114513,
-0.05041142925620079,
0.006797201931476593,
-0.01034216582775116,
0.016279010102152824,
0.03878683224320412,
0.03273051977157593,
-0.05324672535061836,
-0.004205435048788786,
-0.011246607638895512,
0.0007043161895126104,
0.04946001246571541,
0.016515381634235382,
-0.02835272066295147,
0.07420530915260315,
-0.05248225852847099,
-0.11141359061002731,
0.09400122612714767,
-0.0013642485719174147,
0.03324882686138153,
0.08539006114006042,
0.0515885166823864,
0.03714083135128021,
-0.038043852895498276,
0.025608720257878304,
-0.018981238827109337,
-0.05625469610095024,
-0.04029778391122818,
-0.006404420826584101,
0.00653090188279748,
-0.07171425968408585,
-0.030058998614549637,
0.011676530353724957,
0.0036734952591359615,
-0.024079805240035057,
0.07164730131626129,
-0.020587613806128502,
-0.06441335380077362,
0.01621970534324646,
-0.04794023931026459,
-0.059713710099458694,
-0.0257004052400589,
0.016190657392144203,
0.059245821088552475,
0.025186598300933838,
-0.0027649998664855957,
-0.05475478619337082,
-0.033313117921352386,
0.00045000636600889266,
-0.0018507734639570117,
-0.02443249523639679,
0.1007811576128006,
-0.0471564419567585,
0.0773002877831459,
-0.04576324298977852,
0.01597045361995697,
-0.016003146767616272,
-0.01892932690680027,
0.001796219265088439,
-0.032745636999607086,
-0.08637193590402603,
0.09986487776041031,
0.004272812511771917,
-0.0061314161866903305,
0.05485498532652855,
-0.031421929597854614,
0.03963332623243332,
0.006347577087581158,
0.01664515770971775,
0.05345264822244644,
0.050087884068489075,
0.037521570920944214,
0.03437943756580353,
-0.013357574120163918,
-0.008161686360836029,
0.08795382082462311,
0.05786668136715889,
0.06622102856636047,
-0.014133704826235771,
-1.1923668274960164e-8,
0.02127181552350521,
0.05892975628376007,
0.0500372089445591,
-0.009554688818752766,
-0.012708311900496483,
0.05215837061405182,
0.07182466238737106,
-0.09451019763946533,
-0.03216322138905525,
-0.00730851711705327,
-0.02559577487409115,
-0.0964941531419754,
0.02005588635802269,
0.10007435828447342,
0.01607550121843815,
-0.01614975742995739,
-0.09469791501760483,
0.07518799602985382,
-0.035867225378751755,
-0.04730953276157379,
0.046494584530591965,
0.05946566164493561,
-0.017367616295814514,
-0.027208035811781883,
0.038733333349227905,
0.04041010141372681,
0.05450500175356865,
0.05004671961069107,
-0.06523976475000381,
-0.05601347237825394,
0.04297713190317154,
0.09405947476625443,
0.04767375439405441,
-0.0869760513305664,
0.03820443153381348,
-0.08670922368764877,
-0.011255317367613316,
0.02708914689719677,
-0.04005034640431404,
-0.006227302365005016,
-0.05504157394170761,
0.052744295448064804,
-0.004245634190738201,
-0.06333410739898682,
0.01714423857629299,
0.023326542228460312,
-0.016205355525016785,
-0.1565518081188202,
0.0058211274445056915,
-0.03476433828473091,
-0.040334418416023254,
-0.004876404535025358,
0.005487814545631409,
0.017641758546233177,
0.11911025643348694,
0.07944268733263016,
0.02301800064742565,
0.08496052026748657,
-0.011679444462060928,
0.1469884067773819,
0.04110422730445862,
0.03080497868359089,
0.013291203416883945,
0.029048079624772072
] | h3 | Online Demo | [
"articles",
"articles/neural-search-tutorial"
] | 6,741 |
[
"Neural Search Tutorial - Qdrant",
"Online Demo"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(55) | [
-0.1067550852894783,
0.00998120941221714,
-0.12010528147220612,
-0.004866365808993578,
0.04336179047822952,
-0.026968490332365036,
-0.034721165895462036,
0.01709899492561817,
-0.08444954454898834,
-0.008986416272819042,
0.03380868583917618,
-0.003454593475908041,
0.05262396112084389,
-0.10365564376115799,
-0.04423481971025467,
0.025871533900499344,
-0.04448099434375763,
0.0029974868521094322,
0.030010493472218513,
-0.06445474922657013,
0.06384304165840149,
-0.06391695886850357,
-0.019185561686754227,
-0.009517844766378403,
0.07457538694143295,
0.011356034316122532,
0.012928808107972145,
0.06433766335248947,
0.0936354324221611,
-0.01746280863881111,
0.05831140652298927,
0.008372767828404903,
0.1516985446214676,
0.06646522879600525,
0.044520165771245956,
-0.02142166718840599,
-0.013409496285021305,
-0.010792016983032227,
-0.08201291412115097,
0.05180785804986954,
-0.054636064916849136,
0.008346403948962688,
0.03132175654172897,
0.04141867160797119,
0.012233162298798561,
0.0033877373207360506,
-0.09737525135278702,
-0.05196761712431908,
-0.05278222635388374,
-0.06670760363340378,
-0.020964080467820168,
-0.06891775876283646,
-0.051484886556863785,
-0.027212433516979218,
0.012308211997151375,
-0.018171366304159164,
0.03637164458632469,
-0.09843627363443375,
0.015263888984918594,
0.04336070641875267,
0.12119471281766891,
0.011457632295787334,
-0.01592315547168255,
0.08749493211507797,
0.09308744966983795,
0.041481807827949524,
-0.025633839890360832,
0.006431729067116976,
-0.03757939487695694,
-0.1411767154932022,
-0.11591660976409912,
0.01985293999314308,
0.009634179063141346,
0.04178697243332863,
0.047666046768426895,
-0.03676772862672806,
-0.06004821136593819,
-0.045683469623327255,
-0.029255997389554977,
-0.017446260899305344,
-0.0093149458989501,
0.019063642248511314,
-0.0015732190804556012,
0.07098890841007233,
0.050496116280555725,
0.020341411232948303,
0.023948470130562782,
0.041364699602127075,
0.08625862747430801,
0.051483940333127975,
-0.042898815125226974,
0.019364777952432632,
0.0328245684504509,
0.01199055090546608,
-0.10593437403440475,
0.022639187052845955,
0.03253502398729324,
-0.051704440265893936,
-0.04289063438773155,
0.04820077866315842,
-0.06138043478131294,
-0.03505892679095268,
0.0031114083249121904,
-0.044490717351436615,
-0.04307005554437637,
-0.06396160274744034,
0.06975249946117401,
0.05766502022743225,
0.019655557349324226,
-0.012073848396539688,
-0.03183838352560997,
0.01680883578956127,
-0.03909715265035629,
-0.06448560208082199,
-0.012299294583499432,
0.040315788239240646,
0.04425371065735817,
0.02823178470134735,
0.08196628838777542,
-0.017966030165553093,
0.10923770815134048,
0.0009667008998803794,
-0.06418091058731079,
-0.06862867623567581,
0.003928571939468384,
-0.07245060056447983,
-0.03450894355773926,
-5.070916958212279e-33,
0.05500861257314682,
0.0009252217714674771,
0.03394002467393875,
0.01317859161645174,
0.015919018536806107,
-0.0909561812877655,
-0.0345134362578392,
-0.021376358345150948,
-0.07205077260732651,
0.05460862070322037,
0.02293124422430992,
-0.0032802647911012173,
0.02956749126315117,
0.10581082850694656,
-0.07731382548809052,
-0.09277589619159698,
-0.013874227181077003,
0.1248200312256813,
0.019752973690629005,
-0.03130924701690674,
-0.008139349520206451,
-0.010374792851507664,
-0.003390197642147541,
-0.02577340416610241,
0.014149198308587074,
0.08720999956130981,
-0.04435575753450394,
0.014239927753806114,
0.11790341138839722,
0.03687587007880211,
-0.0825980007648468,
0.003491095034405589,
-0.10048168897628784,
0.016644291579723358,
0.06681623309850693,
0.06078803166747093,
-0.02190113440155983,
-0.046342477202415466,
-0.029928404837846756,
0.0014941703993827105,
-0.03112969547510147,
-0.05817926302552223,
0.015347846783697605,
-0.05994407460093498,
0.013174229301512241,
-0.07162617892026901,
-0.0660364031791687,
0.032629936933517456,
0.04422974959015846,
0.0663166269659996,
-0.03235428407788277,
0.06590110808610916,
0.0021898727864027023,
0.0205089058727026,
-0.025825101882219315,
-0.00750282546505332,
-0.016679400578141212,
-0.009602020494639874,
0.01661020703613758,
0.08189160376787186,
-0.003919470123946667,
-0.02738776057958603,
-0.01749124564230442,
-0.053553301841020584,
0.0156389307230711,
-0.015875929966568947,
-0.02263026311993599,
-0.10242269933223724,
0.06446415930986404,
0.028095968067646027,
-0.053394805639982224,
0.08145051449537277,
0.03505702316761017,
0.009424429386854172,
-0.04112676903605461,
-0.028905104845762253,
0.06300538033246994,
-0.00029943636036477983,
-0.03137056529521942,
-0.07506316900253296,
-0.02586723119020462,
-0.022831004112958908,
0.007416669279336929,
-0.01185130700469017,
0.023601261898875237,
0.012943871319293976,
0.04286220297217369,
-0.056610651314258575,
-0.06438899040222168,
-0.009983525611460209,
-0.02796352468430996,
-0.043767765164375305,
0.028534455224871635,
-0.05921458825469017,
0.06427312642335892,
4.364935622259553e-33,
0.00496232183650136,
0.025874322280287743,
-0.06016911193728447,
0.020868398249149323,
0.011417018249630928,
-0.02789691463112831,
0.03590180724859238,
0.08278032392263412,
0.025352096185088158,
0.05900617316365242,
-0.01890586130321026,
0.031041257083415985,
-0.07923773676156998,
0.04190409556031227,
0.09024858474731445,
-0.0028442100156098604,
-0.06009162589907646,
-0.04565608873963356,
-0.010029328055679798,
0.003974414896219969,
0.026681428775191307,
0.12347773462533951,
-0.008523348718881607,
-0.013695746660232544,
-0.06063561886548996,
-0.0035281747113913298,
-0.008377808146178722,
0.09347374737262726,
0.08001168072223663,
-0.043843939900398254,
0.06367970257997513,
-0.030118314549326897,
-0.13321703672409058,
-0.003052111016586423,
-0.04180792719125748,
-0.006034980993717909,
0.09282566606998444,
0.05518554896116257,
-0.007154273334890604,
-0.002981349127367139,
0.037907399237155914,
-0.006502183154225349,
-0.007873828522861004,
-0.07146517932415009,
-0.0015592379495501518,
0.023802034556865692,
0.038953278213739395,
0.03954368457198143,
-0.007900944910943508,
0.01941371150314808,
0.02025091089308262,
-0.04350559785962105,
-0.03427710011601448,
-0.024721607565879822,
0.02800351195037365,
0.02492854930460453,
-0.01413008477538824,
-0.00010333425598219037,
0.06896691024303436,
-0.002097710967063904,
-0.053002286702394485,
-0.06917553395032883,
0.013086521998047829,
-0.016996918246150017,
0.028716545552015305,
-0.034516409039497375,
-0.029267041012644768,
0.07658093422651291,
-0.14781977236270905,
0.016331197693943977,
0.031666360795497894,
-0.003632884006947279,
-0.004102079663425684,
-0.03973489999771118,
0.01742342859506607,
-0.09138969331979752,
0.0011997006367892027,
0.04605501890182495,
0.015353295020759106,
-0.0029318879824131727,
0.04798140376806259,
-0.02319171652197838,
0.08620585501194,
0.01456198375672102,
0.06199690327048302,
0.006371722090989351,
-0.0006983827915973961,
0.026394562795758247,
0.021555202081799507,
-0.0035941724199801683,
-0.10843955725431442,
0.09572780132293701,
0.11263253539800644,
0.06342029571533203,
-0.008858505636453629,
-2.251361408411867e-8,
-0.017776673659682274,
0.022645819932222366,
-0.028211740776896477,
0.001451880089007318,
0.020740371197462082,
0.04056200012564659,
0.0802987813949585,
-0.08143434673547745,
-0.0476868636906147,
-0.024794068187475204,
0.032493993639945984,
-0.04216396063566208,
-0.0009632007568143308,
0.07304888218641281,
-0.0035340692847967148,
0.0598641075193882,
-0.07947827130556107,
0.020580846816301346,
-0.013651249930262566,
-0.00603771535679698,
0.016116885468363762,
0.0396105982363224,
0.023183921352028847,
-0.011076187714934349,
-0.018476765602827072,
0.020267566666007042,
0.01809493638575077,
0.0899849459528923,
0.025429552420973778,
-0.054192785173654556,
0.01664552465081215,
0.11039933562278748,
0.05468000844120979,
-0.008319826796650887,
-0.010589998215436935,
0.049098022282123566,
-0.047693051397800446,
0.0011510767508298159,
-0.011807200498878956,
0.027305835857987404,
0.027337191626429558,
0.024598456919193268,
-0.045653726905584335,
-0.001977197825908661,
0.08757805079221725,
0.05034864321351051,
0.04589463397860527,
-0.06695597618818283,
-0.03985006734728813,
-0.01746625266969204,
-0.10030723363161087,
0.008161020465195179,
-0.012072508223354816,
0.0251711905002594,
0.053723301738500595,
-0.021816030144691467,
-0.019856667146086693,
0.011092288419604301,
0.08889308571815491,
0.13921533524990082,
-0.025722505524754524,
0.13211213052272797,
0.014656532555818558,
0.024692321196198463
] | p | The described code is the core of this online demo. | [
"articles",
"articles/neural-search-tutorial"
] | 6,742 |
[
"Neural Search Tutorial - Qdrant",
"Online Demo"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(55) | [
-0.07007650285959244,
-0.0784369707107544,
0.06407829374074936,
-0.008974670432507992,
0.03621532395482063,
0.018549170345067978,
-0.009889629669487476,
0.007314582355320454,
0.0749095231294632,
-0.05554185435175896,
0.0010713728843256831,
0.034587930887937546,
-0.007996433414518833,
0.009044492617249489,
-0.009097080677747726,
0.005402528680860996,
0.07109414041042328,
0.0669863149523735,
-0.025521213188767433,
-0.02465367503464222,
-0.014724867418408394,
-0.06103949621319771,
0.021779298782348633,
-0.11721260845661163,
-0.02580786496400833,
0.032254140824079514,
-0.06239680200815201,
-0.03288877755403519,
0.023288801312446594,
-0.025742778554558754,
0.06437420099973679,
0.1070205420255661,
-0.05262649431824684,
0.013227581977844238,
-0.050727371126413345,
0.02309037744998932,
-0.11306028068065643,
0.09444089233875275,
0.028704052790999413,
-0.014552787877619267,
-0.07168374955654144,
0.03881203383207321,
0.020616909489035606,
-0.011126653291285038,
0.06022666022181511,
-0.0020863465033471584,
-0.020000893622636795,
-0.01070674229413271,
0.08180318027734756,
-0.08245905488729477,
-0.12375885248184204,
-0.04578028991818428,
-0.05934682488441467,
-0.011713914573192596,
0.0486382432281971,
0.07654206454753876,
0.010491136461496353,
-0.006230202037841082,
-0.0718936026096344,
-0.005671457387506962,
0.02962888590991497,
-0.07290150970220566,
-0.05397595465183258,
-0.03818643093109131,
0.14708200097084045,
0.023087477311491966,
0.015780797228217125,
-0.011343428865075111,
0.04704021289944649,
-0.024036917835474014,
0.09453272074460983,
0.03400854766368866,
-0.0653596892952919,
0.03258254751563072,
0.03560500964522362,
0.08478569239377975,
0.055504072457551956,
-0.0614938847720623,
-0.004061287734657526,
0.019305359572172165,
-0.05549541115760803,
0.060357220470905304,
-0.011504440568387508,
0.028871290385723114,
0.09738239645957947,
0.020455094054341316,
0.013622134923934937,
-0.047461800277233124,
0.0231101606041193,
0.04114730283617973,
0.045107658952474594,
-0.05175001919269562,
-0.09198234230279922,
-0.08104713261127472,
0.025055676698684692,
0.02911417745053768,
-0.03124840371310711,
0.06078529357910156,
-0.03806392848491669,
0.014057834632694721,
0.016471149399876595,
-0.002017783699557185,
0.022105442360043526,
-0.0734017938375473,
0.008620689623057842,
-0.03038177639245987,
0.07413733750581741,
-0.008172540925443172,
0.06933307647705078,
-0.11124243587255478,
-0.07026421278715134,
0.01701227016746998,
0.07385319471359253,
0.03945634514093399,
-0.04619936645030975,
0.002098166150972247,
0.030638236552476883,
0.011133115738630295,
0.09351307153701782,
0.032950833439826965,
0.006027075927704573,
-0.012439691461622715,
-0.028487378731369972,
0.002218986861407757,
-0.03393477946519852,
0.02682671882212162,
-0.08104351907968521,
-3.0295255505834628e-33,
-0.020751478150486946,
-0.012795290909707546,
0.02100406214594841,
-0.02844856306910515,
0.0024495134130120277,
-0.055121783167123795,
-0.007293171249330044,
0.044165968894958496,
0.05050387606024742,
0.04918846860527992,
-0.08345049619674683,
0.04854274541139603,
0.0009245479595847428,
0.05639415234327316,
0.01644255965948105,
-0.03790527209639549,
-0.08036771416664124,
-0.0024160409811884165,
-0.06700723618268967,
-0.003327129641547799,
0.029384290799498558,
-0.08273144066333771,
0.04067671671509743,
-0.03775255009531975,
-0.04489772021770477,
-0.025518110021948814,
0.026790840551257133,
-0.03171423077583313,
0.03384918347001076,
0.017655029892921448,
-0.0780990943312645,
0.061134058982133865,
-0.1673995405435562,
-0.011419082060456276,
-0.009390258230268955,
0.09738373756408691,
0.011573190800845623,
0.00968699436634779,
0.04398524761199951,
-0.00006565238436451182,
-0.0913165807723999,
0.02528119646012783,
0.03146100044250488,
-0.01003117486834526,
0.021751129999756813,
0.00667339563369751,
-0.052711933851242065,
-0.05923796072602272,
-0.03386465087532997,
-0.007629946805536747,
0.04524252936244011,
0.03821882978081703,
0.019250396639108658,
-0.06636781245470047,
0.040022317320108414,
0.08116277307271957,
0.0436241440474987,
0.031523916870355606,
0.02133502997457981,
0.063232421875,
0.0035124144051223993,
-0.021212901920080185,
0.05236295610666275,
0.025223059579730034,
-0.07235900312662125,
0.07291688024997711,
-0.08981619030237198,
-0.017748147249221802,
0.04866921529173851,
0.05283094570040703,
0.039139412343502045,
0.015903400257229805,
0.002914827549830079,
-0.07969535887241364,
0.016371646896004677,
-0.042771171778440475,
-0.00601560203358531,
-0.057042550295591354,
0.028245121240615845,
-0.10333346575498581,
0.05558343976736069,
-0.033371277153491974,
0.056786272674798965,
0.04418397322297096,
0.03922360762953758,
0.04487977921962738,
0.04807157441973686,
-0.11392717808485031,
-0.04935920611023903,
-0.009716812521219254,
-0.024783113971352577,
0.010908130556344986,
-0.012012351304292679,
0.008263147436082363,
-0.012665878050029278,
2.7772460957977683e-33,
-0.08695971965789795,
-0.07663600891828537,
-0.011229995638132095,
0.05230863764882088,
-0.02839595451951027,
-0.03611292317509651,
-0.035440314561128616,
-0.06193071976304054,
-0.024767041206359863,
0.0666070207953453,
0.04024967551231384,
0.06264123320579529,
-0.03525261580944061,
0.04162593558430672,
0.046610958874225616,
0.011141764931380749,
-0.06514691561460495,
-0.0506572350859642,
0.07042903453111649,
0.033582016825675964,
-0.059763822704553604,
0.11490462720394135,
-0.11000090837478638,
-0.00877570640295744,
-0.05476907268166542,
0.03868335857987404,
-0.04787546396255493,
-0.034168362617492676,
-0.08734554797410965,
0.017497844994068146,
-0.04100024700164795,
-0.03863944113254547,
-0.09290698170661926,
0.00722944550216198,
-0.009731599129736423,
0.08870097994804382,
0.05464060604572296,
-0.04256545379757881,
-0.04815040901303291,
0.021628500893712044,
-0.05912717431783676,
0.015501166693866253,
0.03167800232768059,
-0.07912039011716843,
-0.033248595893383026,
0.0015207569813355803,
0.016917411237955093,
0.046789757907390594,
0.047066230326890945,
0.12411389499902725,
0.13767366111278534,
0.0684092715382576,
-0.022107500582933426,
-0.08130272477865219,
-0.06998851895332336,
-0.023983381688594818,
0.017118792980909348,
-0.05216524749994278,
0.005695176776498556,
0.03791607916355133,
-0.06668451428413391,
0.012750616297125816,
-0.027362773194909096,
0.013671540655195713,
-0.02346673794090748,
0.010420715436339378,
-0.03158673271536827,
0.024401526898145676,
0.017104363068938255,
-0.039550427347421646,
0.06607071310281754,
0.030037300661206245,
0.031971536576747894,
0.034717559814453125,
0.0032910373993217945,
0.06471716612577438,
0.029735863208770752,
-0.012168626300990582,
-0.049162980169057846,
-0.03357233107089996,
-0.05920431762933731,
-0.08683957159519196,
0.016221908852458,
0.024231256917119026,
-0.026406146585941315,
0.07572860270738602,
-0.05697982758283615,
0.021476630121469498,
-0.036215636879205704,
-0.03997268155217171,
-0.0430760383605957,
-0.015513098798692226,
0.00784518476575613,
-0.013631373643875122,
-0.005814549513161182,
-2.1263028671114625e-8,
-0.051807232201099396,
-0.05748550966382027,
0.10236777365207672,
0.022450560703873634,
-0.010650130920112133,
-0.023919889703392982,
-0.009180139750242233,
0.05368949845433235,
-0.05404431372880936,
-0.061723336577415466,
0.049600087106227875,
-0.005002138204872608,
-0.08702961355447769,
0.07448811829090118,
0.04633113741874695,
0.044591668993234634,
0.09066154062747955,
0.003848085645586252,
-0.05861876904964447,
0.020661814138293266,
0.0606689527630806,
0.09006645530462265,
-0.00314477295614779,
0.05000237002968788,
0.03499600291252136,
0.03397434577345848,
-0.02205178700387478,
0.07038446515798569,
0.0244752187281847,
-0.02860809676349163,
0.03592921793460846,
0.05294144153594971,
0.03810109570622444,
0.027452541515231133,
0.09360170364379883,
0.09210700541734695,
-0.015818515792489052,
-0.023332735523581505,
-0.06162363290786743,
-0.01643248088657856,
0.00470044044777751,
-0.008013676851987839,
0.050246819853782654,
0.0270309466868639,
0.006338156294077635,
-0.007468778640031815,
0.10309918224811554,
-0.06343461573123932,
0.010639702901244164,
0.05100952461361885,
0.03761161491274834,
0.017275629565119743,
-0.026882024481892586,
0.016780277714133263,
0.026766549795866013,
-0.049338389188051224,
0.019351262599229813,
-0.019078480079770088,
-0.10612171143293381,
0.06983403116464615,
0.02149570919573307,
0.08385082334280014,
-0.08686278015375137,
0.012978157959878445
] | p | You can try it to get an intuition for cases when the neural search is useful. | [
"articles",
"articles/neural-search-tutorial"
] | 6,743 |
[
"Neural Search Tutorial - Qdrant",
"Online Demo"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(55) | [
-0.05481630936264992,
-0.048172593116760254,
0.049588002264499664,
0.09111303836107254,
0.03629935905337334,
0.031167520210146904,
0.0003328669990878552,
0.02049102820456028,
-0.015877075493335724,
-0.034739553928375244,
-0.00500932103022933,
-0.00524150812998414,
-0.07382775843143463,
-0.059812042862176895,
0.00884221587330103,
0.049007266759872437,
0.04724421724677086,
0.014379608444869518,
0.02266126312315464,
-0.03565206378698349,
0.057524751871824265,
-0.010466761887073517,
0.09727989137172699,
-0.06092849001288414,
-0.02293046936392784,
0.10000573843717575,
-0.07736609876155853,
-0.030219703912734985,
0.08236293494701385,
0.006989602465182543,
0.021739644929766655,
0.05164681375026703,
0.08674633502960205,
0.06964179873466492,
-0.03529909998178482,
-0.049647167325019836,
-0.08593086153268814,
0.00009783159475773573,
0.030440516769886017,
-0.0056567504070699215,
-0.041874632239341736,
-0.01649325340986252,
-0.028317449614405632,
0.0642632469534874,
0.06173943355679512,
-0.01703348197042942,
-0.06911513209342957,
-0.07178892195224762,
0.06560809910297394,
0.014516896568238735,
-0.10239683836698532,
-0.06676054000854492,
0.0021456119138747454,
0.0313156321644783,
0.037287626415491104,
0.04179777577519417,
0.010292756371200085,
-0.020080728456377983,
0.01968126744031906,
-0.008944551460444927,
-0.012865360826253891,
-0.015774382278323174,
-0.04189136251807213,
0.03752152994275093,
0.07543427497148514,
0.039406824856996536,
-0.010116681456565857,
-0.03709821403026581,
0.0004183907003607601,
-0.0849953144788742,
0.016599247232079506,
0.05295936390757561,
0.014998562633991241,
0.05947484076023102,
0.05086897686123848,
0.028444815427064896,
-0.008863905444741249,
-0.06936439871788025,
0.016083817929029465,
-0.028927931562066078,
-0.030106227844953537,
-0.02162672020494938,
0.017816904932260513,
0.001061542658135295,
0.04599218815565109,
0.012550906278192997,
0.005465695634484291,
-0.014265891164541245,
0.03321482613682747,
-0.009820228442549706,
-0.009843280538916588,
-0.11522623896598816,
0.006609553471207619,
-0.03363710641860962,
-0.12115946412086487,
0.004507516045123339,
-0.05196842551231384,
-0.023781517520546913,
0.007617523893713951,
0.011586165055632591,
0.016095642000436783,
-0.020270412787795067,
0.012775753624737263,
-0.07573623210191727,
-0.09842510521411896,
-0.05077091604471207,
0.09252011030912399,
0.013867916539311409,
0.0953211635351181,
-0.053794603794813156,
-0.012298214249312878,
0.007875054143369198,
0.06194749101996422,
-0.06688428670167923,
0.0006350928451865911,
-0.013275496661663055,
0.023405620828270912,
-0.008785237558186054,
0.10198419541120529,
0.0754893571138382,
-0.03504222258925438,
0.040793854743242264,
-0.09301374107599258,
-0.06064150109887123,
-0.01763279363512993,
0.03594864159822464,
-0.07913730293512344,
-3.396827494939103e-33,
0.0780748575925827,
-0.028243333101272583,
0.03243065997958183,
0.010423820465803146,
-0.017857596278190613,
0.015156596899032593,
0.030401069670915604,
0.043385885655879974,
-0.08897650986909866,
0.07147427648305893,
-0.04876397177577019,
-0.0004242395225446671,
-0.05609213188290596,
0.08346302807331085,
-0.010055260732769966,
-0.0876634493470192,
-0.06638568639755249,
0.05079024285078049,
-0.023845259100198746,
-0.03427160531282425,
-0.01842891052365303,
0.008982418105006218,
0.03955721855163574,
-0.018192145973443985,
0.03393428400158882,
-0.014435192570090294,
-0.043000105768442154,
-0.019320880994200706,
0.005457941442728043,
0.013076654635369778,
-0.19304144382476807,
0.003805255750194192,
-0.04434562847018242,
0.01472256239503622,
0.050110749900341034,
0.07303326576948166,
-0.04664313420653343,
0.023882795125246048,
-0.032426901161670685,
0.02638750709593296,
-0.08471400290727615,
-0.03613891080021858,
0.049754537642002106,
-0.05494517832994461,
-0.03121940791606903,
-0.03149521350860596,
-0.09956144541501999,
-0.060367073863744736,
0.03434395417571068,
-0.002924703061580658,
0.000333206495270133,
0.05362054705619812,
-0.06832372397184372,
-0.04890349507331848,
0.08553117513656616,
0.05128677934408188,
0.04303615540266037,
0.04506007581949234,
0.04319872334599495,
0.06960981339216232,
0.0032652688678354025,
-0.006030101329088211,
-0.0306533370167017,
0.03634130209684372,
0.013395141810178757,
0.09862560033798218,
-0.032239142805337906,
-0.06592648476362228,
0.06633833795785904,
0.012011154554784298,
0.0007501872605644166,
-0.025089217349886894,
0.011201275512576103,
-0.03465269133448601,
-0.028236236423254013,
-0.03926631435751915,
0.004322313237935305,
-0.0551946721971035,
0.03679153323173523,
-0.042760830372571945,
0.015662143006920815,
-0.08318577706813812,
0.005865907296538353,
-0.011575896292924881,
0.036024563014507294,
0.017296670004725456,
0.04234785959124565,
-0.13674291968345642,
0.0010537850903347135,
-0.04341551288962364,
-0.02704058215022087,
0.02275933139026165,
-0.06290710717439651,
-0.05772240832448006,
0.03541520982980728,
2.258472704460053e-33,
-0.011262211948633194,
-0.050016697496175766,
-0.07222109287977219,
0.08460301160812378,
-0.04459674283862114,
0.03456826135516167,
0.010202531702816486,
0.020022034645080566,
0.004719983320683241,
0.03961390256881714,
0.08498357981443405,
-0.010681649670004845,
0.022355634719133377,
-0.040842652320861816,
-0.026587817817926407,
0.055970944464206696,
0.0030844644643366337,
-0.03457384184002876,
0.041410479694604874,
0.07655999809503555,
-0.021369338035583496,
0.069012351334095,
-0.09803424775600433,
0.008044582791626453,
-0.05910096690058708,
-0.055890243500471115,
-0.004679425153881311,
0.12485425919294357,
0.0567794069647789,
-0.04846818000078201,
-0.021991578862071037,
-0.013159294612705708,
-0.11456458270549774,
0.04362526908516884,
-0.03709247708320618,
0.05889859423041344,
0.04084475710988045,
0.0048834714107215405,
-0.048769060522317886,
0.09992758929729462,
0.033569347113370895,
-0.023217584937810898,
-0.04494311287999153,
0.01963530108332634,
-0.023361846804618835,
-0.005102232564240694,
-0.14159901440143585,
0.004549598786979914,
0.016820844262838364,
0.014323141425848007,
0.0004594356578309089,
0.03248694911599159,
-0.052843526005744934,
-0.06609208136796951,
-0.047335464507341385,
-0.05870496854186058,
-0.021707279607653618,
0.026246391236782074,
0.013852923177182674,
0.011458982713520527,
-0.007438696920871735,
-0.0008157641277648509,
0.010469942353665829,
-0.03560362011194229,
0.040324196219444275,
-0.016606638208031654,
0.01425959262996912,
0.07540503889322281,
0.0038389081601053476,
-0.05754459649324417,
0.012178834527730942,
-0.031530607491731644,
0.07357650250196457,
-0.02564472146332264,
0.0008237602887675166,
0.027363307774066925,
0.00882344413548708,
0.025248700752854347,
0.016310082748532295,
-0.03722243383526802,
0.0630730539560318,
-0.03562295064330101,
0.04821151867508888,
0.08192667365074158,
0.014108642935752869,
0.16805864870548248,
-0.0819651335477829,
0.09313888847827911,
-0.010969776660203934,
-0.021384533494710922,
-0.022611889988183975,
-0.019592823460698128,
0.0155867338180542,
0.025066280737519264,
-0.043343715369701385,
-2.0357447283458896e-8,
-0.03631775826215744,
0.03179638087749481,
0.01081921998411417,
0.018905501812696457,
0.08329059183597565,
-0.022650327533483505,
0.015666687861084938,
0.04929710179567337,
-0.0884830504655838,
-0.009670328348875046,
0.005617083050310612,
0.04349870607256889,
-0.022283779457211494,
0.03021651692688465,
0.041391875594854355,
0.0643526092171669,
0.028710516169667244,
0.037963107228279114,
0.02903151325881481,
-0.009276407770812511,
0.07108532637357712,
0.05984733626246452,
-0.015263578854501247,
0.03883463516831398,
0.03691389411687851,
0.024094512686133385,
-0.1008598729968071,
0.07031606137752533,
-0.0024487394839525223,
-0.03337273374199867,
0.07364067435264587,
0.047259971499443054,
-0.04684684798121452,
-0.06127503886818886,
0.09785127639770508,
0.05848469212651253,
0.04891195520758629,
-0.03918728977441788,
-0.08725663274526596,
0.04812564328312874,
0.00366746773943305,
-0.007533975411206484,
-0.03355901688337326,
-0.015092205256223679,
-0.10111670941114426,
0.038480695337057114,
0.10074234008789062,
-0.16635385155677795,
0.08034982532262802,
-0.03151074796915054,
0.060208745300769806,
-0.05318782478570938,
0.0008065990405157208,
0.01209530234336853,
0.048438169062137604,
0.02753097005188465,
0.00261694029904902,
0.04286988079547882,
-0.06598356366157532,
0.05675997957587242,
0.10259187966585159,
0.07017616927623749,
-0.027398116886615753,
0.017097368836402893
] | p | The demo contains a switch that selects between neural and full-text searches. | [
"articles",
"articles/neural-search-tutorial"
] | 6,744 |
[
"Neural Search Tutorial - Qdrant",
"Online Demo"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(55) | [
0.024930156767368317,
0.004624878987669945,
0.04915484040975571,
0.04394157603383064,
0.023136625066399574,
0.015688356012105942,
-0.057203780859708786,
0.013749653473496437,
0.012507390230894089,
-0.04839269816875458,
0.01794508658349514,
0.030333952978253365,
-0.02483344078063965,
-0.023431088775396347,
-0.025090645998716354,
-0.010691218078136444,
0.07404909282922745,
0.023541267961263657,
-0.06349259614944458,
-0.07629713416099548,
0.05307970568537712,
0.007410559803247452,
0.07425913214683533,
-0.009091787040233612,
-0.04222289100289345,
0.09905439615249634,
-0.11669298261404037,
-0.0268960390239954,
0.017309334129095078,
0.030358076095581055,
0.0031577132176607847,
0.07326895743608475,
0.07467703521251678,
0.10156313329935074,
-0.016182346269488335,
-0.0011465002316981554,
-0.14993196725845337,
0.025847645476460457,
0.06292068213224411,
-0.026843063533306122,
-0.029426919296383858,
0.006950813811272383,
0.014539126306772232,
0.08524452894926071,
0.0766206830739975,
0.029392637312412262,
-0.09578342735767365,
-0.040431227535009384,
0.06026370823383331,
-0.0025201267562806606,
-0.10358315706253052,
-0.0011943825520575047,
-0.023558711633086205,
0.022384636104106903,
0.034568849951028824,
0.06395532935857773,
-0.04768780991435051,
0.003068419173359871,
-0.028113823384046555,
-0.014728563837707043,
-0.04637577757239342,
-0.004445860628038645,
-0.030572623014450073,
-0.02526111900806427,
0.04453373700380325,
0.04638152942061424,
0.035579659044742584,
-0.02650412544608116,
-0.026465000584721565,
-0.017036713659763336,
0.08869124203920364,
0.07126437872648239,
-0.013636772520840168,
0.09851014614105225,
0.027244171127676964,
0.10656486451625824,
-0.03442240506410599,
-0.05535806342959404,
-0.01601218618452549,
0.05087011680006981,
-0.07841822504997253,
-0.056414827704429626,
0.07913126051425934,
0.01934574544429779,
0.051595982164144516,
0.014499162323772907,
0.019568433985114098,
-0.04098743572831154,
0.012699190527200699,
-0.004267972428351641,
0.03135853260755539,
-0.0929981917142868,
-0.014438586309552193,
-0.04681462422013283,
-0.056851670145988464,
0.027909310534596443,
-0.03615877777338028,
0.022718874737620354,
0.02168160304427147,
0.005685199052095413,
-0.011511336080729961,
-0.04154784977436066,
0.028307821601629257,
-0.07106097787618637,
-0.046724069863557816,
0.08127088844776154,
0.08666835725307465,
-0.01187604758888483,
0.05711362138390541,
-0.1327008306980133,
-0.0019442038610577583,
0.009169001132249832,
0.04926910996437073,
-0.022281436249613762,
0.011085545644164085,
-0.055729810148477554,
-0.007055340800434351,
-0.014891818165779114,
0.05166248232126236,
0.06385162472724915,
-0.02629224583506584,
-0.02554451860487461,
-0.034639302641153336,
0.001148994080722332,
-0.05204816907644272,
0.06148234382271767,
0.02092917077243328,
-1.1267232738776631e-34,
-0.05172006040811539,
0.013757579028606415,
0.05311475321650505,
-0.030482830479741096,
-0.0762961134314537,
0.01889650523662567,
-0.010781975463032722,
0.06496959179639816,
-0.027082137763500214,
-0.00813557393848896,
-0.0555773489177227,
0.04475651681423187,
-0.027346936985850334,
0.035564761608839035,
-0.01678796298801899,
-0.03975895419716835,
-0.017859533429145813,
0.012124846689403057,
-0.04420635849237442,
-0.013381430879235268,
-0.010174771770834923,
-0.04160602390766144,
0.017819499596953392,
-0.07228013128042221,
0.047321394085884094,
-0.07624499499797821,
0.003532920964062214,
-0.051508255302906036,
-0.07006921619176865,
-0.0028096584137529135,
-0.10537295788526535,
-0.004934541415423155,
-0.01700674183666706,
0.040225375443696976,
-0.01951855979859829,
0.012226205319166183,
0.0020878801587969065,
0.0712844580411911,
-0.020733391866087914,
-0.005471998825669289,
-0.08825685828924179,
-0.01928618922829628,
-0.005740053486078978,
-0.0804242491722107,
-0.021959811449050903,
-0.02043565921485424,
-0.11349277943372726,
-0.05151620879769325,
0.04276236519217491,
-0.010062131099402905,
0.03622988611459732,
0.06066964939236641,
-0.0714840367436409,
-0.03147834166884422,
0.016696980223059654,
0.04634793847799301,
0.08609391748905182,
0.0732964426279068,
0.03651999309659004,
0.07615205645561218,
0.026013020426034927,
-0.012079411186277866,
0.0004952833987772465,
-0.006072939373552799,
-0.04359105974435806,
0.032873786985874176,
-0.01868242211639881,
-0.0332583449780941,
0.029751179739832878,
0.011352142319083214,
0.08340678364038467,
-0.05018080025911331,
0.0587710402905941,
-0.010404164902865887,
0.012153062038123608,
-0.07837735116481781,
-0.008223457261919975,
-0.029430704191327095,
0.03480441868305206,
-0.020470820367336273,
0.024278715252876282,
-0.043348707258701324,
0.08833363652229309,
-0.058373160660266876,
-0.003009823150932789,
0.0002305054513271898,
0.002153974724933505,
-0.1289518028497696,
0.02561413310468197,
0.037108682096004486,
-0.015078776516020298,
0.02280796319246292,
-0.04552365839481354,
-0.04165967181324959,
0.024251770228147507,
1.531138674336758e-34,
-0.023309210315346718,
-0.06212939694523811,
-0.01876007951796055,
0.06527798622846603,
-0.05779864266514778,
0.03152786195278168,
-0.029701367020606995,
0.004673840943723917,
0.0066562555730342865,
0.05944156274199486,
0.14456523954868317,
0.026452140882611275,
-0.013136855326592922,
-0.025942979380488396,
-0.07563405483961105,
0.0640314370393753,
0.015345926396548748,
0.0335136316716671,
0.038206797093153,
0.11909037083387375,
-0.032977402210235596,
0.05171243101358414,
-0.09805069863796234,
0.0028210547752678394,
-0.013581827282905579,
-0.006811322178691626,
0.003973575308918953,
0.07348167151212692,
0.008136634714901447,
-0.03713921085000038,
0.00841373298317194,
-0.002167604397982359,
-0.06936904042959213,
-0.026881065219640732,
-0.06905395537614822,
0.016963910311460495,
0.0020561213605105877,
-0.04688489809632301,
-0.030808378010988235,
0.1006406769156456,
0.061796531081199646,
-0.017717014998197556,
-0.06133619323372841,
-0.03665902093052864,
-0.0330316536128521,
-0.058564089238643646,
-0.12412503361701965,
-0.02011396735906601,
0.07899893820285797,
0.04663107916712761,
0.058064963668584824,
0.06527118384838104,
-0.00789643358439207,
0.002675239695236087,
-0.028515290468931198,
-0.0764666274189949,
0.004016899969428778,
0.014998271130025387,
-0.0744396448135376,
-0.01424544956535101,
-0.050298117101192474,
-0.003235518466681242,
-0.027267666533589363,
0.01842902973294258,
0.062642402946949,
-0.018342845141887665,
0.022968441247940063,
0.07165445387363434,
0.026589717715978622,
-0.02409001998603344,
0.008653412573039532,
0.01704764924943447,
0.01574801094830036,
0.05821717157959938,
0.01862049102783203,
0.0830501914024353,
0.02506638877093792,
0.024029167369008064,
0.01695290394127369,
-0.01739640347659588,
0.04736683890223503,
-0.02631510980427265,
-0.0007592675974592566,
0.06743742525577545,
-0.043858852237463,
0.12661226093769073,
-0.09928031265735626,
0.03375250846147537,
-0.05227663740515709,
0.012583950534462929,
-0.01499437540769577,
-0.08779826015233994,
-0.00019055139273405075,
-0.045329540967941284,
-0.00615646643564105,
-2.3518788694332216e-8,
-0.03416301682591438,
-0.09443643689155579,
0.014804400503635406,
0.04720035567879677,
0.04427388310432434,
-0.007973956875503063,
-0.032732222229242325,
0.07250357419252396,
-0.07078149914741516,
-0.042185064405202866,
-0.02464500069618225,
-0.011265193112194538,
-0.06862875074148178,
-0.029886679723858833,
0.04066482558846474,
0.0026623308658599854,
-0.00807375367730856,
-0.02285907417535782,
0.011264083907008171,
0.012184470891952515,
0.047379665076732635,
0.11051841080188751,
-0.03375043347477913,
0.04529480263590813,
0.013304442167282104,
0.06024205684661865,
-0.13477236032485962,
0.06380288302898407,
-0.025156840682029724,
-0.03446013480424881,
0.09308004379272461,
-0.0008176314295269549,
-0.07997926324605942,
-0.07319232821464539,
0.10767880082130432,
0.09696752578020096,
0.07074061036109924,
-0.024014173075556755,
-0.07961022108793259,
0.0897727757692337,
0.018434371799230576,
0.010036405175924301,
0.007776128128170967,
0.0008116943063214421,
-0.0055905855260789394,
0.015461575239896774,
0.12197081744670868,
-0.11839954555034637,
0.06749043613672256,
-0.07351100444793701,
0.1037813276052475,
-0.05080871656537056,
-0.047083474695682526,
-0.019877787679433823,
-0.07185608148574829,
-0.014554953202605247,
0.03943199664354324,
0.05697774514555931,
-0.020953763276338577,
0.05376562476158142,
0.09262143820524216,
0.0464625358581543,
-0.009605597704648972,
0.0020268666557967663
] | p | You can turn neural search on and off to compare the result with regular full-text search. | [
"articles",
"articles/neural-search-tutorial"
] | 6,745 |
[
"Neural Search Tutorial - Qdrant",
"Online Demo"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(55) | [
-0.015162241645157337,
-0.0555926077067852,
-0.002067551016807556,
-0.03593582287430763,
0.03904737904667854,
0.05528232827782631,
-0.009497124701738358,
0.01348127517849207,
-0.0012621801579371095,
-0.052474383264780045,
0.006808176636695862,
0.01478801853954792,
-0.025817932561039925,
0.03232039511203766,
-0.010590460151433945,
-0.02726525254547596,
0.04312915727496147,
-0.12374678999185562,
0.06234373152256012,
0.05181938409805298,
0.01774047128856182,
-0.02448258176445961,
-0.034901123493909836,
0.06204795464873314,
0.056695278733968735,
-0.03477179631590843,
0.0287934523075819,
0.04297845438122749,
-0.05289271101355553,
0.02094859629869461,
-0.02628793939948082,
0.02918565832078457,
0.035335976630449295,
0.0243796668946743,
0.1293773502111435,
-0.00410477863624692,
-0.034062813967466354,
0.06843332946300507,
-0.05850860849022865,
-0.07088585942983627,
0.02364829182624817,
-0.010250667110085487,
0.04686572030186653,
0.03670770674943924,
-0.0005219436716288328,
0.04176848381757736,
-0.028924038633704185,
-0.09145081788301468,
0.02422913908958435,
0.0002602497406769544,
0.031802088022232056,
-0.014038071036338806,
-0.028510700911283493,
-0.0977076068520546,
0.07768117636442184,
0.007314044050872326,
0.035147249698638916,
0.05169028788805008,
0.04287703335285187,
0.05717109516263008,
0.02166467346251011,
-0.043078333139419556,
0.014886582270264626,
0.05454010143876076,
0.012227954342961311,
0.07496842741966248,
-0.0033571484964340925,
-0.05499995872378349,
-0.023776384070515633,
-0.06425930559635162,
-0.06185762584209442,
0.04209597036242485,
-0.04171505570411682,
0.08057592809200287,
-0.12573598325252533,
0.08746816962957382,
0.03720363974571228,
0.039247095584869385,
-0.08187606930732727,
-0.08742444217205048,
-0.12756669521331787,
0.08003365993499756,
-0.01948714256286621,
0.05880577489733696,
-0.0029937203507870436,
0.051437102258205414,
0.03134271875023842,
-0.11526622623205185,
0.046162597835063934,
-0.012993132695555687,
-0.06401151418685913,
-0.04062311723828316,
0.05996203422546387,
-0.020264267921447754,
-0.03774449601769447,
0.02249710075557232,
0.032326098531484604,
-0.016354238614439964,
-0.003739596577361226,
-0.01897270791232586,
0.007951324805617332,
-0.024949008598923683,
0.1251830756664276,
0.069704070687294,
0.002436815993860364,
-0.06544315814971924,
0.02826753444969654,
-0.03523300215601921,
-0.06477835774421692,
-0.055024925619363785,
-0.024202171713113785,
-0.015441196039319038,
-0.014521501027047634,
0.05218290910124779,
0.06592161953449249,
-0.039343055337667465,
-0.06900189071893692,
-0.010630239732563496,
0.03260604292154312,
0.03954077139496803,
0.049396634101867676,
-0.08558288961648941,
-0.023235561326146126,
-0.10495287925004959,
-0.10431130230426788,
0.017827268689870834,
-0.02322367951273918,
-3.101618619119394e-33,
0.025460947304964066,
-0.029144950211048126,
-0.016203531995415688,
0.08276811242103577,
0.04277344420552254,
-0.04711481183767319,
0.01205462496727705,
0.021197063848376274,
0.015477399341762066,
0.006938096135854721,
-0.0007307513151317835,
0.08507522195577621,
-0.010052081197500229,
0.020818188786506653,
-0.02852115035057068,
-0.10861308127641678,
-0.02518569678068161,
0.09470557421445847,
-0.011335312388837337,
-0.040188416838645935,
0.04417375475168228,
0.03716743364930153,
-0.04000406339764595,
-0.0862061008810997,
0.09840390086174011,
0.031332679092884064,
-0.010787012986838818,
0.0046560815535485744,
0.017084699124097824,
-0.001007870421744883,
0.06818492710590363,
-0.013982447795569897,
-0.025563815608620644,
-0.014926893636584282,
-0.019972629845142365,
-0.047546371817588806,
-0.00238136388361454,
0.0022424859926104546,
-0.017015647143125534,
-0.04320812225341797,
0.019535794854164124,
-0.06264182180166245,
-0.021053796634078026,
-0.11638683080673218,
0.031721774488687515,
-0.0033658661413937807,
-0.0028177122585475445,
-0.008027424104511738,
0.11294545233249664,
-0.06801620870828629,
-0.03263157606124878,
0.006964260712265968,
0.050738271325826645,
-0.019918275997042656,
-0.03969694674015045,
-0.030973969027400017,
-0.0549977570772171,
0.04047572985291481,
-0.02826842851936817,
0.00891872588545084,
-0.026769541203975677,
0.03616567328572273,
-0.020908990874886513,
-0.06433678418397903,
0.008771184831857681,
-0.030744001269340515,
0.044026706367731094,
-0.035857442766427994,
-0.02887827530503273,
-0.010632136836647987,
-0.03766917064785957,
-0.0714055523276329,
0.05613511800765991,
0.013787112198770046,
0.003735037986189127,
0.025875451043248177,
-0.028475455939769745,
0.007868179120123386,
-0.16347505152225494,
0.08783354610204697,
-0.014365838840603828,
-0.051288679242134094,
-0.005156500730663538,
0.005969902500510216,
-0.021421678364276886,
-0.025814881548285484,
0.08595456182956696,
-0.04143509641289711,
-0.038197487592697144,
0.036459531635046005,
-0.012109003029763699,
0.032413482666015625,
-0.04380860924720764,
0.08347100019454956,
-0.03438678756356239,
6.6332204903066065e-34,
0.033524248749017715,
-0.018160002306103706,
0.06092439219355583,
-0.05821125581860542,
0.035761509090662,
0.014576357789337635,
-0.0026872772723436356,
0.07622512429952621,
-0.042902883142232895,
0.03861762955784798,
0.129163458943367,
0.040069978684186935,
-0.06494857370853424,
-0.011750602163374424,
-0.0012139080790802836,
0.05467814952135086,
-0.00386134278960526,
0.046200357377529144,
0.026957722380757332,
0.049433477222919464,
-0.025905655696988106,
0.07477710396051407,
-0.12180427461862564,
-0.05223099887371063,
0.03242803364992142,
0.024637894704937935,
0.025623496621847153,
0.10191939771175385,
-0.03325214609503746,
0.0039898729883134365,
0.06369361281394958,
0.05218138173222542,
0.009584477171301842,
-0.011615189723670483,
-0.05136323347687721,
-0.03215089440345764,
0.00671295216307044,
-0.09002180397510529,
-0.046735040843486786,
0.004520592745393515,
0.04147600382566452,
-0.07906980812549591,
0.049901992082595825,
-0.0012245946563780308,
-0.03300850838422775,
-0.037989504635334015,
0.030746309086680412,
-0.12413858622312546,
-0.016156204044818878,
0.02797853574156761,
0.023070231080055237,
-0.042868275195360184,
0.03442957624793053,
-0.008109335787594318,
-0.030681023374199867,
-0.04752657562494278,
0.08010965585708618,
0.03625895828008652,
0.05112190544605255,
-0.021691061556339264,
0.07307158410549164,
0.029562760144472122,
-0.03897535800933838,
0.03359780088067055,
-0.012365025468170643,
-0.04326426610350609,
0.009841879829764366,
0.052339810878038406,
-0.12662756443023682,
-0.025239791721105576,
-0.028170326724648476,
-0.044345758855342865,
0.015684718266129494,
-0.026814505457878113,
-0.03568115830421448,
-0.058647800236940384,
-0.0040587992407381535,
-0.10754118859767914,
-0.049311697483062744,
0.015535588376224041,
0.09433219581842422,
-0.026878833770751953,
-0.043352093547582626,
0.038382623344659805,
-0.08548332005739212,
-0.016056295484304428,
-0.048692718148231506,
0.11985674500465393,
0.022172152996063232,
0.03563046455383301,
-0.07997173815965652,
-0.030039016157388687,
0.014735264703631401,
0.08710682392120361,
-0.04806526005268097,
-1.908476221501587e-8,
-0.03434138000011444,
-0.05927101522684097,
0.11856026947498322,
0.08391781896352768,
0.09502815455198288,
0.0014083277201279998,
-0.00901496410369873,
0.03652184456586838,
-0.02263513393700123,
-0.04748488962650299,
-0.05517243593931198,
0.01567169465124607,
-0.03382660448551178,
0.0067094736732542515,
-0.013703693635761738,
-0.03151429444551468,
-0.11644371598958969,
0.0626932755112648,
0.03599722683429718,
0.033353038132190704,
-0.0029201956931501627,
0.042246729135513306,
0.022761408239603043,
-0.049265842884778976,
0.010267836973071098,
0.030901379883289337,
0.03436519205570221,
0.0010582946706563234,
0.025997770950198174,
0.025470111519098282,
0.005960438866168261,
0.057465068995952606,
0.10868050158023834,
-0.0365230031311512,
-0.014223291538655758,
0.14426162838935852,
-0.049668967723846436,
0.04206683859229088,
-0.009609698317945004,
-0.012342201545834541,
0.10340385884046555,
-0.0050162142142653465,
0.007297606207430363,
-0.014713229611515999,
-0.004126051440834999,
0.0694161057472229,
-0.07105068117380142,
-0.0028774894308298826,
-0.03447100520133972,
-0.08297674357891083,
-0.06678410619497299,
0.01988876610994339,
0.022809598594903946,
0.022847192361950874,
-0.0630076453089714,
-0.006130898837000132,
-0.014093437232077122,
-0.006306692026555538,
0.07070878893136978,
0.03843849524855614,
0.005769562441855669,
0.07677831500768661,
0.06759502738714218,
0.0004032579599879682
] | p | Try to use startup description to find similar ones. | [
"articles",
"articles/neural-search-tutorial"
] | 6,746 |
[
"Neural Search Tutorial - Qdrant"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > h2:nth-of-type(6) | [
0.0345105342566967,
0.13655169308185577,
0.0018493582028895617,
0.05189747363328934,
-0.009813056327402592,
0.02261107973754406,
0.09343250840902328,
0.06036166846752167,
0.017523951828479767,
0.03887659311294556,
0.010159940458834171,
0.01514778658747673,
0.008142069913446903,
0.07262430340051651,
-0.05666055157780647,
0.006406636442989111,
0.043833840638399124,
-0.06740231812000275,
-0.004497185815125704,
-0.049495112150907516,
-0.03585001081228256,
0.03876487910747528,
-0.0347374752163887,
0.04220452532172203,
-0.002311314456164837,
0.09633883088827133,
-0.0027289865538477898,
0.019315486773848534,
-0.03218182548880577,
-0.10475713014602661,
0.008582319132983685,
0.06657638400793076,
0.036654070019721985,
0.017715536057949066,
-0.01543344371020794,
0.031555045396089554,
0.018954336643218994,
-0.011672724969685078,
0.018562961369752884,
-0.016100341454148293,
0.010584435425698757,
-0.061480533331632614,
-0.01831541210412979,
-0.0010181574616581202,
0.01903662271797657,
-0.016876298934221268,
-0.06425882130861282,
0.011496316641569138,
0.012726941145956516,
-0.013377098366618156,
-0.009888075292110443,
0.035785261541604996,
-0.08679850399494171,
-0.06935988366603851,
-0.033391665667295456,
0.007287387736141682,
-0.05247558280825615,
-0.045977260917425156,
0.03173944354057312,
-0.051281820982694626,
0.07269353419542313,
-0.0015207442920655012,
-0.1050683856010437,
0.012264993973076344,
0.19859091937541962,
0.0127879548817873,
0.027096418663859367,
-0.10079816728830338,
-0.10608746111392975,
0.06583374738693237,
0.0049310168251395226,
-0.00015166931552812457,
-0.0014987961621955037,
0.02451353892683983,
0.0025644288398325443,
0.021074164658784866,
-0.0004046188259962946,
0.03502117842435837,
0.025227904319763184,
-0.06136389076709747,
-0.022246768698096275,
0.01960231177508831,
-0.00785951130092144,
-0.033149536699056625,
0.03711956366896629,
0.017169084399938583,
-0.04641171917319298,
-0.022851381450891495,
-0.08106094598770142,
0.036161065101623535,
-0.03249739855527878,
-0.062007512897253036,
0.028890931978821754,
0.02982228249311447,
0.0002495607186574489,
-0.004468235187232494,
-0.006066199857741594,
-0.07770344614982605,
0.03476250544190407,
0.21654605865478516,
-0.0077878995798528194,
0.012973932549357414,
-0.04131727293133736,
-0.0813848227262497,
-0.007078234106302261,
-0.05016939714550972,
0.03618483245372772,
0.01544712483882904,
0.03730479255318642,
-0.028566302731633186,
-0.0005198312574066222,
-0.07829324901103973,
0.04770907759666443,
0.04537689685821533,
0.08888894319534302,
0.036320120096206665,
0.01569674164056778,
0.059163447469472885,
-0.05735443904995918,
-0.052490025758743286,
0.05044552683830261,
0.007679477334022522,
0.06511015444993973,
0.03287689760327339,
-0.025561265647411346,
-0.11212071776390076,
0.020778510719537735,
-6.463766459315347e-33,
-0.02224954031407833,
-0.01986265927553177,
0.04020414128899574,
0.06683377176523209,
-0.004658055026084185,
-0.012332332320511341,
-0.048046011477708817,
-0.019679255783557892,
-0.020502634346485138,
-0.0022510946728289127,
-0.04501365125179291,
0.05258947238326073,
0.011057990603148937,
-0.04997952654957771,
0.059722088277339935,
0.06633473932743073,
-0.013897561468183994,
0.09008340537548065,
-0.08049090951681137,
-0.013584536500275135,
-0.019141603261232376,
0.03957374393939972,
0.011059898883104324,
-0.029379496350884438,
-0.016994072124361992,
-0.0938975140452385,
-0.0048509337939321995,
-0.03337481617927551,
-0.06857318431138992,
-0.009268004447221756,
0.0436788909137249,
0.017732033506035805,
0.044331904500722885,
0.048480723053216934,
-0.02150834910571575,
0.05108853057026863,
0.006674769334495068,
-0.06680423021316528,
0.04047921672463417,
0.0043360088020563126,
-0.04143793135881424,
0.028614947572350502,
-0.07149829715490341,
-0.06490349024534225,
0.0596291646361351,
-0.017329150810837746,
0.012157252989709377,
-0.022467579692602158,
-0.02680318057537079,
0.0022458338644355536,
0.026756616309285164,
-0.01732453890144825,
0.01685185544192791,
-0.06650698930025101,
0.01609395444393158,
0.02708536386489868,
-0.006994953379034996,
0.1018376499414444,
0.044932134449481964,
0.0038833331782370806,
0.09920287132263184,
0.04352143779397011,
-0.1763017475605011,
0.004326510243117809,
-0.03229537978768349,
0.04418618604540825,
0.009399662725627422,
-0.016912082210183144,
0.022419316694140434,
-0.02714061364531517,
-0.04521320387721062,
-0.05192619562149048,
0.10433673113584518,
0.1027337908744812,
-0.026179824024438858,
-0.01530926488339901,
-0.014638127759099007,
-0.027870403602719307,
0.028776416555047035,
-0.045695606619119644,
0.002217094646766782,
-0.024572845548391342,
-0.06933149695396423,
-0.03458576649427414,
0.014455958269536495,
0.02832764759659767,
0.06535714119672775,
-0.06081457808613777,
-0.07754869014024734,
0.03511877357959747,
-0.04410896077752113,
-0.009857863187789917,
0.09598738700151443,
0.08099771291017532,
0.014489633031189442,
4.990246454335192e-33,
-0.02711714804172516,
0.019975194707512856,
-0.14842423796653748,
-0.010612212121486664,
-0.00419224239885807,
0.02950485609471798,
0.04358373209834099,
-0.0918928012251854,
-0.06364680081605911,
0.00679835444316268,
0.04066682234406471,
-0.053653914481401443,
0.06009427458047867,
0.09963329136371613,
-0.0068571362644433975,
-0.047211598604917526,
0.08122808486223221,
-0.05780266597867012,
-0.06871195137500763,
0.00681412685662508,
0.013758127577602863,
0.01704644225537777,
0.028000405058264732,
-0.05808572471141815,
-0.007888337597250938,
0.06289993226528168,
0.05166761204600334,
-0.021513113752007484,
-0.05123573914170265,
-0.06490902602672577,
0.06192310154438019,
-0.03814991936087608,
-0.03547677770256996,
-0.0899387001991272,
-0.018591618165373802,
0.12895743548870087,
0.08803201466798782,
-0.08059511333703995,
-0.039600953459739685,
0.02902197651565075,
0.04195638373494148,
-0.07805413007736206,
-0.017588239163160324,
0.008707002736628056,
-0.03477232903242111,
-0.034473273903131485,
0.08434299379587173,
0.03048487938940525,
0.0962992012500763,
0.001488469890318811,
-0.03776828944683075,
0.053436677902936935,
-0.013284079730510712,
-0.03795516863465309,
-0.06272643059492111,
-0.03368180990219116,
0.08544252067804337,
-0.02371281571686268,
0.021081844344735146,
0.014778519980609417,
-0.017755381762981415,
0.08234766870737076,
-0.015489337965846062,
0.012210115790367126,
0.05556143820285797,
-0.04148956015706062,
-0.034991201013326645,
0.036506280303001404,
0.049039773643016815,
-0.0021699522621929646,
0.021981852129101753,
0.010639388114213943,
-0.05711817368865013,
-0.001826383639127016,
0.04195002093911171,
0.024748312309384346,
-0.08037048578262329,
0.0084231561049819,
-0.04167313501238823,
-0.05209491774439812,
-0.07728973031044006,
-0.05648209899663925,
0.029963592067360878,
-0.008827151730656624,
-0.029665442183613777,
-0.05054972320795059,
0.026961054652929306,
-0.044319722801446915,
0.02803134173154831,
0.09378153830766678,
-0.002704207319766283,
-0.02350124716758728,
0.019783945754170418,
-0.01592531055212021,
0.009746446274220943,
-1.4312817597783578e-8,
-0.06262936443090439,
-0.08041929453611374,
0.0361337810754776,
0.030535893514752388,
-0.020260469987988472,
0.038095518946647644,
0.04719147831201553,
0.013859408907592297,
0.012818247079849243,
0.003008672734722495,
0.009739716537296772,
0.03345397859811783,
-0.027672111988067627,
0.10179148614406586,
0.05323437601327896,
0.007519089616835117,
0.017735812813043594,
-0.007005965802818537,
-0.04568811133503914,
-0.07426729053258896,
0.05419314280152321,
0.0015061239246279001,
-0.05789738893508911,
-0.05728984251618385,
0.010783236473798752,
0.041061148047447205,
-0.03089103102684021,
0.06737824529409409,
-0.014522409066557884,
0.05982242897152901,
0.012663832865655422,
0.025391072034835815,
-0.04029073566198349,
-0.042511824518442154,
0.0063446033746004105,
-0.011479540728032589,
0.10936784744262695,
0.08845506608486176,
0.06271923333406448,
0.02552235871553421,
-0.034156907349824905,
0.01766335591673851,
0.004792728926986456,
0.05573184788227081,
-0.0016146566485986114,
-0.009048535488545895,
0.012306800112128258,
0.02860177494585514,
-0.0713757574558258,
-0.07049902528524399,
0.01490564364939928,
-0.06300555914640427,
0.04373079165816307,
-0.02182505652308464,
0.043922532349824905,
-0.022795675322413445,
0.01873128116130829,
0.021050265058875084,
-0.10683830827474594,
0.011769603937864304,
0.16403639316558838,
0.032009486109018326,
0.10669812560081482,
-0.00019115224131383002
] | h2 | Conclusion | [
"articles",
"articles/neural-search-tutorial"
] | 6,747 |
[
"Neural Search Tutorial - Qdrant",
"Conclusion"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(56) | [
-0.04187339171767235,
-0.06357066333293915,
0.014953438192605972,
0.009616689756512642,
-0.01900128275156021,
0.06753948330879211,
-0.02022971399128437,
-0.01687782257795334,
-0.06971317529678345,
-0.060928571969270706,
0.01316756010055542,
0.000418738549342379,
0.04450666159391403,
-0.04520374909043312,
-0.04386509209871292,
0.028137043118476868,
0.04834919422864914,
0.020277034491300583,
-0.030849101021885872,
-0.05961966514587402,
0.08259662240743637,
-0.0431925393640995,
0.07368076592683792,
-0.09852120280265808,
-0.011090914718806744,
0.016853660345077515,
-0.03514993563294411,
-0.014638909138739109,
0.08417137712240219,
0.02148711495101452,
0.07295133918523788,
0.048408281058073044,
0.012323927134275436,
0.07996764034032822,
-0.028055228292942047,
0.0024638534523546696,
-0.10286293178796768,
-0.007020000368356705,
0.020447738468647003,
0.01797262392938137,
-0.028657443821430206,
0.0517197884619236,
-0.016815247014164925,
0.005510879214853048,
0.09841156750917435,
0.0456392802298069,
-0.023302145302295685,
-0.05342596396803856,
0.04839562997221947,
-0.09684625267982483,
-0.11145563423633575,
-0.03645327687263489,
-0.047416456043720245,
0.019674452021718025,
0.03439158946275711,
0.08319849520921707,
0.007018490694463253,
-0.04562023654580116,
-0.0311206616461277,
-0.02835831046104431,
0.061222441494464874,
-0.059451933950185776,
-0.03627261146903038,
0.002890763571485877,
0.07700083404779434,
0.052338503301143646,
0.03356487303972244,
-0.030112380161881447,
0.05692286044359207,
-0.06698745489120483,
0.02241176925599575,
0.049963708966970444,
-0.05745190009474754,
0.04194948077201843,
0.01753944158554077,
0.05394171178340912,
0.030751818791031837,
-0.04072200879454613,
0.005663787014782429,
-0.04363086819648743,
-0.062151119112968445,
0.028332995250821114,
0.02830692194402218,
0.09299866855144501,
0.05065317824482918,
0.02363245189189911,
0.02096792683005333,
-0.04884353652596474,
0.029875455424189568,
0.029637213796377182,
0.038719866424798965,
-0.04984739050269127,
-0.07247200608253479,
-0.05593426153063774,
0.02802181802690029,
0.023285452276468277,
0.007636114489287138,
0.01650959439575672,
-0.024974346160888672,
-0.034051958471536636,
0.016108311712741852,
-0.07425513863563538,
0.016127565875649452,
-0.04153173789381981,
-0.05150514096021652,
0.04493144154548645,
0.04685195907950401,
0.025933420285582542,
0.05395158380270004,
-0.12381357699632645,
-0.06441745907068253,
-0.006699802353978157,
0.001445100991986692,
-0.03046729601919651,
0.020917195826768875,
0.04435698688030243,
0.02718350477516651,
0.003887411905452609,
0.07979699969291687,
0.07844974845647812,
-0.017916902899742126,
0.013025270774960518,
-0.1271563321352005,
-0.039024170488119125,
-0.0426107794046402,
0.009660092182457447,
-0.11934129148721695,
-1.5874187954191108e-33,
0.010785390622913837,
0.02936786413192749,
0.013441584073007107,
0.005570888519287109,
-0.05356971547007561,
0.005896929185837507,
0.046514447778463364,
0.05731236934661865,
-0.04206547513604164,
0.03825173154473305,
-0.07499844580888748,
0.00216343579813838,
-0.08574561029672623,
0.02635546773672104,
-0.02736954763531685,
-0.08948646485805511,
-0.05255561321973801,
0.0009026621701195836,
-0.007181181106716394,
-0.0358787477016449,
0.025711214169859886,
-0.003096269443631172,
0.032256241887807846,
-0.06899458169937134,
0.0242318082600832,
0.0003539891040418297,
0.0012614770093932748,
-0.08440537750720978,
0.0028833302203565836,
0.011860602535307407,
-0.10637106746435165,
0.030367502942681313,
-0.11675578355789185,
-0.009143643081188202,
0.008760013617575169,
0.049580786377191544,
0.03783899173140526,
0.08299748599529266,
-0.015991365537047386,
-0.0542692169547081,
-0.03324500471353531,
0.007242848630994558,
0.02964392863214016,
-0.0641571581363678,
0.0014453884214162827,
-0.007083096541464329,
-0.02810734324157238,
-0.026632750406861305,
0.09302680194377899,
-0.007612275891005993,
-0.0010107163107022643,
0.03777473792433739,
-0.06077096611261368,
-0.05636414885520935,
0.03479991480708122,
0.07086607068777084,
0.014570017345249653,
0.045304298400878906,
-0.01909819059073925,
0.03106088377535343,
0.000937176460865885,
-0.018086938187479973,
0.07280594110488892,
-0.011897736229002476,
0.014089583419263363,
0.06753379106521606,
-0.09575434774160385,
-0.04385775327682495,
0.1003221720457077,
0.03511805459856987,
0.06944184005260468,
0.04814428091049194,
0.09237616509199142,
-0.03611085191369057,
0.05375513806939125,
-0.010604508221149445,
0.0281760822981596,
-0.06259678304195404,
-0.0252471175044775,
-0.04670627415180206,
-0.01601111888885498,
-0.01948055997490883,
0.049321819096803665,
0.022319471463561058,
0.0024430640041828156,
0.032024770975112915,
0.12748581171035767,
-0.07361764460802078,
-0.06009881570935249,
-0.0017640332225710154,
0.015549429692327976,
0.021275797858834267,
-0.014269301667809486,
-0.010101660154759884,
-0.03316083550453186,
1.4492570668952132e-33,
-0.0166181493550539,
-0.03698061406612396,
-0.0024655694141983986,
0.03560572862625122,
-0.03220665827393532,
-0.008403479121625423,
-0.022281905636191368,
0.022942479699850082,
0.0037213070318102837,
0.06981536000967026,
-0.00021749483130406588,
-0.004338989499956369,
-0.025697138160467148,
-0.03254316374659538,
-0.042976438999176025,
0.052057478576898575,
-0.06112674996256828,
-0.007822077721357346,
0.07854554802179337,
0.037998463958501816,
-0.07071026414632797,
0.1787218600511551,
-0.13703204691410065,
-0.009639906696975231,
-0.07379217445850372,
-0.026008887216448784,
0.04578069597482681,
0.05183761939406395,
-0.0031374040991067886,
-0.007002411875873804,
-0.036261942237615585,
0.006696033291518688,
-0.08427694439888,
0.005530399736016989,
-0.04198995977640152,
0.07995805889368057,
0.005416112951934338,
-0.040045179426670074,
-0.016357988119125366,
0.0502944178879261,
0.04036770388484001,
0.05675031617283821,
-0.013477043248713017,
-0.06243418529629707,
0.029173903167247772,
-0.08294010907411575,
-0.043394021689891815,
0.053330548107624054,
-0.014312040992081165,
0.0936722606420517,
0.09202694892883301,
0.02350248210132122,
-0.05830603837966919,
-0.08627717196941376,
-0.03815380856394768,
-0.007727090734988451,
0.07874559611082077,
-0.00014781525533180684,
0.07055923342704773,
-0.013189084827899933,
-0.11225800216197968,
-0.05654136836528778,
-0.011481928639113903,
0.008658400736749172,
-0.031105292961001396,
-0.009891008026897907,
-0.07047537714242935,
0.04856389760971069,
0.029384206980466843,
-0.03961886838078499,
-0.026130640879273415,
0.05902474746108055,
0.1284121870994568,
0.027708882465958595,
0.0036117241252213717,
-0.022691935300827026,
0.010511735454201698,
0.054624106734991074,
0.0011595754185691476,
-0.036294396966695786,
0.03489062562584877,
-0.01786862313747406,
0.0070676435716450214,
0.06560234725475311,
0.03693734109401703,
0.13695448637008667,
0.02753046341240406,
0.05435015633702278,
-0.025079427286982536,
-0.03247879818081856,
-0.07840573787689209,
-0.009582224301993847,
0.03297886252403259,
0.004279637709259987,
-0.01266810204833746,
-2.834765489012625e-8,
-0.07041961699724197,
-0.009947769343852997,
0.06465502083301544,
0.07622753828763962,
0.05886448547244072,
0.023459434509277344,
0.06543183326721191,
0.09965524077415466,
-0.07893317937850952,
-0.07206490635871887,
0.030336884781718254,
-0.011091756634414196,
-0.05820874124765396,
0.07013193517923355,
0.03809233009815216,
0.008009620010852814,
0.02743913233280182,
-0.009586372412741184,
-0.00702742300927639,
-0.03625498712062836,
0.026752158999443054,
0.061096664518117905,
-0.010546510107815266,
0.03476707637310028,
0.09717158228158951,
-0.004260209389030933,
-0.03730407729744911,
0.03867793828248978,
-0.0383608341217041,
-0.022625796496868134,
0.021594811230897903,
0.04887500777840614,
0.0012458694400265813,
-0.02108001708984375,
0.036182403564453125,
0.08922477066516876,
0.028712870553135872,
-0.06399011611938477,
-0.130095437169075,
0.006506307050585747,
-0.0018655940657481551,
0.06646717339754105,
0.046008042991161346,
-0.01304582692682743,
0.015336420387029648,
0.040575895458459854,
0.10742373764514923,
-0.09848501533269882,
0.015718992799520493,
-0.021532103419303894,
0.054981280118227005,
-0.03455067053437233,
-0.060073189437389374,
-0.004188997205346823,
-0.01163761131465435,
-0.025149311870336533,
0.0032194063533097506,
0.002170025371015072,
-0.0031795327086001635,
0.039962589740753174,
-0.006062316242605448,
0.16141724586486816,
-0.08445581793785095,
-0.0046514905989170074
] | p | In this tutorial, I have tried to give minimal information about neural search, but enough to start using it. | [
"articles",
"articles/neural-search-tutorial"
] | 6,748 |
[
"Neural Search Tutorial - Qdrant",
"Conclusion"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(56) | [
-0.07402071356773376,
-0.024782119318842888,
-0.04084114357829094,
-0.05743410065770149,
0.04962568357586861,
0.005678451620042324,
-0.05123269930481911,
0.05914480239152908,
-0.06983942538499832,
-0.02027207426726818,
-0.004442532081156969,
0.034297481179237366,
0.004459279123693705,
0.04909561946988106,
0.06026100367307663,
0.02603006176650524,
0.07684890925884247,
-0.029140938073396683,
-0.004218898713588715,
-0.022188788279891014,
0.07015829533338547,
-0.011656162329018116,
0.026534490287303925,
-0.029894722625613213,
-0.06378971040248871,
-0.00438353605568409,
0.028991715982556343,
0.008831702172756195,
0.014493494294583797,
-0.035305146127939224,
-0.016481490805745125,
0.1231282651424408,
0.01522375363856554,
0.014424633234739304,
-0.018914401531219482,
0.09173530340194702,
-0.003288443200290203,
0.02995350956916809,
-0.005415173247456551,
-0.05437065288424492,
-0.0104027995839715,
-0.05911906063556671,
-0.008940979838371277,
-0.010265492834150791,
0.005293546710163355,
-0.12695206701755524,
0.08359283208847046,
-0.11912403255701065,
-0.09143383800983429,
-0.059718646109104156,
-0.04960000514984131,
-0.015906646847724915,
-0.04558485373854637,
0.045767441391944885,
-0.06475841253995895,
-0.057743195444345474,
-0.05135258287191391,
-0.032741837203502655,
-0.022825071588158607,
-0.004161432385444641,
0.0287107452750206,
0.006719636265188456,
-0.0022149973083287477,
0.04826508089900017,
0.08601763099431992,
0.02477657049894333,
-0.04063919559121132,
0.01924840174615383,
0.01457428839057684,
-0.06532804667949677,
-0.040798984467983246,
-0.016861548647284508,
-0.119572214782238,
-0.05196873098611832,
-0.0036514292005449533,
-0.08846921473741531,
-0.027718570083379745,
0.023804467171430588,
0.07431274652481079,
-0.03927396237850189,
0.09024765342473984,
0.01288914680480957,
-0.10310392826795578,
0.02603226900100708,
0.01953745074570179,
0.03608899936079979,
-0.03848252072930336,
-0.09880904853343964,
-0.005260372534394264,
0.00041310564847663045,
0.011280188336968422,
-0.08508963137865067,
0.0426967591047287,
-0.011399645358324051,
-0.03443559259176254,
-0.008013683371245861,
0.008817009627819061,
-0.007312416564673185,
0.002541234949603677,
0.04297998547554016,
-0.009239217266440392,
-0.06127041578292847,
-0.04440353438258171,
-0.0054229190573096275,
-0.03875873610377312,
-0.019435040652751923,
-0.019368886947631836,
-0.03493090346455574,
0.0174137931317091,
-0.03722057864069939,
-0.0887092649936676,
0.01722264289855957,
-0.006594174075871706,
-0.002983353566378355,
-0.010496987029910088,
-0.0159249696880579,
0.065986767411232,
0.03566179797053337,
0.06429387629032135,
0.06388228386640549,
-0.02880806289613247,
-0.03540176898241043,
-0.04244338721036911,
-0.025353290140628815,
-0.011660320684313774,
-0.010843546129763126,
-0.11396735906600952,
-2.9532187021418186e-33,
-0.08345978707075119,
-0.025793571025133133,
0.023504028096795082,
0.035852935165166855,
-0.009648855775594711,
-0.02736913412809372,
-0.010179566219449043,
0.010082382708787918,
0.04507685452699661,
-0.09929531067609787,
-0.0004718906420748681,
0.10249319672584534,
0.0926942378282547,
0.03845026716589928,
0.1147255226969719,
-0.047331083565950394,
-0.07381462305784225,
0.1326264888048172,
0.07380259037017822,
-0.006087333429604769,
0.043933235108852386,
-0.0332636758685112,
0.01127395499497652,
0.018161319196224213,
0.08685845881700516,
-0.01389042567461729,
0.04855400323867798,
-0.06204649806022644,
0.048410482704639435,
0.015414775349199772,
-0.0010849358513951302,
0.10803192853927612,
-0.07637415081262589,
0.009431522339582443,
0.04235679656267166,
0.10788515955209732,
-0.06466428935527802,
-0.07974553108215332,
0.04777832329273224,
-0.045072101056575775,
-0.019198404625058174,
0.03868826478719711,
-0.013262263499200344,
0.006698450539261103,
0.06294482946395874,
-0.04501156508922577,
0.10208768397569656,
0.04126305878162384,
-0.06571589410305023,
0.024684788659214973,
-0.029969245195388794,
0.0446343868970871,
-0.04684707894921303,
-0.02992720901966095,
0.03763612359762192,
0.03794626519083977,
-0.05259048193693161,
-0.010678928345441818,
-0.025076447054743767,
0.07377451658248901,
-0.08380874991416931,
-0.002793617080897093,
-0.05438883602619171,
-0.07359246164560318,
-0.03531612455844879,
0.07908808439970016,
0.04767010733485222,
-0.06871796399354935,
0.018163427710533142,
0.025340402498841286,
-0.03850032016634941,
0.01414834801107645,
0.0570099875330925,
-0.0625552386045456,
-0.03565279766917229,
0.026784587651491165,
-0.050200626254081726,
-0.030513467267155647,
0.010289140045642853,
0.010152874514460564,
-0.02331521548330784,
-0.06697093695402145,
0.0022090463899075985,
-0.0022225065622478724,
0.027816543355584145,
-0.032099779695272446,
0.0532139390707016,
-0.08215028047561646,
-0.05229366570711136,
-0.028523268178105354,
-0.013948952779173851,
0.01730939745903015,
0.007878534495830536,
0.04570157825946808,
0.02448713406920433,
-2.2909496389101055e-34,
-0.03005845658481121,
-0.028703982010483742,
-0.03800489753484726,
0.05863012745976448,
0.06392280012369156,
0.04221870377659798,
0.014439254067838192,
-0.06773146241903305,
-0.00555145088583231,
0.032778698951005936,
-0.06796418130397797,
0.03010183945298195,
0.05210675671696663,
0.055293887853622437,
-0.08447668701410294,
0.029422467574477196,
-0.016666335985064507,
-0.03314300626516342,
-0.012787834741175175,
0.003486132947728038,
0.022228678688406944,
0.15942442417144775,
-0.05061792954802513,
0.030322479084134102,
0.002462510485202074,
0.01937006041407585,
-0.08371097594499588,
-0.12315863370895386,
-0.0606648251414299,
0.008629499934613705,
-0.037316758185625076,
0.007538050878793001,
-0.12891530990600586,
-0.03534982353448868,
-0.0139145003631711,
0.023672541603446007,
0.12888778746128082,
-0.006963448598980904,
0.009653346613049507,
-0.015207077376544476,
0.09991513192653656,
0.00763072120025754,
0.06121399253606796,
-0.010980935767292976,
-0.0387411005795002,
0.017026113346219063,
-0.03203506022691727,
0.07102218270301819,
0.028548330068588257,
0.003866278799250722,
-0.026374783366918564,
-0.009108706377446651,
-0.013241538777947426,
-0.013773893006145954,
-0.022216808050870895,
0.05237116664648056,
0.04430168867111206,
-0.03938406705856323,
0.04066874831914902,
0.04354317858815193,
-0.008547451347112656,
0.06608135253190994,
0.04731590300798416,
-0.04302972927689552,
0.020038515329360962,
0.0014937547966837883,
0.008647962473332882,
0.029203662648797035,
-0.019682008773088455,
-0.04286912828683853,
0.10715577751398087,
-0.024897439405322075,
0.0429413802921772,
-0.00603741267696023,
-0.1252228319644928,
0.02410127967596054,
0.10122416168451309,
-0.07903929799795151,
-0.09685797989368439,
-0.007099131587892771,
0.006677736062556505,
0.0031224144622683525,
0.05526069179177284,
-0.07340127229690552,
0.009225568734109402,
-0.02731790579855442,
-0.031329650431871414,
-0.11201483756303787,
0.03739118576049805,
-0.0825563445687294,
-0.13787052035331726,
-0.029464390128850937,
0.040748342871665955,
0.022211872041225433,
-0.024655107408761978,
-3.305907014805598e-8,
0.01481702458113432,
-0.010391723364591599,
0.019419902935624123,
-0.018761398270726204,
-0.02236587554216385,
-0.014802011661231518,
0.007504159584641457,
0.060430437326431274,
-0.020360734313726425,
-0.024760128930211067,
-0.01934671215713024,
0.01599867455661297,
-0.05409310385584831,
0.07765654474496841,
0.0878346711397171,
0.02424473688006401,
0.04862087965011597,
0.04376109689474106,
-0.07043196260929108,
-0.05089641734957695,
0.026255959644913673,
0.096636101603508,
-0.0367690809071064,
0.0494164414703846,
0.042322415858507156,
0.01330861821770668,
0.08065621554851532,
-0.04163668304681778,
0.04100004956126213,
-0.017098484560847282,
-0.024487964808940887,
0.07028599083423615,
0.06812100857496262,
0.032593630254268646,
0.04329155012965202,
0.029038069769740105,
-0.014656665734946728,
0.020271169021725655,
-0.047318052500486374,
-0.054028455168008804,
-0.04799913614988327,
0.03877080976963043,
0.014430261217057705,
0.035358477383852005,
0.09705659747123718,
-0.0006927968934178352,
-0.01665075123310089,
-0.005377848166972399,
-0.014344987459480762,
0.09222152829170227,
-0.021611986681818962,
0.028840161859989166,
0.004948381334543228,
0.019025681540369987,
0.09195464849472046,
0.1016601026058197,
0.03142009302973747,
-0.06373021006584167,
-0.009234740398824215,
0.04195686802268028,
0.0743216797709465,
-0.004167722538113594,
0.023604437708854675,
0.07606135308742523
] | p | Many potential applications are not mentioned here, this is a space to go further into the subject. | [
"articles",
"articles/neural-search-tutorial"
] | 6,749 |
[
"Neural Search Tutorial - Qdrant",
"Conclusion"
] | /articles/neural-search-tutorial/ | html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(57) | [
-0.08635316044092178,
-0.13253140449523926,
0.01512988843023777,
-0.009307396598160267,
0.013060303404927254,
0.0008942176937125623,
0.009124204516410828,
0.04946724325418472,
-0.03378785029053688,
-0.06040820851922035,
-0.027395382523536682,
0.035464927554130554,
0.022060170769691467,
0.06221369653940201,
-0.0650249719619751,
-0.027178945019841194,
0.00845896266400814,
0.06968071311712265,
-0.02729324996471405,
-0.002780452137812972,
0.00978313572704792,
-0.011881910264492035,
0.03456520289182663,
0.036026351153850555,
-0.0166466124355793,
-0.05504734441637993,
0.036899130791425705,
-0.022992484271526337,
-0.008817888796329498,
-0.0255427248775959,
0.055126264691352844,
0.02070360817015171,
0.010582114569842815,
0.09873500466346741,
-0.10742592811584473,
0.06337087601423264,
-0.0896306112408638,
0.0019300970016047359,
-0.009026777930557728,
-0.028798000887036324,
-0.03841700777411461,
-0.017313875257968903,
-0.013105764053761959,
0.02786356583237648,
0.09538397192955017,
0.03452466428279877,
-0.06974245607852936,
-0.026027770712971687,
0.04275115206837654,
0.0024182426277548075,
-0.11132066696882248,
-0.0817103236913681,
-0.0546761117875576,
0.062024205923080444,
0.023588726297020912,
0.009270750917494297,
0.005958238150924444,
0.004123444203287363,
-0.020235368981957436,
-0.1000339463353157,
0.06976021826267242,
-0.08142326772212982,
-0.009758802130818367,
0.001869711559265852,
0.03502977266907692,
0.0075710006058216095,
0.044081978499889374,
0.11352880299091339,
0.05858386307954788,
-0.10405102372169495,
0.044624797999858856,
0.08739995211362839,
-0.06950902938842773,
0.05013762041926384,
-0.05114080384373665,
0.04856301099061966,
0.0791100487112999,
0.03850746527314186,
0.01693577691912651,
-0.025860676541924477,
-0.06260709464550018,
-0.005566318053752184,
0.01915585994720459,
0.022359061986207962,
0.03600684925913811,
-0.027800818905234337,
0.009721975773572922,
-0.0349065326154232,
0.023858338594436646,
-0.028108704835176468,
0.01549744326621294,
0.046850670129060745,
0.03657954931259155,
-0.12573359906673431,
0.03531872481107712,
-0.022024473175406456,
0.037376876920461655,
-0.023671722039580345,
0.005547471344470978,
0.026641393080353737,
-0.024454299360513687,
0.005953142419457436,
-0.00021227030083537102,
-0.046965084969997406,
0.008194058202207088,
0.0996624156832695,
0.005395288113504648,
-0.04569071903824806,
0.11835549026727676,
-0.12474033981561661,
-0.09715718030929565,
0.06534915417432785,
-0.0027934827376157045,
-0.005881818942725658,
0.1221705973148346,
-0.040139339864254,
0.05259346589446068,
-0.006940619088709354,
0.06613481044769287,
0.057545773684978485,
-0.0750347375869751,
0.02409438043832779,
-0.057405564934015274,
-0.034269582480192184,
-0.009015653282403946,
0.00218506739474833,
-0.08846788108348846,
-3.8463166982263754e-34,
-0.013309098780155182,
0.007202161010354757,
-0.011297631077468395,
0.05578804388642311,
0.012096649035811424,
-0.031238563358783722,
0.008204205892980099,
0.06826888769865036,
-0.0020588140469044447,
-0.06641348451375961,
-0.10941481590270996,
0.09262953698635101,
0.019877148792147636,
0.07976969331502914,
-0.028357697650790215,
-0.11101354658603668,
0.008309885859489441,
0.0018810707842931151,
0.015446317382156849,
-0.10431589931249619,
0.022874167189002037,
-0.05617785081267357,
0.03147360309958458,
0.05993496999144554,
0.005926048383116722,
-0.01961781457066536,
0.024371035397052765,
-0.08921374380588531,
0.07660849392414093,
-0.009806197136640549,
-0.038327496498823166,
0.0742877945303917,
-0.05800219997763634,
0.018996676430106163,
0.06605049967765808,
0.03810255974531174,
0.03519340977072716,
-0.007019467651844025,
0.0009110522805713117,
0.03491257503628731,
-0.038203589618206024,
-0.05351957306265831,
-0.013582945801317692,
-0.042211443185806274,
0.0195842944085598,
-0.04458656162023544,
0.02052212320268154,
-0.05870819464325905,
0.09157419204711914,
-0.09636301547288895,
-0.012455125339329243,
0.03047863207757473,
-0.04987379163503647,
-0.013774844817817211,
0.07323180884122849,
0.020027348771691322,
0.020760569721460342,
0.01071174070239067,
-0.013137086294591427,
0.012565946206450462,
0.03447936475276947,
0.02781493030488491,
0.057253651320934296,
-0.06468085199594498,
-0.09893754869699478,
-0.0023205745965242386,
-0.06226488575339317,
-0.02616559900343418,
0.0471060611307621,
0.039219073951244354,
0.05564237758517265,
0.08816118538379669,
-0.013621664606034756,
-0.06173313409090042,
0.004878002218902111,
-0.01834065280854702,
-0.039534129202365875,
-0.061202019453048706,
-0.026575187221169472,
0.019526978954672813,
-0.07341188937425613,
-0.03721882030367851,
-0.05949128419160843,
-0.08289455622434616,
0.03581018000841141,
-0.03218817710876465,
0.07885194569826126,
-0.10732630640268326,
0.0186111219227314,
-0.036427296698093414,
-0.03357904776930809,
0.014568908140063286,
0.07287821918725967,
0.04998147487640381,
0.04026981443166733,
6.596568484612471e-34,
-0.10871545970439911,
0.0014634480467066169,
-0.06391865015029907,
0.05679308623075485,
-0.0031843790784478188,
0.04818592593073845,
-0.06845986843109131,
-0.03453279659152031,
-0.006134097930043936,
0.03963891789317131,
-0.03642726689577103,
-0.001016623224131763,
0.0016425901558250189,
-0.03491048514842987,
-0.08106081187725067,
0.05317813530564308,
0.014488794840872288,
-0.010511813685297966,
-0.010575925931334496,
0.026308350265026093,
-0.004940803162753582,
0.04233991354703903,
-0.13726836442947388,
0.0329560749232769,
0.0325152687728405,
-0.024337565526366234,
0.05074324458837509,
0.035234034061431885,
-0.010660097934305668,
-0.00431567057967186,
-0.03899523615837097,
-0.018011434003710747,
-0.033035758882761,
-0.03475286066532135,
-0.019602809101343155,
0.04389767721295357,
0.0663461834192276,
-0.055575378239154816,
-0.01844186522066593,
-0.03417558968067169,
0.029004501178860664,
0.011273772455751896,
0.014002948999404907,
-0.03989461436867714,
-0.03882501274347305,
-0.016500577330589294,
-0.046485189348459244,
0.04597915709018707,
0.009857009164988995,
0.035078905522823334,
0.11678850650787354,
-0.050582192838191986,
-0.03494681045413017,
-0.0634276270866394,
0.0010804730700328946,
-0.000032241649023490027,
0.01608792133629322,
0.05350078269839287,
0.04137613996863365,
0.052238646894693375,
-0.035143978893756866,
-0.06213052570819855,
0.009663759730756283,
0.051567718386650085,
0.004101817030459642,
-0.0565863735973835,
-0.03018924966454506,
0.0876670703291893,
-0.015929756686091423,
-0.0017578921979293227,
0.043511342257261276,
0.034025926142930984,
0.06768348813056946,
0.04167450591921806,
-0.06357166171073914,
-0.004852707497775555,
0.06715843081474304,
0.004009348340332508,
-0.018637312576174736,
0.002511421451345086,
0.05798909813165665,
-0.016163861379027367,
0.07601374387741089,
0.09675512462854385,
-0.017679788172245026,
0.11621247977018356,
0.035752955824136734,
0.04170828312635422,
0.057435933500528336,
-0.034780047833919525,
-0.03726349398493767,
-0.0033973506651818752,
-0.0019194934284314513,
-0.016226425766944885,
0.025537392124533653,
-2.2644272235083918e-8,
-0.04336417466402054,
-0.02053646743297577,
0.06412222981452942,
0.027055971324443817,
0.08007384091615677,
0.014272702857851982,
0.045436836779117584,
0.022130800411105156,
-0.0869484692811966,
0.04497990012168884,
-0.05438173934817314,
0.026523662731051445,
-0.020056894049048424,
0.022866778075695038,
0.07473122328519821,
-0.03441111370921135,
-0.0221234280616045,
-0.0168764665722847,
0.042994774878025055,
-0.03987370803952217,
0.04806370288133621,
0.05202397704124451,
-0.013304457068443298,
0.12469102442264557,
0.07294359803199768,
-0.018957562744617462,
-0.037173185497522354,
0.010103206150233746,
0.013791598379611969,
-0.03935431316494942,
-0.04409009590744972,
0.04795379936695099,
0.029222866520285606,
-0.0700232982635498,
0.11788108199834824,
0.08809666335582733,
0.019908053800463676,
0.00007891088898759335,
-0.09121400117874146,
0.08423655480146408,
-0.003197763580828905,
0.01641106605529785,
0.09479229897260666,
-0.05740167945623398,
0.019529059529304504,
0.06345763057470322,
0.03392353653907776,
-0.09802766144275665,
-0.003834354691207409,
0.002562875859439373,
-0.010342827066779137,
-0.032845206558704376,
-0.04564300552010536,
0.06940804421901703,
0.06402507424354553,
-0.025736656039953232,
-0.0465194396674633,
-0.04309935122728348,
0.07397104799747467,
0.04367479681968689,
0.057316508144140244,
0.05965913087129593,
-0.08195637166500092,
0.01885150745511055
] | p | Join our Discord community, where we talk about vector search and similarity learning, publish other examples of neural networks and neural search applications. | [
"articles",
"articles/neural-search-tutorial"
] | 6,750 |
[
"Cluster scaling - Qdrant"
] | /documentation/cloud/cluster-scaling/ | html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > h1 | [
0.05379796028137207,
-0.03435218334197998,
-0.03763056918978691,
-0.004692315589636564,
-0.005860066972672939,
-0.019525261595845222,
0.005421353504061699,
-0.00308031402528286,
-0.08072887361049652,
-0.020009413361549377,
-0.002649738220497966,
-0.030395539477467537,
0.026895029470324516,
0.028429489582777023,
-0.03809886425733566,
0.002566593000665307,
-0.006044686771929264,
0.07383454591035843,
-0.08217936754226685,
-0.08083146065473557,
-0.06170288845896721,
-0.07986880838871002,
-0.023629840463399887,
0.03268355876207352,
0.07028382271528244,
0.04624226689338684,
0.013236796483397484,
-0.031450945883989334,
0.015790484845638275,
-0.039094336330890656,
0.04196922481060028,
0.06130217760801315,
0.06092800572514534,
0.003171852556988597,
-0.054019637405872345,
0.020943231880664825,
0.0405680388212204,
-0.024431098252534866,
-0.05386123061180115,
0.01289470586925745,
0.03484823554754257,
0.031801462173461914,
-0.00673187430948019,
-0.00024403362476732582,
-0.00024363823467865586,
-0.01161192450672388,
-0.06957829743623734,
0.0682816356420517,
-0.061920635402202606,
-0.009253356605768204,
-0.037769585847854614,
-0.015976842492818832,
-0.08035507798194885,
0.01876489818096161,
-0.029614053666591644,
0.035100433975458145,
0.08364354819059372,
-0.04202873632311821,
0.051286257803440094,
-0.04496706277132034,
0.04731255769729614,
-0.022369392216205597,
0.012291522696614265,
0.04124870523810387,
0.06967216730117798,
0.02687806263566017,
0.09312636405229568,
-0.039264168590307236,
-0.022631363943219185,
0.026869608089327812,
0.05110614746809006,
-0.03546195104718208,
0.02264540269970894,
0.036804694682359695,
0.02287648431956768,
0.0036281454376876354,
-0.024179846048355103,
0.00043140671914443374,
0.012526348233222961,
0.04640628397464752,
-0.03615311160683632,
0.028002290055155754,
-0.021021580323576927,
-0.014769593253731728,
0.005728537682443857,
-0.01921367458999157,
-0.011356418952345848,
-0.0816291943192482,
0.02108229137957096,
-0.04266702011227608,
0.0020835797768086195,
0.08467073738574982,
-0.06265097111463547,
0.005055694840848446,
-0.09279819577932358,
-0.058669716119766235,
-0.04334491491317749,
-0.08217160403728485,
0.13221949338912964,
0.1307566910982132,
0.017362093552947044,
-0.006140558514744043,
0.04833647608757019,
0.0035812181886285543,
-0.005190425552427769,
0.03819088265299797,
0.011908660642802715,
0.0330544114112854,
0.05148889124393463,
0.01638723537325859,
0.021175973117351532,
0.05438954383134842,
-0.04406577721238136,
0.016345029696822166,
0.011765142902731895,
-0.03004756197333336,
0.09579847007989883,
0.003550467547029257,
-0.040305834263563156,
0.04426812380552292,
0.024302884936332703,
-0.07999595254659653,
-0.02532394416630268,
0.01538452785462141,
0.04907636716961861,
0.06474220007658005,
-0.09148171544075012,
-6.1682357919171e-34,
-0.023001080378890038,
-0.04816078767180443,
0.047758374363183975,
-0.06506489217281342,
0.020989706739783287,
-0.012566719204187393,
-0.09834402054548264,
-0.05815074220299721,
-0.06937260925769806,
-0.1079096794128418,
-0.0478462390601635,
0.14190980792045593,
0.09830491244792938,
-0.015532552264630795,
0.06055603548884392,
-0.035699546337127686,
0.06432992219924927,
0.12956121563911438,
0.06068778038024902,
-0.11004894226789474,
0.03280732408165932,
-0.06421276181936264,
-0.014010785147547722,
0.02374539151787758,
-0.061508066952228546,
-0.044175222516059875,
-0.0015741679817438126,
-0.05307779088616371,
-0.010554548352956772,
0.004278483800590038,
0.003963754512369633,
0.005535122938454151,
-0.06646586209535599,
0.011893922463059425,
0.01491949986666441,
0.03229137882590294,
0.06912766396999359,
-0.03798976168036461,
0.02300809510052204,
-0.06481272727251053,
-0.017769552767276764,
0.01638699509203434,
0.054817989468574524,
-0.0879608765244484,
-0.021206315606832504,
0.04391354322433472,
0.07087576389312744,
-0.006995913106948137,
-0.04163725674152374,
-0.05900882929563522,
0.022936038672924042,
-0.10180043429136276,
0.0453358069062233,
0.05408504232764244,
0.05743635445833206,
0.05107662081718445,
0.035669948905706406,
-0.05200934037566185,
0.060669198632240295,
0.0630650743842125,
-0.0022148655261844397,
-0.09086824208498001,
-0.02829725854098797,
0.049329724162817,
0.011865776963531971,
-0.012246391735970974,
0.031244760379195213,
0.022284453734755516,
0.0617983378469944,
0.09540893137454987,
0.03969000279903412,
0.06472285091876984,
0.048197731375694275,
0.0491613894701004,
-0.048637595027685165,
-0.0005329735577106476,
-0.0014762113569304347,
0.038328975439071655,
-0.0984773188829422,
0.01925239898264408,
-0.15200234949588776,
-0.006823136005550623,
-0.03910350427031517,
-0.037957627326250076,
-0.036463212221860886,
-0.09802290052175522,
0.039828892797231674,
0.02611670456826687,
-0.06208579242229462,
0.02520449087023735,
-0.05954454094171524,
-0.022225726395845413,
0.11629524827003479,
0.024751752614974976,
-0.07146783173084259,
1.2887807821728623e-33,
-0.11730118840932846,
0.01241401769220829,
0.03301189839839935,
0.0568736307322979,
0.031893014907836914,
0.0004088618152309209,
-0.010914785787463188,
0.0457303524017334,
-0.0355832502245903,
-0.012268493883311749,
-0.014591610059142113,
-0.04421580582857132,
0.027499593794345856,
-0.052751075476408005,
-0.04881671443581581,
-0.0040496354922652245,
0.08704913407564163,
0.015859194099903107,
0.05356661230325699,
0.0021904075983911753,
-0.020575692877173424,
-0.09648273140192032,
-0.008286402560770512,
0.012754826806485653,
0.03177007660269737,
-0.006808445788919926,
-0.06512898951768875,
-0.01913391798734665,
-0.059082649648189545,
-0.02202518843114376,
-0.03847608342766762,
-0.09744966775178909,
0.010832841508090496,
0.004346207715570927,
0.02693256177008152,
0.027821753174066544,
-0.004902124870568514,
-0.021839112043380737,
0.033954404294490814,
0.009994376450777054,
0.0028213539626449347,
0.021948158740997314,
-0.08256854861974716,
-0.027197280898690224,
0.054867569357156754,
-0.003289334010332823,
0.07944074273109436,
0.01100357435643673,
-0.0744638666510582,
0.0013406277867034078,
-0.04128553718328476,
0.020980587229132652,
0.05671223625540733,
-0.006174372509121895,
-0.05076930671930313,
0.09853263199329376,
-0.0263406690210104,
0.05754861608147621,
-0.04867350682616234,
-0.01971660926938057,
0.022689703851938248,
-0.1296597421169281,
-0.05024544522166252,
0.047731611877679825,
-0.03397272154688835,
-0.05903634428977966,
0.09570838510990143,
-0.031406477093696594,
-0.0386170856654644,
0.0507388599216938,
0.010669820941984653,
0.04050126299262047,
0.05795523151755333,
0.033308424055576324,
-0.09226737171411514,
-0.13219918310642242,
0.029224028810858727,
-0.00036979737342335284,
0.04042506217956543,
0.013059685938060284,
-0.03952731192111969,
0.02960796095430851,
-0.03331303969025612,
0.0681777074933052,
-0.004440373741090298,
0.057640381157398224,
0.12710456550121307,
0.06232327222824097,
0.047999124974012375,
0.1022232323884964,
-0.06442872434854507,
-0.0005048865568824112,
-0.027381787076592445,
-0.03304554522037506,
-0.05672319233417511,
-1.0840031983150311e-8,
-0.042493823915719986,
-0.009136589244008064,
-0.021139979362487793,
0.10124649852514267,
0.014585544355213642,
0.009595605544745922,
-0.015368484891951084,
0.08708816021680832,
-0.03990617394447327,
0.08389030396938324,
0.0654832199215889,
-0.06985631585121155,
-0.055747587233781815,
0.06541308015584946,
0.0478096567094326,
0.027857881039381027,
0.0530884712934494,
-0.0304343830794096,
-0.030925782397389412,
0.006911628879606724,
-0.05318928509950638,
0.05789954960346222,
0.014242444187402725,
0.08622734993696213,
0.021048041060566902,
-0.007985317148268223,
0.013033361174166203,
0.05823101848363876,
0.022539189085364342,
-0.054738521575927734,
-0.05027231574058533,
-0.00509511586278677,
0.027458054944872856,
0.0485568605363369,
-0.054350513964891434,
-0.012466986663639545,
-0.042739905416965485,
0.1408216804265976,
0.008441331796348095,
0.03941899910569191,
0.05228109657764435,
0.013648571446537971,
0.04699571430683136,
-0.0005473335622809827,
0.06039239838719368,
0.06000607833266258,
-0.004686696454882622,
0.03255535289645195,
0.04117470234632492,
-0.025353997945785522,
0.03422577306628227,
-0.035806287080049515,
-0.052171122282743454,
0.023686379194259644,
0.010033385828137398,
-0.019518360495567322,
-0.06211484596133232,
-0.015585359185934067,
0.06910622119903564,
0.03181469067931175,
0.04043985530734062,
-0.07120590656995773,
-0.07052003592252731,
-0.03917833790183067
] | h1 | Cluster scaling | [
"documentation",
"documentation/cloud",
"documentation/cloud/cluster-scaling"
] | 6,751 |
[
"Cluster scaling - Qdrant",
"Cluster scaling"
] | /documentation/cloud/cluster-scaling/ | html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(1) | [
0.08547420799732208,
-0.09909561276435852,
-0.009205000475049019,
0.03923114761710167,
0.02301708795130253,
-0.07527141273021698,
-0.12408328056335449,
-0.02027597278356552,
-0.004149063024669886,
0.08742399513721466,
0.04062960669398308,
-0.0033683853689581156,
-0.036859724670648575,
0.017999131232500076,
0.03596760332584381,
0.07017120718955994,
-0.011463991366326809,
-0.1368795782327652,
-0.02221846394240856,
-0.03595639020204544,
-0.0750071331858635,
-0.012772967107594013,
-0.0166153647005558,
0.028871877118945122,
0.015679296106100082,
0.025111310184001923,
-0.030330825597047806,
-0.0592663548886776,
-0.013093548826873302,
-0.019939430058002472,
-0.029400499537587166,
0.06685006618499756,
0.04495762288570404,
0.05245514586567879,
0.09095799922943115,
0.027670199051499367,
0.019960084930062294,
0.024230604991316795,
-0.08676321059465408,
0.01428992860019207,
0.08575389534235,
0.04967140033841133,
-0.06781143695116043,
0.03648132085800171,
-0.005486255045980215,
0.017899515107274055,
-0.024935726076364517,
0.025819353759288788,
0.06329643726348877,
0.017552169039845467,
-0.07073348760604858,
0.08217152953147888,
0.004865781404078007,
0.04852820560336113,
-0.005039639305323362,
0.013521633110940456,
0.01564263179898262,
0.030850568786263466,
0.03675994649529457,
-0.03375329449772835,
0.025814101099967957,
-0.028920786455273628,
0.024735556915402412,
-0.045144181698560715,
-0.04403150826692581,
0.015022924169898033,
0.024945423007011414,
0.03210564702749252,
-0.01996108703315258,
-0.032853398472070694,
0.05775780975818634,
0.07182914763689041,
-0.041305266320705414,
0.07324439287185669,
-0.005384563468396664,
0.021115461364388466,
-0.00375050725415349,
-0.028281185775995255,
0.0974651500582695,
0.04513389989733696,
-0.050229862332344055,
0.026808327063918114,
-0.01272563450038433,
-0.009443298913538456,
-0.06601179391145706,
-0.0379502959549427,
0.020752185955643654,
-0.06945348531007767,
-0.09115557372570038,
-0.0689791813492775,
0.04797431081533432,
0.06704118102788925,
-0.019428953528404236,
0.028027130290865898,
-0.031434349715709686,
-0.0005439019878394902,
-0.07567132264375687,
-0.026186905801296234,
0.04973796755075455,
-0.026050180196762085,
0.021216554567217827,
0.014847200363874435,
0.01846838928759098,
0.08652538061141968,
-0.07545769959688187,
-0.041401881724596024,
-0.004500257782638073,
0.052542757242918015,
-0.016932765021920204,
0.0905621126294136,
0.05068559572100639,
0.07675100862979889,
-0.04030287638306618,
0.022820087149739265,
-0.016441410407423973,
0.06288140267133713,
-0.0635530948638916,
-0.016677379608154297,
-0.13816873729228973,
0.09621342271566391,
0.050930071622133255,
-0.043390966951847076,
-0.05787299573421478,
-0.022460293024778366,
-0.0010645828442648053,
0.02101852558553219,
-0.050122033804655075,
-1.4994947567134807e-33,
-0.014634054154157639,
-0.0533272884786129,
0.05726172775030136,
-0.004276690538972616,
-0.04044580087065697,
-0.04643286392092705,
-0.05426838994026184,
0.018651677295565605,
-0.08604355156421661,
-0.10027255117893219,
-0.09308192133903503,
0.005502822808921337,
0.01712617464363575,
-0.06081477180123329,
0.03731653466820717,
-0.0469595342874527,
0.09100933372974396,
0.10623768717050552,
0.035837315022945404,
-0.05780870094895363,
0.06789185851812363,
-0.08304738998413086,
-0.01420014537870884,
-0.03133697807788849,
-0.03402038291096687,
0.08432233333587646,
0.07942402362823486,
-0.01260347105562687,
0.024857094511389732,
0.01956293359398842,
-0.004235781729221344,
-0.014216283336281776,
0.01992681622505188,
-0.030291711911559105,
0.022410446777939796,
0.02351265959441662,
0.03609905391931534,
-0.017881980165839195,
-0.044415902346372604,
-0.05289537459611893,
0.006902074441313744,
0.04409690201282501,
0.03907305747270584,
-0.060949891805648804,
0.005953414831310511,
0.007117417175322771,
0.06791635602712631,
-0.060161251574754715,
-0.03822776675224304,
0.10344463586807251,
0.03533563017845154,
-0.04697501286864281,
-0.0077806925401091576,
0.07431729882955551,
-0.016505014151334763,
0.05196123942732811,
0.06252457201480865,
-0.04231205955147743,
0.02038632333278656,
0.048806384205818176,
-0.06226460263133049,
-0.09075037389993668,
0.015393917448818684,
0.0062376586720347404,
0.022414684295654297,
0.04156733304262161,
0.04056277126073837,
0.08822749555110931,
0.019175391644239426,
0.08030152320861816,
0.055392082780599594,
0.0007205255096778274,
0.08238895237445831,
0.04388462379574776,
0.0009735627681948245,
-0.09101758152246475,
-0.01488668192178011,
-0.018994903191924095,
-0.11169612407684326,
0.0638030394911766,
-0.03470148518681526,
-0.08637531846761703,
0.008940390311181545,
-0.017799442633986473,
0.019948750734329224,
-0.034528907388448715,
0.003509048605337739,
0.09053375571966171,
-0.051087018102407455,
0.0916747972369194,
0.029198192059993744,
0.01877252757549286,
0.017894653603434563,
0.0018890141509473324,
-0.11375170946121216,
1.1559251249459812e-33,
-0.05377450957894325,
0.010396644473075867,
-0.04539180546998978,
0.012357638217508793,
0.04208214208483696,
0.008318394422531128,
-0.02866591140627861,
0.10829364508390427,
-0.040875405073165894,
-0.0023874156177043915,
0.03115914762020111,
-0.04171928018331528,
0.007505736313760281,
-0.011532320640981197,
-0.060214877128601074,
0.013325494714081287,
0.08325130492448807,
-0.032895371317863464,
0.08411773294210434,
0.00982766505330801,
-0.12944388389587402,
-0.02880200184881687,
0.004125986713916063,
-0.005822597537189722,
0.004422931931912899,
0.04515399783849716,
-0.06928743422031403,
0.06293632835149765,
0.027871128171682358,
0.022617558017373085,
-0.011199167929589748,
-0.03569093346595764,
-0.07907533645629883,
-0.022044122219085693,
0.04402804747223854,
-0.057838957756757736,
0.041336674243211746,
-0.044816240668296814,
-0.009167484939098358,
-0.021945366635918617,
-0.020674478262662888,
0.006935713347047567,
-0.06088673695921898,
-0.03650742769241333,
0.02085157297551632,
-0.07605316489934921,
0.00881830882281065,
-0.00016724743181839585,
-0.0019965926185250282,
0.03282575309276581,
0.0186317078769207,
-0.03044954687356949,
0.05494893714785576,
0.05303596705198288,
-0.023073535412549973,
0.07232774794101715,
0.030554326251149178,
0.1236930713057518,
-0.10007898509502411,
-0.04626457020640373,
0.02355055697262287,
-0.03909018263220787,
-0.07209108024835587,
0.01316368579864502,
0.07008486241102219,
-0.0014981229323893785,
0.07057753950357437,
-0.008821704424917698,
-0.06038138270378113,
0.03973215073347092,
-0.02825157716870308,
0.07666058093309402,
0.013203426264226437,
0.07328169792890549,
-0.0645667314529419,
-0.01783628761768341,
-0.04817553982138634,
-0.022459542378783226,
0.06422106176614761,
0.022427739575505257,
-0.042414046823978424,
0.05365891009569168,
0.014710988849401474,
0.06294918805360794,
0.0633474811911583,
0.018742157146334648,
-0.0008068022434599698,
0.021624809131026268,
-0.050279758870601654,
0.09982309490442276,
-0.08958517760038376,
-0.0548674575984478,
-0.10158856958150864,
0.05042305216193199,
-0.04104460030794144,
-2.38361632654005e-8,
-0.007694894913583994,
-0.013308022171258926,
-0.010936918668448925,
0.07354405522346497,
0.08069338649511337,
-0.04559340700507164,
-0.007739835884422064,
0.08886647969484329,
0.02345234528183937,
0.0035955978091806173,
0.060705721378326416,
-0.01572982221841812,
-0.09594439715147018,
-0.025221729651093483,
0.08950431644916534,
-0.06335141509771347,
-0.00965657364577055,
-0.10803661495447159,
-0.006775839254260063,
-0.02984750084578991,
-0.00701820058748126,
0.013326865620911121,
-0.01314710732549429,
-0.011577804572880268,
0.05100635811686516,
-0.026092972606420517,
0.047164835035800934,
0.050860531628131866,
-0.08745641261339188,
-0.13149407505989075,
-0.013802873902022839,
-0.0740353986620903,
0.010900999419391155,
0.010306199081242085,
-0.008869538083672523,
0.010165447369217873,
-0.018585775047540665,
0.05007859319448471,
0.035164352506399155,
0.00848433282226324,
0.049968086183071136,
0.060360729694366455,
0.0213430467993021,
-0.004748750478029251,
0.01420198380947113,
0.058820489794015884,
-0.03622501716017723,
0.0520421601831913,
0.056226152926683426,
-0.04049314558506012,
0.015315758995711803,
-0.08514285087585449,
-0.0725572481751442,
0.005865642335265875,
0.05998354032635689,
-0.03931182250380516,
-0.03724479675292969,
-0.007931000553071499,
0.023035844787955284,
0.014643353410065174,
0.007188758812844753,
-0.04728091135621071,
-0.10385674238204956,
-0.02899649366736412
] | p | The amount of data is always growing and at some point you might need to upgrade the capacity of your cluster. | [
"documentation",
"documentation/cloud",
"documentation/cloud/cluster-scaling"
] | 6,752 |
[
"Cluster scaling - Qdrant",
"Cluster scaling"
] | /documentation/cloud/cluster-scaling/ | html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(1) | [
-0.0001619158429093659,
0.05796826630830765,
-0.09515734761953354,
-0.041150353848934174,
-0.014491082169115543,
-0.03765766695141792,
-0.0317261777818203,
-0.006802568677812815,
-0.0011542995925992727,
0.04714643582701683,
0.07467493414878845,
0.07194481790065765,
-0.008751394227147102,
0.07380593568086624,
-0.026721986010670662,
-0.05452274903655052,
-0.11086440086364746,
0.04381642863154411,
-0.006664303131401539,
0.049161072820425034,
0.10299999266862869,
-0.07643210887908936,
-0.08818148076534271,
-0.10165753960609436,
0.060143545269966125,
-0.018887436017394066,
-0.019408995285630226,
0.06542843580245972,
-0.03252853825688362,
-0.0802348330616951,
0.03339105471968651,
0.031022313982248306,
-0.041107237339019775,
0.011146857403218746,
-0.0532437264919281,
0.001957678934559226,
-0.05167374387383461,
0.08297694474458694,
-0.000699996598996222,
-0.050899069756269455,
0.0479794517159462,
-0.03689741715788841,
-0.046923231333494186,
0.03253581002354622,
-0.062199607491493225,
0.0009013882372528315,
-0.045517150312662125,
-0.0034636545460671186,
-0.0038492660969495773,
0.0013466408709064126,
-0.024020371958613396,
-0.049405619502067566,
-0.0993676483631134,
0.04305541142821312,
-0.017169391736388206,
0.03851643204689026,
-0.021596670150756836,
-0.0046598338522017,
-0.01904454082250595,
0.021072963252663612,
-0.044076625257730484,
0.05684204399585724,
-0.022337818518280983,
0.06222652643918991,
0.09059149771928787,
-0.012608279474079609,
-0.012970981188118458,
-0.009016072377562523,
-0.007422127295285463,
0.02075047232210636,
0.016939328983426094,
0.009704063646495342,
-0.018951887264847755,
-0.020160412415862083,
0.017902005463838577,
-0.021605420857667923,
0.006904123816639185,
0.07358336448669434,
-0.051466722041368484,
0.013833207078278065,
-0.03904148191213608,
0.010120007209479809,
0.03009106032550335,
0.014044038951396942,
0.0419115386903286,
0.13383473455905914,
-0.04078373685479164,
-0.012503474950790405,
0.050275932997465134,
-0.002198494039475918,
-0.050050292164087296,
0.003838219214230776,
0.0742773711681366,
-0.02020529843866825,
-0.08810292929410934,
-0.04154222086071968,
0.03841869533061981,
0.09495583921670914,
0.036029744893312454,
0.05246451124548912,
-0.05129769444465637,
-0.026304839178919792,
-0.04336220398545265,
-0.045276738703250885,
-0.02028917707502842,
-0.06017757207155228,
0.01605338603258133,
-0.02658591791987419,
-0.011477770283818245,
-0.02040317840874195,
-0.09907978773117065,
0.02334573306143284,
0.10996150225400925,
-0.03919483721256256,
-0.019673174247145653,
0.03175458312034607,
-0.07560348510742188,
0.035502322018146515,
0.04282182455062866,
-0.013082342222332954,
0.054640185087919235,
-0.04280637577176094,
-0.018026145175099373,
-0.024322498589754105,
-0.0016998520586639643,
-0.0005120863788761199,
0.05114511772990227,
-3.651179125860106e-33,
0.04925921931862831,
-0.028877705335617065,
0.06854215264320374,
0.01170144323259592,
-0.01752275973558426,
0.02247452735900879,
-0.04366764426231384,
0.04034588858485222,
-0.013822285458445549,
0.05597161129117012,
0.11530934274196625,
0.02000546082854271,
0.07094431668519974,
0.0037958959583193064,
0.0471242293715477,
-0.05610830709338188,
-0.029368575662374496,
0.11888083815574646,
-0.01447207573801279,
0.015176479704678059,
0.07171352952718735,
-0.004286136478185654,
0.011854111216962337,
0.005631071049720049,
0.09057966619729996,
0.0023724727798253298,
0.05016842111945152,
0.003802347695454955,
-0.014370727352797985,
0.004411651287227869,
0.029867708683013916,
-0.020541803911328316,
-0.024570874869823456,
0.06379339098930359,
0.028053956106305122,
0.07907042652368546,
0.003514633746817708,
-0.05685904249548912,
0.03523584082722664,
-0.013059977442026138,
0.02452884055674076,
-0.03227860853075981,
-0.06117396056652069,
0.009883360005915165,
0.008779572322964668,
0.04504234343767166,
0.06624004244804382,
-0.009934195317327976,
-0.03151334077119827,
0.04450155049562454,
0.06167064234614372,
0.04825830087065697,
-0.000041461928049102426,
-0.01010177657008171,
0.016908492892980576,
-0.000263877707766369,
0.008706527762115002,
-0.0502401739358902,
0.05232376232743263,
0.012329411692917347,
0.0014223724137991667,
0.060150232166051865,
-0.006100764498114586,
0.013762541115283966,
-0.061365947127342224,
0.017485778778791428,
-0.02171976864337921,
-0.06574378907680511,
0.057783618569374084,
-0.049471721053123474,
-0.0773078203201294,
0.0022339390125125647,
-0.046951595693826675,
-0.02177528105676174,
-0.1449330896139145,
-0.0549451969563961,
-0.06587197631597519,
0.01036802027374506,
0.08893552422523499,
-0.010163137689232826,
-0.06211571395397186,
0.047687988728284836,
-0.08699671924114227,
-0.004348388407379389,
0.10553786903619766,
-0.06461119651794434,
-0.006883304100483656,
0.04651803523302078,
-0.017531581223011017,
-0.05901046842336655,
-0.0954965353012085,
0.0027528651989996433,
0.036037858575582504,
-0.06211725249886513,
0.06351587176322937,
1.3431303144961077e-33,
-0.09609878063201904,
-0.08848249912261963,
-0.03981531411409378,
0.06892856955528259,
0.003604807425290346,
0.03822792321443558,
0.12407641857862473,
-0.05329759418964386,
0.0011020536767318845,
0.0694437175989151,
-0.09244074672460556,
-0.015096871182322502,
-0.026546485722064972,
-0.013279402628540993,
-0.022049089893698692,
0.013750297948718071,
-0.08244394510984421,
0.011731275357306004,
-0.05005011335015297,
0.04876178503036499,
-0.11011222004890442,
0.07980871945619583,
0.03625999763607979,
0.07448330521583557,
0.0403587780892849,
0.0066220820881426334,
0.004067596048116684,
0.029877804219722748,
0.004850591067224741,
-0.000722750264685601,
-0.02042880281805992,
-0.035706281661987305,
-0.1471327245235443,
-0.03701607882976532,
-0.04465749114751816,
-0.02580410987138748,
-0.005509539972990751,
0.036980584263801575,
0.007919996045529842,
0.06477073580026627,
0.01872916705906391,
-0.01380665972828865,
0.015542625449597836,
0.008082188665866852,
-0.02495693229138851,
0.044981423765420914,
0.025226116180419922,
-0.05978136509656906,
0.01071499940007925,
-0.0076406411826610565,
-0.01922205090522766,
-0.08503297716379166,
0.034886136651039124,
0.0006871799705550075,
-0.0042038969695568085,
0.031904108822345734,
0.1414731740951538,
-0.05000917613506317,
0.03807731717824936,
0.0224523413926363,
0.098982073366642,
-0.07731668651103973,
0.07840610295534134,
-0.019068969413638115,
0.01609472930431366,
0.023127540946006775,
-0.01748720556497574,
-0.020655391737818718,
-0.1720300316810608,
0.02685120515525341,
-0.011644238606095314,
-0.06917182356119156,
0.031181273981928825,
-0.05060702562332153,
0.050564344972372055,
-0.09709087759256363,
0.0317046083509922,
0.001075315522029996,
-0.09827187657356262,
-0.0861937552690506,
-0.02187085524201393,
-0.06985515356063843,
0.04967884346842766,
0.03457779809832573,
-0.015057223848998547,
-0.04761369526386261,
0.0007507845293730497,
-0.029736340045928955,
0.022495614364743233,
-0.04737066850066185,
-0.1008184626698494,
-0.003003171645104885,
0.09513828903436661,
-0.009062695316970348,
0.009488604962825775,
-2.8135344720681132e-8,
-0.052507396787405014,
-0.08281565457582474,
0.09001675248146057,
0.03847330063581467,
-0.015916097909212112,
0.04694877192378044,
0.01812775805592537,
0.02410539612174034,
0.027805591002106667,
-0.06731496006250381,
-0.004121440462768078,
0.012510696426033974,
-0.019377393648028374,
0.020128866657614708,
0.06332436949014664,
-0.03531113266944885,
-0.0067110382951796055,
-0.002033231081441045,
-0.04958970099687576,
0.019253697246313095,
-0.08951028436422348,
0.01620812527835369,
0.03410857543349266,
0.04815023019909859,
0.04917803779244423,
0.013347835280001163,
-0.07660481333732605,
0.055599141865968704,
0.02380344830453396,
0.03394550830125809,
-0.004560509230941534,
0.025845564901828766,
0.034850187599658966,
0.0774901956319809,
0.00652180565521121,
-0.046571988612413406,
-0.03565651550889015,
0.09216943383216858,
-0.009800096042454243,
0.013590317219495773,
0.0013875974109396338,
0.0017966276500374079,
-0.0866105929017067,
0.0865725502371788,
0.01324086170643568,
0.016914615407586098,
-0.030692938715219498,
-0.12374545633792877,
-0.020164482295513153,
0.01982509344816208,
0.01461974810808897,
-0.05515946447849274,
0.10923067480325699,
0.006578827742487192,
0.10566475987434387,
0.029290683567523956,
0.05847582593560219,
-0.033007845282554626,
0.029411273077130318,
0.10086965560913086,
0.03638595715165138,
-0.0070678479969501495,
0.08556715399026871,
0.021041326224803925
] | p | There are different options for how it can be done. | [
"documentation",
"documentation/cloud",
"documentation/cloud/cluster-scaling"
] | 6,753 |
[
"Cluster scaling - Qdrant"
] | /documentation/cloud/cluster-scaling/ | html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > h2:nth-of-type(1) | [
0.022123396396636963,
0.021241120994091034,
-0.03714244067668915,
-0.06783678382635117,
-0.0912700742483139,
-0.025455469265580177,
-0.06917659193277359,
0.08347149193286896,
-0.016919434070587158,
-0.003036661772057414,
0.007494728080928326,
0.06672874093055725,
0.02592441253364086,
0.04718608781695366,
-0.030160482972860336,
0.05063759535551071,
-0.023242536932229996,
0.1788833737373352,
-0.13962413370609283,
-0.04716001823544502,
-0.03623594343662262,
-0.10620200634002686,
-0.04341009259223938,
-0.00956007931381464,
0.023884057998657227,
0.03000771999359131,
-0.0012939486186951399,
0.021178947761654854,
0.1018415316939354,
-0.06904885917901993,
-0.023839125409722328,
0.03939846530556679,
0.06599119305610657,
-0.0031651719473302364,
-0.05544406175613403,
-0.03401726856827736,
0.03412600979208946,
-0.041274115443229675,
-0.09462448209524155,
0.004581696819514036,
0.028858013451099396,
-0.04883279651403427,
0.024199623614549637,
-0.008798755705356598,
-0.01562190055847168,
-0.01036067120730877,
0.004773812368512154,
0.03497021272778511,
-0.05913553759455681,
-0.02794766053557396,
0.05622514709830284,
-0.030182285234332085,
-0.05574418604373932,
-0.019799618050456047,
0.04401017725467682,
0.014501419849693775,
0.06867173314094543,
-0.06409825384616852,
0.06238860636949539,
-0.02637934871017933,
0.030066799372434616,
0.08868293464183807,
-0.02822466753423214,
0.03382284566760063,
0.04137357696890831,
0.004300334956496954,
-0.023877305909991264,
-0.03693196550011635,
-0.04927907511591911,
0.08512081205844879,
0.0190853513777256,
-0.0806494727730751,
0.06112118065357208,
-0.02129219099879265,
0.059461671859025955,
-0.05451206862926483,
-0.05055149272084236,
-0.022908013314008713,
0.04392911493778229,
-0.002577270846813917,
0.022485259920358658,
0.02132408693432808,
-0.0605940967798233,
0.05537331476807594,
0.005081402137875557,
-0.0005360098439268768,
0.0007141120149753988,
-0.04057813808321953,
0.023626435548067093,
-0.009110606275498867,
0.011252280324697495,
0.04469938576221466,
-0.07866085320711136,
0.054221171885728836,
-0.0799298882484436,
-0.12269480526447296,
-0.04986519739031792,
-0.14136071503162384,
0.019325770437717438,
0.11362814903259277,
0.02122415043413639,
-0.011445422656834126,
0.07912906259298325,
0.03838523104786873,
0.01779029332101345,
-0.017193717882037163,
0.0012079768348485231,
0.029956404119729996,
0.04193919524550438,
0.003637059824541211,
-0.020410284399986267,
-0.00574903329834342,
0.0013658377574756742,
0.036089878529310226,
0.04401671886444092,
-0.0241404976695776,
0.03844776377081871,
-0.04238324984908104,
-0.04666251689195633,
-0.08323805034160614,
-0.015016552992165089,
0.00026917533250525594,
-0.06303511559963226,
-0.03183070197701454,
0.00644685747101903,
0.06925087422132492,
-0.011080252006649971,
-7.1332891032933505e-34,
-0.022130534052848816,
0.015316425822675228,
0.045768652111291885,
0.008138907141983509,
0.04204214736819267,
0.03476003184914589,
-0.09193981438875198,
-0.016963079571723938,
-0.04107174277305603,
0.05075543373823166,
-0.004397510550916195,
0.13032662868499756,
-0.019234340637922287,
0.12323085963726044,
0.036907780915498734,
-0.07249648123979568,
0.0920303538441658,
0.046086303889751434,
-0.06422039121389389,
-0.07671910524368286,
-0.0003836838877759874,
-0.09732547402381897,
-0.010140006430447102,
0.033551111817359924,
-0.0223429836332798,
-0.06800191104412079,
0.03202541545033455,
-0.011497500352561474,
-0.107694610953331,
-0.01282689068466425,
-0.0441114604473114,
-0.03406433388590813,
-0.04213200509548187,
-0.0739092230796814,
0.003366223769262433,
0.0037226758431643248,
0.04791797325015068,
0.0001922169903991744,
0.02497136779129505,
0.012132503092288971,
-0.002226779703050852,
-0.0048340074717998505,
0.009873144328594208,
-0.03773907572031021,
0.00880223698914051,
0.05865536257624626,
0.06902635842561722,
-0.0009878039127215743,
-0.09628414362668991,
-0.0812852531671524,
0.06071199104189873,
0.01486232504248619,
-0.008170509710907936,
-0.040339820086956024,
0.10664301365613937,
-0.019437575712800026,
0.021862288936972618,
0.022552786394953728,
0.0038453564047813416,
0.03435433283448219,
-0.03092430904507637,
-0.09920976310968399,
-0.07970086485147476,
0.05954281985759735,
0.004999781958758831,
-0.028631463646888733,
-0.019890280440449715,
0.012506785802543163,
0.01726722903549671,
0.07041126489639282,
0.06008024886250496,
0.030968980863690376,
0.03643219918012619,
-0.005204129498451948,
-0.0707453042268753,
0.00946152675896883,
-0.005406890530139208,
0.03168357536196709,
0.015860460698604584,
0.031007949262857437,
-0.06907644867897034,
0.05817912146449089,
0.0513901524245739,
-0.10771425068378448,
-0.05129414424300194,
-0.04993516951799393,
0.004306867253035307,
-0.01629340648651123,
-0.021051237359642982,
0.04872802644968033,
-0.12511689960956573,
-0.005667948629707098,
0.11306378990411758,
0.01836910843849182,
-0.010067267343401909,
8.068020170548156e-34,
-0.05444648489356041,
0.025546737015247345,
-0.002801083493977785,
0.0071676005609333515,
-0.015455148182809353,
0.07006708532571793,
0.02623647265136242,
0.0010087875416502357,
-0.09978283941745758,
0.004196470137685537,
0.020631926134228706,
0.036653269082307816,
0.0035554920323193073,
-0.053988538682460785,
0.03911601006984711,
-0.0038233662489801645,
-0.04690885916352272,
0.012820406816899776,
0.03480937331914902,
-0.03176220878958702,
0.04687965661287308,
-0.00934361107647419,
-0.013681259006261826,
0.0847879946231842,
0.08101393282413483,
-0.06126553937792778,
-0.025062937289476395,
0.018573811277747154,
-0.010452400892972946,
0.02445141226053238,
0.004573060665279627,
-0.0668703019618988,
0.0826023742556572,
-0.013332546688616276,
0.014823882840573788,
0.019493581727147102,
0.025543130934238434,
-0.029305780306458473,
-0.002858931664377451,
-0.03979392722249031,
-0.01792074367403984,
0.04553096741437912,
0.008148126304149628,
-0.06934523582458496,
0.054788440465927124,
0.03091423586010933,
0.031599339097738266,
-0.019302595406770706,
-0.03735429048538208,
-0.026355883106589317,
-0.033079102635383606,
0.0462799035012722,
0.07857082039117813,
0.007302191108465195,
-0.030838090926408768,
0.04072915017604828,
-0.04111962392926216,
-0.007437231484800577,
0.011586933396756649,
-0.05942007526755333,
-0.0009703202522359788,
-0.1324920952320099,
-0.047566190361976624,
-0.03118838183581829,
-0.007407872471958399,
0.07449899613857269,
0.09673010557889938,
-0.02333955653011799,
-0.04460988566279411,
0.0228950884193182,
-0.05512497201561928,
0.011445139534771442,
0.07495024055242538,
-0.022959992289543152,
-0.08340371400117874,
-0.13933058083057404,
0.037237491458654404,
0.03248432278633118,
0.055584415793418884,
0.012925217859447002,
-0.015994474291801453,
-0.03333126753568649,
0.022994710132479668,
0.09275870025157928,
-0.08858727663755417,
0.03407219424843788,
0.042924560606479645,
0.09083157777786255,
0.08567507565021515,
0.06428373605012894,
-0.09321865439414978,
0.009820112027227879,
-0.061232518404722214,
-0.062276843935251236,
0.06160380318760872,
-1.1128315158259738e-8,
-0.07232384383678436,
-0.033309902995824814,
0.020357534289360046,
0.08645395189523697,
-0.03330424427986145,
0.02169622853398323,
0.02342701517045498,
0.03601345792412758,
0.015726016834378242,
0.027189573273062706,
-0.016216101124882698,
-0.02889803610742092,
0.015732640400528908,
0.03228097781538963,
0.05124828591942787,
-0.025781530886888504,
0.0480877086520195,
0.03794935345649719,
0.015484481118619442,
-0.00415768614038825,
-0.020217476412653923,
0.10787177830934525,
0.03624160587787628,
0.10458238422870636,
-0.005714899394661188,
-0.020661797374486923,
-0.08474336564540863,
0.054785676300525665,
0.0785897821187973,
-0.04512222856283188,
0.03631526976823807,
0.03837550804018974,
0.08053737878799438,
0.010923282243311405,
0.00719023309648037,
-0.012609237805008888,
-0.023284360766410828,
0.13309666514396667,
0.01531847845762968,
-0.06461384892463684,
0.010265553370118141,
-0.016211191192269325,
0.0550135113298893,
-0.006536449305713177,
0.04217028245329857,
0.04439859092235565,
0.013708841986954212,
0.05617964267730713,
0.012574968859553337,
-0.015340459533035755,
0.04252128303050995,
0.013036158867180347,
0.06501512974500656,
0.042199619114398956,
0.009942685253918171,
-0.020961515605449677,
-0.04484778270125389,
0.03817316144704819,
-0.01718747802078724,
-0.006528322584927082,
0.054319240152835846,
-0.0498989075422287,
-0.12130279093980789,
-0.04603101685643196
] | h2 | Vertical scaling | [
"documentation",
"documentation/cloud",
"documentation/cloud/cluster-scaling"
] | 6,754 |
[
"Cluster scaling - Qdrant",
"Vertical scaling"
] | /documentation/cloud/cluster-scaling/ | html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(2) | [
0.01947924867272377,
-0.01782049983739853,
-0.037316299974918365,
-0.02127792499959469,
-0.05655713006854057,
-0.021171126514673233,
-0.1219097450375557,
0.08906732499599457,
0.04371396824717522,
0.003816830925643444,
0.02539617381989956,
0.10932397842407227,
0.026910455897450447,
-0.010820705443620682,
-0.015703992918133736,
0.050653740763664246,
0.0062192874029278755,
0.10151518881320953,
-0.12606999278068542,
-0.07287584990262985,
0.04997396096587181,
-0.08467099815607071,
-0.10094199329614639,
-0.0030449125915765762,
0.04589230567216873,
0.043291475623846054,
-0.08914390951395035,
-0.007151426747441292,
0.10903150588274002,
-0.020755959674715996,
-0.018610859289765358,
0.08724962174892426,
0.07215525954961777,
0.016426896676421165,
-0.007788940332829952,
0.02904999814927578,
0.022934796288609505,
-0.04425649717450142,
-0.07570816576480865,
0.011192979291081429,
0.042233776301145554,
-0.03048042580485344,
-0.0038567064329981804,
0.014600527472794056,
-0.033643972128629684,
0.01966552995145321,
0.010852868668735027,
-0.017624419182538986,
-0.12011179327964783,
-0.03353966772556305,
0.050720490515232086,
-0.011647763662040234,
-0.05798270180821419,
0.030909210443496704,
0.038143448531627655,
0.02799968048930168,
0.07701094448566437,
-0.03416956588625908,
0.03262363001704216,
-0.004405309911817312,
0.01196253765374422,
0.02109718695282936,
-0.02350085787475109,
0.007474061101675034,
0.005635978188365698,
-0.002859733300283551,
0.017886390909552574,
0.02637053094804287,
-0.02332562394440174,
0.048712700605392456,
0.05000302568078041,
-0.06231145188212395,
0.03283536061644554,
-0.020283859223127365,
0.051390141248703,
-0.02889052778482437,
-0.05600021407008171,
-0.02811829186975956,
0.06703495234251022,
-0.002480905270203948,
0.03270518779754639,
0.048511214554309845,
-0.0671381950378418,
0.02570122666656971,
0.01187567226588726,
0.02804722636938095,
-0.0022118305787444115,
-0.10597387701272964,
-0.012814669869840145,
-0.04980546608567238,
-0.016651399433612823,
0.02316495217382908,
-0.06482729315757751,
0.03358412906527519,
-0.04632978141307831,
-0.13803666830062866,
-0.07179112732410431,
-0.13741013407707214,
0.066211998462677,
-0.006572596728801727,
0.04719603434205055,
0.009840860031545162,
0.07592150568962097,
0.01830611191689968,
0.010481271892786026,
-0.07396816462278366,
-0.03089507669210434,
0.028907444328069687,
0.027525493875145912,
-0.002064788481220603,
-0.0032257174607366323,
0.012942138127982616,
0.028022760525345802,
-0.0020463550463318825,
-0.028593534603714943,
0.023414555937051773,
0.05012115091085434,
-0.022807875648140907,
-0.03252625837922096,
-0.02023148350417614,
0.025409772992134094,
-0.024002693593502045,
-0.06366422772407532,
-0.029210705310106277,
0.006867965683341026,
0.03285134211182594,
-0.035194966942071915,
-4.2938101325111425e-33,
-0.047858621925115585,
-0.059861280024051666,
0.035172998905181885,
0.04898301512002945,
0.03941361978650093,
0.01948695257306099,
-0.08585651963949203,
-0.025683626532554626,
-0.06200684607028961,
0.022685984149575233,
-0.0067157750017941,
0.11793502420186996,
0.035543229430913925,
0.1190822571516037,
0.07538694888353348,
-0.10688643902540207,
0.05187587812542915,
0.09126778692007065,
0.01849355921149254,
-0.07043616473674774,
0.03372693434357643,
-0.04560265317559242,
0.00255677686072886,
0.028460992500185966,
-0.04929382726550102,
-0.04790716618299484,
0.00024664896773174405,
-0.030344145372509956,
-0.08246748149394989,
-0.006155463866889477,
-0.07084543257951736,
-0.022268792614340782,
-0.058748360723257065,
-0.05579408258199692,
0.0022989818826317787,
0.033808380365371704,
0.04764000326395035,
-0.04298729449510574,
0.02260471135377884,
-0.0064682080410420895,
-0.02611715719103813,
-0.018607379868626595,
-0.023020071908831596,
-0.07174985855817795,
0.011226432397961617,
0.023335760459303856,
0.045013897120952606,
-0.033194612711668015,
-0.08190057426691055,
-0.06010759621858597,
0.02078397199511528,
0.011886050924658775,
0.025376038625836372,
-0.00869905948638916,
0.07139400392770767,
-0.002940461039543152,
-0.028318924829363823,
-0.0009680351940914989,
0.0050980704836547375,
0.05460123345255852,
-0.057476453483104706,
-0.11386969685554504,
-0.08726418763399124,
0.1089581772685051,
0.0754549503326416,
-0.03065616823732853,
0.010951565578579903,
0.044829439371824265,
0.05612323060631752,
0.05256631225347519,
0.0634523257613182,
0.0063715605065226555,
0.012294644489884377,
0.02146175131201744,
-0.0327877476811409,
-0.018603675067424774,
-0.03872213885188103,
-0.0037714706268161535,
-0.016809606924653053,
0.012722480110824108,
-0.06514458358287811,
0.027918439358472824,
0.06611422449350357,
-0.08544961363077164,
-0.07415875047445297,
-0.012923425994813442,
-0.00920049287378788,
0.008389233611524105,
-0.029645446687936783,
-0.010861261747777462,
-0.0917757973074913,
-0.037792306393384933,
0.07244093716144562,
0.032518330961465836,
-0.008708450011909008,
1.4618354074619886e-33,
-0.014631411992013454,
-0.005269254557788372,
-0.04919225350022316,
-0.007032308727502823,
0.016202740371227264,
0.029575476422905922,
-0.021010922268033028,
-0.0010313439415767789,
-0.12822496891021729,
-0.05610693246126175,
-0.05567910894751549,
0.026299089193344116,
0.03722947835922241,
-0.023487558588385582,
-0.02363024279475212,
-0.008061512373387814,
-0.07825146615505219,
-0.0379161462187767,
0.030009018257260323,
0.011074711568653584,
0.09430734068155289,
-0.031384341418743134,
0.028169021010398865,
0.04728519171476364,
0.11192132532596588,
-0.0775340348482132,
-0.046882618218660355,
0.02526460587978363,
0.0006775789079256356,
0.043409232050180435,
-0.009547815658152103,
-0.0477161630988121,
0.0673866719007492,
0.026873335242271423,
0.04701993986964226,
0.01714087277650833,
0.0544472299516201,
-0.028659367933869362,
-0.0007075608591549098,
-0.05120820179581642,
-0.04837404936552048,
0.028981737792491913,
0.06160573661327362,
-0.07154854387044907,
0.07221223413944244,
0.02475902810692787,
-0.010383253917098045,
0.01717730611562729,
-0.027573537081480026,
-0.05311145633459091,
-0.016716349869966507,
0.017074640840291977,
0.06794571131467819,
0.06275976449251175,
-0.05845531448721886,
0.015353870578110218,
-0.016742907464504242,
0.025547431781888008,
-0.014989717863500118,
-0.07956930994987488,
0.006178193259984255,
-0.13587141036987305,
-0.009861781261861324,
-0.04867282882332802,
-0.028650302439928055,
0.06958101689815521,
0.08779069781303406,
-0.08006567507982254,
-0.05490448325872421,
-0.001631676685065031,
-0.026418374851346016,
0.05380689725279808,
0.0425398014485836,
-0.00400001835078001,
-0.0965571179986,
-0.08631241321563721,
0.03728356584906578,
0.004100027959793806,
0.000889554969035089,
-0.005643869750201702,
-0.06770569086074829,
-0.030537158250808716,
0.037062957882881165,
0.058620356023311615,
-0.09524993598461151,
-0.009053693152964115,
0.0246343445032835,
0.09846845269203186,
0.05463959649205208,
-0.0037553273141384125,
-0.09197616577148438,
-0.04372619837522507,
-0.11985095590353012,
-0.02714134007692337,
0.007055533118546009,
-2.8240133786994193e-8,
-0.06859627366065979,
-0.02027447521686554,
-0.009871465153992176,
0.0436689555644989,
0.058130618184804916,
-0.003091411432251334,
0.02447466179728508,
0.10522708296775818,
0.07448750734329224,
0.024041905999183655,
-0.001005292753688991,
-0.005178983323276043,
0.03371240943670273,
0.005458563566207886,
0.07655087113380432,
0.02286306768655777,
0.05706699565052986,
0.001042827614583075,
0.03493010252714157,
0.021555110812187195,
-0.012813238427042961,
0.09213873744010925,
0.056707579642534256,
0.055985964834690094,
0.021751774474978447,
-0.056473396718502045,
-0.08183585852384567,
0.059958163648843765,
0.08033812791109085,
-0.09090656787157059,
0.06860684603452682,
0.08086482435464859,
0.06080368161201477,
0.015608551912009716,
0.0048248376697301865,
0.08397413045167923,
0.0004084484535269439,
0.11665825545787811,
-0.003434404730796814,
-0.060446880757808685,
0.0318906307220459,
0.0004954943433403969,
0.05723191797733307,
0.011223020032048225,
0.050496041774749756,
0.0017055030912160873,
-0.05484125763177872,
0.0958159863948822,
0.016370708122849464,
-0.033713970333337784,
0.009837017394602299,
0.06053725257515907,
0.027367550879716873,
0.05310573801398277,
-0.025569695979356766,
-0.037795379757881165,
-0.07204718887805939,
0.0063909911550581455,
-0.003108481876552105,
0.04648875445127487,
0.050709567964076996,
-0.036015357822179794,
-0.06961166858673096,
-0.025303995236754417
] | p | Vertical scaling, also known as vertical expansion, is the process of increasing the capacity of a cluster by adding more resources, such as memory, storage, or processing power. | [
"documentation",
"documentation/cloud",
"documentation/cloud/cluster-scaling"
] | 6,755 |
[
"Cluster scaling - Qdrant",
"Vertical scaling"
] | /documentation/cloud/cluster-scaling/ | html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(3) | [
0.11336389929056168,
0.042424432933330536,
-0.03706999123096466,
0.007925744168460369,
-0.020005494356155396,
0.0042827799916267395,
-0.07486645877361298,
0.05504024773836136,
-0.11901096999645233,
0.020709870383143425,
-0.021644417196512222,
0.03711569681763649,
0.0046392339281737804,
-0.02319033443927765,
0.022118980064988136,
0.055528588593006134,
0.021777447313070297,
0.005716008134186268,
0.009631453081965446,
-0.05354897677898407,
-0.0007087618578225374,
-0.07476457953453064,
-0.036004096269607544,
-0.000540687411557883,
-0.013571690768003464,
0.09871689230203629,
0.009620335884392262,
-0.014267776161432266,
0.027950618416070938,
-0.00003847074549412355,
0.05670596659183502,
0.06641905009746552,
0.02329493686556816,
0.04392293095588684,
0.03906197473406792,
0.06751133501529694,
-0.004223144147545099,
-0.011996190994977951,
-0.04343914985656738,
-0.030645811930298805,
0.057827163487672806,
0.09179827570915222,
-0.07468416541814804,
0.04095758497714996,
0.0785590261220932,
0.006399784702807665,
0.005409080535173416,
0.05560080707073212,
0.018528958782553673,
-0.03954733908176422,
0.012276547029614449,
0.07389110326766968,
-0.015605625696480274,
0.051170431077480316,
-0.06632141768932343,
0.004673052113503218,
0.0031911712139844894,
-0.02681005373597145,
0.004375601653009653,
0.006947686895728111,
0.02421342208981514,
-0.05363239347934723,
0.05488451197743416,
-0.007981215603649616,
-0.04781010374426842,
-0.024427207186818123,
0.05183466523885727,
-0.01688525453209877,
0.06525581330060959,
-0.0013280422426760197,
-0.02812395803630352,
0.02297566644847393,
0.004624210763722658,
0.021970689296722412,
-0.10002876073122025,
0.010873201303184032,
0.012962260283529758,
-0.024320775642991066,
0.034062933176755905,
0.02716750279068947,
-0.024005694314837456,
0.024029426276683807,
0.0034434187691658735,
0.009642955847084522,
-0.038140662014484406,
-0.03257223591208458,
-0.02256876416504383,
-0.06798013299703598,
-0.05615349858999252,
-0.05575409159064293,
0.016113586723804474,
0.08198186755180359,
-0.01621573232114315,
-0.0161869116127491,
0.008687779307365417,
-0.020853208377957344,
-0.07526827603578568,
-0.10481657832860947,
0.05179402977228165,
0.00981318298727274,
0.10137069225311279,
0.025087697431445122,
0.09384115040302277,
0.016923019662499428,
-0.04611005261540413,
-0.0395297110080719,
-0.0013317690463736653,
0.0410182885825634,
-0.04205426946282387,
0.015949159860610962,
-0.006029757671058178,
0.07786789536476135,
-0.012765241786837578,
0.006122462917119265,
0.06512797623872757,
0.04268186166882515,
-0.02498946152627468,
-0.05086794123053551,
-0.0325920507311821,
0.10163756459951401,
0.06148233264684677,
-0.039435889571905136,
-0.017756862565875053,
-0.05087238550186157,
0.009485307149589062,
0.011538585647940636,
-0.10145989805459976,
2.090900107278582e-33,
-0.06588274985551834,
0.01025941502302885,
-0.016634255647659302,
0.010492191649973392,
0.024599594995379448,
-0.010389639995992184,
-0.023116460070014,
0.010846007615327835,
-0.07237439602613449,
-0.06072916463017464,
0.022422533482313156,
-0.03376173973083496,
0.025612443685531616,
-0.008520713075995445,
0.09696459025144577,
-0.07656578719615936,
0.017108554020524025,
0.10430382937192917,
0.09496256709098816,
-0.12533995509147644,
-0.01513167005032301,
0.0010947186965495348,
-0.023767825216054916,
-0.020982438698410988,
-0.010766413994133472,
-0.014808130450546741,
0.07261893898248672,
-0.023263635113835335,
0.009620198979973793,
-0.005259156692773104,
0.0005081597482785583,
-0.06316272169351578,
-0.0743366926908493,
0.01148495078086853,
0.04669609293341637,
-0.024317113682627678,
0.007625832688063383,
-0.048044353723526,
-0.01435124222189188,
-0.03789188712835312,
0.0316535048186779,
0.08085037767887115,
0.02753095142543316,
-0.15469200909137726,
-0.010502146556973457,
0.025078563019633293,
0.10100841522216797,
-0.009710044600069523,
0.03216419741511345,
-0.021819407120347023,
0.07389338314533234,
-0.03001524694263935,
0.025968626141548157,
0.06350741535425186,
0.006822082679718733,
0.042166225612163544,
0.0465860553085804,
-0.04916539415717125,
0.06783200800418854,
0.07204152643680573,
-0.110356904566288,
-0.1489192545413971,
-0.04340788349509239,
0.08572389930486679,
0.030826561152935028,
-0.03271058201789856,
0.0670294538140297,
0.08185604959726334,
-0.030247455462813377,
0.032000087201595306,
-0.045277684926986694,
-0.02626662328839302,
0.09044721722602844,
0.02336018905043602,
-0.060653213411569595,
-0.023923778906464577,
0.04327644407749176,
0.024437546730041504,
-0.147528275847435,
0.0044551268219947815,
-0.008191210217773914,
-0.017788570374250412,
-0.007149095181375742,
0.030551394447684288,
0.02469438873231411,
-0.006322483532130718,
0.05111509561538696,
0.032821349799633026,
-0.037995222955942154,
0.04371585696935654,
-0.017177529633045197,
-0.007974973879754543,
0.04191598296165466,
0.001982174813747406,
-0.04230768606066704,
-1.5108596748695206e-33,
-0.020718611776828766,
-0.030108392238616943,
-0.011373113840818405,
0.02134089544415474,
0.014105827547609806,
-0.02684662863612175,
-0.001993544865399599,
0.06990225613117218,
-0.08982403576374054,
-0.08440390229225159,
-0.024276938289403915,
-0.05743402615189552,
0.14888183772563934,
-0.008453370071947575,
-0.14144864678382874,
0.03080115281045437,
0.033019740134477615,
0.016778593882918358,
0.11229337751865387,
0.055384647101163864,
-0.07030820846557617,
-0.01256922259926796,
0.06776376068592072,
-0.05758048966526985,
0.0399203896522522,
0.009052637964487076,
-0.05518769845366478,
0.05027713626623154,
-0.016666878014802933,
0.034991905093193054,
-0.01181604154407978,
-0.0662035271525383,
-0.008426276035606861,
-0.05586309731006622,
0.04128796607255936,
-0.07242020964622498,
0.036963943392038345,
-0.078304223716259,
0.05874830484390259,
0.014943227171897888,
0.06512808054685593,
-0.030001454055309296,
-0.05853846296668053,
-0.12826938927173615,
0.05704624205827713,
-0.010127400048077106,
-0.04077565670013428,
-0.053318630903959274,
-0.057255327701568604,
-0.02135350927710533,
-0.04280979931354523,
0.0009921673918142915,
0.009867026470601559,
-0.014106876216828823,
0.00013001692423131317,
-0.02674093469977379,
0.05774541199207306,
0.054626915603876114,
0.014431959949433804,
-0.07242337614297867,
0.027353035286068916,
-0.06369136273860931,
-0.047079361975193024,
-0.015293746255338192,
0.004723362624645233,
-0.05403216555714607,
0.062473613768815994,
0.03445734828710556,
-0.1269238442182541,
0.03798660263419151,
-0.010731448419392109,
0.051071010529994965,
0.0006088067311793566,
0.11110769957304001,
-0.06464995443820953,
-0.019942142069339752,
0.04617921635508537,
-0.03722565248608589,
0.08433318138122559,
-0.02637811005115509,
-0.0049882992170751095,
0.07489193230867386,
-0.019525587558746338,
-0.0013449178077280521,
0.04641978442668915,
-0.00034188010613434017,
-0.04895768687129021,
-0.01366441696882248,
-0.05015625059604645,
0.026004109531641006,
-0.08321228623390198,
-0.015513148158788681,
0.0522952638566494,
0.03231509029865265,
-0.04231882095336914,
-3.332116804699581e-8,
0.007837248966097832,
-0.06859362870454788,
0.025741055607795715,
0.0341072604060173,
0.0111839072778821,
-0.06592042744159698,
-0.01746266521513462,
0.1376432627439499,
0.11067024618387222,
0.017058391124010086,
0.06098129600286484,
-0.033751074224710464,
-0.0711413025856018,
0.020350974053144455,
0.026194924488663673,
0.017998233437538147,
-0.008596089668571949,
-0.05410294979810715,
0.011478476226329803,
-0.027710456401109695,
-0.0036267046816647053,
0.007101688999682665,
0.020078806206583977,
0.03358731418848038,
0.13204605877399445,
-0.07831521332263947,
0.08438140898942947,
0.021006936207413673,
-0.03441009670495987,
-0.11997582018375397,
-0.06851997971534729,
-0.023200727999210358,
0.03103182464838028,
0.02325298637151718,
0.008004982024431229,
0.02429928444325924,
-0.05794091895222664,
0.13882538676261902,
0.03065909445285797,
-0.009303382597863674,
0.04033631831407547,
0.07409369945526123,
0.024752071127295494,
-0.04990048706531525,
0.009947611019015312,
-0.008172525092959404,
-0.06249595806002617,
0.00011835942132165655,
0.04445265978574753,
0.011879954487085342,
0.005302663426846266,
0.021218042820692062,
-0.016429919749498367,
0.010273652151226997,
0.03389495611190796,
0.01698664389550686,
-0.05810324475169182,
0.015738481655716896,
0.013085008598864079,
0.04252364858984947,
-0.02285791002213955,
-0.016350461170077324,
-0.07437390089035034,
-0.045149970799684525
] | p | You can start with a minimal cluster configuration of 2GB of RAM and resize it up to 64GB of RAM (or even more if desired) over the time step by step with the growing amount of data in your application. | [
"documentation",
"documentation/cloud",
"documentation/cloud/cluster-scaling"
] | 6,756 |
[
"Cluster scaling - Qdrant",
"Vertical scaling"
] | /documentation/cloud/cluster-scaling/ | html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(3) | [
0.09102637320756912,
-0.04553321748971939,
-0.034848857671022415,
-0.03205451741814613,
0.034064747393131256,
-0.05772901326417923,
-0.11208616942167282,
-0.025459859520196915,
-0.07646913826465607,
-0.0034311553463339806,
0.01226804032921791,
-0.03518984094262123,
0.01069085206836462,
-0.0024252040311694145,
-0.03338315710425377,
0.0030582663603127003,
-0.019764840602874756,
0.041676029562950134,
-0.022811394184827805,
-0.02605600096285343,
-0.01112526748329401,
-0.07307438552379608,
-0.03493789583444595,
0.003165536094456911,
0.014281967654824257,
0.015786247327923775,
-0.051490668207407,
-0.027699705213308334,
0.052384354174137115,
-0.02687741629779339,
0.013254101388156414,
0.055314429104328156,
0.0517277717590332,
0.028023753315210342,
0.006664984859526157,
0.02808593586087227,
-0.02020367793738842,
-0.035977836698293686,
-0.05740601196885109,
0.004327152855694294,
0.10648319125175476,
0.09645602852106094,
0.0121012507006526,
-0.01207463163882494,
-0.02267036773264408,
-0.0008909591124393046,
-0.060910243541002274,
0.06383563578128815,
0.012204994447529316,
-0.019152313470840454,
0.0022056237794458866,
-0.014003231190145016,
-0.056626610457897186,
0.03331295773386955,
-0.03541916608810425,
0.01686396822333336,
0.02040037140250206,
-0.01176250260323286,
0.05184362456202507,
-0.02649707719683647,
0.0045281569473445415,
-0.012101171538233757,
0.05968605354428291,
0.004310016054660082,
0.06799009442329407,
0.03275385871529579,
0.039716936647892,
-0.06472885608673096,
-0.05503270402550697,
0.0017600359860807657,
0.09482608735561371,
-0.04032077640295029,
0.03107401914894581,
0.06313741207122803,
0.011705473996698856,
0.06754947453737259,
-0.044254496693611145,
0.0022489442490041256,
-0.03756660968065262,
0.08008012175559998,
-0.1201038509607315,
0.050625842064619064,
0.01281735859811306,
-0.036545269191265106,
-0.02469591796398163,
0.013929596170783043,
-0.018917491659522057,
-0.11142491549253464,
-0.029277516528964043,
-0.017550582066178322,
0.022408077493309975,
0.05491402745246887,
-0.06423228979110718,
-0.017160993069410324,
-0.058257561177015305,
-0.0774717628955841,
-0.06830310821533203,
-0.03591324761509895,
0.06631874293088913,
-0.006651770789176226,
0.0422486886382103,
-0.02317759022116661,
0.06884494423866272,
0.058621447533369064,
-0.05304499715566635,
0.019885525107383728,
-0.03230338543653488,
0.014390388503670692,
0.028326382860541344,
0.0548509806394577,
0.0591791495680809,
0.0657634511590004,
0.009660257026553154,
0.054471489042043686,
-0.020489800721406937,
0.005439826287329197,
0.038362063467502594,
-0.023766344413161278,
-0.07947732508182526,
0.04555593803524971,
0.02244153618812561,
-0.05185699835419655,
-0.04861520975828171,
-0.004580419976264238,
0.04153914004564285,
0.03928949311375618,
-0.053019460290670395,
8.007394049404496e-34,
-0.04546891152858734,
-0.041646841913461685,
0.03881512209773064,
-0.005557873751968145,
0.0361817330121994,
0.007079779636114836,
-0.09140270948410034,
-0.04404475539922714,
-0.05719881132245064,
-0.120184525847435,
-0.04760871082544327,
0.04234736040234566,
0.07838673889636993,
-0.03546604514122009,
0.019674401730298996,
-0.030987467616796494,
0.07479935139417648,
0.11223062872886658,
-0.00987029355019331,
-0.0905958041548729,
0.029275599867105484,
-0.09099693596363068,
-0.02378910221159458,
-0.001973808277398348,
-0.0648743286728859,
0.003153035417199135,
0.020816974341869354,
0.0010628807358443737,
-0.004240827169269323,
-0.007284571882337332,
-0.04071164131164551,
-0.023688722401857376,
0.03869045525789261,
0.04878167062997818,
0.02122950367629528,
0.03785136714577675,
0.04638458415865898,
-0.01003600750118494,
-0.015658415853977203,
-0.08584198355674744,
0.009842795319855213,
0.03772714361548424,
0.08081738650798798,
-0.0732414573431015,
0.041842009872198105,
0.016900891438126564,
0.05875304341316223,
-0.06312849372625351,
0.0010155286872759461,
-0.021855050697922707,
0.0509667843580246,
-0.06843534111976624,
0.06461735814809799,
-0.0027618082240223885,
0.06342703849077225,
0.03421523794531822,
0.08139993995428085,
-0.02843276970088482,
0.04666043072938919,
0.06470102071762085,
-0.0460977777838707,
-0.13693168759346008,
-0.022762423381209373,
0.060013145208358765,
0.0589839443564415,
0.05625015124678612,
-0.022205015644431114,
0.030258245766162872,
0.009157509543001652,
0.024324996396899223,
0.04493400454521179,
0.06647856533527374,
0.0818215012550354,
0.09242115914821625,
-0.08141510933637619,
-0.04917541891336441,
-0.001101020723581314,
0.0184590183198452,
-0.0849543884396553,
0.07128852605819702,
-0.12555402517318726,
0.02001345530152321,
-0.030304623767733574,
-0.0260921698063612,
-0.0076631042174994946,
-0.09303894639015198,
0.04802204295992851,
0.10015427321195602,
-0.028577791526913643,
0.023275163024663925,
0.06261847913265228,
-0.010954834520816803,
0.08662205189466476,
-0.011020153760910034,
-0.06701948493719101,
-1.531544977530635e-33,
-0.0994190126657486,
0.03771492466330528,
0.029108969494700432,
0.036274585872888565,
0.02431304380297661,
0.036415912210941315,
-0.02070116624236107,
0.043525055050849915,
-0.03060746192932129,
0.020570237189531326,
0.039907969534397125,
-0.03292321041226387,
-0.037045110017061234,
-0.05911879241466522,
-0.09150198847055435,
0.009467942640185356,
0.03945298492908478,
-0.008805729448795319,
0.05005617067217827,
0.007193040568381548,
-0.02833189256489277,
-0.06524903327226639,
0.01321993488818407,
0.056593943387269974,
0.11164969205856323,
-0.039967697113752365,
-0.018928740173578262,
0.0044529736042022705,
-0.04038730263710022,
-0.004275583196431398,
-0.01926600933074951,
-0.09103227406740189,
-0.04655299335718155,
0.00362068647518754,
0.06327071785926819,
-0.06751488894224167,
-0.026691293343901634,
-0.03595956414937973,
0.05653033033013344,
-0.011231265030801296,
-0.04568219184875488,
-0.009184343740344048,
-0.09625837951898575,
-0.03968144580721855,
0.01242595911026001,
-0.03961625695228577,
0.08569785952568054,
-0.015258105471730232,
-0.04771113395690918,
-0.0010407846421003342,
-0.02163834683597088,
0.000731707492377609,
0.05552148073911667,
0.03036658652126789,
-0.03853917866945267,
0.09902898222208023,
0.012983025051653385,
0.15040621161460876,
-0.04816826060414314,
-0.07318402081727982,
0.029949354007840157,
-0.11092773079872131,
-0.04873587563633919,
-0.012049918994307518,
-0.027074385434389114,
-0.021173439919948578,
0.047576822340488434,
0.019780391827225685,
-0.06639101356267929,
0.05687737092375755,
-0.04110534489154816,
0.0857902392745018,
0.049276743084192276,
0.06633837521076202,
-0.07450302690267563,
-0.1082594245672226,
0.031057192012667656,
0.017814205959439278,
0.09525146335363388,
0.020342202857136726,
-0.07201716303825378,
0.05063196271657944,
-0.038814421743154526,
0.06538425385951996,
0.06229395419359207,
0.03549064323306084,
0.07265380769968033,
0.0946747362613678,
-0.00864451378583908,
0.15113967657089233,
-0.043985817581415176,
-0.010382703505456448,
0.029037432745099068,
-0.0012666673865169287,
-0.037798915058374405,
-2.4406364929063784e-8,
-0.04381586238741875,
0.011111973784863949,
-0.04337829723954201,
0.06037089228630066,
-0.019451608881354332,
-0.01996561884880066,
0.03269210830330849,
0.0007679271511733532,
-0.02046830952167511,
0.041127052158117294,
0.03636399284005165,
-0.0604860894382,
-0.06579836457967758,
0.03786483034491539,
0.07796190679073334,
-0.09711966663599014,
0.017743220552802086,
-0.06679190695285797,
-0.0270271934568882,
0.015568080358207226,
-0.061690088361501694,
0.015031980350613594,
-0.0367778018116951,
0.08506033569574356,
0.03070015087723732,
-0.039406534284353256,
-0.04853416606783867,
0.034437987953424454,
-0.05002943053841591,
-0.10201982408761978,
-0.02110043354332447,
-0.005630014464259148,
-0.0006017197156324983,
0.06324537843465805,
-0.05914723500609398,
-0.0014066925505176187,
-0.02319759503006935,
0.15256379544734955,
0.07437101006507874,
0.007120275869965553,
0.016858989372849464,
-0.0035787259694188833,
0.05430995300412178,
-0.002624057000502944,
0.007014154456555843,
0.05929498374462128,
-0.0018383050337433815,
0.006293430458754301,
0.04203599691390991,
-0.004831379279494286,
0.05530361458659172,
-0.04574606940150261,
-0.03004729375243187,
-0.020417457446455956,
0.062470320612192154,
-0.04926391318440437,
-0.04860381782054901,
-0.01827828586101532,
0.04716378077864647,
0.004591174889355898,
-0.0008167608757503331,
-0.03692828118801117,
-0.05766690522432327,
-0.048945460468530655
] | p | If your cluster consists of several nodes each node will need to be scaled to the same size. | [
"documentation",
"documentation/cloud",
"documentation/cloud/cluster-scaling"
] | 6,757 |
[
"Cluster scaling - Qdrant",
"Vertical scaling"
] | /documentation/cloud/cluster-scaling/ | html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(3) | [
0.04533647745847702,
-0.06283705681562424,
-0.006679052021354437,
-0.009639724157750607,
-0.04869212582707405,
-0.0017463057301938534,
-0.15883153676986694,
0.020504269748926163,
-0.05349290370941162,
-0.005408288910984993,
0.02470596320927143,
0.07321100682020187,
-0.011913927271962166,
0.002625113818794489,
0.01949893869459629,
0.05084977671504021,
0.04174519702792168,
0.05325569584965706,
-0.05754650756716728,
-0.05177503079175949,
-0.02835875004529953,
-0.07604538649320602,
-0.032997213304042816,
0.0025155064649879932,
0.02063877135515213,
-0.006438110955059528,
-0.05520579218864441,
0.022013388574123383,
0.04852740094065666,
-0.03380420058965683,
-0.06608465313911438,
0.07664218544960022,
0.06399556994438171,
0.021687891334295273,
0.02664884179830551,
0.0242646262049675,
0.0025771583896130323,
-0.04650762304663658,
-0.08930041640996933,
-0.007946389727294445,
0.08329702913761139,
-0.022067824378609657,
-0.037892233580350876,
-0.009985481388866901,
-0.028826888650655746,
0.007628920953720808,
-0.011727369390428066,
0.00890215765684843,
-0.01344748493283987,
0.020189128816127777,
0.040768470615148544,
0.012326684780418873,
-0.03170212358236313,
0.031003091484308243,
-0.006573389284312725,
0.0895162969827652,
0.06160927563905716,
-0.007526490371674299,
0.07764752954244614,
-0.0033684642985463142,
0.05884997546672821,
0.021113339811563492,
-0.0072363270446658134,
0.02374485321342945,
0.01821536384522915,
0.042276911437511444,
0.01458432525396347,
-0.0175129696726799,
-0.047656748443841934,
0.03056395798921585,
0.07216990739107132,
-0.025503670796751976,
0.0030016594100743532,
-0.018507791683077812,
0.011876950040459633,
0.06900878995656967,
-0.012553408741950989,
-0.037840068340301514,
0.04755941033363342,
0.011701324954628944,
-0.006563819013535976,
0.05780571699142456,
-0.0648975819349289,
0.011645127087831497,
-0.04827054589986801,
-0.017382849007844925,
0.0032322686165571213,
-0.0857793465256691,
-0.020015353336930275,
-0.047857023775577545,
0.036947958171367645,
0.04454585909843445,
-0.020365655422210693,
0.014658868312835693,
-0.12289228290319443,
-0.07516077160835266,
-0.10249469429254532,
-0.07899681478738785,
0.020129961892962456,
0.004147310275584459,
0.04195651039481163,
-0.030168749392032623,
0.048557981848716736,
0.08201007544994354,
-0.05329414829611778,
-0.04187553748488426,
0.016787707805633545,
0.05535585433244705,
0.003047494450584054,
0.08428001403808594,
0.019734710454940796,
0.0927029475569725,
0.03637801110744476,
0.02450632117688656,
-0.04873833432793617,
0.07338549941778183,
0.018667463213205338,
-0.02480810508131981,
-0.06344080716371536,
0.022956201806664467,
0.04418252035975456,
-0.024852290749549866,
-0.015045927837491035,
-0.017126036807894707,
0.04326929152011871,
0.05480114370584488,
-0.04268323630094528,
1.6100458563315527e-35,
0.002693929709494114,
-0.06332312524318695,
0.06212756037712097,
-0.037064146250486374,
0.05111342668533325,
-0.01622634194791317,
-0.11551586538553238,
-0.037590667605400085,
-0.08167290687561035,
-0.06322435289621353,
-0.04237554222345352,
0.055002376437187195,
0.04165671393275261,
0.0044325352646410465,
-0.02352389134466648,
-0.09934821724891663,
0.10060155391693115,
0.10352644324302673,
-0.0166747085750103,
-0.09593000262975693,
0.04769459366798401,
-0.10132602602243423,
-0.0341695174574852,
-0.023803411051630974,
-0.04487522318959236,
0.001691351761110127,
0.06525216996669769,
-0.05951998755335808,
-0.021754123270511627,
0.045293767005205154,
-0.07930479198694229,
-0.030958546325564384,
-0.0286818016320467,
-0.011743556708097458,
-0.0367450974881649,
0.06572776287794113,
0.01593681052327156,
0.005445658229291439,
-0.023152491077780724,
-0.040022265166044235,
-0.030904825776815414,
0.015243243426084518,
0.015457121655344963,
-0.08557282388210297,
0.05818827822804451,
-0.02970590628683567,
0.1153799369931221,
-0.08917535096406937,
-0.03316355124115944,
-0.02162647433578968,
0.029413679614663124,
-0.012062568217515945,
0.006903606466948986,
-0.0032487455755472183,
0.021126924082636833,
0.025626180693507195,
0.021854152902960777,
0.0008105452870950103,
0.006528187543153763,
0.062023818492889404,
-0.04258817806839943,
-0.13058270514011383,
-0.06772243976593018,
0.020024916157126427,
0.0054643768817186356,
0.010397752746939659,
0.00544043118134141,
0.05808725208044052,
-0.03220454975962639,
0.06698344647884369,
0.06533564627170563,
0.030821507796645164,
0.06323115527629852,
0.03786739706993103,
-0.07912994176149368,
-0.012732214294373989,
-0.015973148867487907,
0.04641852527856827,
-0.04833117127418518,
0.08008386939764023,
-0.0010564773110672832,
-0.01865231804549694,
-0.01552480086684227,
-0.07369536906480789,
0.009112528525292873,
-0.060963962227106094,
0.050003767013549805,
0.0432928204536438,
-0.07452544569969177,
0.06881304830312729,
-0.0432475246489048,
-0.03889837488532066,
0.13248096406459808,
0.031747348606586456,
-0.07848258316516876,
-7.601539471926235e-34,
-0.05248168110847473,
-0.010945519432425499,
-0.01831095851957798,
0.01826566271483898,
0.03628348559141159,
0.014348559081554413,
0.022969890385866165,
0.1351468861103058,
-0.1290644258260727,
0.01536519080400467,
0.04122421517968178,
-0.0021230503916740417,
-0.038267772644758224,
-0.043901972472667694,
-0.001744723180308938,
0.0058226073160767555,
0.016025280579924583,
0.017392104491591454,
0.03965121507644653,
0.025445295497775078,
0.0018238144693896174,
-0.04716959968209267,
-0.02039356157183647,
0.06270081549882889,
0.0857706367969513,
-0.023635806515812874,
-0.03313128277659416,
0.045021720230579376,
-0.012368866242468357,
0.014319225214421749,
-0.009245794266462326,
-0.06385646015405655,
-0.05981137230992317,
-0.0012100583408027887,
0.05872530862689018,
-0.027854779735207558,
-0.025980273261666298,
-0.0547858327627182,
-0.004862373229116201,
-0.054033953696489334,
-0.0009563217754475772,
0.04628649353981018,
-0.008315705694258213,
-0.050029266625642776,
0.06595995277166367,
0.00037682169931940734,
0.055256690829992294,
-0.02372713014483452,
-0.04460922256112099,
-0.03216702863574028,
-0.05898844450712204,
-0.027888894081115723,
0.07556629180908203,
0.08253782987594604,
-0.02599072828888893,
0.02201511710882187,
0.06261777877807617,
0.07754639536142349,
-0.096048504114151,
-0.08364658057689667,
0.056749433279037476,
-0.11669309437274933,
-0.06587069481611252,
-0.018115980550646782,
0.06620661169290543,
0.030186977237462997,
0.07946591824293137,
0.009038006886839867,
-0.07545725256204605,
0.028033560141921043,
-0.06544987112283707,
0.0828341469168663,
0.02858629822731018,
0.023688606917858124,
-0.04772805795073509,
-0.10192829370498657,
0.05099068209528923,
-0.008572608232498169,
0.06352190673351288,
-0.03103300929069519,
-0.08167105168104172,
0.001239851932041347,
-0.017052389681339264,
0.04173470661044121,
0.012585105374455452,
0.03681327402591705,
0.01885085180401802,
0.12676918506622314,
0.06269489973783493,
0.09308496862649918,
-0.13792775571346283,
-0.045331891626119614,
-0.03141922876238823,
0.006779730319976807,
-0.010411066003143787,
-2.2534759835934892e-8,
-0.04262957349419594,
-0.0312943235039711,
0.012991184368729591,
0.10345295071601868,
0.023370005190372467,
-0.010047120042145252,
-0.0006624861271120608,
0.08170574903488159,
-0.00044291463564150035,
0.017632486298680305,
0.02590850181877613,
-0.02643495798110962,
-0.027913788333535194,
0.01777639612555504,
0.031316958367824554,
-0.05351005867123604,
0.054601505398750305,
-0.0030657323077321053,
0.01987750455737114,
-0.029075991362333298,
-0.04391517862677574,
0.07219766080379486,
0.01994425244629383,
0.09538593888282776,
0.003732421202585101,
0.0057561988942325115,
0.006508837454020977,
0.05824888497591019,
0.023966534063220024,
-0.11102765798568726,
-0.04376549646258354,
-0.0031745238229632378,
0.038108598440885544,
0.005126838572323322,
-0.07169684767723083,
0.035707660019397736,
-0.013926111161708832,
0.15369340777397156,
0.0443040169775486,
0.006758223287761211,
0.04488823935389519,
0.03904740884900093,
0.002863881178200245,
-0.019679952412843704,
0.026753677055239677,
0.004705342464148998,
0.004526215139776468,
0.07017967104911804,
0.04978165775537491,
-0.019252581521868706,
-0.01387031190097332,
-0.01776786334812641,
0.012649479322135448,
0.042887888848781586,
0.016620852053165436,
-0.0595582090318203,
-0.05962133780121803,
-0.011172064580023289,
0.03020251914858818,
0.028703784570097923,
0.0492740236222744,
-0.07829439640045166,
-0.14137205481529236,
-0.06808439642190933
] | p | Please note that vertical cluster scaling will require a short downtime period to restart your cluster. | [
"documentation",
"documentation/cloud",
"documentation/cloud/cluster-scaling"
] | 6,758 |
[
"Cluster scaling - Qdrant",
"Vertical scaling"
] | /documentation/cloud/cluster-scaling/ | html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(3) | [
-0.04158588871359825,
-0.03568204492330551,
-0.07490511238574982,
0.020045867189764977,
-0.09333731234073639,
-0.045587409287691116,
-0.08434203267097473,
-0.0425916463136673,
0.028459906578063965,
0.02451523207128048,
0.02279471419751644,
0.02237396314740181,
0.07800407707691193,
-0.03385709971189499,
-0.0024405198637396097,
0.0018694981699809432,
0.07451538741588593,
0.018479077145457268,
-0.00787834171205759,
-0.011293561197817326,
-0.030458323657512665,
-0.02414114959537983,
0.00620484771206975,
0.05740858241915703,
-0.011100278235971928,
-0.02995365858078003,
0.00005765402966062538,
-0.036092501133680344,
-0.005547170992940664,
0.0019661381375044584,
-0.048592377454042435,
-0.010138055309653282,
-0.07420545816421509,
0.031613655388355255,
-0.005415802355855703,
-0.03169524297118187,
-0.013650180771946907,
0.07532436400651932,
0.03677940368652344,
-0.042698781937360764,
0.054886963218450546,
0.07237714529037476,
-0.11042073369026184,
0.015409111976623535,
-0.07986647635698318,
-0.030839690938591957,
-0.016989821568131447,
0.05287306383252144,
0.02051357366144657,
0.05835791304707527,
0.016881711781024933,
0.034489426761865616,
-0.04382573440670967,
0.0447222962975502,
0.04849075898528099,
0.11456950753927231,
0.03738318011164665,
0.0019037617603316903,
-0.08316114544868469,
0.05537821352481842,
0.06832613795995712,
-0.058789584785699844,
-0.05247107148170471,
-0.016492826864123344,
-0.012374168261885643,
0.048751767724752426,
0.068238765001297,
0.07913301885128021,
0.04932873323559761,
0.013789519667625427,
-0.013461869210004807,
0.05092403292655945,
-0.052324146032333374,
0.017670223489403725,
-0.05872669070959091,
0.014082172885537148,
-0.01809122785925865,
-0.04793550446629524,
-0.005022203549742699,
0.014576786197721958,
-0.0012492230162024498,
0.07166207581758499,
-0.03468433767557144,
-0.034955836832523346,
-0.021994072943925858,
-0.10109010338783264,
0.06875423341989517,
0.011990359984338284,
-0.015834450721740723,
-0.05331911891698837,
-0.03887469694018364,
0.057602111250162125,
0.12870892882347107,
-0.023368114605545998,
-0.05390031635761261,
0.024737749248743057,
0.0614347830414772,
0.04727363958954811,
0.11059025675058365,
-0.024819672107696533,
0.007822913117706776,
-0.0012204728554934263,
0.023251544684171677,
0.00023294903803616762,
-0.044146470725536346,
-0.12407398223876953,
0.03780760243535042,
-0.06738828867673874,
-0.03825419768691063,
0.0695095881819725,
-0.04905566945672035,
0.08006379753351212,
0.020209310576319695,
0.006581120193004608,
-0.04088019207119942,
0.04490227997303009,
0.010159775614738464,
0.035567011684179306,
-0.10338009893894196,
0.02176617458462715,
0.025367073714733124,
-0.01381041668355465,
0.06364835798740387,
-0.0805918276309967,
0.03206982836127281,
-0.0020130143966525793,
0.03026586025953293,
5.066243357977303e-34,
0.06721437722444534,
-0.06496542692184448,
0.028840813785791397,
-0.017113065347075462,
0.041062142699956894,
-0.0019622487016022205,
0.005929002072662115,
0.015468147583305836,
-0.05213994160294533,
-0.07102766633033752,
0.022719282656908035,
0.016527453437447548,
0.0036907282192260027,
-0.03753885254263878,
-0.015095310285687447,
-0.026931405067443848,
0.04373129457235336,
0.08014637231826782,
0.15270306169986725,
-0.019965173676609993,
0.02922668494284153,
-0.1303769052028656,
-0.003278756281360984,
-0.014996825717389584,
0.05425620824098587,
-0.0052437386475503445,
-0.01722016930580139,
0.031052198261022568,
0.02859240211546421,
-0.029681069776415825,
0.045227255672216415,
-0.0657610222697258,
-0.0205764789134264,
0.0641874372959137,
-0.0038040184881538153,
0.0049538700841367245,
-0.05366760864853859,
-0.035568833351135254,
-0.009935908019542694,
-0.049769092351198196,
0.03822742775082588,
-0.0017203063471242785,
-0.05351342260837555,
-0.014901092275977135,
-0.03293236717581749,
0.000844741181936115,
0.01627763919532299,
-0.053009141236543655,
-0.06140768155455589,
0.02252906747162342,
0.07553597539663315,
-0.016360992565751076,
-0.10178793221712112,
0.019177649170160294,
-0.054083261638879776,
-0.0013219116954132915,
-0.046179771423339844,
-0.09950529038906097,
0.049569711089134216,
0.058368097990751266,
-0.03210591524839401,
-0.08254814147949219,
-0.00947427749633789,
0.04517529532313347,
0.08962970972061157,
-0.005673168692737818,
-0.011477899737656116,
-0.04153125733137131,
0.0006820185808464885,
-0.0041542076505720615,
0.06878973543643951,
-0.015486294403672218,
-0.007169590797275305,
-0.08145660907030106,
-0.022130243480205536,
-0.033978987485170364,
-0.051165420562028885,
0.01032261736690998,
-0.03192683681845665,
0.013255160301923752,
-0.02820340171456337,
-0.05928424745798111,
-0.07956676930189133,
-0.02052026428282261,
0.04414946213364601,
0.01971210166811943,
0.007189330644905567,
0.016494592651724815,
-0.0873742401599884,
0.034634511917829514,
-0.07573091983795166,
0.00702316639944911,
0.032240305095911026,
-0.06698178499937057,
0.07515541464090347,
-9.41685310201369e-34,
-0.032946452498435974,
-0.11936026811599731,
0.04774343967437744,
0.03761928528547287,
0.08977170288562775,
-0.00774906063452363,
-0.025060389190912247,
0.02715420164167881,
-0.07088688015937805,
0.015943408012390137,
-0.04761223495006561,
-0.11610937118530273,
-0.06668727844953537,
-0.043715380132198334,
-0.05450064316391945,
-0.01173940859735012,
0.056309133768081665,
-0.06292420625686646,
0.043808694928884506,
-0.029523121193051338,
-0.024949118494987488,
0.023661846294999123,
-0.02397952228784561,
-0.01533693540841341,
0.018247056752443314,
0.029196033254265785,
-0.13687555491924286,
0.026929838582873344,
0.017705142498016357,
-0.03332218900322914,
0.0061693331226706505,
-0.03642972931265831,
-0.029020868241786957,
-0.11068733781576157,
0.005860540550202131,
0.039576414972543716,
0.01003358792513609,
0.09809185564517975,
-0.04062720388174057,
0.07885494083166122,
0.04754270985722542,
0.015614180825650692,
-0.029002061113715172,
-0.05343010649085045,
0.03871794417500496,
-0.02788727730512619,
-0.06284178048372269,
0.058297865092754364,
-0.019029773771762848,
0.08227541297674179,
-0.018052412196993828,
-0.050528157502412796,
0.047158341854810715,
0.014623262919485569,
0.05730733647942543,
-0.01642191782593727,
0.10655009746551514,
0.00048233868437819183,
0.015567256137728691,
0.08776156604290009,
-0.003537786426022649,
-0.10139334201812744,
0.03409043326973915,
0.09277407824993134,
0.05471966043114662,
0.03473550081253052,
0.06410383433103561,
0.034818269312381744,
-0.019599879160523415,
0.0810140073299408,
0.016369670629501343,
0.06652555614709854,
0.022713685408234596,
-0.006129976827651262,
0.03319837525486946,
-0.11851193010807037,
-0.022572508081793785,
0.01265501044690609,
0.04641442000865936,
-0.02380906417965889,
-0.04175655171275139,
0.07206021249294281,
0.01420681644231081,
0.018615877255797386,
0.024807415902614594,
-0.017505235970020294,
-0.012281562201678753,
-0.00958156492561102,
0.05450110882520676,
0.036848925054073334,
-0.05192067474126816,
-0.05450086668133736,
-0.03236433491110802,
-0.013985296711325645,
-0.013722767122089863,
-2.617749217392884e-8,
-0.03868037089705467,
0.0696936622262001,
0.012789396569132805,
0.05050763487815857,
0.037847425788640976,
0.0041829971596598625,
-0.027191460132598877,
0.059028640389442444,
0.07737705856561661,
-0.03438381105661392,
0.04020390659570694,
-0.0864892452955246,
0.057430367916822433,
0.030898671597242355,
0.053385425359010696,
-0.0589018315076828,
0.09043233096599579,
-0.10989294201135635,
-0.014377106912434101,
0.009572040289640427,
0.02858072519302368,
-0.0020126800518482924,
0.02458549663424492,
0.04799756407737732,
0.07590581476688385,
-0.019153039902448654,
0.11661112308502197,
0.0333600752055645,
0.005846789106726646,
-0.007346768863499165,
-0.041101086884737015,
-0.014228480868041515,
-0.0024793122429400682,
0.029823768883943558,
0.07213032245635986,
-0.06254877895116806,
-0.0031377829145640135,
0.0003308264131192118,
-0.09262311458587646,
-0.0261640977114439,
0.046638038009405136,
-0.012686599045991898,
-0.05145356059074402,
0.019783398136496544,
0.10198566317558289,
-0.044621653854846954,
-0.07863234728574753,
-0.023320453241467476,
0.11488041281700134,
0.050015661865472794,
-0.017402509227395058,
-0.02458096668124199,
0.12102803587913513,
0.044735509902238846,
0.02570173144340515,
0.0068746162578463554,
0.07972968369722366,
-0.032892242074012756,
0.14203432202339172,
0.045169271528720856,
0.017869824543595314,
-0.052277203649282455,
-0.039299752563238144,
0.021636340767145157
] | p | In order to avoid a downtime you can make use of data replication, which can be configured on the collection level. | [
"documentation",
"documentation/cloud",
"documentation/cloud/cluster-scaling"
] | 6,759 |
[
"Cluster scaling - Qdrant",
"Vertical scaling"
] | /documentation/cloud/cluster-scaling/ | html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(3) | [
0.023821700364351273,
-0.022075578570365906,
-0.05653231590986252,
0.0036026937887072563,
-0.029890932142734528,
0.031321313232183456,
-0.14632029831409454,
0.0318906307220459,
-0.0640001967549324,
0.01009192131459713,
0.024943269789218903,
0.06496434658765793,
0.003972513135522604,
0.0060241674073040485,
0.005326211918145418,
0.001553958747535944,
0.03888459876179695,
0.09657268971204758,
-0.059228114783763885,
-0.06252039223909378,
0.0009555177530273795,
-0.1273869425058365,
0.018660161644220352,
-0.009686607867479324,
0.011569946072995663,
0.009160110726952553,
-0.04042496159672737,
0.0110609857365489,
0.07383251935243607,
-0.021253295242786407,
-0.05258968845009804,
0.0865505263209343,
0.09756261855363846,
0.023925868794322014,
-0.007043797057121992,
-0.01778138056397438,
0.01912824809551239,
-0.041502732783555984,
-0.09835705161094666,
-0.0225448589771986,
0.060431353747844696,
-0.033773913979530334,
-0.028677716851234436,
-0.015318626537919044,
-0.054286397993564606,
-0.011772986501455307,
-0.056113351136446,
0.015171268954873085,
-0.07819895446300507,
0.01850575953722,
0.020797990262508392,
-0.054377950727939606,
-0.004936983808875084,
0.001472656149417162,
-0.009726766496896744,
0.0851658508181572,
0.06274000555276871,
-0.03420102968811989,
0.06753098964691162,
-0.027586231008172035,
0.03705215826630592,
0.010163693688809872,
0.009533138014376163,
0.032790858298540115,
-0.0035553770139813423,
0.10118423402309418,
0.018031811341643333,
-0.010814360342919827,
-0.01668825000524521,
-0.007103273179382086,
0.08609696477651596,
-0.07811494916677475,
0.05083202198147774,
-0.06091625988483429,
0.038337867707014084,
0.014764060266315937,
-0.030050717294216156,
-0.027366356924176216,
0.015287295915186405,
0.0038730520755052567,
-0.04126324504613876,
0.03356563672423363,
-0.01998014748096466,
0.07431519031524658,
-0.004683052655309439,
0.03389403596520424,
0.013029220513999462,
-0.07955621927976608,
-0.004707138519734144,
-0.04478731006383896,
-0.040444500744342804,
0.009958931244909763,
-0.09498392045497894,
-0.010226272977888584,
-0.11910918354988098,
-0.11087547242641449,
-0.10218257457017899,
-0.12054185569286346,
0.0450361892580986,
-0.019691599532961845,
0.03473053127527237,
-0.04537946730852127,
0.06282418221235275,
0.029220959171652794,
-0.04081366956233978,
-0.051971435546875,
-0.002018967643380165,
0.023251788690686226,
0.04490986466407776,
0.06709785014390945,
0.029445981606841087,
0.06886570900678635,
0.028552953153848648,
0.00047933211317285895,
-0.04284137859940529,
0.02655629627406597,
0.0896204486489296,
-0.015163792297244072,
-0.0007959769573062658,
-0.04179955646395683,
0.07145977020263672,
-0.04384421929717064,
-0.07576600462198257,
-0.03540554270148277,
0.04382995888590813,
0.06017196178436279,
-0.06945667415857315,
-1.614248535621668e-33,
0.02859668992459774,
-0.06217149645090103,
0.07568255811929703,
-0.022875864058732986,
0.03570614382624626,
0.00568431057035923,
-0.09605000168085098,
-0.03968352451920509,
-0.08636430650949478,
-0.030391553416848183,
0.0008378769271075726,
0.09654567390680313,
0.052570853382349014,
0.03014172613620758,
-0.03175957500934601,
-0.12213771045207977,
0.02698586881160736,
0.10112055391073227,
-0.010549601167440414,
-0.07652923464775085,
0.03420943766832352,
-0.06126999109983444,
-0.019868340343236923,
-0.021809788420796394,
-0.017187708988785744,
0.03123421035706997,
0.06349002569913864,
-0.027198433876037598,
-0.06128467619419098,
0.02120966464281082,
-0.08914069831371307,
-0.00953474547713995,
-0.04297440126538277,
-0.02674023061990738,
-0.03594633564352989,
0.05958966538310051,
-0.03139007091522217,
-0.023552998900413513,
0.0021287251729518175,
-0.002009055810049176,
-0.00575660914182663,
-0.036265354603528976,
-0.000018254919268656522,
-0.04701654613018036,
-0.01158997230231762,
0.04754370078444481,
0.0640946552157402,
-0.0936494767665863,
0.028169335797429085,
-0.05813249573111534,
0.06417946517467499,
-0.05332508683204651,
0.004525224678218365,
-0.05368232727050781,
0.059988752007484436,
0.018749237060546875,
-0.0036440568510442972,
-0.0027654534205794334,
0.003920596092939377,
0.07471931725740433,
-0.007605104707181454,
-0.12122286111116409,
-0.09356899559497833,
0.05758249759674072,
-0.013191581703722477,
0.013236192055046558,
-0.01379945408552885,
0.05796998366713524,
0.019210509955883026,
0.03708355128765106,
0.030152831226587296,
0.0407886728644371,
0.03727065399289131,
0.016515430063009262,
-0.08764674514532089,
0.03175705298781395,
0.0040581002831459045,
0.05062214657664299,
-0.01729448512196541,
0.0997074618935585,
-0.030853815376758575,
-0.04349948465824127,
-0.0008264627540484071,
-0.034461792558431625,
0.03313096612691879,
-0.04470738023519516,
0.010480999946594238,
0.03456685319542885,
-0.02572990581393242,
0.011487221345305443,
-0.01465063076466322,
-0.03688444942235947,
0.11205589771270752,
0.03774460777640343,
-0.034991804510354996,
8.363960056917282e-34,
-0.013355049304664135,
-0.025761431083083153,
-0.04204607754945755,
0.007697979919612408,
-0.006484847981482744,
0.0423119030892849,
0.011438718065619469,
0.0763111487030983,
-0.07266595959663391,
0.005367414094507694,
-0.010330873541533947,
0.001044582691974938,
-0.043049853295087814,
-0.055172961205244064,
-0.040418580174446106,
0.019259510561823845,
-0.0215609073638916,
0.03520852327346802,
0.008904400281608105,
0.04515794292092323,
-0.010728261433541775,
-0.11147098988294601,
0.003137868596240878,
0.043129272758960724,
0.07404287159442902,
-0.05344465747475624,
0.04959496855735779,
0.049848806113004684,
-0.0349290631711483,
-0.028249692171812057,
-0.008398324251174927,
-0.060178596526384354,
-0.019876614212989807,
0.005494371522217989,
0.04500429704785347,
-0.00031815876718610525,
-0.000835587561596185,
-0.05678468570113182,
-0.0034362287260591984,
-0.03611665964126587,
-0.03783350810408592,
0.026505162939429283,
-0.03802047669887543,
-0.0021368456073105335,
0.040421802550554276,
0.0005081690615043044,
0.04006793722510338,
-0.001031816122122109,
-0.05931440740823746,
-0.00790929514914751,
-0.05148062855005264,
-0.013859987258911133,
0.06737159937620163,
0.07441452145576477,
-0.09040739387273788,
0.0453157015144825,
0.03705683350563049,
0.07341582328081131,
-0.04224750027060509,
-0.04300224408507347,
0.05101328343153,
-0.12348348647356033,
-0.05675192549824715,
-0.009887585416436195,
0.045636359602212906,
0.044865790754556656,
0.09092273563146591,
-0.023436836898326874,
-0.10138604044914246,
0.06161443889141083,
-0.08862768113613129,
0.04442080855369568,
0.08166109770536423,
0.014045415446162224,
-0.014382544904947281,
-0.08520189672708511,
0.04759049415588379,
-0.03588194027543068,
0.05089695379137993,
-0.050702620297670364,
-0.001232667244039476,
0.00960251409560442,
0.004376334138214588,
0.07354678213596344,
0.019335893914103508,
0.07937389612197876,
0.0019162859534844756,
0.14882762730121613,
0.08872371912002563,
0.04914198815822601,
-0.14179593324661255,
-0.035250093787908554,
-0.03756369277834892,
-0.018523721024394035,
-0.019201815128326416,
-2.1153208962232384e-8,
-0.031813278794288635,
-0.01628274656832218,
0.015630269423127174,
0.05072098225355148,
0.03034883923828602,
0.048224058002233505,
0.02212871052324772,
0.09619134664535522,
-0.013562820851802826,
0.02506718412041664,
0.015523917973041534,
-0.021308524534106255,
-0.006575564853847027,
0.004285636357963085,
0.10194390267133713,
-0.004602398723363876,
0.059262726455926895,
0.04295511171221733,
0.03003554977476597,
0.0015059971483424306,
-0.04458234831690788,
0.07208994030952454,
0.05506907403469086,
0.12336096167564392,
-0.002022144617512822,
-0.0019837624859064817,
-0.08008120208978653,
0.08207723498344421,
0.028231345117092133,
-0.10874225199222565,
0.01048601046204567,
0.013050971552729607,
0.04317456856369972,
-0.0027548980433493853,
-0.02557363361120224,
0.048054054379463196,
-0.027118604630231857,
0.15317773818969727,
0.04314679279923439,
-0.034742239862680435,
0.03954189270734787,
0.03986304998397827,
-0.01901419274508953,
0.01077461987733841,
0.0486430749297142,
0.09497351944446564,
-0.019014326855540276,
0.030898647382855415,
0.0069814627058804035,
0.015422960743308067,
0.0018845448503270745,
-0.03210293874144554,
0.04436918720602989,
0.06104913726449013,
-0.03741119056940079,
-0.03754200041294098,
-0.044061027467250824,
-0.015400624834001064,
0.02019701898097992,
0.03995256498456001,
0.09352963417768478,
-0.024075357243418694,
-0.07971423119306564,
-0.038389530032873154
] | p | Vertical scaling can be initiated on the cluster detail page via the button “scale up”. | [
"documentation",
"documentation/cloud",
"documentation/cloud/cluster-scaling"
] | 6,760 |
[
"Cluster scaling - Qdrant"
] | /documentation/cloud/cluster-scaling/ | html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > h2:nth-of-type(2) | [
0.02788664400577545,
0.0337972491979599,
-0.037983592599630356,
-0.07412280887365341,
-0.0655469000339508,
-0.015238202176988125,
-0.0401264950633049,
0.03324848413467407,
-0.028368180617690086,
-0.016347358003258705,
0.04221273958683014,
0.03631828352808952,
0.02119251899421215,
0.10120170563459396,
-0.028243809938430786,
-0.01609078049659729,
-0.06617853790521622,
0.15834666788578033,
-0.12995263934135437,
-0.018820922821760178,
-0.022098135203123093,
-0.12181060016155243,
-0.059176232665777206,
-0.014303166419267654,
-0.0005284046637825668,
0.03970671072602272,
0.01854710839688778,
0.013434997759759426,
0.08816928416490555,
-0.10268493741750717,
-0.014482004567980766,
0.04449741914868355,
0.027183732017874718,
-0.01100989431142807,
-0.07032747566699982,
-0.0423719696700573,
-0.0066343010403215885,
-0.03923177719116211,
-0.06976858526468277,
0.04999016225337982,
0.018680691719055176,
-0.01390913687646389,
0.01626688428223133,
0.006686458829790354,
-0.0033105211332440376,
-0.07244504988193512,
-0.0533507838845253,
0.04664062336087227,
-0.018281491473317146,
-0.019610878080129623,
0.031311992555856705,
-0.02368905395269394,
-0.0594843327999115,
0.014926728792488575,
0.017968667671084404,
-0.027128620073199272,
0.0731184184551239,
-0.03011646308004856,
0.069670170545578,
-0.045629214495420456,
0.02816973440349102,
0.0659434050321579,
0.03909720480442047,
0.00028415393899194896,
0.05541568249464035,
-0.02014465630054474,
-0.029785437509417534,
-0.0866757407784462,
-0.0710817500948906,
0.08619735389947891,
0.013320176862180233,
-0.10057949274778366,
0.07083949446678162,
-0.05207035318017006,
0.05635373666882515,
-0.04814077541232109,
-0.06684256345033646,
0.006894207559525967,
-0.0009777828818187118,
-0.02443375065922737,
-0.005667443852871656,
0.055103179067373276,
-0.009757358580827713,
0.06005848944187164,
0.017045894637703896,
0.008917675353586674,
-0.029358724132180214,
-0.03218323364853859,
0.047147512435913086,
-0.0032800042536109686,
-0.004933160264045,
0.0989803820848465,
-0.08659487217664719,
0.027512818574905396,
-0.07192148268222809,
-0.12071368098258972,
-0.0590895339846611,
-0.09217580407857895,
0.011288229376077652,
0.10626157373189926,
0.027125226333737373,
0.012578766793012619,
0.04624016210436821,
0.00984676368534565,
0.03033892810344696,
-0.009321806021034718,
-0.03754110261797905,
0.005131253506988287,
0.09271237254142761,
-0.005649862810969353,
-0.03977438807487488,
0.023366644978523254,
-0.04649278149008751,
0.035704948008060455,
0.068653903901577,
-0.04319610074162483,
0.05515127629041672,
0.01298915408551693,
-0.02440631575882435,
-0.06178131327033043,
0.015552765689790249,
0.0016921177739277482,
-0.07832604646682739,
-0.024919042363762856,
0.013796376995742321,
0.08017409592866898,
-0.003176565980538726,
-1.548034408207787e-33,
-0.04792637750506401,
-0.026005476713180542,
0.03756149485707283,
0.03492281958460808,
0.00946375448256731,
0.0031052452977746725,
-0.083401620388031,
0.009366634301841259,
-0.03604530915617943,
-0.02236342430114746,
0.02385438233613968,
0.12815870344638824,
-0.02755887061357498,
0.060942940413951874,
0.050748229026794434,
-0.08565033972263336,
0.07120399177074432,
0.07235156744718552,
-0.06057203561067581,
-0.05023651942610741,
-0.018008889630436897,
-0.09325893223285675,
0.014636698178946972,
0.0036114000249654055,
0.0006570302066393197,
-0.058841437101364136,
-0.026568559929728508,
-0.00008308448013849556,
-0.07320776581764221,
-0.0214956384152174,
-0.02176910825073719,
-0.04511649161577225,
-0.05047651007771492,
-0.06376302242279053,
0.027962902560830116,
-0.039605140686035156,
0.043437205255031586,
0.0038078196812421083,
0.03932619094848633,
-0.0029021569062024355,
-0.019344568252563477,
-0.008418728597462177,
-0.026016276329755783,
-0.056015077978372574,
-0.0004226974560879171,
0.10109598934650421,
0.08384697884321213,
0.034110356122255325,
-0.0786530151963234,
-0.09505407512187958,
0.05703458935022354,
0.03424610570073128,
0.005373144056648016,
-0.0542282871901989,
0.11055179685354233,
-0.012541576288640499,
0.033068228513002396,
0.04785776138305664,
0.011755297891795635,
0.02522275410592556,
-0.024771111086010933,
-0.09397511929273605,
-0.03537227213382721,
0.056056294590234756,
-0.01066846027970314,
-0.021176917478442192,
-0.043840982019901276,
-0.0043175858445465565,
0.0364459864795208,
0.07558540999889374,
0.044346947222948074,
0.03643800690770149,
0.055845629423856735,
0.04885634034872055,
-0.0720980167388916,
-0.011214085854589939,
-0.02793261781334877,
0.059125300496816635,
0.023030029609799385,
-0.015120508149266243,
-0.10463623702526093,
0.0684475526213646,
0.03340395167469978,
-0.11557014286518097,
-0.038198649883270264,
-0.08255253732204437,
0.008870236575603485,
0.008196054957807064,
-0.00785829033702612,
0.012673682533204556,
-0.10213158279657364,
0.019498653709888458,
0.11331673711538315,
0.017877185717225075,
-0.032878149300813675,
4.4235280463407936e-34,
-0.09369143843650818,
0.013458853587508202,
-0.03739161416888237,
-0.00977520551532507,
-0.012911963276565075,
0.08696259558200836,
0.03521440550684929,
0.016189243644475937,
-0.055192429572343826,
0.053113505244255066,
0.041555676609277725,
0.02663111872971058,
-0.08408500254154205,
-0.08796261996030807,
0.0034545068629086018,
0.009626305662095547,
0.0314234234392643,
0.046759169548749924,
-0.0024342236574739218,
-0.0346759632229805,
0.03520391136407852,
-0.04372585937380791,
-0.053559452295303345,
0.07249768078327179,
0.045103877782821655,
-0.01086893118917942,
-0.024876665323972702,
0.009246595203876495,
-0.033075425773859024,
0.007329873275011778,
-0.03710361570119858,
-0.06141562759876251,
0.1065843254327774,
-0.006087836809456348,
-0.004820730537176132,
0.0012270103907212615,
-0.014017650857567787,
-0.03901590406894684,
0.03477589040994644,
-0.028084032237529755,
-0.006661626510322094,
0.016358960419893265,
0.03559041768312454,
-0.04693344235420227,
0.03766927868127823,
0.004750722553580999,
0.0529782809317112,
0.01590965874493122,
-0.03921139985322952,
0.029782434925436974,
-0.02933560498058796,
0.06841875612735748,
0.07044491916894913,
-0.016365187242627144,
-0.06338229030370712,
0.052240144461393356,
-0.1139935702085495,
-0.013611548580229282,
-0.007139537017792463,
-0.006449356209486723,
-0.019053403288125992,
-0.08690925687551498,
-0.027669785544276237,
-0.010909742675721645,
-0.02806331031024456,
0.03637898340821266,
0.0753600150346756,
-0.08717761933803558,
0.00217655417509377,
0.025309981778264046,
-0.01010861899703741,
0.043876804411411285,
0.05826602876186371,
-0.014820867218077183,
-0.08436993509531021,
-0.15891043841838837,
0.012217046692967415,
0.023225119337439537,
0.0499972403049469,
-0.022478394210338593,
-0.014650462195277214,
-0.03579273074865341,
0.036085065454244614,
0.09534972161054611,
-0.05897590517997742,
0.005123588256537914,
0.04882356524467468,
0.07055322080850601,
0.07420355826616287,
0.07256577908992767,
-0.048179350793361664,
0.0034967204555869102,
-0.024559684097766876,
-0.0491492785513401,
0.05534694343805313,
-1.1463387572518968e-8,
-0.04119197651743889,
-0.04687592014670372,
0.020297374576330185,
0.08518507331609726,
-0.0281178317964077,
0.05334020033478737,
0.05416976660490036,
0.00959868635982275,
-0.015515551902353764,
0.020953767001628876,
-0.017330465838313103,
-0.02551470510661602,
0.0237212423235178,
0.06231033429503441,
0.017799222841858864,
-0.04377890005707741,
0.04159683361649513,
0.041162893176078796,
0.02728196606040001,
-0.020129945129156113,
-0.033952418714761734,
0.07385276257991791,
-0.023344408720731735,
0.12463399767875671,
0.0033013641368597746,
0.006333468947559595,
-0.0907774344086647,
0.101059190928936,
0.06698670983314514,
-0.019840676337480545,
0.024295253679156303,
0.035532545298337936,
0.04437706992030144,
0.06250108778476715,
0.04593520611524582,
-0.05905339494347572,
-0.02291950210928917,
0.1545661836862564,
0.04747408628463745,
-0.034879304468631744,
-0.020532693713903427,
0.009895511902868748,
0.04568909853696823,
-0.008652348071336746,
0.07194165140390396,
0.027213996276259422,
-0.026851914823055267,
0.03770357742905617,
0.012472141534090042,
-0.00836483296006918,
0.08765226602554321,
-0.00215803156606853,
0.03303753212094307,
0.033742692321538925,
0.04337149113416672,
-0.006913444492965937,
-0.02211696282029152,
0.02610599249601364,
-0.036470927298069,
-0.003155481768772006,
0.0494835339486599,
-0.029298704117536545,
-0.08535701781511307,
-0.0053978874348104
] | h2 | Horizontal scaling | [
"documentation",
"documentation/cloud",
"documentation/cloud/cluster-scaling"
] | 6,761 |
[
"Cluster scaling - Qdrant",
"Horizontal scaling"
] | /documentation/cloud/cluster-scaling/ | html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(4) | [
0.04343374818563461,
-0.010700704529881477,
-0.04454516991972923,
-0.036612991243600845,
-0.03410978987812996,
-0.012356983497738838,
-0.16086499392986298,
0.04397767782211304,
-0.008215514943003654,
-0.007803577929735184,
-0.04347722604870796,
0.10645003616809845,
0.013610480353236198,
0.008785754442214966,
0.025479769334197044,
0.027936546131968498,
0.08261105418205261,
0.10056699067354202,
-0.061738912016153336,
-0.04889141023159027,
-0.014152931049466133,
-0.12032785266637802,
-0.028464939445257187,
-0.012777291238307953,
-0.0015716679627075791,
0.027624743059277534,
-0.06370287388563156,
0.0035688707139343023,
0.06480111181735992,
-0.04493405297398567,
-0.009952053427696228,
0.07942432910203934,
0.08109256625175476,
0.011324815452098846,
-0.03573431447148323,
0.019167374819517136,
0.025566568598151207,
-0.03901974856853485,
-0.0733456164598465,
0.0031222885008901358,
0.0799514502286911,
0.008876722306013107,
-0.011728481389582157,
0.01585843786597252,
-0.0436498187482357,
-0.011371209286153316,
-0.02227693237364292,
-0.02633003704249859,
-0.05350065976381302,
-0.027274521067738533,
0.03322112187743187,
0.0028711704071611166,
-0.024123435840010643,
0.02725418470799923,
-0.003525769803673029,
0.049966197460889816,
0.05085144191980362,
-0.04171011596918106,
0.043584585189819336,
-0.0044780876487493515,
0.062021464109420776,
-0.028688179329037666,
0.015189527533948421,
0.005552223883569241,
0.022734373807907104,
0.019260112196207047,
0.03485897183418274,
0.033821143209934235,
-0.019698919728398323,
0.03846757486462593,
0.05792830139398575,
-0.02148260734975338,
0.001217832206748426,
0.013422666117548943,
0.03427916392683983,
0.04555146396160126,
-0.016105158254504204,
-0.027362952008843422,
0.03366027772426605,
0.026087496429681778,
-0.0017696734284982085,
0.05065064877271652,
-0.024973714724183083,
0.025530977174639702,
0.007463584654033184,
-0.03894852474331856,
-0.03891869634389877,
-0.10407505929470062,
-0.04095128923654556,
-0.05860796943306923,
0.042415522038936615,
0.0776703879237175,
-0.03181618079543114,
-0.0033564637415111065,
-0.0861121341586113,
-0.07898973673582077,
-0.10414200276136398,
-0.12006199359893799,
0.048043958842754364,
0.011114168912172318,
0.08175939321517944,
-0.021521087735891342,
0.057009242475032806,
0.023004518821835518,
-0.028532588854432106,
-0.04401113837957382,
0.01459131296724081,
0.04174012318253517,
0.020797155797481537,
0.037012532353401184,
0.021920055150985718,
0.09733594954013824,
0.00950648169964552,
0.009832259267568588,
-0.023460501804947853,
0.029266806319355965,
0.02485240250825882,
-0.042559269815683365,
-0.036430783569812775,
0.024171458557248116,
-0.016376273706555367,
-0.08909273892641068,
-0.017240121960639954,
0.0008168667554855347,
0.0725427195429802,
0.06039422005414963,
-0.10233210772275925,
-3.6411947707178093e-33,
-0.025797924026846886,
-0.004206966143101454,
0.039025481790304184,
-0.04177926108241081,
0.04477470740675926,
0.0058390493504703045,
-0.08943773806095123,
-0.03558220714330673,
-0.06216730177402496,
-0.051222071051597595,
-0.052778441458940506,
0.0761609748005867,
0.047125302255153656,
0.051644232124090195,
0.09300363808870316,
-0.09322840720415115,
0.0642189159989357,
0.127963587641716,
-0.0107312873005867,
-0.09215544909238815,
0.03713606297969818,
-0.12558965384960175,
0.0124442670494318,
-0.0008515316876582801,
0.0020626294426620007,
-0.029850725084543228,
0.058226387947797775,
-0.04454753175377846,
-0.033044639974832535,
0.041682444512844086,
-0.07852819561958313,
-0.057773396372795105,
-0.04112579673528671,
0.0025133886374533176,
0.023092372342944145,
0.0851682499051094,
-0.011732778511941433,
-0.04717100039124489,
-0.024238478392362595,
-0.02534070611000061,
-0.037552639842033386,
0.03986826911568642,
0.035213906317949295,
-0.07275381684303284,
-0.0013272174401208758,
0.05135193467140198,
0.05897780507802963,
-0.048229411244392395,
-0.09458252787590027,
-0.03339875116944313,
0.06572304666042328,
0.011251930147409439,
0.00046395979006774724,
0.03165971860289574,
0.11895906925201416,
0.011735298670828342,
0.030822716653347015,
-0.004520733375102282,
0.039763063192367554,
0.09535080194473267,
-0.08569493144750595,
-0.12656746804714203,
-0.11207541078329086,
0.06187380105257034,
0.01123502291738987,
0.011286871507763863,
0.018021466210484505,
0.07669038325548172,
0.03668084740638733,
0.05391000956296921,
0.06019353121519089,
0.00015911013178993016,
0.028212208300828934,
0.023139456287026405,
-0.08064175397157669,
-0.004571585915982723,
-0.01615743897855282,
0.02381851337850094,
-0.015516608953475952,
0.03519241884350777,
-0.06766505539417267,
0.005930209998041391,
-0.023732813075184822,
-0.05091377720236778,
-0.017352133989334106,
-0.03479234129190445,
0.04229736328125,
0.04657357931137085,
-0.05498591810464859,
0.06835407018661499,
-0.04236593469977379,
-0.004260895308107138,
0.07891795784235,
0.02058354951441288,
-0.0867011770606041,
3.454175088869922e-33,
-0.033346302807331085,
-0.009139285422861576,
-0.03812210634350777,
0.06448857486248016,
0.008646219037473202,
0.004799499176442623,
0.018555857241153717,
0.0021216836757957935,
-0.09311284869909286,
-0.04541163519024849,
-0.006847085431218147,
0.005112555343657732,
0.016702402383089066,
-0.019132284447550774,
-0.04709845781326294,
-0.0030995195265859365,
-0.05197293311357498,
-0.03736921027302742,
0.09518660604953766,
-0.019488194957375526,
0.041217584162950516,
-0.048169251531362534,
0.03523656725883484,
0.05459616333246231,
0.0736098662018776,
-0.02746310457587242,
-0.11759492009878159,
0.003351377323269844,
-0.023779477924108505,
0.007694031111896038,
0.0034586309920996428,
-0.06807312369346619,
0.0012423438020050526,
-0.015279766172170639,
0.07181164622306824,
0.0033305089455097914,
0.030772533267736435,
0.004426309373229742,
0.02292083017528057,
-0.045521218329668045,
-0.022225411608815193,
0.023735031485557556,
-0.015073413960635662,
-0.07174570113420486,
0.04829512909054756,
0.027199113741517067,
0.009735784493386745,
-0.017268741503357887,
-0.03944120928645134,
-0.008269685320556164,
-0.040846772491931915,
-0.029596887528896332,
0.0634726956486702,
0.06161460652947426,
-0.023759035393595695,
-0.015862436965107918,
-0.0047431569546461105,
0.09136829525232315,
-0.035708993673324585,
-0.06066852807998657,
0.02271435782313347,
-0.12174265831708908,
-0.059529174119234085,
-0.010840481147170067,
0.007215315476059914,
0.01285055186599493,
0.1065635159611702,
-0.04786444082856178,
-0.07953023165464401,
0.03806980699300766,
-0.048105258494615555,
0.01559851597994566,
0.04623470827937126,
0.06521188467741013,
-0.11115478724241257,
-0.04688558727502823,
0.06002386286854744,
-0.010458147153258324,
0.04371945932507515,
0.012439812533557415,
-0.11013013124465942,
0.024588827043771744,
-0.005255551543086767,
0.035693008452653885,
0.014972945675253868,
0.04775095358490944,
0.05079996585845947,
0.08536501973867416,
0.04188784211874008,
0.03953586146235466,
-0.09428926557302475,
-0.012817786075174809,
-0.06632218509912491,
0.0019590428564697504,
-0.007224119734019041,
-2.8548834407615686e-8,
-0.03535149246454239,
-0.03942934051156044,
0.003076427150517702,
0.05250457674264908,
-0.010873910039663315,
-0.032510459423065186,
-0.02740398980677128,
0.1304648518562317,
0.05464367941021919,
0.048837222158908844,
0.06911377608776093,
-0.05151321366429329,
-0.056918516755104065,
0.00814317911863327,
0.08394388109445572,
0.032630860805511475,
0.04901700094342232,
-0.033461228013038635,
0.0024946779012680054,
0.03127508983016014,
-0.01987222582101822,
0.10156460106372833,
0.0034882291220128536,
0.0737965777516365,
0.023558249697089195,
-0.00285630882717669,
-0.023076394572854042,
0.0375046581029892,
0.033317506313323975,
-0.1357681304216385,
-0.018881509080529213,
0.018750295042991638,
0.03681303933262825,
0.05075531080365181,
0.007081631571054459,
0.03911537677049637,
-0.04778378829360008,
0.15346604585647583,
0.037388358265161514,
0.013339800760149956,
0.056700192391872406,
0.018171772360801697,
0.031725767999887466,
0.004675970412790775,
0.05052608996629715,
0.03935645893216133,
-0.02257278561592102,
0.10237864404916763,
0.010967853479087353,
0.00933944620192051,
-0.019932962954044342,
-0.007624497637152672,
0.02519872970879078,
0.05571823939681053,
0.004811281803995371,
-0.03346971049904823,
-0.04760654643177986,
-0.05001458898186684,
0.051425348967313766,
0.03993343934416771,
0.0682440772652626,
-0.07845402508974075,
-0.10206423699855804,
-0.033599525690078735
] | p | Vertical scaling can be an effective way to improve the performance of a cluster and extend the capacity, but it has some limitations. | [
"documentation",
"documentation/cloud",
"documentation/cloud/cluster-scaling"
] | 6,762 |
[
"Cluster scaling - Qdrant",
"Horizontal scaling"
] | /documentation/cloud/cluster-scaling/ | html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(4) | [
0.018151160329580307,
0.022189496085047722,
0.002791022416204214,
-0.013349123299121857,
0.009710629470646381,
0.02496197819709778,
-0.16115893423557281,
0.08962758630514145,
0.028855178505182266,
0.006526618264615536,
-0.0066810790449380875,
0.07213979959487915,
0.03947930783033371,
-0.011793884448707104,
0.010799618437886238,
-0.02588135004043579,
0.07230948656797409,
0.05316950008273125,
-0.073112852871418,
-0.0407215878367424,
-0.019948594272136688,
-0.1414252370595932,
-0.06645192950963974,
0.030710022896528244,
0.010775110684335232,
-0.007034591399133205,
-0.052629727870225906,
0.014880307018756866,
0.06039997190237045,
-0.044267866760492325,
-0.003993250895291567,
0.1012386679649353,
0.09670353680849075,
-0.010911093093454838,
-0.029035659506917,
-0.01180021371692419,
0.03887048363685608,
-0.026503337547183037,
-0.12345769256353378,
0.0014178871642798185,
0.06891542673110962,
0.01181061565876007,
-0.023687362670898438,
-0.0019684319850057364,
-0.06126771494746208,
-0.052302151918411255,
-0.0007719341083429754,
-0.06432537734508514,
-0.09062521904706955,
-0.02356443740427494,
0.058280203491449356,
-0.003868094412609935,
-0.03371914476156235,
0.02646283060312271,
-0.011376279406249523,
-0.0039470200426876545,
0.01306832954287529,
-0.03774452954530716,
0.005361620336771011,
0.036987416446208954,
0.0667463168501854,
-0.04075298458337784,
-0.01965930312871933,
-0.02797173522412777,
0.07822414487600327,
-0.011626836843788624,
0.028252895921468735,
0.004490868654102087,
0.002244675997644663,
0.08961886167526245,
0.03584612160921097,
-0.05516276881098747,
-0.017560819163918495,
0.0005636158166453242,
0.05969252064824104,
0.01980198547244072,
0.010511748492717743,
-0.037578027695417404,
0.0032845595851540565,
0.004157654009759426,
0.02228887751698494,
0.07894264906644821,
-0.03193328157067299,
0.06925135105848312,
-0.008100930601358414,
-0.02271149680018425,
-0.04800192266702652,
-0.11495406180620193,
-0.009980928152799606,
-0.07856174558401108,
0.046832162886857986,
0.06509079784154892,
0.010640919208526611,
-0.006733665708452463,
-0.02501312457025051,
-0.061356060206890106,
-0.11582387238740921,
-0.10742455720901489,
0.03839605674147606,
-0.022177595645189285,
0.04793749749660492,
-0.03227757662534714,
0.081855408847332,
0.05674328655004501,
0.005691483151167631,
-0.03871382772922516,
0.02076905220746994,
-0.05756085738539696,
0.017069686204195023,
0.05151456594467163,
-0.005345109384506941,
0.08012489974498749,
0.044376663863658905,
0.0022031054832041264,
-0.05875151976943016,
0.01594717428088188,
0.08069709688425064,
-0.0546877458691597,
-0.02877592295408249,
0.011424766853451729,
0.007735125254839659,
-0.07306940108537674,
0.006761331111192703,
0.024812377989292145,
0.019795581698417664,
0.04403799772262573,
-0.11885090917348862,
-2.7858093884725163e-33,
-0.01226651482284069,
-0.02493869699537754,
0.031467799097299576,
-0.05381232127547264,
0.07443483173847198,
-0.01393921859562397,
-0.06260432302951813,
-0.05272931605577469,
-0.01938890852034092,
-0.011887547560036182,
-0.028385696932673454,
0.08364695310592651,
0.05222020670771599,
0.04065900295972824,
0.13096420466899872,
-0.0902881994843483,
0.07992886006832123,
0.09360235929489136,
0.0024078425485640764,
-0.06785735487937927,
0.010728217661380768,
-0.09971313923597336,
0.008127081207931042,
0.006961863487958908,
-0.022762738168239594,
-0.059388674795627594,
0.010748026892542839,
-0.06651544570922852,
-0.04001915827393532,
0.028003180399537086,
-0.09510109573602676,
-0.05638035014271736,
-0.04170527681708336,
-0.00954677164554596,
0.04853897914290428,
0.10244576632976532,
-0.0011524987639859319,
-0.04776744917035103,
-0.03805634006857872,
-0.03550370782613754,
-0.048267848789691925,
0.01886725425720215,
0.061570677906274796,
-0.04554910585284233,
0.08166786283254623,
0.026930708438158035,
0.10171457380056381,
-0.04409134387969971,
-0.09007544815540314,
-0.046614307910203934,
0.01808847300708294,
0.03586278483271599,
-0.007283599115908146,
0.01113040279597044,
0.12151709198951721,
0.02741868980228901,
0.014288024976849556,
-0.09052231162786484,
0.008972827345132828,
0.07134273648262024,
-0.11555266380310059,
-0.10907052457332611,
-0.06860897690057755,
0.0760137215256691,
0.0010581735987216234,
0.002041563158854842,
0.009403815492987633,
0.05662599951028824,
0.010089127346873283,
0.05215189978480339,
0.04144541919231415,
0.016502168029546738,
-0.03926734998822212,
0.0004697719123214483,
-0.030451606959104538,
0.027377180755138397,
-0.022632623091340065,
0.03208668529987335,
0.03273848816752434,
-0.008822781965136528,
-0.044096700847148895,
0.012965421192348003,
-0.022197436541318893,
-0.03745444491505623,
-0.005520526319742203,
-0.024631347507238388,
0.08999280631542206,
-0.010195046663284302,
-0.05335508659482002,
0.06305676698684692,
-0.03026431053876877,
-0.022215882316231728,
0.06261247396469116,
0.05613628029823303,
-0.033298421651124954,
1.4420589088708537e-33,
-0.06615333259105682,
-0.0030845783185213804,
-0.04000334441661835,
-0.025336140766739845,
-0.031483013182878494,
0.022209279239177704,
0.041942354291677475,
0.03112809732556343,
-0.08111325651407242,
-0.02978428453207016,
-0.00771322101354599,
0.042892936617136,
0.002986019244417548,
-0.026169894263148308,
-0.015443850308656693,
0.005770506802946329,
-0.05019489675760269,
-0.03746591880917549,
0.07731414586305618,
-0.05468510463833809,
0.10065623372793198,
-0.024318775162100792,
-0.018895825371146202,
0.07022566348314285,
0.04775576293468475,
-0.05043221265077591,
-0.14851467311382294,
-0.04069080948829651,
-0.029257364571094513,
0.012180116958916187,
-0.024251369759440422,
0.0013840791070833802,
-0.014283522963523865,
-0.05433567613363266,
0.02307719551026821,
0.008033200167119503,
-0.05147990584373474,
0.013488002121448517,
0.006918630562722683,
-0.07415639609098434,
-0.018544325605034828,
0.04321109876036644,
0.03935549035668373,
-0.10844243317842484,
0.05390896648168564,
0.047113459557294846,
0.02012219838798046,
0.012674997560679913,
-0.024421345442533493,
0.010064327158033848,
-0.04949435591697693,
-0.0026955895591527224,
0.06540470570325851,
0.060769252479076385,
-0.010359660722315311,
0.012897361069917679,
0.02066490612924099,
0.06839539110660553,
-0.014161341823637486,
-0.038677509874105453,
0.037558067589998245,
-0.0983228012919426,
-0.06060996651649475,
-0.001684114569798112,
-0.014414255507290363,
-0.0017864913679659367,
0.10177795588970184,
-0.0015084852930158377,
-0.028929639607667923,
-0.0019364478066563606,
-0.03063209168612957,
0.0063601103611290455,
0.03840212523937225,
0.01677865907549858,
-0.1161632239818573,
-0.004801598843187094,
0.058473020792007446,
0.017709635198116302,
0.01728120818734169,
0.0031323526054620743,
-0.07333295792341232,
-0.008346588350832462,
0.006990633439272642,
0.020317286252975464,
-0.006248363293707371,
0.0037932300474494696,
0.04674732685089111,
0.05970322713255882,
0.059016093611717224,
0.044147443026304245,
-0.08415501564741135,
-0.04741331562399864,
-0.06428580731153488,
-0.005212437827140093,
0.03579419478774071,
-2.2349551542788504e-8,
-0.05479719862341881,
-0.03621654957532883,
0.02841700240969658,
0.021555883809924126,
-0.02973485365509987,
-0.027546778321266174,
0.0066795144230127335,
0.1145043671131134,
0.051852963864803314,
0.10191220045089722,
0.028855198994278908,
-0.02400876209139824,
-0.08895622938871384,
0.05299960821866989,
0.016458364203572273,
0.08106791973114014,
0.06614750623703003,
-0.033280812203884125,
0.012115797959268093,
0.018264221027493477,
-0.038373786956071854,
0.0912608951330185,
-0.037049222737550735,
0.05386778712272644,
-0.036457695066928864,
-0.01291626039892435,
0.0033179468009620905,
0.036380719393491745,
0.025658095255494118,
-0.07134564220905304,
0.0047931969165802,
0.04661642387509346,
0.020993338897824287,
0.1328541487455368,
-0.05440274253487587,
0.05638407915830612,
-0.05613301694393158,
0.15273942053318024,
-0.020960457623004913,
0.014002557843923569,
0.03369332104921341,
0.02619917318224907,
0.04448284953832626,
-0.005788165610283613,
0.047137271612882614,
0.042111847549676895,
-0.015955375507473946,
0.08218397945165634,
0.004234915599226952,
0.013262183405458927,
-0.0035295886918902397,
0.0005872201872989535,
0.04697469621896744,
0.030713031068444252,
0.036933522671461105,
-0.026095513254404068,
-0.030952028930187225,
0.0006198021583259106,
0.03010305017232895,
0.02904449589550495,
0.04653773829340935,
-0.05854704603552818,
-0.11333929747343063,
-0.01755114085972309
] | p | The main disadvantage of vertical scaling is that there are limits to how much a cluster can be expanded. | [
"documentation",
"documentation/cloud",
"documentation/cloud/cluster-scaling"
] | 6,763 |
[
"Cluster scaling - Qdrant",
"Horizontal scaling"
] | /documentation/cloud/cluster-scaling/ | html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(4) | [
0.012848332524299622,
-0.04366360977292061,
-0.025519447401165962,
0.032065074890851974,
0.09511521458625793,
-0.014020279981195927,
-0.08311665058135986,
-0.021646535024046898,
-0.011821484193205833,
0.02672256901860237,
-0.01263382937759161,
0.03379250690340996,
0.04257294163107872,
0.05160738527774811,
0.01721026748418808,
-0.03779539465904236,
0.06968362629413605,
-0.053351446986198425,
-0.016163790598511696,
-0.03390746936202049,
0.009589162655174732,
-0.06424173712730408,
-0.041206832975149155,
0.017115259543061256,
0.00815079640597105,
-0.001119269523769617,
-0.03737344592809677,
-0.021874433383345604,
0.03727788105607033,
-0.007027155719697475,
-0.03148232772946358,
0.1002003401517868,
0.00934393797069788,
0.04049684852361679,
0.029233789071440697,
0.06561367213726044,
-0.002465145895257592,
0.05526687577366829,
-0.034990180283784866,
-0.008232466876506805,
0.037948522716760635,
0.00836233701556921,
-0.08273107558488846,
-0.004258630331605673,
-0.11245043575763702,
-0.04082421213388443,
-0.044668249785900116,
-0.06302665919065475,
-0.022996459156274796,
-0.006148102227598429,
-0.026567522436380386,
-0.02346072345972061,
-0.012996496632695198,
-0.019015347585082054,
-0.03776441514492035,
-0.01365533284842968,
-0.014886656776070595,
-0.006162816192954779,
-0.005866528954356909,
0.012524843215942383,
0.05406784266233444,
-0.04854917526245117,
0.03256629779934883,
-0.03513731807470322,
0.11277259141206741,
-0.007375658024102449,
0.02144123800098896,
0.08794664591550827,
-0.028514239937067032,
0.01456715539097786,
0.02419428713619709,
0.003939639776945114,
-0.035802438855171204,
0.007719424553215504,
0.06375997513532639,
0.08070823550224304,
0.03417790308594704,
0.06262979656457901,
0.0708608627319336,
-0.0009751977631822228,
-0.030324148014187813,
0.03646250441670418,
0.024987343698740005,
-0.011422079987823963,
-0.04306201636791229,
-0.025433406233787537,
-0.05264832079410553,
-0.11398077011108398,
0.07092631608247757,
-0.035243574529886246,
-0.020230768248438835,
0.05517125874757767,
0.056626759469509125,
-0.046429798007011414,
0.02558896504342556,
0.05227528139948845,
-0.04874620586633682,
-0.06505865603685379,
0.011190366931259632,
-0.014368005096912384,
-0.004468921106308699,
0.013930006884038448,
0.03960413485765457,
-0.06429065763950348,
-0.0734550729393959,
-0.05315662920475006,
-0.04434195160865784,
0.02926928736269474,
0.018537549301981926,
0.027814697474241257,
0.02838645502924919,
0.02873268350958824,
0.01653090864419937,
-0.06195877119898796,
-0.04565270617604256,
0.058017317205667496,
0.04717756062746048,
-0.06854473799467087,
0.020206497982144356,
0.05216468498110771,
0.004079686477780342,
-0.09258557111024857,
-0.016425002366304398,
0.012573940679430962,
-0.005794768687337637,
-0.08282217383384705,
-0.1798187494277954,
3.0038077545683866e-34,
-0.03379387781023979,
-0.003996694926172495,
0.012867746874690056,
-0.0532568022608757,
-0.006582162342965603,
-0.038619186729192734,
-0.062507763504982,
-0.00864752009510994,
-0.044045425951480865,
-0.12665046751499176,
-0.005769570358097553,
0.08580920845270157,
0.051377858966588974,
-0.01589416153728962,
0.12479937076568604,
-0.11594396084547043,
0.0638556107878685,
0.10935207456350327,
0.11945826560258865,
-0.06335407495498657,
0.03320566937327385,
-0.03334641456604004,
-0.006816762033849955,
-0.037230320274829865,
-0.01351892575621605,
0.012056277133524418,
0.04525681212544441,
-0.039121851325035095,
0.11233474314212799,
0.002324097789824009,
0.0269105676561594,
0.01794896274805069,
-0.011073878966271877,
0.061020977795124054,
-0.00034884369233623147,
0.0961415246129036,
-0.015422208234667778,
-0.043154001235961914,
0.017471523955464363,
-0.0160988699644804,
-0.06922745704650879,
0.04480229690670967,
0.020806193351745605,
-0.04097432270646095,
0.1265944391489029,
0.04308450222015381,
0.15568001568317413,
-0.06349024921655655,
-0.14290297031402588,
-0.030332159250974655,
-0.0051348828710615635,
-0.00006363952707033604,
0.04728592559695244,
0.06586608290672302,
0.012620930559933186,
0.018454426899552345,
0.04571898281574249,
-0.02568354643881321,
0.08831936866044998,
0.017017804086208344,
-0.07428164035081863,
-0.05938972905278206,
-0.03604109212756157,
0.0746709555387497,
-0.005880239885300398,
0.017610471695661545,
0.05394468456506729,
0.07428016513586044,
0.023998185992240906,
0.07542963325977325,
0.0028954758308827877,
-0.03565981611609459,
-0.025142624974250793,
0.03589051589369774,
-0.016901426017284393,
-0.005751227494329214,
-0.015291710384190083,
0.03220170736312866,
-0.030795417726039886,
-0.002981119090691209,
-0.052913516759872437,
-0.03329175338149071,
-0.04267684742808342,
0.0287272147834301,
0.04441279545426369,
-0.04571808874607086,
0.040175911039114,
0.04824702441692352,
-0.007579713128507137,
0.01656620390713215,
0.015812428668141365,
0.0038164970465004444,
-0.014461208134889603,
0.040713682770729065,
-0.0058923750184476376,
-4.531015984463953e-34,
-0.05053368955850601,
-0.007191130425781012,
-0.004088951274752617,
0.02712584286928177,
0.011879067867994308,
-0.010900948196649551,
0.004581436049193144,
-0.05247640609741211,
0.0023140544071793556,
-0.03251292183995247,
-0.09948353469371796,
-0.026974083855748177,
0.021354351192712784,
0.027491597458720207,
-0.12636040151119232,
-0.03789138421416283,
0.039630018174648285,
0.010212386026978493,
0.046859778463840485,
0.0016827596118673682,
-0.012796127237379551,
0.019244585186243057,
0.0022387865465134382,
0.020850934088230133,
0.010570409707725048,
0.07037552446126938,
-0.11405869573354721,
-0.05809817090630531,
-0.06718470901250839,
0.017370454967021942,
-0.0407392792403698,
-0.03042253479361534,
-0.08658789843320847,
-0.024213125929236412,
0.011687865480780602,
0.024378491565585136,
0.0014167678309604526,
0.03378385677933693,
-0.053710151463747025,
-0.06351513415575027,
0.05299339443445206,
-0.05202807858586311,
-0.06647180020809174,
-0.03760813921689987,
0.03086887300014496,
-0.04650665447115898,
0.021554039791226387,
-0.0773036926984787,
-0.039687078446149826,
0.02120981365442276,
0.024307243525981903,
-0.03964082524180412,
0.04613044857978821,
-0.035803794860839844,
-0.04989428073167801,
-0.00958186760544777,
0.06745318323373795,
0.12347643077373505,
-0.01436581276357174,
-0.033324483782052994,
0.06606992334127426,
-0.008500134572386742,
-0.07297815382480621,
0.016201680526137352,
0.056510016322135925,
-0.03092913329601288,
0.06317482143640518,
-0.021291695535182953,
-0.04694516584277153,
-0.013419515453279018,
0.0034648748114705086,
0.042558666318655014,
-0.0114126056432724,
0.06143259257078171,
-0.07060995697975159,
0.07825221121311188,
0.05429639294743538,
-0.0028768836054950953,
-0.027425017207860947,
0.008924612775444984,
-0.07682152837514877,
-0.022297026589512825,
0.0514226108789444,
-0.047765184193849564,
0.08229365199804306,
0.011128576472401619,
-0.0120156304910779,
0.02477617934346199,
0.000932713330257684,
0.02144400216639042,
-0.1479184478521347,
-0.057930734008550644,
0.018200356513261795,
0.07810807228088379,
-0.04948628693819046,
-2.6577797740401365e-8,
0.048487260937690735,
-0.005197467748075724,
0.02098407782614231,
0.0077338796108961105,
0.04221605136990547,
-0.05846283957362175,
-0.02664395421743393,
0.10320834070444107,
0.038779981434345245,
0.12743708491325378,
0.05024544522166252,
-0.037861417979002,
0.00029371806886047125,
0.06869891285896301,
0.004004852380603552,
0.0764264315366745,
0.05439654365181923,
-0.06917519122362137,
-0.04342202842235565,
-0.034976787865161896,
-0.06174606829881668,
0.0628577247262001,
-0.08726554363965988,
0.08557720482349396,
0.030963558703660965,
-0.013627131469547749,
-0.004477678798139095,
0.029490521177649498,
-0.05152810737490654,
-0.057912249118089676,
-0.03718756511807442,
-0.02203063853085041,
0.002814823528751731,
0.10987957566976547,
0.0155957555398345,
-0.0156252421438694,
-0.12840072810649872,
0.09012165665626526,
-0.03662963956594467,
0.008087251335382462,
-0.020282601937651634,
0.0806693583726883,
0.018896186724305153,
0.05660679191350937,
0.07276418805122375,
0.007924206554889679,
-0.12690989673137665,
0.024810537695884705,
-0.011578027158975601,
-0.01045882049947977,
0.0057350946590304375,
0.013361885212361813,
0.0029776853043586016,
0.01680764928460121,
0.06777752935886383,
-0.009177191182971,
-0.014882072806358337,
0.04164943844079971,
0.002853285288438201,
0.07836128026247025,
0.053935423493385315,
-0.08341379463672638,
-0.005398579407483339,
-0.0013915473828092217
] | p | At some point, adding more resources to a cluster can become impractical or cost-prohibitive. | [
"documentation",
"documentation/cloud",
"documentation/cloud/cluster-scaling"
] | 6,764 |
[
"Cluster scaling - Qdrant",
"Horizontal scaling"
] | /documentation/cloud/cluster-scaling/ | html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(4) | [
0.02195698767900467,
0.052454471588134766,
-0.034322626888751984,
-0.06476982682943344,
-0.04770239442586899,
-0.04291956499218941,
-0.11543076485395432,
0.03303030505776405,
-0.027209093794226646,
-0.02428092621266842,
0.010940288193523884,
0.08713981509208679,
0.007964177057147026,
0.11620084196329117,
0.011010764166712761,
-0.005218284670263529,
-0.010193826630711555,
0.1709677278995514,
-0.059574373066425323,
0.015327785164117813,
0.004010355565696955,
-0.12411323189735413,
-0.027463965117931366,
-0.005634183529764414,
0.032524749636650085,
0.024076564237475395,
-0.021825531497597694,
0.03365952521562576,
0.04276488348841667,
-0.10374511033296585,
0.015232128091156483,
0.06106986477971077,
-0.019960002973675728,
-0.015481678768992424,
-0.059184905141592026,
-0.051182448863983154,
-0.07606545835733414,
0.03594024479389191,
-0.02508668042719364,
-0.028307553380727768,
0.043545402586460114,
0.06745794415473938,
0.06435508280992508,
0.011758615262806416,
-0.026003271341323853,
-0.021972350776195526,
-0.03319011256098747,
0.055124279111623764,
0.03016611747443676,
-0.039550136774778366,
0.005979584064334631,
-0.044135745614767075,
-0.06499902158975601,
0.0033734599128365517,
-0.02442774921655655,
-0.0074607799760997295,
0.0486152321100235,
-0.038691870868206024,
0.04010771960020065,
0.0016310687642544508,
0.025269009172916412,
0.09277132898569107,
0.01772347465157509,
0.004497169982641935,
0.02041282318532467,
0.044107165187597275,
0.026063162833452225,
-0.008417211472988129,
-0.09821294993162155,
0.13378088176250458,
0.02367463894188404,
-0.028406409546732903,
-0.01639902964234352,
-0.028676291927695274,
0.05866709351539612,
0.00947391614317894,
-0.08141825348138809,
-0.012370877899229527,
-0.017207348719239235,
0.05299796164035797,
-0.04303951561450958,
0.10425613075494766,
-0.03609899431467056,
0.06512638181447983,
0.03480588272213936,
-0.01754264533519745,
-0.002010703319683671,
-0.11393395811319351,
-0.03822969272732735,
-0.04257660359144211,
-0.029611321166157722,
0.07786653190851212,
0.014376315288245678,
0.04601713642477989,
-0.09011414647102356,
-0.09273937344551086,
-0.042103856801986694,
-0.03131267428398132,
0.029116304591298103,
0.026421183720231056,
0.03153715655207634,
-0.01191073376685381,
0.06820020824670792,
0.03311701864004135,
0.01960410177707672,
-0.02252023294568062,
0.015465832315385342,
-0.02848481945693493,
0.035011451691389084,
-0.03458729013800621,
-0.014773868024349213,
0.02803516760468483,
-0.021914362907409668,
0.07206349074840546,
-0.008190635591745377,
-0.028621509671211243,
0.050543900579214096,
0.013588739559054375,
-0.00739988824352622,
-0.022618968039751053,
-0.007241093087941408,
-0.021245095878839493,
-0.0646076500415802,
-0.003944973461329937,
0.07344794273376465,
0.10897338390350342,
-0.0052724555134773254,
1.0448847143249424e-33,
-0.06844276189804077,
0.0010817234870046377,
0.018844889476895332,
0.020999299362301826,
0.06585988402366638,
0.04318878427147865,
-0.10807403177022934,
0.0005697518354281783,
0.012089577503502369,
-0.02972145937383175,
0.0063803899101912975,
0.07154826819896698,
-0.0007249657064676285,
-0.012551859952509403,
0.06383871287107468,
-0.1111534833908081,
0.0070406231097877026,
0.16050328314304352,
-0.10193780809640884,
-0.04454692453145981,
-0.04213521629571915,
-0.1617947220802307,
0.004845099989324808,
-0.047727059572935104,
0.048589710146188736,
-0.071379154920578,
0.016334498301148415,
0.01656576804816723,
-0.05791367217898369,
-0.009259234182536602,
-0.010427453555166721,
-0.034625131636857986,
-0.031641654670238495,
-0.006328602321445942,
-0.03581627085804939,
0.009510005824267864,
0.01144065335392952,
0.005580680910497904,
0.048118188977241516,
0.016390478238463402,
-0.0484941303730011,
0.03425450995564461,
0.007569333538413048,
-0.04901616647839546,
0.0459849014878273,
0.08201099187135696,
0.06924846768379211,
0.023142345249652863,
-0.09671249985694885,
-0.08820635825395584,
0.07166794687509537,
0.03732558339834213,
0.01731700450181961,
-0.08172999322414398,
0.05084875226020813,
-0.056963104754686356,
0.06324256211519241,
-0.019562864676117897,
0.019201219081878662,
0.04893261939287186,
-0.080632284283638,
-0.06768308579921722,
-0.05072418227791786,
0.017839964479207993,
-0.014129207469522953,
0.002816152758896351,
-0.028031298890709877,
0.005620634648948908,
-0.006778831128031015,
0.020634539425373077,
0.046302858740091324,
-0.004478808026760817,
0.059863876551389694,
0.05392875522375107,
-0.09487687796354294,
-0.029231028631329536,
-0.04516371712088585,
0.03702818974852562,
0.03363604471087456,
-0.05202384293079376,
-0.06147413328289986,
0.02668706141412258,
0.012332353740930557,
-0.10809358954429626,
-0.02208555117249489,
-0.08194667100906372,
0.027236998081207275,
0.017283538356423378,
-0.07077322900295258,
0.023800676688551903,
-0.09154743701219559,
0.009388383477926254,
0.09768762439489365,
0.02669699117541313,
-0.010909873060882092,
-8.661100233221194e-34,
-0.05218280106782913,
-0.03505744785070419,
0.016065986827015877,
0.04431486874818802,
0.022748885676264763,
0.09503154456615448,
0.09742917120456696,
-0.009137928485870361,
-0.0294509194791317,
0.04413100332021713,
0.0008923199493438005,
0.021030914038419724,
-0.10711849480867386,
-0.05098166689276695,
-0.007778765168040991,
0.011199877597391605,
0.003986042458564043,
0.06892966479063034,
0.04807887598872185,
0.0021748875733464956,
0.05251356586813927,
0.036647550761699677,
-0.04928873851895332,
0.09873883426189423,
0.06921688467264175,
0.005400786641985178,
-0.06002069637179375,
-0.01504464354366064,
-0.022300520911812782,
0.04891122505068779,
-0.0606900230050087,
-0.07446453720331192,
0.017724746838212013,
-0.10341950505971909,
-0.005948447156697512,
0.009755425155162811,
-0.03809560462832451,
-0.010966457426548004,
0.02142057567834854,
0.052113573998212814,
-0.0019384812330827117,
0.022319048643112183,
0.0024553679395467043,
-0.06013089418411255,
0.017097407951951027,
-0.025346126407384872,
0.027531322091817856,
0.014072253368794918,
-0.07658305764198303,
0.07322017103433609,
-0.05085077881813049,
0.03492176532745361,
0.04581974074244499,
-0.044398657977581024,
-0.06477689743041992,
0.01555100828409195,
-0.05676434934139252,
-0.0022330221254378557,
-0.06320304423570633,
-0.004350606352090836,
-0.010238082148134708,
-0.07624100148677826,
-0.0005056264344602823,
-0.02445780113339424,
0.037463266402482986,
0.02892378717660904,
0.07702533900737762,
-0.024858344346284866,
-0.0028732793871313334,
0.03724024444818497,
0.037679415196180344,
0.023625390604138374,
0.06831398606300354,
0.023957250639796257,
-0.032211609184741974,
-0.12128977477550507,
0.061818912625312805,
0.016352828592061996,
0.009841686114668846,
0.018244678154587746,
-0.05252905562520027,
-0.04654470086097717,
0.06577248871326447,
0.049659281969070435,
-0.04587503522634506,
0.014371457509696484,
0.002960984129458666,
0.022186944261193275,
0.040719930082559586,
0.08102401345968246,
-0.08824784308671951,
-0.017206793650984764,
0.07334652543067932,
-0.052451618015766144,
0.0418606773018837,
-2.264151532926917e-8,
-0.06433704495429993,
-0.05290021002292633,
0.05631887912750244,
0.08464818447828293,
-0.056593362241983414,
0.02009049989283085,
-0.008643211796879768,
0.06458223611116409,
-0.016141681000590324,
-0.04583463817834854,
-0.012335250154137611,
-0.013264361768960953,
-0.0037484942004084587,
0.08479230105876923,
0.03341943025588989,
-0.03845326602458954,
0.004331003408879042,
0.029096633195877075,
-0.037384599447250366,
-0.016119804233312607,
-0.05192120745778084,
0.10177507251501083,
-0.0047328779473900795,
0.08230065554380417,
0.012532995082437992,
0.005936460103839636,
-0.08882587403059006,
0.07704991847276688,
0.07959636300802231,
-0.040771421045064926,
-0.03620991110801697,
-0.021590305492281914,
0.003111844649538398,
0.09621527045965195,
0.0741095244884491,
-0.0319892093539238,
-0.02822115831077099,
0.11452839523553848,
0.007641851902008057,
-0.02804921381175518,
-0.04374319314956665,
-0.0022839619778096676,
0.016952065750956535,
0.011174642480909824,
0.09280434250831604,
0.018274961039423943,
0.02376265823841095,
0.04585539177060127,
0.0074776108376681805,
-0.004875060170888901,
0.06983871012926102,
-0.028680594637989998,
0.056718859821558,
0.02655375748872757,
0.06592576950788498,
-0.03163089230656624,
0.003388545708730817,
0.027522707358002663,
0.0017916103824973106,
0.03719266131520271,
0.004748025443404913,
-0.047951839864254,
-0.0928649976849556,
0.029606223106384277
] | p | In such cases, horizontal scaling may be a more effective solution. | [
"documentation",
"documentation/cloud",
"documentation/cloud/cluster-scaling"
] | 6,765 |
[
"Cluster scaling - Qdrant",
"Horizontal scaling"
] | /documentation/cloud/cluster-scaling/ | html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(4) | [
0.02354675531387329,
-0.006940493825823069,
-0.0279913991689682,
-0.0276643019169569,
-0.03237113729119301,
-0.03344568610191345,
-0.10793785005807877,
0.020525498315691948,
0.001752006239257753,
0.010185628198087215,
0.047860823571681976,
0.08639786392450333,
0.03463095799088478,
0.011540330946445465,
-0.01459179911762476,
0.005731175187975168,
-0.01830117590725422,
0.05744415894150734,
-0.07704869657754898,
-0.06376717984676361,
0.058340027928352356,
-0.09291057288646698,
-0.12546266615390778,
-0.009834430180490017,
0.022290198132395744,
0.03629182651638985,
-0.07825279980897903,
-0.0036955804098397493,
0.0992017313838005,
-0.055074289441108704,
-0.0033445730805397034,
0.07799582928419113,
0.03478717803955078,
0.022459717467427254,
-0.06458105891942978,
0.025449195876717567,
-0.017541835084557533,
-0.06995080411434174,
-0.07316082715988159,
0.07151532918214798,
0.05635613203048706,
0.011865835636854172,
-0.009928020648658276,
0.024079645052552223,
-0.025970038026571274,
-0.043311234563589096,
-0.08350197225809097,
0.008031811565160751,
-0.05748910829424858,
-0.018292952328920364,
0.017703918740153313,
-0.025706490501761436,
-0.05555434897542,
0.06444767117500305,
0.022501837462186813,
-0.015941161662340164,
0.07259734719991684,
-0.009329922497272491,
0.04791939631104469,
-0.01945539563894272,
0.04010090231895447,
-0.008352871984243393,
0.05256490781903267,
-0.017184356227517128,
0.050172049552202225,
-0.005422865506261587,
0.0007241585990414023,
-0.025860022753477097,
-0.031223038211464882,
0.029381604865193367,
0.058889567852020264,
-0.0795404464006424,
0.016668392345309258,
-0.02739596739411354,
0.043074242770671844,
-0.01525485422462225,
-0.038949932903051376,
0.0013462175847962499,
0.001981754321604967,
-0.00018800464749801904,
-0.006573676131665707,
0.10146517306566238,
-0.006750036496669054,
0.011120034381747246,
-0.01128826942294836,
0.026345359161496162,
-0.06072789803147316,
-0.08603505045175552,
0.0020042897667735815,
-0.005254195537418127,
-0.05408647283911705,
0.07574987411499023,
-0.10555725544691086,
0.0230965968221426,
-0.06918200850486755,
-0.1126522496342659,
-0.09171704202890396,
-0.06422717869281769,
0.0645502582192421,
-0.0059015462175011635,
0.04647480323910713,
-0.00029380261548794806,
0.03377048298716545,
-0.03564531356096268,
0.0071125635877251625,
-0.06162889674305916,
-0.07177458703517914,
-0.007520842831581831,
0.08255656808614731,
0.006018454674631357,
-0.04197906702756882,
0.05214935168623924,
-0.0457504540681839,
-0.0203914362937212,
-0.020840544253587723,
-0.008306073024868965,
0.08872721344232559,
0.04705654829740524,
-0.03083924949169159,
0.00469201197847724,
0.06672826409339905,
-0.030979622155427933,
-0.0762823224067688,
-0.034926969558000565,
0.04238355532288551,
0.05019894614815712,
-0.06911090761423111,
-4.385789994069094e-33,
-0.07443234324455261,
-0.10185906291007996,
0.052256230264902115,
0.056211985647678375,
0.017187774181365967,
-0.02641407772898674,
-0.08450273424386978,
-0.022865673527121544,
-0.0554320327937603,
-0.09000194072723389,
-0.0037394114769995213,
0.12118600308895111,
0.03483163192868233,
0.03740326687693596,
0.07726948708295822,
-0.13571134209632874,
0.039242222905159,
0.12349668145179749,
0.025644302368164062,
-0.06396621465682983,
0.025686459615826607,
-0.07301446795463562,
0.0366576611995697,
0.01074706856161356,
-0.016669506207108498,
-0.019844144582748413,
-0.03528638929128647,
-0.01446058414876461,
-0.017996354028582573,
-0.004999346099793911,
-0.03330746293067932,
-0.024180594831705093,
-0.044814739376306534,
-0.027757668867707253,
0.020790478214621544,
0.015477793291211128,
0.04852825403213501,
-0.04167957603931427,
0.021853132173419,
-0.022284286096692085,
-0.016039550304412842,
-0.012047403492033482,
-0.00995771586894989,
-0.08332522213459015,
-0.02260439097881317,
0.08297230303287506,
0.050693679600954056,
-0.012769055552780628,
-0.03807015344500542,
-0.06755949556827545,
0.008421233855187893,
0.014445360749959946,
0.05822001025080681,
0.004684244282543659,
0.082816943526268,
0.025908615440130234,
0.0013193126069381833,
0.012418978847563267,
0.009832080453634262,
0.04235216975212097,
-0.04605121165513992,
-0.12475626170635223,
-0.03125122934579849,
0.12855765223503113,
0.06048554554581642,
-0.015378515236079693,
-0.015072282403707504,
0.022369880229234695,
0.10981574654579163,
0.05026140809059143,
0.053912337869405746,
0.042449455708265305,
0.027188777923583984,
0.07376188784837723,
-0.05284338817000389,
-0.038595929741859436,
-0.072776660323143,
0.012355998158454895,
0.004364917520433664,
0.004894287791103125,
-0.11973626166582108,
0.03438358008861542,
0.01299353688955307,
-0.08977970480918884,
-0.04752751812338829,
-0.04901677742600441,
-0.0019100442295894027,
0.03265336528420448,
-0.016100529581308365,
-0.039571333676576614,
-0.04146182909607887,
-0.0029957874212414026,
0.06953643262386322,
0.01538181398063898,
-0.020969511941075325,
1.1688336141214446e-33,
-0.03997000679373741,
0.017982425168156624,
-0.08480118215084076,
-0.026817508041858673,
0.03663390502333641,
0.04656624421477318,
-0.017909159883856773,
0.020809046924114227,
-0.06730952858924866,
0.02046036906540394,
-0.02467508427798748,
-0.019183583557605743,
-0.05095537379384041,
-0.052067048847675323,
-0.07372519373893738,
-0.012116258963942528,
0.004612462595105171,
-0.017716925591230392,
-0.0014002989046275616,
-0.01145066600292921,
0.07787250727415085,
-0.06886554509401321,
-0.006377110723406076,
0.03517793491482735,
0.10682813078165054,
-0.028499623760581017,
-0.05676878243684769,
0.021733872592449188,
-0.028272442519664764,
0.01899344101548195,
-0.050036121159791946,
-0.05539705976843834,
0.08099561929702759,
0.02123703621327877,
0.04912394657731056,
0.011970356106758118,
0.02918882854282856,
-0.020592398941516876,
0.06649100035429001,
-0.05005233734846115,
-0.030995694920420647,
0.018322359770536423,
0.06767492741346359,
-0.04281306266784668,
0.053654640913009644,
0.010281121358275414,
0.020746298134326935,
0.03979412838816643,
-0.05361922085285187,
0.004158976022154093,
-0.028673086315393448,
0.01863432675600052,
0.06582431495189667,
0.06054115295410156,
-0.07172878831624985,
0.03191549330949783,
-0.0757455825805664,
0.0658392608165741,
-0.026816118508577347,
-0.035852376371622086,
-0.002211900195106864,
-0.1050739586353302,
-0.017495151609182358,
-0.019658943638205528,
-0.05311489477753639,
-0.0026025171391665936,
0.07504504173994064,
-0.16174250841140747,
-0.02044481784105301,
0.008339829742908478,
0.008838625624775887,
0.0894995629787445,
0.03171129152178764,
0.022213509306311607,
-0.07785075902938843,
-0.13011112809181213,
0.03343387320637703,
-0.018548820167779922,
-0.006777788978070021,
-0.03807573392987251,
-0.0842588022351265,
-0.012136608362197876,
0.03289492428302765,
0.08691591024398804,
-0.004420451354235411,
-0.03143589198589325,
0.051863301545381546,
0.09616220742464066,
0.06101991608738899,
0.049123071134090424,
-0.03352070227265358,
-0.041427213698625565,
-0.09167887270450592,
0.014269612729549408,
-0.016261110082268715,
-2.719102809578544e-8,
-0.05885602533817291,
-0.042962197214365005,
-0.040577374398708344,
0.03479951247572899,
0.07398835569620132,
0.0473702996969223,
0.053705569356679916,
0.08122298121452332,
0.03379596769809723,
0.0209782887250185,
0.036298591643571854,
-0.016154440119862556,
0.046612564474344254,
0.01301875151693821,
0.04765397310256958,
-0.009647760540246964,
0.057528942823410034,
-0.021812275052070618,
0.04069964215159416,
0.015881413593888283,
-0.044179026037454605,
0.0468493290245533,
-0.028082678094506264,
0.0836685374379158,
0.038233812898397446,
-0.032882869243621826,
-0.07233335077762604,
0.08362513035535812,
0.0453469380736351,
-0.06793652474880219,
0.013057022355496883,
0.059125375002622604,
0.01829303242266178,
0.07917268574237823,
0.01724054664373398,
0.057504311203956604,
-0.018960649147629738,
0.1593122035264969,
0.019972268491983414,
0.0054883817210793495,
0.011121442541480064,
0.0337078794836998,
0.051095135509967804,
-0.005247585941106081,
0.0698503628373146,
0.015580960549414158,
-0.11530756205320358,
0.08600534498691559,
0.019481360912322998,
-0.03980373591184616,
0.03944887965917587,
0.014497198164463043,
-0.008655422367155552,
0.04016600549221039,
-0.0015840701526030898,
-0.01768317259848118,
-0.04564541205763817,
-0.009115125983953476,
0.003647651756182313,
0.039555590599775314,
0.042685698717832565,
-0.012618905864655972,
-0.022798754274845123,
0.0064225285314023495
] | p | Horizontal scaling, also known as horizontal expansion, is the process of increasing the capacity of a cluster by adding more nodes and distributing the load and data among them. | [
"documentation",
"documentation/cloud",
"documentation/cloud/cluster-scaling"
] | 6,766 |
[
"Cluster scaling - Qdrant",
"Horizontal scaling"
] | /documentation/cloud/cluster-scaling/ | html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(4) | [
-0.04758429899811745,
0.01831219159066677,
-0.12179896980524063,
-0.017737776041030884,
-0.10367843508720398,
0.046715132892131805,
-0.08043175935745239,
0.06674826145172119,
0.06988794356584549,
-0.006875070743262768,
0.08486860245466232,
-0.004363857675343752,
-0.018042702227830887,
0.059436120092868805,
-0.04470223933458328,
0.005086996126919985,
-0.06025258079171181,
0.012020567432045937,
0.03487342596054077,
-0.006674927659332752,
0.0009157157619483769,
-0.02380954846739769,
0.08103977143764496,
-0.0015189460245892406,
0.04168570041656494,
-0.013463576324284077,
-0.057264287024736404,
0.030017081648111343,
0.12484264373779297,
-0.08115343004465103,
-0.018912935629487038,
0.05372185632586479,
0.056320615112781525,
0.03682111203670502,
-0.00008359776256838813,
0.01333587896078825,
0.0044624642468988895,
-0.0824265405535698,
-0.009718818590044975,
0.0006033568643033504,
0.042141251266002655,
0.04256601631641388,
-0.07429396361112595,
0.024009443819522858,
0.020345523953437805,
0.023688483983278275,
-0.0426688976585865,
0.07310152798891068,
-0.03519917652010918,
-0.07362498342990875,
0.026140492409467697,
-0.029215475544333458,
-0.05058443173766136,
0.08378145098686218,
0.04818268492817879,
0.06618614494800568,
0.026900039985775948,
-0.05595704913139343,
0.05799005553126335,
0.011748474091291428,
-0.010606247000396252,
0.0485658124089241,
-0.05133136361837387,
-0.010456515476107597,
0.047502126544713974,
0.012300931848585606,
0.009628958068788052,
0.006462906487286091,
-0.003996946383267641,
0.0257369726896286,
0.007196279242634773,
-0.04365582764148712,
-0.026469005271792412,
-0.0621400885283947,
0.07385452836751938,
-0.022822305560112,
-0.0787665843963623,
-0.02694268524646759,
-0.08192256838083267,
-0.029821131378412247,
-0.055342283099889755,
0.02539501152932644,
0.03292223438620567,
0.045530252158641815,
0.03272600844502449,
0.004134859424084425,
-0.048586275428533554,
-0.049102988094091415,
-0.0015570763498544693,
-0.00196849275380373,
0.00235992344096303,
0.032798945903778076,
-0.07021408528089523,
0.04270437732338905,
-0.05694558843970299,
-0.11244214326143265,
0.04778551682829857,
-0.008050300180912018,
0.06937040388584137,
-0.04584147781133652,
0.055805474519729614,
-0.020275376737117767,
0.056500308215618134,
0.03967613726854324,
-0.019007276743650436,
-0.03404679149389267,
0.0012529841624200344,
-0.011120588518679142,
-0.008047936484217644,
-0.04974395036697388,
-0.04610838741064072,
-0.008827592246234417,
0.01368593517690897,
-0.02881290391087532,
-0.037440985441207886,
0.026705071330070496,
0.0067303478717803955,
0.1086353063583374,
-0.02351601980626583,
-0.005187711212784052,
0.043094806373119354,
0.0005082899006083608,
-0.06490720063447952,
-0.0027648804243654013,
-0.0429147370159626,
0.09075927734375,
-0.07564333081245422,
-6.567165972985048e-34,
0.09940538555383682,
-0.07755446434020996,
0.08483016490936279,
-0.007304188795387745,
-0.031262870877981186,
0.03019798919558525,
-0.0622049905359745,
-0.0484144389629364,
-0.07264100015163422,
-0.01812686398625374,
0.05951259285211563,
0.0813954621553421,
-0.034121617674827576,
0.0403415709733963,
0.02528516948223114,
-0.11167625337839127,
-0.06410546600818634,
0.026112066581845284,
-0.03845633566379547,
-0.07132745534181595,
-0.007167894393205643,
-0.057585932314395905,
-0.021096110343933105,
-0.05750185251235962,
0.03392847999930382,
-0.016769787296652794,
0.001098718261346221,
0.06020056828856468,
-0.12322134524583817,
0.02882460318505764,
-0.09185270965099335,
-0.009046224877238274,
-0.07496136426925659,
-0.06550385057926178,
-0.042727865278720856,
0.06072702631354332,
-0.02115212008357048,
-0.0349297821521759,
-0.026270054280757904,
-0.08022044599056244,
0.0367799773812294,
0.02259465493261814,
-0.006939051207154989,
-0.09743152558803558,
-0.05576269328594208,
0.06700722128152847,
0.0877876803278923,
0.03533376753330231,
0.0012301596580073237,
-0.0038356580771505833,
0.02721758373081684,
0.0032395499292761087,
-0.03715785592794418,
-0.04580792412161827,
0.04649028182029724,
-0.015654366463422775,
0.04181152582168579,
0.05333280563354492,
-0.04873250052332878,
0.11238352209329605,
0.0075888424180448055,
-0.02476021833717823,
-0.006991335190832615,
0.08311841636896133,
-0.007442702539265156,
0.032380711287260056,
-0.08350765705108643,
-0.04586784541606903,
0.009816006757318974,
0.08749465644359589,
0.018352776765823364,
0.07855067402124405,
0.06411302089691162,
0.04927535355091095,
-0.0007412036065943539,
-0.027761846780776978,
-0.028917565941810608,
0.013276200741529465,
-0.026196686550974846,
-0.027895810082554817,
-0.07256349176168442,
-0.014207947067916393,
0.017262423411011696,
-0.07494760304689407,
-0.054241809993982315,
-0.09175891429185867,
0.0762060284614563,
-0.046803366392850876,
-0.03178570792078972,
-0.006140653509646654,
-0.058403000235557556,
-0.013226846233010292,
0.11873079836368561,
0.036076005548238754,
-0.060139112174510956,
-6.409900440879373e-34,
0.00863569788634777,
-0.033813681453466415,
-0.0370895117521286,
0.02717488631606102,
-0.023990344256162643,
-0.0028477313462644815,
0.047399308532476425,
0.0892021656036377,
-0.0006099008023738861,
0.054798245429992676,
0.06312805414199829,
0.05467897281050682,
-0.10949445515871048,
-0.06939148157835007,
0.0547993928194046,
0.008410883136093616,
-0.0016232733614742756,
-0.031534332782030106,
-0.01692996360361576,
-0.02617993950843811,
-0.0012175164883956313,
-0.09804899990558624,
0.0016888707177713513,
0.024871809408068657,
0.031311482191085815,
-0.02292599529027939,
-0.004312620032578707,
-0.05116213858127594,
-0.03751814365386963,
-0.05991226062178612,
0.020100068300962448,
-0.14659129083156586,
-0.012232583947479725,
-0.014726387336850166,
-0.043746981769800186,
-0.0032140936236828566,
0.004907206166535616,
-0.0380195714533329,
0.028189335018396378,
0.04877033084630966,
-0.017719941213726997,
0.06112895533442497,
0.00008918435196392238,
0.030052650719881058,
0.04486923664808273,
-0.015867330133914948,
0.03590705618262291,
0.011049268767237663,
-0.011776193045079708,
-0.0015696592163294554,
-0.0032213216181844473,
0.07602380961179733,
0.11721476167440414,
0.07961470633745193,
-0.04308027774095535,
0.060815297067165375,
-0.020608948543667793,
0.0321684293448925,
0.034569308161735535,
-0.07028719782829285,
0.047687459737062454,
-0.04907567799091339,
-0.08999314904212952,
-0.0020683167967945337,
0.03688262775540352,
-0.04149196669459343,
0.06723195314407349,
-0.014426235109567642,
0.022351793944835663,
0.015389022417366505,
0.01532637421041727,
-0.00985697377473116,
0.0168256014585495,
-0.03760676085948944,
-0.10959817469120026,
-0.09389347583055496,
0.035926301032304764,
-0.016573695465922356,
0.038204725831747055,
-0.07347340136766434,
-0.011408206075429916,
-0.01593886874616146,
0.03432454541325569,
0.05864737555384636,
0.007249497342854738,
-0.011817422695457935,
0.0659497007727623,
0.08440755307674408,
0.03826902061700821,
0.10536353290081024,
-0.02058422937989235,
-0.02722318097949028,
0.0675632506608963,
0.06321348249912262,
0.0772569477558136,
-1.7280159525512317e-8,
-0.09652559459209442,
-0.0833207368850708,
-0.026762913912534714,
0.05643635243177414,
0.049551885575056076,
0.004009421914815903,
0.04451107233762741,
0.11641237139701843,
-0.031055379658937454,
0.04761315509676933,
0.009011216461658478,
0.030707553029060364,
-0.010813984088599682,
-0.0009847392793744802,
0.08844318985939026,
-0.019312579184770584,
0.0374792106449604,
0.05820402130484581,
-0.011136282235383987,
-0.0007442141650244594,
-0.04615011066198349,
0.04423728212714195,
0.0009075692505575716,
0.004142279736697674,
-0.04950707033276558,
-0.011374562047421932,
-0.062751904129982,
0.08719433844089508,
0.0600874163210392,
-0.014111706055700779,
0.04507199302315712,
0.034032516181468964,
0.09361144155263901,
0.010268659330904484,
-0.010382875800132751,
0.053388532251119614,
-0.057809121906757355,
0.103280209004879,
0.005974575411528349,
0.01355716586112976,
-0.04832207411527634,
-0.07833994925022125,
-0.015537888742983341,
0.034804340451955795,
0.0009141587652266026,
0.05446360260248184,
-0.08757273852825165,
0.09364231675863266,
0.051929209381341934,
0.04890509694814682,
0.01932503841817379,
-0.029466889798641205,
0.06839878112077713,
-0.02654191479086876,
-0.0000671452798997052,
0.05085184425115585,
-0.0016522940713912249,
-0.0007557892240583897,
0.013821997679769993,
-0.04619782418012619,
0.08797712624073029,
-0.06590054929256439,
-0.0655842050909996,
0.08772224187850952
] | p | The horizontal scaling at Qdrant starts on the collection level. | [
"documentation",
"documentation/cloud",
"documentation/cloud/cluster-scaling"
] | 6,767 |
[
"Cluster scaling - Qdrant",
"Horizontal scaling"
] | /documentation/cloud/cluster-scaling/ | html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(4) | [
0.0634467750787735,
-0.06245177984237671,
-0.01616842672228813,
0.0028244382701814175,
-0.03663591295480728,
-0.03568478673696518,
-0.06699293106794357,
-0.03318479284644127,
0.11019715666770935,
0.05751931294798851,
0.054907333105802536,
-0.03745094686746597,
0.03871346265077591,
0.010877804830670357,
-0.030977709218859673,
-0.0168777909129858,
-0.031130215153098106,
-0.10351109504699707,
-0.02627212554216385,
0.05210451781749725,
0.09152526408433914,
-0.06560272723436356,
0.011673307046294212,
0.014941134490072727,
-0.016617096960544586,
-0.07102160900831223,
-0.12426877021789551,
-0.03632750362157822,
0.09010790288448334,
-0.019131341949105263,
0.06701458245515823,
0.0026038256473839283,
-0.03557959944009781,
0.03422185778617859,
0.016162391752004623,
0.02097490057349205,
-0.009081324562430382,
-0.0007209863397292793,
-0.050343677401542664,
0.0015406167367473245,
0.028825774788856506,
0.0009948037331923842,
-0.13156457245349884,
-0.002558573381975293,
-0.02295491471886635,
-0.013169239275157452,
-0.04746537655591965,
0.02252069115638733,
0.09047570824623108,
0.03008189983665943,
0.011626283638179302,
-0.016318561509251595,
-0.0528804175555706,
0.07200715690851212,
0.009262056089937687,
0.05025690793991089,
-0.028535636141896248,
0.0006894913385622203,
-0.041682109236717224,
-0.023637188598513603,
0.09403712302446365,
-0.09360679239034653,
-0.04478016868233681,
-0.03728075325489044,
0.025989968329668045,
-0.014698785729706287,
0.11876658350229263,
0.04069511219859123,
-0.020377911627292633,
-0.050973303616046906,
0.020990440621972084,
0.06374851614236832,
0.0004733543028123677,
0.04651396721601486,
0.035895951092243195,
0.06005197390913963,
0.02738959528505802,
-0.02185249514877796,
-0.020871484652161598,
0.06300178915262222,
-0.08343102782964706,
0.017123382538557053,
0.001789862522855401,
-0.021921848878264427,
-0.054177019745111465,
-0.031979385763406754,
-0.03518407419323921,
-0.032746054232120514,
-0.011125589720904827,
0.01074928417801857,
0.009171055629849434,
0.009105105884373188,
0.10045984387397766,
-0.02283472567796707,
-0.006573149468749762,
0.007351553067564964,
0.0030348673462867737,
0.12036307901144028,
0.027781378477811813,
-0.051314909011125565,
0.00900544598698616,
-0.07835596054792404,
0.01611785963177681,
-0.010992484167218208,
-0.02769935317337513,
-0.04679890722036362,
-0.12642516195774078,
0.004064214415848255,
-0.06973924487829208,
0.05151797831058502,
0.027153901755809784,
0.025366460904479027,
0.012220342643558979,
0.006042534951120615,
-0.0444231778383255,
0.17157001793384552,
-0.044321510940790176,
0.006338277366012335,
-0.026447424665093422,
-0.028226785361766815,
0.05961156636476517,
0.033810894936323166,
0.07286304235458374,
-0.023090260103344917,
-0.0877063125371933,
-0.009714648127555847,
-0.032257191836833954,
-3.4192166215604364e-33,
0.09228996187448502,
-0.0553591251373291,
0.05096616595983505,
0.04969550296664238,
0.04006754234433174,
0.0061475969851017,
-0.04311687499284744,
0.09232530742883682,
-0.06794435530900955,
-0.06410417705774307,
-0.05939202010631561,
0.023818330839276314,
0.03239157050848007,
-0.034916967153549194,
0.011123007163405418,
-0.07982422411441803,
0.08538900315761566,
0.06902549415826797,
0.07241298258304596,
-0.020983774214982986,
0.03774426504969597,
-0.1141919419169426,
0.0004404717474244535,
-0.051206015050411224,
-0.061721887439489365,
0.07399296760559082,
-0.05630847066640854,
-0.013617472723126411,
-0.035080231726169586,
0.013280658051371574,
-0.027469469234347343,
-0.04242881014943123,
0.045461904257535934,
-0.02924841083586216,
0.05246493220329285,
0.07079968601465225,
-0.02718915417790413,
0.022029472514986992,
0.023350317031145096,
-0.11734648793935776,
0.08811832964420319,
0.014948096126317978,
0.06404735147953033,
0.012807714752852917,
-0.0154484324157238,
0.09141229093074799,
0.04909302294254303,
-0.010767843574285507,
-0.0466308668255806,
0.049735650420188904,
0.021337255835533142,
0.008008332923054695,
-0.07017912715673447,
0.0717344582080841,
0.040160175412893295,
-0.0034269029274582863,
0.008112890645861626,
-0.058548323810100555,
0.0003154224541503936,
0.018234899267554283,
-0.026838811114430428,
0.0022215680219233036,
0.017440736293792725,
0.14663240313529968,
0.06841230392456055,
-0.02469651773571968,
-0.02537131868302822,
0.07618828117847443,
0.0015385136939585209,
0.056106969714164734,
0.01604260690510273,
0.07526502758264542,
-0.04208116605877876,
0.02005881816148758,
0.013766149990260601,
-0.10416389256715775,
0.015639305114746094,
-0.006297870073467493,
-0.06437059491872787,
-0.0005662288167513907,
-0.07923267036676407,
-0.003946300595998764,
-0.06570904701948166,
-0.004816258326172829,
-0.04603920876979828,
0.09162355214357376,
0.060231488198041916,
0.054690584540367126,
0.027514416724443436,
-0.049585308879613876,
0.029984919354319572,
-0.04221689701080322,
0.003893427550792694,
-0.056103046983480453,
-0.07279972732067108,
1.176461286761335e-33,
0.015286842361092567,
-0.04018314555287361,
-0.04335527867078781,
-0.02024391107261181,
0.09955017268657684,
0.04270313307642937,
0.05147833004593849,
-0.0005121354479342699,
-0.05258043482899666,
-0.01958398148417473,
-0.013837847858667374,
-0.0021781488321721554,
-0.04957247152924538,
0.009611085057258606,
-0.07071622461080551,
0.001206525252200663,
0.008496367372572422,
-0.10779789090156555,
0.04544544592499733,
0.016013285145163536,
-0.10213172435760498,
-0.047199759632349014,
-0.02753998152911663,
0.02195711061358452,
0.015177828259766102,
-0.03845349699258804,
-0.008710955269634724,
-0.09339964389801025,
0.051097042858600616,
0.03387347236275673,
0.0451783686876297,
-0.020917609333992004,
-0.06992105394601822,
-0.057092174887657166,
-0.040230486541986465,
-0.047750040888786316,
-0.018989242613315582,
0.03398970142006874,
0.09408106654882431,
0.10532911121845245,
-0.02020004391670227,
-0.055936988443136215,
-0.08620529621839523,
-0.027689404785633087,
-0.03654313087463379,
-0.06745356321334839,
0.08116108179092407,
0.04865790531039238,
0.05714118480682373,
-0.024659650400280952,
-0.013898355886340141,
-0.05364348366856575,
0.05478052422404289,
0.07702531665563583,
0.01564355008304119,
0.07966969907283783,
0.03898521885275841,
0.09796588867902756,
0.02427765354514122,
-0.004997562151402235,
0.006415477488189936,
0.010008206591010094,
-0.04769192263484001,
-0.009080545976758003,
0.004160261247307062,
0.006844906136393547,
-0.03923695906996727,
-0.009279616177082062,
-0.06646516919136047,
-0.030321849510073662,
-0.10836706310510635,
-0.010703920386731625,
-0.00936936680227518,
-0.014117507264018059,
-0.015242231078445911,
-0.028299355879426003,
-0.0326097346842289,
0.013530997559428215,
0.04902530461549759,
0.02357535809278488,
-0.08505631983280182,
0.07777539640665054,
0.049075908958911896,
0.01891631819307804,
0.010038518346846104,
-0.15414655208587646,
0.11907388269901276,
-0.018587937578558922,
-0.051033660769462585,
0.05434286594390869,
-0.011651732958853245,
0.003612707369029522,
0.02919856272637844,
0.012974435463547707,
0.051537372171878815,
-2.1674606998089985e-8,
-0.016928168013691902,
0.0470801405608654,
0.03761947900056839,
0.022607862949371338,
-0.004883286077529192,
0.019430268555879593,
0.01656312495470047,
0.013390774838626385,
-0.05733539164066315,
-0.003022402059286833,
-0.030481766909360886,
0.016923818737268448,
-0.0534193255007267,
0.025967976078391075,
0.011823426000773907,
-0.06259823590517044,
0.004618064034730196,
0.029813120141625404,
-0.03478270024061203,
-0.038004156202077866,
0.005569711793214083,
-0.044191017746925354,
0.06687051057815552,
-0.04935725778341293,
0.006705790758132935,
0.008999030105769634,
0.005642146337777376,
-0.02967374585568905,
0.00490302499383688,
0.0013889907859265804,
0.02573823742568493,
0.006083496380597353,
0.0034517745953053236,
-0.02181524783372879,
0.029314393177628517,
0.060910213738679886,
-0.12226506322622299,
0.04583726450800896,
0.012957577593624592,
0.02762381173670292,
-0.0342288576066494,
-0.014918102882802486,
-0.004065793938934803,
0.020343439653515816,
-0.021562183275818825,
0.002893490716814995,
-0.09293050318956375,
0.034665875136852264,
0.01940717175602913,
0.07439237833023071,
0.010860194452106953,
-0.025202056393027306,
0.13557104766368866,
-0.018558144569396973,
0.05702904611825943,
0.05365888401865959,
0.023276500403881073,
-0.05232735350728035,
0.07653550058603287,
-0.040869250893592834,
0.08985377103090286,
-0.05384095013141632,
-0.03322893753647804,
-0.04409168288111687
] | p | You have to choose the number of shards you want to distribute your collection around while creating the collection. | [
"documentation",
"documentation/cloud",
"documentation/cloud/cluster-scaling"
] | 6,768 |
[
"Cluster scaling - Qdrant",
"Horizontal scaling"
] | /documentation/cloud/cluster-scaling/ | html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(4) | [
0.03224523365497589,
0.03220123052597046,
-0.035344019532203674,
-0.012673236429691315,
-0.03695638105273247,
0.001410369179211557,
-0.0805496871471405,
-0.030369047075510025,
-0.036100488156080246,
-0.07614842057228088,
0.029103582724928856,
-0.030758200213313103,
0.02634938806295395,
-0.027878737077116966,
0.00046502132317982614,
-0.041581492871046066,
-0.03606331720948219,
0.014911742880940437,
-0.05450662598013878,
-0.01629279926419258,
0.004371482413262129,
-0.09516483545303345,
-0.00047098202048800886,
-0.02249862439930439,
0.003590419190004468,
-0.07023035734891891,
0.005236388184130192,
0.09418290853500366,
0.0406070277094841,
-0.07381673902273178,
0.03037404641509056,
-0.004648383241146803,
-0.040181249380111694,
-0.0015678586205467582,
-0.04374691843986511,
0.12232157588005066,
0.05195758491754532,
-0.0475202277302742,
-0.08904634416103363,
-0.0022501007188111544,
0.011027536354959011,
-0.0673789381980896,
-0.05337928980588913,
-0.03296810761094093,
-0.026622025296092033,
-0.013416018337011337,
-0.11183800548315048,
0.019847603514790535,
-0.037890516221523285,
0.010841990821063519,
-0.0623549185693264,
-0.06494072079658508,
-0.023057138547301292,
0.03327124938368797,
0.04945969954133034,
0.04040597751736641,
-0.047088623046875,
-0.005799249280244112,
0.00910824816673994,
-0.03640792891383171,
0.03482436016201973,
0.003139781765639782,
-0.044065240770578384,
0.059606630355119705,
0.0396808385848999,
-0.012861281633377075,
0.043172214180231094,
-0.03189851716160774,
0.007046997081488371,
-0.030924223363399506,
-0.047591738402843475,
-0.08452276140451431,
-0.1325288712978363,
-0.006064074579626322,
0.04471201449632645,
0.10965848714113235,
-0.05405804142355919,
0.01202004961669445,
-0.009737160988152027,
-0.05853530392050743,
-0.06629911065101624,
0.03364105895161629,
0.006753388326615095,
-0.0029471986927092075,
0.02239597961306572,
-0.0040086559019982815,
0.03970729932188988,
0.03847759962081909,
0.005149196833372116,
0.02585114724934101,
0.036142218858003616,
0.06500492244958878,
-0.017371634021401405,
-0.037913642823696136,
0.014836229383945465,
0.019418861716985703,
0.03317464515566826,
0.09317222237586975,
-0.011924144811928272,
0.03173699602484703,
0.014234207570552826,
-0.07653934508562088,
-0.0005055732326582074,
0.013591105118393898,
0.05722419545054436,
0.006681189872324467,
-0.06979422271251678,
0.02430068328976631,
-0.029723137617111206,
-0.05839782953262329,
0.0008924805442802608,
0.021316632628440857,
-0.02136603370308876,
-0.09383456408977509,
0.0003282352408859879,
0.12992148101329803,
-0.01883813552558422,
-0.01192155759781599,
0.005625033751130104,
-0.03491412103176117,
0.01309357862919569,
0.04646905139088631,
0.04785662889480591,
-0.0019451910629868507,
-0.09152808040380478,
-0.06309064477682114,
-0.0783342570066452,
-2.1253318061821052e-33,
0.06278995424509048,
0.006534986197948456,
0.011764505878090858,
0.0008815848850645125,
0.07478829473257065,
0.010846445336937904,
-0.03331839665770531,
0.035924725234508514,
-0.039709851145744324,
-0.010687379166483879,
-0.03655335307121277,
0.06985035538673401,
0.0520964190363884,
-0.03096056543290615,
0.018512234091758728,
-0.11077460646629333,
0.018439708277583122,
0.10031472146511078,
0.02024356834590435,
0.013775760307908058,
0.056243494153022766,
-0.06261634081602097,
0.04226399585604668,
-0.0009292637114413083,
0.04582207649946213,
0.08112041652202606,
0.048392198979854584,
-0.020906303077936172,
-0.01242727693170309,
0.0354427844285965,
0.06409188359975815,
-0.08872392028570175,
0.016012759879231453,
-0.03549132123589516,
-0.033651646226644516,
0.079607754945755,
-0.0666530504822731,
-0.04269291087985039,
-0.0036224140785634518,
-0.06881643831729889,
0.06952331215143204,
-0.036862924695014954,
0.035813506692647934,
0.015680626034736633,
-0.13785986602306366,
-0.021228447556495667,
0.0025256797671318054,
-0.020188435912132263,
0.02214551717042923,
0.04853527992963791,
-0.009606611914932728,
0.014421500265598297,
-0.013551167212426662,
0.026992514729499817,
-0.03377356380224228,
0.039169881492853165,
0.04659899324178696,
-0.005536032374948263,
-0.051207754760980606,
0.037126366049051285,
0.009393715299665928,
0.047317638993263245,
-0.003272521775215864,
0.0460662879049778,
0.028665045276284218,
0.007536974269896746,
-0.020519550889730453,
0.029649581760168076,
0.04538290575146675,
0.002080880803987384,
-0.05172891169786453,
0.11553391814231873,
-0.033816706389188766,
0.004489478655159473,
-0.017420342192053795,
-0.01677669957280159,
-0.09141788631677628,
-0.006388356443494558,
-0.040557440370321274,
0.01273539662361145,
-0.09302021563053131,
0.0697716549038887,
0.021774819120764732,
-0.028313281014561653,
-0.05270112305879593,
-0.015267698094248772,
0.1263689547777176,
0.04573088884353638,
-0.053912460803985596,
-0.01253327913582325,
-0.07867226749658585,
-0.005326776299625635,
0.02035960555076599,
-0.07670627534389496,
-0.0032880313228815794,
4.4519004506872497e-35,
0.011703742668032646,
-0.059864550828933716,
-0.027373213320970535,
0.0738520398736,
-0.004937755409628153,
0.03567932918667793,
0.07600371539592743,
0.03547002002596855,
-0.028801361098885536,
-0.003991649020463228,
0.021089384332299232,
0.019574355334043503,
0.10434694588184357,
-0.012008772231638432,
-0.06334565579891205,
0.014081289991736412,
-0.03238985687494278,
-0.0471666157245636,
-0.010108481161296368,
0.010054011829197407,
-0.07410648465156555,
0.04480518773198128,
-0.010872004553675652,
0.05656588077545166,
-0.027115043252706528,
0.017835840582847595,
0.06509784609079361,
-0.14505159854888916,
-0.01610216312110424,
0.049841903150081635,
0.052733633667230606,
0.001784604275599122,
-0.1349874883890152,
0.006120980251580477,
-0.06630798429250717,
-0.045251376926898956,
0.0761057436466217,
0.06428036093711853,
0.01816241815686226,
0.06024345010519028,
0.06955449283123016,
0.0029781698249280453,
-0.02538876421749592,
0.01915033720433712,
-0.053857870399951935,
0.014012590050697327,
0.04013076052069664,
0.04333753138780594,
-0.051436711102724075,
-0.03379321098327637,
0.008038198575377464,
-0.03123503178358078,
0.08170853555202484,
0.11758141219615936,
-0.02832856774330139,
0.08809157460927963,
0.03800836205482483,
0.05531581491231918,
-0.0757950022816658,
0.017186900600790977,
0.03241002559661865,
-0.045634329319000244,
0.02136283554136753,
-0.02391643263399601,
0.01796039193868637,
0.03855196014046669,
-0.09714064002037048,
-0.0884595736861229,
0.053360968828201294,
-0.09326394647359848,
-0.007043686229735613,
0.015010050497949123,
0.012027543969452381,
0.04162871092557907,
0.021709522232413292,
-0.047595541924238205,
0.034918494522571564,
0.013377318158745766,
0.01515629980713129,
0.003119606291875243,
0.036876194179058075,
0.013758641667664051,
-0.032204095274209976,
0.006136494688689709,
0.07920568436384201,
-0.21272756159305573,
0.06305750459432602,
0.007505528163164854,
-0.026929644867777824,
-0.04994066432118416,
-0.09812366962432861,
0.030641384422779083,
-0.05537979304790497,
0.02769109234213829,
0.011463005095720291,
-2.097817386470524e-8,
-0.02490500919520855,
0.040235426276922226,
-0.033536147326231,
0.05690404772758484,
0.041348930448293686,
0.009352077730000019,
-0.003132360288873315,
-0.09765233844518661,
-0.009607106447219849,
0.029572708532214165,
-0.000026157898901146837,
-0.02732173725962639,
-0.026502961292862892,
-0.03306411951780319,
0.0328345000743866,
0.0458608940243721,
0.04836214333772659,
0.10428421944379807,
-0.04458843916654587,
-0.0227365642786026,
-0.046795640140771866,
0.022080514580011368,
-0.017611928284168243,
-0.018120694905519485,
0.020209548994898796,
0.010300175286829472,
0.03497204929590225,
0.001563538215123117,
0.06344757229089737,
0.023740775883197784,
0.024299046024680138,
0.030547132715582848,
0.011443139985203743,
-0.03705577924847603,
0.011864587664604187,
0.10409443825483322,
-0.14469148218631744,
0.05950097739696503,
0.09965022653341293,
0.05334513634443283,
-0.005841366481035948,
0.011023207567632198,
-0.051419809460639954,
0.007780687417834997,
-0.01837625540792942,
0.023479288443922997,
-0.061702776700258255,
0.01651342399418354,
-0.07782416045665741,
0.12866099178791046,
0.04106222838163376,
0.031266920268535614,
0.13315299153327942,
-0.030381930992007256,
-0.00345973065122962,
0.05753128603100777,
0.05582427978515625,
-0.08736597746610641,
0.03357493877410889,
-0.020441776141524315,
0.02577570080757141,
-0.025902528315782547,
0.1157217025756836,
0.00038696997216902673
] | p | Please refer to the sharding documentation section for details. | [
"documentation",
"documentation/cloud",
"documentation/cloud/cluster-scaling"
] | 6,769 |
[
"Cluster scaling - Qdrant",
"Horizontal scaling"
] | /documentation/cloud/cluster-scaling/ | html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(5) | [
0.09356161206960678,
-0.07933413237333298,
0.052025094628334045,
0.024038759991526604,
0.02589903399348259,
-0.009035838767886162,
-0.08084585517644882,
0.0005840579979121685,
0.04661079868674278,
0.01276386808604002,
-0.010669548064470291,
0.010241753421723843,
0.047551438212394714,
-0.014564509503543377,
-0.03654225915670395,
-0.0007723788148723543,
0.011210521683096886,
-0.10751793533563614,
-0.04688943549990654,
-0.008800381794571877,
0.03973864018917084,
-0.07917482405900955,
-0.0061509134247899055,
-0.01676950789988041,
-0.022939462214708328,
-0.02320578694343567,
-0.12373484671115875,
0.021550428122282028,
0.05654621124267578,
0.007192028686404228,
0.009449088014662266,
0.05414159223437309,
0.05317957326769829,
0.05117167532444,
-0.0536944605410099,
0.05903907120227814,
-0.0030864302534610033,
-0.012687720358371735,
-0.1180182620882988,
0.03461235761642456,
0.01732070930302143,
-0.05826328694820404,
-0.04082753509283066,
0.00598348630592227,
-0.01854347437620163,
-0.0063003841787576675,
-0.09221106022596359,
-0.009566682390868664,
-0.013906720094382763,
0.050222642719745636,
-0.0010476475581526756,
-0.021632220596075058,
-0.07123023271560669,
0.07682019472122192,
0.02699161507189274,
0.004269883036613464,
-0.03228605538606644,
0.0018560908501967788,
0.014488517306745052,
-0.036642685532569885,
0.1129237487912178,
-0.07723487913608551,
0.006938670761883259,
-0.0287333857268095,
0.05688301473855972,
-0.007025828585028648,
0.08588703721761703,
-0.029320720583200455,
-0.02125011570751667,
-0.02261396311223507,
0.029113488271832466,
0.009352585300803185,
0.01358367595821619,
0.03243151679635048,
-0.020023588091135025,
0.05383290722966194,
0.008801091462373734,
0.007820245809853077,
-0.016019925475120544,
0.030828086659312248,
-0.09065977483987808,
0.056630637496709824,
0.005788769572973251,
0.001762104220688343,
-0.08045016974210739,
0.015950826928019524,
-0.06173592805862427,
-0.06491953134536743,
0.01281865406781435,
0.042959630489349365,
0.013391897082328796,
0.05144478753209114,
0.04333459213376045,
-0.022057315334677696,
0.01706780679523945,
0.037395179271698,
-0.053878314793109894,
0.08822526037693024,
0.03747642785310745,
-0.0367860347032547,
0.019369609653949738,
-0.05640704929828644,
0.008354193530976772,
-0.018843352794647217,
-0.044379085302352905,
-0.025418799370527267,
-0.08558737486600876,
0.0418366976082325,
-0.02073921076953411,
0.06067105755209923,
0.06393112242221832,
0.038318611681461334,
0.006947748828679323,
-0.0004200994153507054,
-0.007416810840368271,
0.1256435066461563,
0.02366245537996292,
-0.024406593292951584,
-0.020496953278779984,
0.0031121880747377872,
0.05357307568192482,
-0.00590985594317317,
0.05520303547382355,
-0.03741344064474106,
-0.06929953396320343,
-0.01712353713810444,
-0.10914395749568939,
-3.41686710222673e-33,
0.057457856833934784,
0.02427368424832821,
0.04513777047395706,
-0.01809094287455082,
0.052944764494895935,
0.01487461756914854,
-0.06731083989143372,
0.03252290561795235,
-0.05744697153568268,
-0.09472435712814331,
-0.1084647998213768,
0.04832207038998604,
0.08704563975334167,
-0.052934762090444565,
0.05776791647076607,
-0.0680098757147789,
0.07605371624231339,
0.0951450988650322,
0.00830685906112194,
-0.05399838089942932,
0.04758733510971069,
-0.09454949200153351,
-0.010752341710031033,
-0.01862436905503273,
-0.030224209651350975,
0.08346788585186005,
0.015959354117512703,
-0.06112228333950043,
0.005556449759751558,
-0.0009862103033810854,
-0.00014693895354866982,
-0.01998397521674633,
0.038182616233825684,
0.004146371502429247,
0.024012673646211624,
0.05941949784755707,
0.012164331041276455,
-0.04102659597992897,
-0.021319856867194176,
-0.1259084790945053,
0.01490738708525896,
0.019478969275951385,
0.05283161997795105,
-0.018648797646164894,
-0.02236138842999935,
0.04893428832292557,
0.004021765198558569,
-0.04125335067510605,
-0.030179856345057487,
0.011702447198331356,
0.021179430186748505,
-0.027716079726815224,
0.008231107145547867,
0.06362640857696533,
0.006244464311748743,
0.08889979124069214,
0.03829297795891762,
-0.018455104902386665,
-0.0330575630068779,
0.04914543777704239,
0.009098147042095661,
-0.08383428305387497,
0.03254663571715355,
0.06080666556954384,
-0.0091438302770257,
0.04474445432424545,
0.033411141484975815,
0.09905672818422318,
0.08011451363563538,
0.12314558029174805,
-0.02747170813381672,
0.07139620184898376,
0.004668388981372118,
0.07592745870351791,
-0.046960193663835526,
-0.07389992475509644,
-0.042265161871910095,
-0.07367520034313202,
-0.061318423599004745,
0.09138685464859009,
-0.1477258801460266,
-0.024298757314682007,
-0.07068964093923569,
-0.019243646413087845,
-0.046089913696050644,
0.04567527398467064,
0.0310061015188694,
0.028594637289643288,
-0.01361487340182066,
-0.06679698079824448,
0.04685597121715546,
-0.04894763231277466,
-0.02767471969127655,
-0.02365506999194622,
-0.13445821404457092,
2.0238969292817115e-33,
-0.003101876238361001,
-0.04216993972659111,
-0.03989078104496002,
0.03770763427019119,
0.09501730650663376,
0.006705623120069504,
0.0009765875292941928,
0.015478269197046757,
-0.031369611620903015,
-0.05221658945083618,
0.04819493368268013,
0.020497841760516167,
0.001558493822813034,
-0.015551496297121048,
-0.09368230402469635,
-0.017669301480054855,
0.004007026087492704,
-0.09017314016819,
0.03991396725177765,
0.042592838406562805,
-0.03843499720096588,
-0.08173331618309021,
-0.006551630329340696,
0.03623650595545769,
-0.007739693857729435,
0.009726915508508682,
-0.02525014989078045,
-0.10242435336112976,
-0.014738457277417183,
0.03753463178873062,
0.044970471411943436,
-0.05619899183511734,
-0.06458932906389236,
-0.04273165762424469,
-0.01928979530930519,
-0.029383143410086632,
0.032847173511981964,
-0.022241052240133286,
0.04196510836482048,
-0.004690368659794331,
0.04404039680957794,
-0.03266896307468414,
-0.04798249900341034,
-0.0005616398993879557,
-0.04393131285905838,
0.029478948563337326,
0.06748250126838684,
0.05522444471716881,
-0.017206285148859024,
-0.06919720768928528,
0.011710437946021557,
-0.06808435171842575,
0.06482759118080139,
0.12195193022489548,
-0.019819464534521103,
0.047493286430835724,
-0.06086679548025131,
0.1603962630033493,
-0.0298055000603199,
-0.029063785448670387,
0.028046725317835808,
0.0016274630324915051,
-0.07635628432035446,
0.08114702999591827,
-0.031154818832874298,
-0.011599650606513023,
-0.051621370017528534,
-0.049571383744478226,
-0.11537069827318192,
-0.003046480007469654,
-0.09590175002813339,
0.04443378373980522,
-0.011505890637636185,
0.08511122316122055,
-0.03245812654495239,
-0.07722040265798569,
-0.011507566086947918,
-0.0033579599112272263,
0.027062883600592613,
0.026894956827163696,
-0.09308736771345139,
0.08672864735126495,
0.020009255036711693,
0.0513458251953125,
0.06067260354757309,
-0.10586993396282196,
0.05326227843761444,
0.07577555626630783,
-0.02033981867134571,
0.046950291842222214,
-0.06939909607172012,
0.013277276419103146,
-0.07732389122247696,
0.021630719304084778,
-0.013047106564044952,
-2.1292699159403128e-8,
0.021078165620565414,
0.031218508258461952,
-0.012312917038798332,
-0.012305810116231441,
0.03724269941449165,
0.01764443702995777,
0.0034454762935638428,
0.08034218102693558,
-0.02353253774344921,
0.06524435430765152,
0.032987307757139206,
-0.030523182824254036,
-0.08629193902015686,
-0.01850343495607376,
0.036366354674100876,
-0.012090017087757587,
0.03881937265396118,
0.011080575175583363,
0.008595331571996212,
-0.00403749430552125,
-0.00752291502431035,
-0.009986767545342445,
0.013997570611536503,
0.028031151741743088,
0.022173238918185234,
-0.003050232073292136,
0.048449259251356125,
0.04520170018076897,
-0.03395610302686691,
-0.034597739577293396,
-0.034076496958732605,
-0.04484987631440163,
0.016383955255150795,
0.008351531811058521,
-0.011265162378549576,
0.1493358612060547,
-0.126649409532547,
0.03395811468362808,
0.019472545012831688,
0.0887361615896225,
-0.016175808385014534,
-0.03132086992263794,
0.02895779348909855,
0.01239271555095911,
-0.0019045216031372547,
0.04170824959874153,
-0.07254039496183395,
0.0371844619512558,
-0.017884884029626846,
0.019959555938839912,
0.025674965232610703,
-0.00178354955278337,
0.07673414796590805,
-0.011213265359401703,
0.003233916824683547,
0.03760209679603577,
0.00002841391324182041,
-0.041805200278759,
0.09481746703386307,
0.017774123698472977,
0.09824666380882263,
-0.011990043334662914,
0.013047195971012115,
-0.07558407634496689
] | p | Important: The number of shards means the maximum amount of nodes you can add to your cluster. | [
"documentation",
"documentation/cloud",
"documentation/cloud/cluster-scaling"
] | 6,770 |
[
"Cluster scaling - Qdrant",
"Horizontal scaling"
] | /documentation/cloud/cluster-scaling/ | html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(5) | [
0.0692211240530014,
-0.024019308388233185,
0.028381742537021637,
0.009502912871539593,
0.03928937762975693,
-0.03009384125471115,
-0.05674565210938454,
-0.06943754106760025,
0.06432605534791946,
0.015970725566148758,
0.03129427134990692,
0.041936323046684265,
0.042499322444200516,
-0.0006191585562191904,
-0.009396146051585674,
-0.01235487125813961,
-0.04791966453194618,
-0.03784273937344551,
0.014789010398089886,
0.04697215557098389,
0.051567550748586655,
-0.07264765352010727,
-0.009836053475737572,
-0.005209340248256922,
-0.015559554100036621,
-0.004762293305248022,
-0.1023285835981369,
0.028493288904428482,
0.08420846611261368,
-0.0826936587691307,
0.036605849862098694,
-0.054016195237636566,
-0.018908290192484856,
0.08413857966661453,
-0.003279728116467595,
0.10301718860864639,
0.012286615557968616,
0.01320236548781395,
-0.0716860443353653,
0.005243048537522554,
0.04197849705815315,
-0.026782486587762833,
-0.05832277238368988,
0.012929102405905724,
-0.01387081015855074,
-0.017792249098420143,
-0.055702611804008484,
0.005164219066500664,
0.030685313045978546,
-0.007293603383004665,
-0.022290881723165512,
-0.09315227717161179,
-0.04389847442507744,
0.10647822171449661,
0.027339577674865723,
0.08181386440992355,
-0.03618078678846359,
0.010815924033522606,
0.04991244897246361,
-0.02463824860751629,
0.10823842138051987,
-0.04834640398621559,
0.006196795497089624,
-0.0012253226013854146,
0.1052631288766861,
0.031172486022114754,
0.07973945140838623,
-0.026458563283085823,
-0.03906524181365967,
-0.06920241564512253,
0.04621776565909386,
0.009188730269670486,
-0.018357697874307632,
0.04338495433330536,
-0.010542484000325203,
0.08405279368162155,
-0.010761914774775505,
0.030919639393687248,
-0.045635927468538284,
0.05319054424762726,
-0.11217989772558212,
0.01781262271106243,
0.03613393381237984,
-0.0024737666826695204,
-0.09600143134593964,
0.02156171202659607,
-0.08135958760976791,
-0.01668592542409897,
-0.03697394207119942,
0.032799866050481796,
-0.029869776219129562,
0.027407720685005188,
0.08907710015773773,
0.010829878970980644,
0.002705916063860059,
0.014513845555484295,
-0.021751370280981064,
0.08193840831518173,
0.07014891505241394,
-0.022658925503492355,
-0.009489089250564575,
-0.05927843600511551,
0.036033689975738525,
0.0051377988420426846,
-0.0188995860517025,
0.013586631044745445,
-0.10874197632074356,
-0.010110621340572834,
-0.04444985091686249,
0.027352476492524147,
0.011166134849190712,
-0.021321892738342285,
0.019946934655308723,
0.034240953624248505,
-0.001115902909077704,
0.07620245218276978,
0.012145022861659527,
-0.02498786523938179,
-0.05736614763736725,
0.04393656551837921,
0.002677920972928405,
0.028174327686429024,
0.06654790788888931,
0.011220204643905163,
-0.07641633599996567,
-0.042546916753053665,
-0.07762336730957031,
-2.5271391015091872e-33,
0.09786275774240494,
0.008422722108662128,
0.05800703540444374,
0.0009090434177778661,
0.04176996648311615,
0.03422810137271881,
-0.055292174220085144,
0.04808131605386734,
-0.06473534554243088,
-0.056181080639362335,
-0.08709454536437988,
0.02803969383239746,
0.042847640812397,
-0.07060077786445618,
0.0199932549148798,
-0.07839462906122208,
0.06317171454429626,
0.051955174654722214,
-0.009097937494516373,
-0.028081445023417473,
0.021121609956026077,
-0.021778471767902374,
-0.07098649442195892,
-0.07073063403367996,
-0.031668853014707565,
0.04063662141561508,
0.006469833664596081,
-0.06559595465660095,
-0.034334950149059296,
0.0014130680356174707,
-0.0992429107427597,
-0.029326142743229866,
0.016587775200605392,
0.07098773866891861,
0.03409731388092041,
0.08344564586877823,
0.000793824321590364,
0.033509526401758194,
-0.09545023739337921,
-0.1296454519033432,
0.031897496432065964,
0.029728109017014503,
0.06257838010787964,
-0.044007983058691025,
-0.044509273022413254,
-0.013090386055409908,
-0.0028816014528274536,
-0.008978856727480888,
-0.0327029749751091,
0.00022865159553475678,
0.007227352820336819,
0.020739054307341576,
-0.045935843139886856,
0.039907246828079224,
0.004813271574676037,
0.04243706539273262,
-0.010478334501385689,
-0.01200152188539505,
-0.034575290977954865,
0.08333950489759445,
0.06201774626970291,
-0.048765771090984344,
-0.013457135297358036,
0.05493969842791557,
0.0018470416544005275,
0.05766495317220688,
-0.025059573352336884,
0.021014317870140076,
0.04897443577647209,
0.097751684486866,
-0.051464833319187164,
0.09533420205116272,
0.02780240774154663,
0.03458331897854805,
-0.04460659250617027,
-0.05195135250687599,
-0.07827625423669815,
-0.09965909272432327,
-0.06376602500677109,
0.08720306307077408,
-0.10751563310623169,
-0.051961131393909454,
-0.06367870420217514,
0.00553961843252182,
-0.04400615021586418,
0.02024676650762558,
0.07670360803604126,
-0.029543651267886162,
-0.0188884474337101,
-0.06908287107944489,
0.040427934378385544,
-0.030061732977628708,
0.07481634616851807,
-0.10565118491649628,
-0.06555550545454025,
1.1133148322611156e-33,
0.021685635671019554,
-0.04188969358801842,
-0.010892451740801334,
0.015940064564347267,
0.03889800235629082,
0.038667842745780945,
0.016150692477822304,
0.015573454089462757,
-0.08985932171344757,
0.006950356997549534,
0.02001405879855156,
-0.0058237649500370026,
0.03452406823635101,
-0.03265891596674919,
-0.08388344943523407,
0.042076583951711655,
0.08093660324811935,
-0.06267566978931427,
0.061805423349142075,
0.05505560338497162,
-0.03147270902991295,
-0.05539628490805626,
-0.03263071924448013,
0.03084557130932808,
0.0325564481317997,
0.023462606593966484,
0.03537451848387718,
-0.056031763553619385,
-0.0213353019207716,
0.06284952908754349,
0.033870771527290344,
-0.06494465470314026,
-0.08058476448059082,
-0.03360223025083542,
-0.09073749929666519,
0.004787725396454334,
-0.08961454033851624,
-0.025068769231438637,
0.04476998373866081,
0.016302863135933876,
0.05891735851764679,
-0.07905389368534088,
-0.11487669497728348,
0.0243094339966774,
-0.020366432145237923,
0.012702381238341331,
0.05324682593345642,
0.10097049921751022,
-0.04827647656202316,
-0.07112956792116165,
-0.009243642911314964,
-0.03180483728647232,
0.06992736458778381,
0.05656455457210541,
0.020600207149982452,
0.06437096744775772,
0.0026715451385825872,
0.16053470969200134,
-0.012153840623795986,
-0.03262657672166824,
0.052044399082660675,
0.0072811017744243145,
-0.01982955075800419,
0.05473792925477028,
-0.01580338180065155,
-0.017777416855096817,
-0.06506715714931488,
0.00513306213542819,
-0.12005775421857834,
-0.044496070593595505,
-0.051718179136514664,
0.01264974009245634,
-0.03832877799868584,
-0.009827219881117344,
0.06491504609584808,
-0.04046524688601494,
-0.016473175957798958,
-0.025168174877762794,
0.02023218385875225,
-0.03193581849336624,
-0.11906293779611588,
0.10242577642202377,
-0.0246285293251276,
0.02671373076736927,
0.095451720058918,
-0.13364604115486145,
0.04147119075059891,
-0.0008756554452702403,
-0.036037951707839966,
0.019240599125623703,
-0.06405575573444366,
0.049468282610177994,
-0.00021751562599092722,
-0.01421260740607977,
0.018588559702038765,
-1.7856240930314016e-8,
0.015356623567640781,
0.0866321325302124,
0.01960802637040615,
0.05700588971376419,
-0.011266827583312988,
-0.003804815234616399,
0.1286235898733139,
0.07131928950548172,
-0.0183890238404274,
0.11052175611257553,
-0.034987304359674454,
0.04795036092400551,
-0.03743895888328552,
-0.06352104246616364,
0.04004668444395065,
0.016383860260248184,
-0.011564302258193493,
0.008121561259031296,
-0.030855918303132057,
0.03676809370517731,
-0.0061619034968316555,
0.0006537940935231745,
0.005207550246268511,
-0.005561297759413719,
-0.014481276273727417,
-0.01396985724568367,
0.018457410857081413,
-0.019095370545983315,
0.04474110156297684,
0.04819317162036896,
0.003675226354971528,
-0.041052281856536865,
0.02810158208012581,
-0.002634111326187849,
-0.007664646953344345,
0.09550120681524277,
-0.1040419265627861,
0.08172531425952911,
0.01701405644416809,
0.03566199913620949,
-0.04932837560772896,
-0.031987447291612625,
-0.013528166338801384,
0.026089983060956,
-0.03617197275161743,
0.0220915786921978,
-0.0455835722386837,
0.021013246849179268,
0.007249504793435335,
0.018899673596024513,
0.008892168290913105,
0.011854013428092003,
0.06616387516260147,
-0.05495941638946533,
0.017429934814572334,
0.03832720220088959,
0.05236894264817238,
-0.05174144357442856,
0.057040736079216,
-0.006212642416357994,
0.040695272386074066,
-0.022397669032216072,
0.08337828516960144,
-0.04162827879190445
] | p | In the beginning, all the shards can reside on one node. | [
"documentation",
"documentation/cloud",
"documentation/cloud/cluster-scaling"
] | 6,771 |
Subsets and Splits
No saved queries yet
Save your SQL queries to embed, download, and access them later. Queries will appear here once saved.