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[
"Retriever-Ranker Architecture - Qdrant",
"Transcript:"
] | /tags/retriever-ranker-architecture/ | html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(49) | [
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] | p | Yeah, regarding the latency and regarding the drop of the latency, the result was very clear very quickly. | [
"tags",
"tags/retriever-ranker-architecture"
] | 12,400 |
[
"Retriever-Ranker Architecture - Qdrant",
"Transcript:"
] | /tags/retriever-ranker-architecture/ | html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(49) | [
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[
"Retriever-Ranker Architecture - Qdrant",
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[
"Retriever-Ranker Architecture - Qdrant",
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] | p | And the risk is that the two model doesn’t agree with each other. | [
"tags",
"tags/retriever-ranker-architecture"
] | 12,403 |
[
"Retriever-Ranker Architecture - Qdrant",
"Transcript:"
] | /tags/retriever-ranker-architecture/ | html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(49) | [
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] | p | And so if the intersection of your first step and the second step is not good enough, you will just have some empty result at the end because your first part will select a part of freelancer and the second step, you select another part and so your intersection is empty. | [
"tags",
"tags/retriever-ranker-architecture"
] | 12,404 |
[
"Retriever-Ranker Architecture - Qdrant",
"Transcript:"
] | /tags/retriever-ranker-architecture/ | html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(49) | [
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] | p | And so our goal was to assess that the two steps were aligned and so that we didn’t degrade the quality of the matching. | [
"tags",
"tags/retriever-ranker-architecture"
] | 12,405 |
[
"Retriever-Ranker Architecture - Qdrant",
"Transcript:"
] | /tags/retriever-ranker-architecture/ | html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(49) | [
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] | p | And regarding the volume of projects we have, we had to wait for approximately two months. | [
"tags",
"tags/retriever-ranker-architecture"
] | 12,406 |
[
"Retriever-Ranker Architecture - Qdrant",
"Transcript:"
] | /tags/retriever-ranker-architecture/ | html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(50) | [
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"Retriever-Ranker Architecture - Qdrant",
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[
"Retriever-Ranker Architecture - Qdrant",
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] | p | Well, man, I really appreciate this. | [
"tags",
"tags/retriever-ranker-architecture"
] | 12,409 |
[
"Retriever-Ranker Architecture - Qdrant",
"Transcript:"
] | /tags/retriever-ranker-architecture/ | html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(50) | [
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] | p | And can you go back to the slide where you show how people can get in touch with you if they want to reach out and talk more? | [
"tags",
"tags/retriever-ranker-architecture"
] | 12,410 |
[
"Retriever-Ranker Architecture - Qdrant",
"Transcript:"
] | /tags/retriever-ranker-architecture/ | html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(50) | [
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] | p | I encourage everyone to do that. | [
"tags",
"tags/retriever-ranker-architecture"
] | 12,411 |
[
"Retriever-Ranker Architecture - Qdrant",
"Transcript:"
] | /tags/retriever-ranker-architecture/ | html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(50) | [
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] | p | And thanks so much, Nicholas. | [
"tags",
"tags/retriever-ranker-architecture"
] | 12,412 |
[
"Retriever-Ranker Architecture - Qdrant",
"Transcript:"
] | /tags/retriever-ranker-architecture/ | html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(50) | [
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] | p | This is great, man. | [
"tags",
"tags/retriever-ranker-architecture"
] | 12,413 |
[
"Retriever-Ranker Architecture - Qdrant",
"Transcript:"
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] | p | Nicolas Mauti: | [
"tags",
"tags/retriever-ranker-architecture"
] | 12,414 |
[
"Retriever-Ranker Architecture - Qdrant",
"Transcript:"
] | /tags/retriever-ranker-architecture/ | html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(51) | [
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"tags",
"tags/retriever-ranker-architecture"
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[
"Retriever-Ranker Architecture - Qdrant",
"Transcript:"
] | /tags/retriever-ranker-architecture/ | html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(52) | [
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"tags",
"tags/retriever-ranker-architecture"
] | 12,418 |
[
"Retriever-Ranker Architecture - Qdrant",
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] | p | We would love to have you on here. | [
"tags",
"tags/retriever-ranker-architecture"
] | 12,419 |
[
"Retriever-Ranker Architecture - Qdrant",
"Transcript:"
] | /tags/retriever-ranker-architecture/ | html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(52) | [
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] | p | One last question for you, Nicola. | [
"tags",
"tags/retriever-ranker-architecture"
] | 12,420 |
[
"Retriever-Ranker Architecture - Qdrant",
"Transcript:"
] | /tags/retriever-ranker-architecture/ | html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(52) | [
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"tags",
"tags/retriever-ranker-architecture"
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[
"Retriever-Ranker Architecture - Qdrant",
"Transcript:"
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] | p | What indexing method do you use? | [
"tags",
"tags/retriever-ranker-architecture"
] | 12,422 |
[
"Retriever-Ranker Architecture - Qdrant",
"Transcript:"
] | /tags/retriever-ranker-architecture/ | html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(52) | [
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[
"Retriever-Ranker Architecture - Qdrant",
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] | /tags/retriever-ranker-architecture/ | html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(53) | [
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[
"Retriever-Ranker Architecture - Qdrant",
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"tags",
"tags/retriever-ranker-architecture"
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[
"Retriever-Ranker Architecture - Qdrant",
"Transcript:"
] | /tags/retriever-ranker-architecture/ | html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(54) | [
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[
"Retriever-Ranker Architecture - Qdrant",
"Transcript:"
] | /tags/retriever-ranker-architecture/ | html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(54) | [
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] | p | Yeah, I remember you saying that at the beginning, actually. | [
"tags",
"tags/retriever-ranker-architecture"
] | 12,427 |
[
"Retriever-Ranker Architecture - Qdrant",
"Transcript:"
] | /tags/retriever-ranker-architecture/ | html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(54) | [
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] | p | All right, cool. | [
"tags",
"tags/retriever-ranker-architecture"
] | 12,428 |
[
"Retriever-Ranker Architecture - Qdrant",
"Transcript:"
] | /tags/retriever-ranker-architecture/ | html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(54) | [
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] | p | Well, man, thanks a lot and we will see everyone next week for another one of these vector space talks. | [
"tags",
"tags/retriever-ranker-architecture"
] | 12,429 |
[
"Retriever-Ranker Architecture - Qdrant",
"Transcript:"
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] | p | Thank you all for joining and take care. Care. Thanks. | [
"tags",
"tags/retriever-ranker-architecture"
] | 12,430 |
[
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] | p | Dive into the intricacies of semantic search enhancement with Nicolas Mauti, MLOps Engineer at Malt. | [
"tags",
"tags/semantic-search"
] | 12,444 |
[
"Semantic Search - Qdrant",
"Top Takeaways:"
] | /tags/semantic-search/ | html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(4) | [
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] | p | Discover how Nicolas and his team at Malt revolutionize the way freelancers connect with projects. | [
"tags",
"tags/semantic-search"
] | 12,445 |
[
"Semantic Search - Qdrant",
"Top Takeaways:"
] | /tags/semantic-search/ | html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(5) | [
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] | p | In this episode, Nicolas delves into enhancing semantics search at Malt by implementing a retriever-ranker architecture with multilingual transformer-based models, improving freelancer-project matching through a transition to Qdrant that reduced latency from 10 seconds to 1 second and bolstering the platform’s overall performance and scaling capabilities. | [
"tags",
"tags/semantic-search"
] | 12,446 |
[
"Semantic Search - Qdrant",
"Top Takeaways:"
] | /tags/semantic-search/ | html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(6) | [
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[
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[
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] | li | Database Selection Process: Mauti discusses the factors that shaped Malt’s choice of database systems, facilitating a balance between high performance and accurate filtering capabilities. | [
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[
"Semantic Search - Qdrant",
"Top Takeaways:"
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[
"Semantic Search - Qdrant",
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] | h2 | More Quotes from Nicolas: | [
"tags",
"tags/semantic-search"
] | 12,457 |
[
"Semantic Search - Qdrant",
"More Quotes from Nicolas:"
] | /tags/semantic-search/ | html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(8) | [
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"tags",
"tags/semantic-search"
] | 12,458 |
[
"Semantic Search - Qdrant",
"More Quotes from Nicolas:"
] | /tags/semantic-search/ | html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(8) | [
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] | p | Nicolas Mauti | [
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[
"Semantic Search - Qdrant",
"More Quotes from Nicolas:"
] | /tags/semantic-search/ | html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(9) | [
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] | p | “And also one thing that interested us is that it’s multilingual. | [
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[
"Semantic Search - Qdrant",
"More Quotes from Nicolas:"
] | /tags/semantic-search/ | html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(10) | [
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[
"Semantic Search - Qdrant",
"Transcript:"
] | /tags/semantic-search/ | html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(11) | [
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[
"Semantic Search - Qdrant",
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] | p | We’re live. | [
"tags",
"tags/semantic-search"
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[
"Semantic Search - Qdrant",
"Transcript:"
] | /tags/semantic-search/ | html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(11) | [
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] | p | We are live in the flesh. | [
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[
"Semantic Search - Qdrant",
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] | /tags/semantic-search/ | html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(11) | [
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[
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] | p | And welcome to all those vector space explorers out there. | [
"tags",
"tags/semantic-search"
] | 12,470 |
[
"Semantic Search - Qdrant",
"Transcript:"
] | /tags/semantic-search/ | html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(11) | [
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"tags/semantic-search"
] | 12,471 |
[
"Semantic Search - Qdrant",
"Transcript:"
] | /tags/semantic-search/ | html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(11) | [
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] | p | Today we’re going to be talking all about how to superpower your semantics search with my man Nicholas, an ML ops engineer at Malt, in case you do not know what Malt is doing. | [
"tags",
"tags/semantic-search"
] | 12,472 |
[
"Semantic Search - Qdrant",
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] | p | They are pairing up, they’re making a marketplace. | [
"tags",
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[
"Semantic Search - Qdrant",
"Transcript:"
] | /tags/semantic-search/ | html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(11) | [
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[
"Semantic Search - Qdrant",
"Transcript:"
] | /tags/semantic-search/ | html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(12) | [
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[
"Semantic Search - Qdrant",
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] | /tags/semantic-search/ | html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(12) | [
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"tags",
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[
"Semantic Search - Qdrant",
"Transcript:"
] | /tags/semantic-search/ | html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(13) | [
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[
"Semantic Search - Qdrant",
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[
"Semantic Search - Qdrant",
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] | /tags/semantic-search/ | html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(14) | [
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[
"Semantic Search - Qdrant",
"Transcript:"
] | /tags/semantic-search/ | html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(14) | [
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] | p | I love that. | [
"tags",
"tags/semantic-search"
] | 12,480 |
[
"Semantic Search - Qdrant",
"Transcript:"
] | /tags/semantic-search/ | html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(14) | [
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] | p | Well, as I mentioned, I am in an interesting spot because I’m trying to take in all the vitamin D I can while I’m listening to your talk. | [
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] | p | Let us know where you’re calling in from or watching from. | [
"tags",
"tags/semantic-search"
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[
"Semantic Search - Qdrant",
"Transcript:"
] | /tags/semantic-search/ | html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(14) | [
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"tags",
"tags/semantic-search"
] | 12,484 |
[
"Semantic Search - Qdrant",
"Transcript:"
] | /tags/semantic-search/ | html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(14) | [
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] | p | And if need be, I will jump in and stop Nicholas. | [
"tags",
"tags/semantic-search"
] | 12,485 |
[
"Semantic Search - Qdrant",
"Transcript:"
] | /tags/semantic-search/ | html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(14) | [
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[
"Semantic Search - Qdrant",
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] | /tags/semantic-search/ | html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(15) | [
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[
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] | p | Thanks for the, thanks for the introduction and hello, everyone. | [
"tags",
"tags/semantic-search"
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[
"Semantic Search - Qdrant",
"Transcript:"
] | /tags/semantic-search/ | html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(15) | [
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] | p | And thanks for the invitation to this talk, of course. | [
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[
"Semantic Search - Qdrant",
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] | p | Let’s do it. | [
"tags",
"tags/semantic-search"
] | 12,491 |
[
"Semantic Search - Qdrant",
"Transcript:"
] | /tags/semantic-search/ | html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(16) | [
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[
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[
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] | p | Yeah, we will have superpowers at the end of this presentation. | [
"tags",
"tags/semantic-search"
] | 12,496 |
[
"Semantic Search - Qdrant",
"Transcript:"
] | /tags/semantic-search/ | html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(17) | [
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] | p | So, yeah, hello, everyone. | [
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[
"Semantic Search - Qdrant",
"Transcript:"
] | /tags/semantic-search/ | html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(17) | [
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"tags",
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[
"Semantic Search - Qdrant",
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] | p | So I’m Nicola and yeah, I’m working as an Mlaps engineer at Malt. | [
"tags",
"tags/semantic-search"
] | 12,499 |
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