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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(41) | [
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] | p | Nicolas Mauti: | [
"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(41) | [
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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(42) | [
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] | p | That’s incredible. | [
"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(43) | [
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] | p | It was a very good news for us. | [
"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(43) | [
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] | p | And so that’s all. | [
"tags",
"tags/semantic-search"
] | 12,707 |
[
"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(43) | [
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] | p | And so maybe you have plenty of question and maybe we can go with that. | [
"tags",
"tags/semantic-search"
] | 12,708 |
[
"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(44) | [
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[
"Semantic Search - Qdrant",
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] | p | It seems like it’s getting better every day. | [
"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(44) | [
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"tags",
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] | 12,712 |
[
"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(44) | [
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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(45) | [
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[
"Semantic Search - Qdrant",
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] | p | So before that we didn’t add any library or service or we were not doing any inn search or semantic search in the way we are doing it right now. | [
"tags",
"tags/semantic-search"
] | 12,716 |
[
"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(45) | [
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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(45) | [
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] | p | And so that’s why it was also so slow because you had to constrict each pair and send each pair to your model. | [
"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(45) | [
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] | p | And so right now we don’t have to do that and so it’s much better. | [
"tags",
"tags/semantic-search"
] | 12,719 |
[
"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(46) | [
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] | p | One question from my side is it took you, I think you said in October you started with the A B test and then in December you rolled it out. | [
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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(46) | [
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] | p | What was that last slide that you had? | [
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[
"Semantic Search - Qdrant",
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"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(47) | [
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[
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] | p | Why the hesitation? | [
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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(48) | [
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[
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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(49) | [
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"Semantic Search - Qdrant",
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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/semantic-search"
] | 12,732 |
[
"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(49) | [
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] | p | And the risk is that the two model doesn’t agree with each other. | [
"tags",
"tags/semantic-search"
] | 12,735 |
[
"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(49) | [
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"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(49) | [
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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(49) | [
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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(50) | [
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[
"Semantic Search - Qdrant",
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] | p | It makes complete sense. | [
"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(50) | [
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] | p | Well, man, I really appreciate this. | [
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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(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? | [
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"tags/semantic-search"
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[
"Semantic Search - Qdrant",
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] | p | I encourage everyone to do that. | [
"tags",
"tags/semantic-search"
] | 12,743 |
[
"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(50) | [
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] | p | And thanks so much, Nicholas. | [
"tags",
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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(50) | [
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[
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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(52) | [
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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(52) | [
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"tags/semantic-search"
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[
"Semantic Search - Qdrant",
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] | p | We would love to have you on here. | [
"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(52) | [
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[
"Semantic Search - Qdrant",
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] | p | What indexing method do you use? | [
"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(52) | [
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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(53) | [
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] | p | Nicolas Mauti: | [
"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(53) | [
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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(54) | [
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[
"Semantic Search - Qdrant",
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] | p | Yeah, I remember you saying that at the beginning, actually. | [
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[
"Semantic Search - Qdrant",
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[
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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. | [
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[
"Semantic Search - Qdrant",
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] | p | “We found a trade off between performance and precision in Qdrant’s that were better for us than what we can found on Elasticsearch.”– | [
"blog",
"blog/semantic-search-vector-database"
] | 12,764 |
[
"Superpower your Semantic Search using Vector Database - Nicolas Mauti | Vector Space Talks - Qdrant",
"Superpower your Semantic Search using Vector Database - Nicolas Mauti | Vector Space Talks"
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[
"Superpower your Semantic Search using Vector Database - Nicolas Mauti | Vector Space Talks - Qdrant",
"Superpower your Semantic Search using Vector Database - Nicolas Mauti | Vector Space Talks"
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"blog",
"blog/semantic-search-vector-database"
] | 12,772 |
[
"Superpower your Semantic Search using Vector Database - Nicolas Mauti | Vector Space Talks - Qdrant",
"Superpower your Semantic Search using Vector Database - Nicolas Mauti | Vector Space Talks"
] | /blog/semantic-search-vector-database/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(2) | [
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"blog",
"blog/semantic-search-vector-database"
] | 12,773 |
[
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"Superpower your Semantic Search using Vector Database - Nicolas Mauti | Vector Space Talks"
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"blog",
"blog/semantic-search-vector-database"
] | 12,774 |
[
"Superpower your Semantic Search using Vector Database - Nicolas Mauti | Vector Space Talks - Qdrant",
"Superpower your Semantic Search using Vector Database - Nicolas Mauti | Vector Space Talks"
] | /blog/semantic-search-vector-database/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(3) | [
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] | p | You can also watch this episode on YouTube. | [
"blog",
"blog/semantic-search-vector-database"
] | 12,775 |
[
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[
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] | p | Discover how Nicolas and his team at Malt revolutionize the way freelancers connect with projects. | [
"blog",
"blog/semantic-search-vector-database"
] | 12,778 |
[
"Superpower your Semantic Search using Vector Database - Nicolas Mauti | Vector Space Talks - Qdrant",
"Top Takeaways:"
] | /blog/semantic-search-vector-database/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > 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. | [
"blog",
"blog/semantic-search-vector-database"
] | 12,779 |
[
"Superpower your Semantic Search using Vector Database - Nicolas Mauti | Vector Space Talks - Qdrant",
"Top Takeaways:"
] | /blog/semantic-search-vector-database/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(6) | [
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[
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"Top Takeaways:"
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[
"Superpower your Semantic Search using Vector Database - Nicolas Mauti | Vector Space Talks - Qdrant",
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"blog/semantic-search-vector-database"
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[
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] | p | 00:00 Matching app experiencing major performance issues.04:56 Filtering freelancers and adopting retriever-ranker architecture.09:20 Multilingual encoder model for adapting semantic space.10:52 Review, retrain, categorize, and organize freelancers’ responses.16:30 Trouble with geospatial filtering databases17:37 Benchmarking performance and precision of search algorithms.21:11 Deployed in Kubernetes. | [
"blog",
"blog/semantic-search-vector-database"
] | 12,788 |
[
"Superpower your Semantic Search using Vector Database - Nicolas Mauti | Vector Space Talks - Qdrant",
"Show Notes:"
] | /blog/semantic-search-vector-database/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(7) | [
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] | p | “And so GitHub’s approach is basic idea that your git repository is your source of truth regarding what you must have in your Kubernetes clusters.”– | [
"blog",
"blog/semantic-search-vector-database"
] | 12,791 |
[
"Superpower your Semantic Search using Vector Database - Nicolas Mauti | Vector Space Talks - Qdrant",
"More Quotes from Nicolas:"
] | /blog/semantic-search-vector-database/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(8) | [
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"blog/semantic-search-vector-database"
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] | p | And as Malt is a European company, we have to have to model a multilingual model.”– | [
"blog",
"blog/semantic-search-vector-database"
] | 12,796 |
[
"Superpower your Semantic Search using Vector Database - Nicolas Mauti | Vector Space Talks - Qdrant",
"More Quotes from Nicolas:"
] | /blog/semantic-search-vector-database/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(10) | [
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