LanceDB: An Open-Source Serverless Vector Database in Rust

LanceDB: An Open-Source Serverless Vector Database in Rust

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Intro

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1 of 17

Intro

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LanceDB: An Open-Source Serverless Vector Database in Rust

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  1. 1 Intro
  2. 2 about lancedb
  3. 3 a bit of history of lancedb
  4. 4 we love rust!
  5. 5 what is vector database
  6. 6 applicaiton: text-to-image recommendation
  7. 7 challenges
  8. 8 build vector index in rust: ivf_pq
  9. 9 yet another kmean in rust!
  10. 10 i/o is tricky too! no linear indexing = scan!
  11. 11 ivf pq index on-disk layout
  12. 12 sql and full text search
  13. 13 but, how can i use it
  14. 14 did we mention that lancedb is in-process db?
  15. 15 lancedb is in-process db
  16. 16 lancedb cloud
  17. 17 thank you

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