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