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Interesting. Did you also tackle the incremental update problem with FAISS?
by dontreact 5y ago
Interesting. Did you also tackle the incremental update problem with FAISS?
- leobg 5y agohnswlib[1] allows for incremental updates. And I believe in terms of accuracy it stacks up fairly well against alternatives like FAISS or ScaNN. [1]: https://github.com/nmslib/hnswlib/ https://github.com/nmslib/hnswlib/
- freediver 5y agoNo, I didn't have a need for it in this demo (but is certainly possible with Faiss).
- dontreact 5y agoThanks for sharing all that you have so far. I’d be super curious to learn more about how to best do incremental updates with FAISS!
- pierrefermat1 5y agoLikewise here, had a look around on the Weaviate website too and couldn't find much on how they are internally handling incremental updates
- thirdtrigger 5y agoDid you see this blog? https://db-engines.com/en/blog_post/87 https://db-engines.com/en/blog_post/87 It's an interesting point tho. Maybe it's good to add this to the docs as well