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Interesting. Did you also tackle the incremental update problem with FAISS?

hnswlib[1] allows for incremental updates. And I believe in terms of accuracy it stacks up fairly well against alternatives like FAISS or ScaNN.

No, I didn't have a need for it in this demo (but is certainly possible with Faiss).

Thanks 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!

Likewise here, had a look around on the Weaviate website too and couldn't find much on how they are internally handling incremental updates

It's an interesting point tho. Maybe it's good to add this to the docs as well