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autofaiss reviews and mentions
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You Don't Need LangChain;
I might be wrong here. I just know some product quantization techniques, but you can reduce the index by a lot! However, from my research, the more size you reduce, the more retrieval quality is also reduced.
Quoting from https://github.com/criteo/autofaiss
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Cheapest Vector Database
Autofaiss - https://github.com/criteo/autofaiss can be configured to make extremely tiny and efficient indexes.
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Vector database built for scalable similarity search
Don't start with mullivus if you're learning. Too much yak shaving. Try https://github.com/criteo/autofaiss.
Also, TBH, it is a lot cheaper to run a simple faiss index.
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A note from our sponsor - WorkOS
workos.com | 19 Apr 2024
Stats
criteo/autofaiss is an open source project licensed under Apache License 2.0 which is an OSI approved license.
The primary programming language of autofaiss is Python.