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annoy
Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk
I’ve used annoy [0] for vector-similarity search before. Does anyone know the differences between Faiss and annoy? Thanks!
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There are benchmarks you can consider (with your use case and setup in mind of course)
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Here's a list of vector similarity search projects: https://github.com/currentsapi/awesome-vector-search, you can find other alternative method than faiss.
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a more popular project.