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If you want an easy way to evaluate Faiss, Hnswlib and Annoy vector backends, check out txtai - https://github.com/neuml/txtai https://github.com/neuml/txtai. t
by dmezzetti 3y ago
If you want an easy way to evaluate Faiss, Hnswlib and Annoy vector backends, check out txtai - https://github.com/neuml/txtai https://github.com/neuml/txtai. txtai also supports NumPy and PyTorch vector storage.
Disclaimer: I am the author of txtai
- Scene_Cast2 3y agoWould you have any quick links or data on how they compare in terms of speed and recall?
- dmezzetti 3y agohttps://ann-benchmarks.com/ https://ann-benchmarks.com/ is a good resource covering those libraries and much more.