Show HN: Vicinity – Fast, Lightweight Nearest Neighbors with Flexible Back Ends

We’ve just open-sourced Vicinity, a lightweight approximate nearest neighbors (ANN) search package that allows for fast experimentation and comparison of a larger number of well known algorithms.

Main features:

- Lightweight: the base package only uses Numpy

- Unified interface: use any of the supported algorithms and backends with a single interface: HNSW, Annoy, FAISS, and many more algorithms and libraries are supported

- Easy evaluation: evaluate the performance of your backend w

6mo | Hacker news

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