Python nearest-neighbor-search

Open-source Python projects categorized as nearest-neighbor-search
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Top 7 Python nearest-neighbor-search Projects

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  1. docarray

    Represent, send, store and search multimodal data

  2. SaaSHub

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  3. pynndescent

    A Python nearest neighbor descent for approximate nearest neighbors

    Project mention: Jvector And Python! (Part 4 of jvector series) | dev.to | 2026-01-14

    PyNNDescent (Python nearest neighbor descent for approximate nearest neighbors): https://github.com/lmcinnes/pynndescent

  4. quaterion

    Blazing fast framework for fine-tuning similarity learning models

  5. citrus

    (distributed) vector database (by 0xDebabrata)

  6. lshashing

    python library to perform Locality-Sensitive Hashing for faster nearest neighbors search in high dimensional data

  7. tinyknn

    A tiny approximate K-Nearest Neighbour library in Python based on Fast Product Quantization and IVF

  8. sera-vq

    SERA-VQ: Discrete codes for extreme embedding compression — outperforms PCA+int8 at low memory budgets on BEIR/SciFact

    Project mention: Sera-VQ: Discrete codes outperform PCA under extreme embedding compression | news.ycombinator.com | 2026-05-02
NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

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Python nearest-neighbor-search related posts

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  • A note from our sponsor - SaaSHub
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Index

What are some of the best open-source nearest-neighbor-search projects in Python? This list will help you:

# Project Stars
1 docarray 3,121
2 pynndescent 966
3 quaterion 660
4 citrus 105
5 lshashing 19
6 tinyknn 18
7 sera-vq 0

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