Vector Databases 101

• faiss

  75 30,479 9.6 C++

  A library for efficient similarity search and clustering of dense vectors.

  

  If you want to go larger you could still use some simple setup in conjunction with faiss, annoy or hnsw.

• InfluxDB

  www.influxdata.com featured

  Purpose built for real-time analytics at any scale. InfluxDB Platform is powered by columnar analytics, optimized for cost-efficient storage, and built with open data standards.

  

• annoy

  40 13,107 4.3 C++

  Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

  

  If you want to go larger you could still use some simple setup in conjunction with faiss, annoy or hnsw.

• hnswlib

  13 4,268 3.6 C++

  Header-only C++/python library for fast approximate nearest neighbors

  

  If you want to go larger you could still use some simple setup in conjunction with faiss, annoy or hnsw.

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