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1. qdrant qdrant Public

   Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

   Rust 22.2k 1.5k

2. fastembed fastembed Public

   Fast, Accurate, Lightweight Python library to make State of the Art Embedding

   Python 1.8k 122

3. qdrant-client qdrant-client Public

   Python client for Qdrant vector search engine

   Python 885 136

4. qdrant-js qdrant-js Public

   JavaScript/Typescript SDK for Qdrant Vector Database

   TypeScript 300 29

5. vector-db-benchmark vector-db-benchmark Public

   Framework for benchmarking vector search engines

   Python 313 97

6. examples examples Public

   A collection of examples and tutorials for Qdrant vector search engine

   Jupyter Notebook 149 46