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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 29.9k 2.1k

2. fastembed fastembed Public

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

   Python 2.8k 190

3. qdrant-client qdrant-client Public

   Python client for Qdrant vector search engine

   Python 1.2k 205

4. qdrant-js qdrant-js Public

   JavaScript/Typescript SDK for Qdrant Vector Database

   TypeScript 437 37

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

   Framework for benchmarking vector search engines

   Python 353 141

6. mcp-server-qdrant mcp-server-qdrant Public

   An official Qdrant Model Context Protocol (MCP) server implementation

   Python 1.3k 247