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Qdrant

Creating advanced vector search technology
README.md

Qdrant

Powering the next generation of AI applications
with advanced and high-performant vector similarity search technology.
Qdrant is an enterprise-ready, high-performance, massive-scale Vector Database available as open-source, cloud, and managed on-premise solution.

- Homepage - Documentation - Cloud platform - Discord Community -

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  1. 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 23.6k 1.6k

  2. fastembed Public

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

    Python 2.1k 133

  3. qdrant-client Public

    Python client for Qdrant vector search engine

    Python 967 145

  4. qdrant-js Public

    JavaScript/Typescript SDK for Qdrant Vector Database

    TypeScript 328 31

  5. vector-db-benchmark Public

    Framework for benchmarking vector search engines

    Python 320 106

  6. mcp-server-qdrant Public

    An official Qdrant Model Context Protocol (MCP) server implementation

    Python 582 81

Repositories

Showing 10 of 102 repositories
  • migration Public

    Tool to migrate data into Qdrant

    Go 37 Apache-2.0 2 1 1 Updated May 19, 2025
  • kubernetes-api Public

    API definitions for the Qdrant Kubernetes operator

    Go 1 Apache-2.0 1 0 5 Updated May 19, 2025
  • fastembed Public

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

    Python 2,062 Apache-2.0 133 71 (2 issues need help) 6 Updated May 19, 2025
  • landing_page Public

    Landing page for qdrant.tech

    SCSS 30 95 23 16 Updated May 19, 2025
  • qdrant-client Public

    Python client for Qdrant vector search engine

    Python 967 Apache-2.0 145 93 (2 issues need help) 17 Updated May 19, 2025
  • 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 23,633 Apache-2.0 1,626 333 (4 issues need help) 41 Updated May 19, 2025
  • wal Public

    Write Ahead Logging for Rust

    Rust 29 Apache-2.0 11 0 6 Updated May 19, 2025
  • qdrant-cloud-support-tools Public

    Tools to help Qdrant Cloud users troubleshoot issues and help Qdrant Support Engineers diagnose problems

    Shell 2 Apache-2.0 2 0 1 Updated May 19, 2025
  • vector-db-benchmark Public

    Framework for benchmarking vector search engines

    Python 320 Apache-2.0 106 16 (3 issues need help) 16 Updated May 19, 2025
  • qdrant-helm Public
    Go 122 Apache-2.0 62 20 10 Updated May 19, 2025
View all repositories

Sponsors

  • @Divinci-AI
  • @petercool