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@qdrant

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 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 28.8k 2k

  2. fastembed fastembed Public

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

    Python 2.7k 177

  3. qdrant-client qdrant-client Public

    Python client for Qdrant vector search engine

    Python 1.2k 192

  4. qdrant-js qdrant-js Public

    JavaScript/Typescript SDK for Qdrant Vector Database

    TypeScript 423 37

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

    Framework for benchmarking vector search engines

    Python 346 137

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

    An official Qdrant Model Context Protocol (MCP) server implementation

    Python 1.2k 230

Repositories

Showing 10 of 122 repositories
  • 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/

    qdrant/qdrant’s past year of commit activity
    Rust 28,753 Apache-2.0 2,031 386 (4 issues need help) 78 Updated Feb 12, 2026
  • landing_page Public

    Landing page for qdrant.tech

    qdrant/landing_page’s past year of commit activity
    SCSS 52 131 45 46 Updated Feb 12, 2026
  • vector-db-benchmark Public

    Framework for benchmarking vector search engines

    qdrant/vector-db-benchmark’s past year of commit activity
    Python 346 Apache-2.0 137 17 (3 issues need help) 16 Updated Feb 12, 2026
  • java-client Public

    Official Java client for Qdrant

    qdrant/java-client’s past year of commit activity
    Java 82 Apache-2.0 14 2 1 Updated Feb 12, 2026
  • go-client Public

    Go client for Qdrant vector search engine

    qdrant/go-client’s past year of commit activity
    Go 306 Apache-2.0 20 0 0 Updated Feb 12, 2026
  • qdrant-dotnet Public

    Qdrant .Net SDK

    qdrant/qdrant-dotnet’s past year of commit activity
    C# 197 Apache-2.0 18 5 (1 issue needs help) 2 Updated Feb 12, 2026
  • qdrant-web-ui Public

    Self-hosted web UI for Qdrant

    qdrant/qdrant-web-ui’s past year of commit activity
    JavaScript 370 Apache-2.0 127 32 18 Updated Feb 11, 2026
  • bfb Public

    *high-load* benchmarking tool

    qdrant/bfb’s past year of commit activity
    Rust 16 4 1 2 Updated Feb 11, 2026
  • examples Public

    A collection of examples and tutorials for Qdrant vector search engine

    qdrant/examples’s past year of commit activity
    Jupyter Notebook 201 Apache-2.0 69 5 15 Updated Feb 11, 2026
  • wal Public

    Write Ahead Logging for Rust

    qdrant/wal’s past year of commit activity
    Rust 37 Apache-2.0 14 0 3 Updated Feb 11, 2026
View all repositories

Sponsors

  • @petercool