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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 25.7k 1.8k

  2. fastembed fastembed Public

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

    Python 2.3k 152

  3. qdrant-client qdrant-client Public

    Python client for Qdrant vector search engine

    Python 1.1k 161

  4. qdrant-js qdrant-js Public

    JavaScript/Typescript SDK for Qdrant Vector Database

    TypeScript 368 35

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

    Framework for benchmarking vector search engines

    Python 330 122

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

    An official Qdrant Model Context Protocol (MCP) server implementation

    Python 899 137

Repositories

Showing 10 of 115 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 25,685 Apache-2.0 1,792 348 (4 issues need help) 60 Updated Sep 3, 2025
  • crasher Public

    Crashing the party

    qdrant/crasher’s past year of commit activity
    Rust 2 3 0 0 Updated Sep 3, 2025
  • mcp-for-docs Public

    MCP server for accessing documentation and code snippets of dev tools. Based on `mcp-server-qdrant`

    qdrant/mcp-for-docs’s past year of commit activity
    Python 3 0 0 2 Updated Sep 3, 2025
  • landing_page Public

    Landing page for qdrant.tech

    qdrant/landing_page’s past year of commit activity
    SCSS 38 114 41 31 Updated Sep 3, 2025
  • rust-client Public

    Rust client for Qdrant vector search engine

    qdrant/rust-client’s past year of commit activity
    Rust 325 Apache-2.0 66 16 11 Updated Sep 3, 2025
  • qdrant-web-ui Public

    Self-hosted web UI for Qdrant

    qdrant/qdrant-web-ui’s past year of commit activity
    JavaScript 322 Apache-2.0 109 32 16 Updated Sep 3, 2025
  • parking-stress Public

    Debugging parking_lot

    qdrant/parking-stress’s past year of commit activity
    Rust 0 0 0 0 Updated Sep 3, 2025
  • qdrant-cloud-public-api Public
    qdrant/qdrant-cloud-public-api’s past year of commit activity
    Python 3 Apache-2.0 0 0 0 Updated Sep 3, 2025
  • migration Public

    Tool to migrate data into Qdrant

    qdrant/migration’s past year of commit activity
    Go 56 Apache-2.0 5 0 2 Updated Sep 3, 2025
  • bfb Public

    *high-load* benchmarking tool

    qdrant/bfb’s past year of commit activity
    Rust 13 4 1 0 Updated Sep 2, 2025
View all repositories

Sponsors

  • @Divinci-AI
  • @petercool