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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 29.1k 2.1k

  2. fastembed fastembed Public

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

    Python 2.7k 179

  3. qdrant-client qdrant-client Public

    Python client for Qdrant vector search engine

    Python 1.2k 195

  4. qdrant-js qdrant-js Public

    JavaScript/Typescript SDK for Qdrant Vector Database

    TypeScript 426 37

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

    Framework for benchmarking vector search engines

    Python 349 140

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

    An official Qdrant Model Context Protocol (MCP) server implementation

    Python 1.2k 233

Repositories

Showing 10 of 125 repositories
  • rust-client Public

    Rust client for Qdrant vector search engine

    qdrant/rust-client’s past year of commit activity
    Rust 383 Apache-2.0 77 22 14 Updated Feb 26, 2026
  • 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 29,137 Apache-2.0 2,054 385 (4 issues need help) 82 Updated Feb 27, 2026
  • landing_page Public

    Landing page for qdrant.tech

    qdrant/landing_page’s past year of commit activity
    SCSS 52 131 49 37 Updated Feb 26, 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 70 5 15 Updated Feb 26, 2026
  • qdrant-cloud-public-api Public
    qdrant/qdrant-cloud-public-api’s past year of commit activity
    Shell 8 Apache-2.0 1 0 1 Updated Feb 26, 2026
  • migration Public

    Tool to migrate data into Qdrant

    qdrant/migration’s past year of commit activity
    Go 70 Apache-2.0 9 0 5 Updated Feb 25, 2026
  • relevance-feedback Public
    qdrant/relevance-feedback’s past year of commit activity
    Python 4 0 0 0 Updated Feb 25, 2026
  • qdrant-client Public

    Python client for Qdrant vector search engine

    qdrant/qdrant-client’s past year of commit activity
    Python 1,228 Apache-2.0 195 111 (2 issues need help) 28 Updated Feb 24, 2026
  • qdrant-web-ui Public

    Self-hosted web UI for Qdrant

    qdrant/qdrant-web-ui’s past year of commit activity
    JavaScript 376 Apache-2.0 128 32 17 Updated Feb 24, 2026
  • qdrant-cloud-buf-plugins Public

    Collection of Buf plugins used by Qdrant Cloud APIs

    qdrant/qdrant-cloud-buf-plugins’s past year of commit activity
    Go 1 Apache-2.0 0 0 1 Updated Feb 23, 2026
View all repositories

Sponsors

  • @petercool