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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 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 24.6k 1.7k

  2. fastembed Public

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

    Python 2.2k 144

  3. qdrant-client Public

    Python client for Qdrant vector search engine

    Python 1k 154

  4. qdrant-js Public

    JavaScript/Typescript SDK for Qdrant Vector Database

    TypeScript 347 30

  5. vector-db-benchmark Public

    Framework for benchmarking vector search engines

    Python 327 112

  6. mcp-server-qdrant Public

    An official Qdrant Model Context Protocol (MCP) server implementation

    Python 761 104

Repositories

Showing 10 of 110 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/

    Rust 24,625 Apache-2.0 1,696 341 (4 issues need help) 46 Updated Jul 12, 2025
  • rust-client Public

    Rust client for Qdrant vector search engine

    Rust 303 Apache-2.0 58 17 6 Updated Jul 12, 2025
  • qdrant-cloud-public-api Public
    Python 2 Apache-2.0 0 0 3 Updated Jul 11, 2025
  • landing_page Public

    Landing page for qdrant.tech

    SCSS 32 107 34 29 Updated Jul 11, 2025
  • qdrant-web-ui Public

    Self-hosted web UI for Qdrant

    JavaScript 296 Apache-2.0 102 33 15 Updated Jul 11, 2025
  • fastembed Public

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

    Python 2,205 Apache-2.0 144 77 (2 issues need help) 10 Updated Jul 11, 2025
  • qdrant-js Public

    JavaScript/Typescript SDK for Qdrant Vector Database

    TypeScript 347 Apache-2.0 30 21 (1 issue needs help) 7 Updated Jul 11, 2025
  • bfb Public

    *high-load* benchmarking tool

    Rust 13 4 1 2 Updated Jul 11, 2025
  • qdrant-dotnet Public

    Qdrant .Net SDK

    C# 144 Apache-2.0 14 3 (1 issue needs help) 1 Updated Jul 10, 2025
  • java-client Public

    Official Java client for Qdrant

    Java 60 Apache-2.0 8 4 1 Updated Jul 10, 2025
View all repositories

Sponsors

  • @Divinci-AI
  • @petercool