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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 23.8k 1.6k

  2. fastembed fastembed Public

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

    Python 2.1k 135

  3. qdrant-client qdrant-client Public

    Python client for Qdrant vector search engine

    Python 973 146

  4. qdrant-js qdrant-js Public

    JavaScript/Typescript SDK for Qdrant Vector Database

    TypeScript 328 31

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

    Framework for benchmarking vector search engines

    Python 320 107

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

    An official Qdrant Model Context Protocol (MCP) server implementation

    Python 613 84

Repositories

Showing 10 of 103 repositories
  • vector-db-benchmark Public

    Framework for benchmarking vector search engines

    qdrant/vector-db-benchmark’s past year of commit activity
    Python 320 Apache-2.0 107 16 (3 issues need help) 17 Updated May 28, 2025
  • migration Public

    Tool to migrate data into Qdrant

    qdrant/migration’s past year of commit activity
    Go 37 Apache-2.0 2 1 9 Updated May 28, 2025
  • bfb Public

    *high-load* benchmarking tool

    qdrant/bfb’s past year of commit activity
    Rust 14 3 1 2 Updated May 28, 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/

    qdrant/qdrant’s past year of commit activity
    Rust 23,794 Apache-2.0 1,639 329 (4 issues need help) 40 Updated May 28, 2025
  • landing_page Public

    Landing page for qdrant.tech

    qdrant/landing_page’s past year of commit activity
    SCSS 31 97 28 18 Updated May 27, 2025
  • examples Public

    A collection of examples and tutorials for Qdrant vector search engine

    qdrant/examples’s past year of commit activity
    Jupyter Notebook 165 Apache-2.0 57 4 13 Updated May 27, 2025
  • rust-client Public

    Rust client for Qdrant vector search engine

    qdrant/rust-client’s past year of commit activity
    Rust 285 Apache-2.0 54 15 5 Updated May 27, 2025
  • kubernetes-api Public

    API definitions for the Qdrant Kubernetes operator

    qdrant/kubernetes-api’s past year of commit activity
    Go 1 Apache-2.0 1 0 6 Updated May 26, 2025
  • float8-experiment Public

    Experiments with float8 vector datatype

    qdrant/float8-experiment’s past year of commit activity
    Rust 0 0 0 0 Updated May 24, 2025
  • qdrant-dotnet Public

    Qdrant .Net SDK

    qdrant/qdrant-dotnet’s past year of commit activity
    C# 135 Apache-2.0 13 3 (1 issue needs help) 0 Updated May 24, 2025
View all repositories

Sponsors

  • @Divinci-AI
  • @petercool