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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 22.3k 1.5k

  2. fastembed Public

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

    Python 1.8k 125

  3. qdrant-client Public

    Python client for Qdrant vector search engine

    Python 895 138

  4. qdrant-js Public

    JavaScript/Typescript SDK for Qdrant Vector Database

    TypeScript 300 29

  5. vector-db-benchmark Public

    Framework for benchmarking vector search engines

    Python 314 97

  6. examples Public

    A collection of examples and tutorials for Qdrant vector search engine

    Jupyter Notebook 149 47

Repositories

Showing 10 of 97 repositories
  • landing_page Public

    Landing page for qdrant.tech

    SCSS 25 82 18 17 Updated Mar 8, 2025
  • kubernetes-api Public

    API definitions for the Qdrant Kubernetes operator

    Go 1 Apache-2.0 1 0 3 Updated Mar 8, 2025
  • bfb Public

    *high-load* benchmarking tool

    Rust 13 3 1 1 Updated Mar 7, 2025
  • go-commons Public

    Common helper packages to use across Go based Qdrant projects.

    0 0 0 1 Updated Mar 7, 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/

    Rust 22,343 Apache-2.0 1,531 308 (4 issues need help) 29 Updated Mar 7, 2025
  • wal Public

    Write Ahead Logging for Rust

    Rust 27 Apache-2.0 10 0 5 Updated Mar 7, 2025
  • qdrant-client Public

    Python client for Qdrant vector search engine

    Python 895 Apache-2.0 138 80 (1 issue needs help) 16 Updated Mar 7, 2025
  • mcp-server-qdrant Public

    Qdrant Model Context Protocol (MCP) server

    Python 93 Apache-2.0 19 2 2 Updated Mar 7, 2025
  • fastembed Public

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

    Python 1,838 Apache-2.0 125 61 (2 issues need help) 3 Updated Mar 7, 2025
  • qdrant-dotnet Public

    Qdrant .Net SDK

    C# 116 Apache-2.0 13 6 (2 issues need help) 0 Updated Mar 6, 2025
View all repositories

Sponsors

  • @Divinci-AI
  • @petercool