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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 26.5k 1.8k

  2. fastembed fastembed Public

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

    Python 2.4k 157

  3. qdrant-client qdrant-client Public

    Python client for Qdrant vector search engine

    Python 1.1k 167

  4. qdrant-js qdrant-js Public

    JavaScript/Typescript SDK for Qdrant Vector Database

    TypeScript 387 36

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

    Framework for benchmarking vector search engines

    Python 334 124

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

    An official Qdrant Model Context Protocol (MCP) server implementation

    Python 985 157

Repositories

Showing 10 of 116 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 26,492 Apache-2.0 1,844 356 (4 issues need help) 69 Updated Oct 8, 2025
  • landing_page Public

    Landing page for qdrant.tech

    qdrant/landing_page’s past year of commit activity
    SCSS 42 119 42 47 Updated Oct 8, 2025
  • qdrant-cloud-public-api Public
    qdrant/qdrant-cloud-public-api’s past year of commit activity
    Shell 3 Apache-2.0 0 0 2 Updated Oct 8, 2025
  • crasher Public

    Crashing the party

    qdrant/crasher’s past year of commit activity
    Rust 2 3 0 0 Updated Oct 8, 2025
  • examples Public

    A collection of examples and tutorials for Qdrant vector search engine

    qdrant/examples’s past year of commit activity
    Jupyter Notebook 191 Apache-2.0 67 5 15 Updated Oct 8, 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 7 0 0 2 Updated Oct 8, 2025
  • coach Public

    Coach running drills to train qdrant deployments

    qdrant/coach’s past year of commit activity
    Rust 2 1 5 0 Updated Oct 8, 2025
  • 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 0 Apache-2.0 0 0 0 Updated Oct 7, 2025
  • vector-db-benchmark Public

    Framework for benchmarking vector search engines

    qdrant/vector-db-benchmark’s past year of commit activity
    Python 334 Apache-2.0 124 17 (3 issues need help) 15 Updated Oct 7, 2025
  • quaterion Public

    Blazing fast framework for fine-tuning similarity learning models

    qdrant/quaterion’s past year of commit activity
    Python 657 Apache-2.0 46 9 (1 issue needs help) 3 Updated Oct 6, 2025
View all repositories

Sponsors

  • @Divinci-AI
  • @petercool