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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 24k 1.6k

  2. fastembed fastembed Public

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

    Python 2.1k 138

  3. qdrant-client qdrant-client Public

    Python client for Qdrant vector search engine

    Python 981 146

  4. qdrant-js qdrant-js Public

    JavaScript/Typescript SDK for Qdrant Vector Database

    TypeScript 332 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 638 87

Repositories

Showing 10 of 104 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 23,959 Apache-2.0 1,646 332 (4 issues need help) 47 Updated Jun 5, 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 58 4 14 Updated Jun 5, 2025
  • 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) 16 Updated Jun 5, 2025
  • landing_page Public

    Landing page for qdrant.tech

    qdrant/landing_page’s past year of commit activity
    SCSS 31 98 29 20 Updated Jun 5, 2025
  • migration Public

    Tool to migrate data into Qdrant

    qdrant/migration’s past year of commit activity
    Go 38 Apache-2.0 2 1 1 Updated Jun 4, 2025
  • n8n-nodes-qdrant Public

    Official n8n node for interfacing with Qdrant

    qdrant/n8n-nodes-qdrant’s past year of commit activity
    TypeScript 26 MIT 0 0 0 Updated Jun 4, 2025
  • mcp-server-qdrant Public

    An official Qdrant Model Context Protocol (MCP) server implementation

    qdrant/mcp-server-qdrant’s past year of commit activity
    Python 638 Apache-2.0 87 10 6 Updated Jun 4, 2025
  • bfb Public

    *high-load* benchmarking tool

    qdrant/bfb’s past year of commit activity
    Rust 14 3 1 3 Updated Jun 4, 2025
  • qdrant-web-ui Public

    Self-hosted web UI for Qdrant

    qdrant/qdrant-web-ui’s past year of commit activity
    JavaScript 281 Apache-2.0 91 29 14 Updated Jun 3, 2025
  • create-collection-form Public

    Sophisticated form to create qdrant collections simple

    qdrant/create-collection-form’s past year of commit activity
    JavaScript 0 0 0 2 Updated Jun 3, 2025
View all repositories

Sponsors

  • @Divinci-AI
  • @petercool