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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 28.5k 2k

  2. fastembed fastembed Public

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

    Python 2.7k 177

  3. qdrant-client qdrant-client Public

    Python client for Qdrant vector search engine

    Python 1.2k 190

  4. qdrant-js qdrant-js Public

    JavaScript/Typescript SDK for Qdrant Vector Database

    TypeScript 417 37

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

    Framework for benchmarking vector search engines

    Python 344 136

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

    An official Qdrant Model Context Protocol (MCP) server implementation

    Python 1.2k 227

Repositories

Showing 10 of 119 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 28,486 Apache-2.0 2,023 380 (4 issues need help) 79 Updated Jan 30, 2026
  • qdrant-cloud-public-api Public
    qdrant/qdrant-cloud-public-api’s past year of commit activity
    Shell 6 Apache-2.0 1 0 1 Updated Jan 30, 2026
  • qdrant-edge-demo Public

    POC visual search with smart glasses and Qdrant Edge.

    qdrant/qdrant-edge-demo’s past year of commit activity
    Python 41 2 0 1 Updated Jan 30, 2026
  • landing_page Public

    Landing page for qdrant.tech

    qdrant/landing_page’s past year of commit activity
    SCSS 51 131 45 39 Updated Jan 30, 2026
  • migration Public

    Tool to migrate data into Qdrant

    qdrant/migration’s past year of commit activity
    Go 66 Apache-2.0 9 0 0 Updated Jan 29, 2026
  • terraform-provider-qdrant-cloud Public

    A Terraform plugin that allows to manage and configure Qdrant Cloud resources

    qdrant/terraform-provider-qdrant-cloud’s past year of commit activity
    Go 5 Apache-2.0 3 0 1 Updated Jan 29, 2026
  • examples Public

    A collection of examples and tutorials for Qdrant vector search engine

    qdrant/examples’s past year of commit activity
    Jupyter Notebook 202 Apache-2.0 69 5 16 Updated Jan 29, 2026
  • mcp-server-qdrant Public

    An official Qdrant Model Context Protocol (MCP) server implementation

    qdrant/mcp-server-qdrant’s past year of commit activity
    Python 1,189 Apache-2.0 227 19 18 Updated Jan 28, 2026
  • qdrant-dotnet Public

    Qdrant .Net SDK

    qdrant/qdrant-dotnet’s past year of commit activity
    C# 193 Apache-2.0 18 5 (1 issue needs help) 2 Updated Jan 28, 2026
  • 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 1 Apache-2.0 0 0 0 Updated Jan 27, 2026
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Sponsors

  • @petercool