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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 29.2k 2.1k

  2. fastembed fastembed Public

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

    Python 2.7k 180

  3. qdrant-client qdrant-client Public

    Python client for Qdrant vector search engine

    Python 1.2k 199

  4. qdrant-js qdrant-js Public

    JavaScript/Typescript SDK for Qdrant Vector Database

    TypeScript 426 37

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

    Framework for benchmarking vector search engines

    Python 350 140

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

    An official Qdrant Model Context Protocol (MCP) server implementation

    Python 1.3k 238

Repositories

Showing 10 of 125 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 29,231 Apache-2.0 2,063 388 (4 issues need help) 85 Updated Mar 3, 2026
  • migration Public

    Tool to migrate data into Qdrant

    qdrant/migration’s past year of commit activity
    Go 70 Apache-2.0 9 0 3 Updated Mar 3, 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 1 Updated Mar 2, 2026
  • kubernetes-api Public

    API definitions for the Qdrant Kubernetes operator

    qdrant/kubernetes-api’s past year of commit activity
    Go 5 Apache-2.0 1 0 6 Updated Mar 2, 2026
  • qdrant-cloud-public-api Public
    qdrant/qdrant-cloud-public-api’s past year of commit activity
    Shell 8 Apache-2.0 1 0 1 Updated Mar 2, 2026
  • bfb Public

    *high-load* benchmarking tool

    qdrant/bfb’s past year of commit activity
    Rust 16 4 1 2 Updated Mar 2, 2026
  • landing_page Public

    Landing page for qdrant.tech

    qdrant/landing_page’s past year of commit activity
    SCSS 52 133 49 40 Updated Mar 2, 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 4 0 6 Updated Mar 2, 2026
  • page-search Public

    Neural search for web-sites, docs, articles - online!

    qdrant/page-search’s past year of commit activity
    Rust 149 Apache-2.0 7 0 3 Updated Mar 2, 2026
  • webinar-elastic-qdrant-ecommerce Public
    qdrant/webinar-elastic-qdrant-ecommerce’s past year of commit activity
    Python 1 0 0 2 Updated Mar 1, 2026
View all repositories

Sponsors

  • @petercool