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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 27.8k 2k

  2. fastembed fastembed Public

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

    Python 2.6k 168

  3. qdrant-client qdrant-client Public

    Python client for Qdrant vector search engine

    Python 1.2k 185

  4. qdrant-js qdrant-js Public

    JavaScript/Typescript SDK for Qdrant Vector Database

    TypeScript 412 37

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

    Framework for benchmarking vector search engines

    Python 342 130

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

    An official Qdrant Model Context Protocol (MCP) server implementation

    Python 1.1k 213

Repositories

Showing 10 of 117 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 27,833 Apache-2.0 1,956 371 (4 issues need help) 79 Updated Dec 24, 2025
  • landing_page Public

    Landing page for qdrant.tech

    qdrant/landing_page’s past year of commit activity
    SCSS 46 128 44 38 Updated Dec 24, 2025
  • vector-db-benchmark Public

    Framework for benchmarking vector search engines

    qdrant/vector-db-benchmark’s past year of commit activity
    Python 342 Apache-2.0 130 17 (3 issues need help) 16 Updated Dec 23, 2025
  • kubernetes-api Public

    API definitions for the Qdrant Kubernetes operator

    qdrant/kubernetes-api’s past year of commit activity
    Go 4 Apache-2.0 1 0 7 Updated Dec 23, 2025
  • qdrant-helm Public
    qdrant/qdrant-helm’s past year of commit activity
    Go 163 Apache-2.0 85 21 7 Updated Dec 23, 2025
  • qdrant-web-ui Public

    Self-hosted web UI for Qdrant

    qdrant/qdrant-web-ui’s past year of commit activity
    JavaScript 354 Apache-2.0 120 30 14 Updated Dec 22, 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 1 Apache-2.0 0 0 1 Updated Dec 22, 2025
  • 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 1 0 Updated Dec 22, 2025
  • migration Public

    Tool to migrate data into Qdrant

    qdrant/migration’s past year of commit activity
    Go 63 Apache-2.0 7 0 3 Updated Dec 22, 2025
  • crasher Public

    Crashing the party

    qdrant/crasher’s past year of commit activity
    Rust 4 3 0 0 Updated Dec 19, 2025
View all repositories

Sponsors

  • @Divinci-AI
  • @petercool