Skip to content
@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 -

Pinned Loading

  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 29k 2.1k

  2. fastembed fastembed Public

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

    Python 2.7k 179

  3. qdrant-client qdrant-client Public

    Python client for Qdrant vector search engine

    Python 1.2k 195

  4. qdrant-js qdrant-js Public

    JavaScript/Typescript SDK for Qdrant Vector Database

    TypeScript 425 37

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

    Framework for benchmarking vector search engines

    Python 346 140

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

    An official Qdrant Model Context Protocol (MCP) server implementation

    Python 1.2k 234

Repositories

Showing 10 of 125 repositories
  • 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 1 Updated Feb 21, 2026
  • 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 28,986 Apache-2.0 2,052 384 (4 issues need help) 80 Updated Feb 20, 2026
  • landing_page Public

    Landing page for qdrant.tech

    qdrant/landing_page’s past year of commit activity
    SCSS 51 130 48 35 Updated Feb 20, 2026
  • relevance-feedback Public
    qdrant/relevance-feedback’s past year of commit activity
    Python 4 0 0 0 Updated Feb 20, 2026
  • qdrant-cloud-public-api Public
    qdrant/qdrant-cloud-public-api’s past year of commit activity
    Shell 8 Apache-2.0 1 0 4 Updated Feb 20, 2026
  • bfb Public

    *high-load* benchmarking tool

    qdrant/bfb’s past year of commit activity
    Rust 16 4 1 1 Updated Feb 20, 2026
  • qdrant-helm Public
    qdrant/qdrant-helm’s past year of commit activity
    Go 168 Apache-2.0 85 22 9 Updated Feb 20, 2026
  • api-reference Public

    Repository for Qdrant's API Reference Documentation

    qdrant/api-reference’s past year of commit activity
    Java 8 3 0 2 Updated Feb 20, 2026
  • coach Public

    Coach running drills to train qdrant deployments

    qdrant/coach’s past year of commit activity
    Rust 2 1 5 0 Updated Feb 20, 2026
  • crasher Public

    Crashing the party

    qdrant/crasher’s past year of commit activity
    Rust 5 3 0 0 Updated Feb 20, 2026
View all repositories

Sponsors

  • @petercool