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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 34.8k 2.7k

  2. fastembed fastembed Public

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

    Python 3.2k 252

  3. qdrant-client qdrant-client Public

    Python client for Qdrant vector search engine

    Python 1.4k 314

  4. qdrant-js qdrant-js Public

    JavaScript/Typescript SDK for Qdrant Vector Database

    TypeScript 465 47

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

    Framework for benchmarking vector search engines

    Python 372 155

  6. skills skills Public

    Agent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, G…

    Python 251 30

Repositories

Showing 10 of 132 repositories
  • fastembed Public

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

    qdrant/fastembed's past year of commit activity
    Python 3,216 Apache-2.0 252 72 32 Updated Sep 25, 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 34,809 Apache-2.0 2,696 508 (3 issues need help) 257 Updated Sep 25, 2026
  • qdrant-cloud-public-api Public
    qdrant/qdrant-cloud-public-api's past year of commit activity
    Shell 11 Apache-2.0 1 0 3 Updated Sep 25, 2026
  • go-commons Public

    Common helper packages to use across Go based Qdrant projects.

    qdrant/go-commons's past year of commit activity
    Go 3 0 0 1 Updated Sep 25, 2026
  • landing_page Public

    Landing page for qdrant.tech

    qdrant/landing_page's past year of commit activity
    SCSS 60 148 15 62 Updated Sep 25, 2026
  • java-client Public

    Official Java client for Qdrant

    qdrant/java-client's past year of commit activity
    Java 98 Apache-2.0 18 1 0 Updated Sep 25, 2026
  • demo-midlibrary-explorer-nextjs Public

    Exploration of Midjourney Library styles using Qdrant and NextJS

    qdrant/demo-midlibrary-explorer-nextjs's past year of commit activity
    JavaScript 9 Apache-2.0 4 0 2 Updated Sep 25, 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 63 2 0 6 Updated Sep 24, 2026
  • py-rust-stemmers Public
    qdrant/py-rust-stemmers's past year of commit activity
    Python 9 MIT 7 3 9 Updated Sep 24, 2026
  • qdrant-web-ui Public

    Self-hosted web UI for Qdrant

    qdrant/qdrant-web-ui's past year of commit activity
    JavaScript 432 Apache-2.0 146 35 33 Updated Sep 24, 2026
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