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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 34.9k 2.7k

  2. fastembed fastembed Public

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

    Python 3.2k 258

  3. qdrant-client qdrant-client Public

    Python client for Qdrant vector search engine

    Python 1.4k 325

  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 374 156

  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 254 30

Repositories

Showing 10 of 132 repositories
  • landing_page Public

    Landing page for qdrant.tech

    qdrant/landing_page's past year of commit activity
    SCSS 61 148 15 85 Updated Oct 2, 2026
  • java-client Public

    Official Java client for Qdrant

    qdrant/java-client's past year of commit activity
    Java 99 Apache-2.0 18 1 1 Updated Oct 2, 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 34,899 Apache-2.0 2,718 482 (3 issues need help) 264 Updated Oct 2, 2026
  • qdrant-js Public

    JavaScript/Typescript SDK for Qdrant Vector Database

    qdrant/qdrant-js's past year of commit activity
    TypeScript 465 Apache-2.0 47 22 17 Updated Oct 1, 2026
  • fastembed Public

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

    qdrant/fastembed's past year of commit activity
    Python 3,229 Apache-2.0 258 65 29 Updated Oct 1, 2026
  • qcloud-cli Public

    The Command Line Interface for Qdrant Cloud

    qdrant/qcloud-cli's past year of commit activity
    Go 19 Apache-2.0 2 0 2 Updated Oct 1, 2026
  • migration Public

    Tool to migrate data into Qdrant

    qdrant/migration's past year of commit activity
    Go 84 Apache-2.0 23 2 2 Updated Oct 1, 2026
  • qdrant-client Public

    Python client for Qdrant vector search engine

    qdrant/qdrant-client's past year of commit activity
    Python 1,368 Apache-2.0 325 119 (1 issue needs help) 101 Updated Oct 1, 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 Oct 1, 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 2 Apache-2.0 0 0 1 Updated Sep 30, 2026
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