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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 35.5k 2.8k

  2. fastembed fastembed Public

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

    Python 3.3k 302

  3. qdrant-client qdrant-client Public

    Python client for Qdrant vector search engine

    Python 1.4k 395

  4. qdrant-js qdrant-js Public

    JavaScript/Typescript SDK for Qdrant Vector Database

    TypeScript 473 51

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

    Framework for benchmarking vector search engines

    Python 377 157

  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 269 31

Repositories

Showing 10 of 132 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 35,516 Apache-2.0 2,810 484 (3 issues need help) 302 Updated Nov 11, 2026
  • go-client Public

    Go client for Qdrant vector search engine

    qdrant/go-client's past year of commit activity
    Go 348 Apache-2.0 29 0 4 Updated Nov 11, 2026
  • qdrant-cloud-public-api Public
    qdrant/qdrant-cloud-public-api's past year of commit activity
    Shell 12 Apache-2.0 1 0 2 Updated Nov 11, 2026
  • 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, Go, .NET, Java

    qdrant/skills's past year of commit activity
    Python 269 Apache-2.0 31 3 3 Updated Nov 11, 2026
  • coach Public

    Coach running drills to train qdrant deployments

    qdrant/coach's past year of commit activity
    Rust 3 2 5 0 Updated Nov 11, 2026
  • qdrant-spark Public

    Qdrant's Apache Spark connector

    qdrant/qdrant-spark's past year of commit activity
    Java 50 Apache-2.0 1 0 0 Updated Nov 11, 2026
  • bfb Public

    *high-load* benchmarking tool

    qdrant/bfb's past year of commit activity
    Rust 22 5 2 8 Updated Nov 11, 2026
  • landing_page Public

    Landing page for qdrant.tech

    qdrant/landing_page's past year of commit activity
    SCSS 63 152 15 71 Updated Nov 11, 2026
  • rust-client Public

    Rust client for Qdrant vector search engine

    qdrant/rust-client's past year of commit activity
    Rust 420 Apache-2.0 85 23 16 Updated Nov 11, 2026
  • fastembed Public

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

    qdrant/fastembed's past year of commit activity
    Python 3,291 Apache-2.0 302 63 53 Updated Nov 11, 2026
View all repositories

Sponsors

  • @apovalov