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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 34.5k 2.7k

  2. fastembed fastembed Public

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

    Python 3.2k 246

  3. qdrant-client qdrant-client Public

    Python client for Qdrant vector search engine

    Python 1.4k 290

  4. qdrant-js qdrant-js Public

    JavaScript/Typescript SDK for Qdrant Vector Database

    TypeScript 462 46

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

    Framework for benchmarking vector search engines

    Python 369 155

  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 232 27

Repositories

Showing 10 of 133 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 34,500 Apache-2.0 2,664 497 (3 issues need help) 219 Updated Sep 11, 2026
  • landing_page Public

    Landing page for qdrant.tech

    qdrant/landing_page's past year of commit activity
    SCSS 60 144 15 51 Updated Sep 11, 2026
  • examples Public

    A collection of examples and tutorials for Qdrant vector search engine

    qdrant/examples's past year of commit activity
    Jupyter Notebook 221 Apache-2.0 75 1 18 Updated Sep 11, 2026
  • coach Public

    Coach running drills to train qdrant deployments

    qdrant/coach's past year of commit activity
    Rust 3 1 5 1 Updated Sep 11, 2026
  • qdrant-sizing-calculator Public

    Estimate qdrant cluster size given the data volume

    qdrant/qdrant-sizing-calculator's past year of commit activity
    JavaScript 0 0 0 3 Updated Sep 11, 2026
  • qdrant-web-ui Public

    Self-hosted web UI for Qdrant

    qdrant/qdrant-web-ui's past year of commit activity
    JavaScript 430 Apache-2.0 148 35 35 Updated Sep 11, 2026
  • qdrant-cloud-public-api Public
    qdrant/qdrant-cloud-public-api's past year of commit activity
    Shell 11 Apache-2.0 1 0 2 Updated Sep 11, 2026
  • create-collection-form Public

    Sophisticated form to create qdrant collections simple

    qdrant/create-collection-form's past year of commit activity
    JavaScript 0 1 0 11 Updated Sep 11, 2026
  • vector-db-benchmark Public

    Framework for benchmarking vector search engines

    qdrant/vector-db-benchmark's past year of commit activity
    Python 369 Apache-2.0 155 17 (3 issues need help) 20 Updated Sep 11, 2026
  • qdrant-client Public

    Python client for Qdrant vector search engine

    qdrant/qdrant-client's past year of commit activity
    Python 1,356 Apache-2.0 290 111 (1 issue needs help) 73 Updated Sep 11, 2026
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