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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 34.5k 2.7k

  2. fastembed fastembed Public

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

    Python 3.2k 245

  3. qdrant-client qdrant-client Public

    Python client for Qdrant vector search engine

    Python 1.4k 288

  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 368 155

  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 231 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 34,457 Apache-2.0 2,654 495 (3 issues need help) 207 Updated Sep 9, 2026
  • landing_page Public

    Landing page for qdrant.tech

    qdrant/landing_page's past year of commit activity
    SCSS 60 143 15 51 Updated Sep 9, 2026
  • qdrant-cloud-support-tools Public

    Tools to help Qdrant Cloud users troubleshoot issues and help Qdrant Support Engineers diagnose problems

    qdrant/qdrant-cloud-support-tools's past year of commit activity
    Shell 4 Apache-2.0 3 2 1 Updated Sep 9, 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 62 2 0 4 Updated Sep 9, 2026
  • fastembed Public

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

    qdrant/fastembed's past year of commit activity
    Python 3,193 Apache-2.0 245 78 41 Updated Sep 9, 2026
  • qdrant-client Public

    Python client for Qdrant vector search engine

    qdrant/qdrant-client's past year of commit activity
    Python 1,356 Apache-2.0 288 113 (1 issue needs help) 85 Updated Sep 9, 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 231 Apache-2.0 28 5 1 Updated Sep 9, 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 9, 2026
  • terraform-provider-qdrant-cloud Public

    A Terraform plugin that allows to manage and configure Qdrant Cloud resources

    qdrant/terraform-provider-qdrant-cloud's past year of commit activity
    Go 6 Apache-2.0 6 0 2 Updated Sep 8, 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 4 Updated Sep 8, 2026
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