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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 35k 2.7k

  2. fastembed fastembed Public

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

    Python 3.2k 265

  3. qdrant-client qdrant-client Public

    Python client for Qdrant vector search engine

    Python 1.4k 335

  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 253 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 61 149 15 100 Updated Oct 8, 2026
  • examples Public

    A collection of examples and tutorials for Qdrant vector search engine

    qdrant/examples's past year of commit activity
    Jupyter Notebook 227 Apache-2.0 74 1 16 Updated Oct 8, 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 34,968 Apache-2.0 2,729 479 (3 issues need help) 271 Updated Oct 7, 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 7 Updated Oct 7, 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 Oct 7, 2026
  • qdrant-client Public

    Python client for Qdrant vector search engine

    qdrant/qdrant-client's past year of commit activity
    Python 1,370 Apache-2.0 335 121 (1 issue needs help) 112 Updated Oct 7, 2026
  • fastembed Public

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

    qdrant/fastembed's past year of commit activity
    Python 3,236 Apache-2.0 264 59 26 Updated Oct 7, 2026
  • qdrant-web-ui Public

    Self-hosted web UI for Qdrant

    qdrant/qdrant-web-ui's past year of commit activity
    JavaScript 434 Apache-2.0 147 35 36 Updated Oct 7, 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 1 Updated Oct 7, 2026
  • bfb Public

    *high-load* benchmarking tool

    qdrant/bfb's past year of commit activity
    Rust 22 4 1 7 Updated Oct 7, 2026
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