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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 35.4k 2.8k

  2. fastembed fastembed Public

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

    Python 3.3k 294

  3. qdrant-client qdrant-client Public

    Python client for Qdrant vector search engine

    Python 1.4k 380

  4. qdrant-js qdrant-js Public

    JavaScript/Typescript SDK for Qdrant Vector Database

    TypeScript 472 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 268 31

Repositories

Showing 10 of 132 repositories
  • migration Public

    Tool to migrate data into Qdrant

    qdrant/migration's past year of commit activity
    Go 86 Apache-2.0 23 0 6 Updated Nov 3, 2026
  • kubernetes-api Public

    API definitions for the Qdrant Kubernetes operator

    qdrant/kubernetes-api's past year of commit activity
    Go 7 Apache-2.0 1 0 2 Updated Nov 3, 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 3, 2026
  • landing_page Public

    Landing page for qdrant.tech

    qdrant/landing_page's past year of commit activity
    SCSS 63 153 16 98 Updated Nov 3, 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 35,408 Apache-2.0 2,797 473 (3 issues need help) 288 Updated Nov 3, 2026
  • fastembed Public

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

    qdrant/fastembed's past year of commit activity
    Python 3,274 Apache-2.0 294 61 41 Updated Nov 3, 2026
  • qcloud-cli Public

    The Command Line Interface for Qdrant Cloud

    qdrant/qcloud-cli's past year of commit activity
    Go 21 Apache-2.0 2 0 2 Updated Nov 3, 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 268 Apache-2.0 31 6 4 Updated Nov 3, 2026
  • fluxcd-source-controller Public Forked from fluxcd/source-controller

    The GitOps Toolkit source management component

    qdrant/fluxcd-source-controller's past year of commit activity
    Go 0 Apache-2.0 278 0 13 Updated Nov 3, 2026
  • homebrew-tap Public

    Qdrant's Homebrew Tap

    qdrant/homebrew-tap's past year of commit activity
    Ruby 1 0 0 0 Updated Nov 3, 2026
View all repositories