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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 34.9k 2.7k

  2. fastembed fastembed Public

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

    Python 3.2k 256

  3. qdrant-client qdrant-client Public

    Python client for Qdrant vector search engine

    Python 1.4k 323

  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 254 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 60 148 15 77 Updated Sep 30, 2026
  • qdrant-client Public

    Python client for Qdrant vector search engine

    qdrant/qdrant-client's past year of commit activity
    Python 1,367 Apache-2.0 323 121 (1 issue needs help) 98 Updated Sep 30, 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 34,883 Apache-2.0 2,712 483 (3 issues need help) 248 Updated Sep 29, 2026
  • fastembed Public

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

    qdrant/fastembed's past year of commit activity
    Python 3,227 Apache-2.0 255 66 27 Updated Sep 29, 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 254 Apache-2.0 30 5 3 Updated Sep 29, 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 29, 2026
  • rust-client Public

    Rust client for Qdrant vector search engine

    qdrant/rust-client's past year of commit activity
    Rust 414 Apache-2.0 82 22 10 Updated Sep 29, 2026
  • go-commons Public

    Common helper packages to use across Go based Qdrant projects.

    qdrant/go-commons's past year of commit activity
    Go 3 0 0 0 Updated Sep 29, 2026
  • fluxcd-helm-controller Public Forked from fluxcd/helm-controller

    The GitOps Toolkit Helm reconciler, for declarative Helming

    qdrant/fluxcd-helm-controller's past year of commit activity
    Go 2 Apache-2.0 218 0 8 Updated Sep 29, 2026
  • migration Public

    Tool to migrate data into Qdrant

    qdrant/migration's past year of commit activity
    Go 84 Apache-2.0 23 3 2 Updated Sep 29, 2026
View all repositories