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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 32k 2.3k

  2. fastembed fastembed Public

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

    Python 3k 207

  3. qdrant-client qdrant-client Public

    Python client for Qdrant vector search engine

    Python 1.3k 232

  4. qdrant-js qdrant-js Public

    JavaScript/Typescript SDK for Qdrant Vector Database

    TypeScript 454 41

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

    Framework for benchmarking vector search engines

    Python 365 145

  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 160 18

Repositories

Showing 10 of 131 repositories
  • kubernetes-api Public

    API definitions for the Qdrant Kubernetes operator

    qdrant/kubernetes-api’s past year of commit activity
    Go 6 Apache-2.0 1 0 5 Updated Jun 11, 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 32,036 Apache-2.0 2,349 437 (4 issues need help) 138 Updated Jun 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 Jun 11, 2026
  • landing_page Public

    Landing page for qdrant.tech

    qdrant/landing_page’s past year of commit activity
    SCSS 57 138 15 36 Updated Jun 11, 2026
  • crasher Public

    Crashing the party

    qdrant/crasher’s past year of commit activity
    Rust 5 3 0 0 Updated Jun 11, 2026
  • vector-db-benchmark Public

    Framework for benchmarking vector search engines

    qdrant/vector-db-benchmark’s past year of commit activity
    Python 365 Apache-2.0 145 17 (3 issues need help) 19 Updated Jun 11, 2026
  • rust-client Public

    Rust client for Qdrant vector search engine

    qdrant/rust-client’s past year of commit activity
    Rust 407 Apache-2.0 82 21 11 Updated Jun 11, 2026
  • protobuf-es Public Forked from bufbuild/protobuf-es

    Protocol Buffers for ECMAScript. The only JavaScript Protobuf library that is fully-compliant with Protobuf conformance tests.

    qdrant/protobuf-es’s past year of commit activity
    TypeScript 0 Apache-2.0 198 0 8 Updated Jun 11, 2026
  • wal Public archive

    Write Ahead Logging for Rust

    qdrant/wal’s past year of commit activity
    Rust 42 Apache-2.0 14 0 6 Updated Jun 11, 2026
  • bfb Public

    *high-load* benchmarking tool

    qdrant/bfb’s past year of commit activity
    Rust 18 4 1 5 Updated Jun 11, 2026
View all repositories

Sponsors

  • @petercool

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