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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 35.1k 2.8k

  2. fastembed fastembed Public

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

    Python 3.2k 276

  3. qdrant-client qdrant-client Public

    Python client for Qdrant vector search engine

    Python 1.4k 351

  4. qdrant-js qdrant-js Public

    JavaScript/Typescript SDK for Qdrant Vector Database

    TypeScript 466 49

  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 259 30

Repositories

Showing 10 of 132 repositories
  • qdrant-kafka Public

    Kafka Sink connector for Qdrant. Stream vector data into a Qdrant collection.

    qdrant/qdrant-kafka's past year of commit activity
    Java 13 Apache-2.0 2 0 0 Updated Oct 17, 2026
  • qdrant-client Public

    Python client for Qdrant vector search engine

    qdrant/qdrant-client's past year of commit activity
    Python 1,374 Apache-2.0 351 125 (1 issue needs help) 94 Updated Oct 17, 2026
  • create-collection-form Public

    Sophisticated form to create qdrant collections simple

    qdrant/create-collection-form's past year of commit activity
    JavaScript 0 1 0 17 Updated Oct 17, 2026
  • landing_page Public

    Landing page for qdrant.tech

    qdrant/landing_page's past year of commit activity
    SCSS 61 149 16 103 Updated Oct 16, 2026
  • qdrant-web-ui Public

    Self-hosted web UI for Qdrant

    qdrant/qdrant-web-ui's past year of commit activity
    JavaScript 436 Apache-2.0 149 35 35 Updated Oct 16, 2026
  • coach Public

    Coach running drills to train qdrant deployments

    qdrant/coach's past year of commit activity
    Rust 3 2 5 2 Updated Oct 16, 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 35,112 Apache-2.0 2,756 490 (3 issues need help) 297 Updated Oct 16, 2026
  • crasher Public

    Crashing the party

    qdrant/crasher's past year of commit activity
    Rust 8 3 0 3 Updated Oct 16, 2026
  • fastembed Public

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

    qdrant/fastembed's past year of commit activity
    Python 3,244 Apache-2.0 276 63 47 Updated Oct 16, 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 Oct 16, 2026
View all repositories