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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 34.8k 2.7k

  2. fastembed fastembed Public

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

    Python 3.2k 252

  3. qdrant-client qdrant-client Public

    Python client for Qdrant vector search engine

    Python 1.4k 315

  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 372 155

  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 252 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 62 Updated Sep 26, 2026
  • 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 Sep 26, 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 252 Apache-2.0 30 5 2 Updated Sep 26, 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 34,831 Apache-2.0 2,700 509 (3 issues need help) 262 Updated Sep 25, 2026
  • crasher Public

    Crashing the party

    qdrant/crasher's past year of commit activity
    Rust 8 3 0 0 Updated Sep 25, 2026
  • coach Public

    Coach running drills to train qdrant deployments

    qdrant/coach's past year of commit activity
    Rust 3 1 5 0 Updated Sep 25, 2026
  • fastembed Public

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

    qdrant/fastembed's past year of commit activity
    Python 3,217 Apache-2.0 252 72 30 Updated Sep 25, 2026
  • qdrant-web-ui Public

    Self-hosted web UI for Qdrant

    qdrant/qdrant-web-ui's past year of commit activity
    JavaScript 432 Apache-2.0 147 35 32 Updated Sep 25, 2026
  • kv-search Public
    qdrant/kv-search's past year of commit activity
    Python 1 0 0 7 Updated Sep 25, 2026
  • vector-db-benchmark Public

    Framework for benchmarking vector search engines

    qdrant/vector-db-benchmark's past year of commit activity
    Python 372 Apache-2.0 155 17 (3 issues need help) 21 Updated Sep 25, 2026
View all repositories