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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 34.5k 2.7k

  2. fastembed fastembed Public

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

    Python 3.2k 247

  3. qdrant-client qdrant-client Public

    Python client for Qdrant vector search engine

    Python 1.4k 293

  4. qdrant-js qdrant-js Public

    JavaScript/Typescript SDK for Qdrant Vector Database

    TypeScript 463 46

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

    Framework for benchmarking vector search engines

    Python 370 155

  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 234 27

Repositories

Showing 10 of 133 repositories
  • 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 34,520 Apache-2.0 2,668 499 (3 issues need help) 219 Updated Sep 13, 2026
  • qdrant-cloud-public-api Public
    qdrant/qdrant-cloud-public-api's past year of commit activity
    Shell 11 Apache-2.0 1 0 3 Updated Sep 13, 2026
  • landing_page Public

    Landing page for qdrant.tech

    qdrant/landing_page's past year of commit activity
    SCSS 60 145 15 54 Updated Sep 13, 2026
  • qdrant-spark Public

    Qdrant's Apache Spark connector

    qdrant/qdrant-spark's past year of commit activity
    Java 50 Apache-2.0 1 0 1 Updated Sep 13, 2026
  • demo-code-search Public
    qdrant/demo-code-search's past year of commit activity
    Python 62 19 2 17 Updated Sep 13, 2026
  • qdrant-client Public

    Python client for Qdrant vector search engine

    qdrant/qdrant-client's past year of commit activity
    Python 1,355 Apache-2.0 293 114 (1 issue needs help) 78 Updated Sep 12, 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 12, 2026
  • examples Public

    A collection of examples and tutorials for Qdrant vector search engine

    qdrant/examples's past year of commit activity
    Jupyter Notebook 222 Apache-2.0 75 1 18 Updated Sep 11, 2026
  • coach Public

    Coach running drills to train qdrant deployments

    qdrant/coach's past year of commit activity
    Rust 3 1 5 1 Updated Sep 11, 2026
  • qdrant-sizing-calculator Public

    Estimate qdrant cluster size given the data volume

    qdrant/qdrant-sizing-calculator's past year of commit activity
    JavaScript 0 0 0 3 Updated Sep 11, 2026
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