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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 262

  3. qdrant-client qdrant-client Public

    Python client for Qdrant vector search engine

    Python 1.4k 334

  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 31

Repositories

Showing 10 of 132 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 34,937 Apache-2.0 2,726 481 (3 issues need help) 264 Updated Oct 5, 2026
  • vector-db-benchmark Public

    Framework for benchmarking vector search engines

    qdrant/vector-db-benchmark's past year of commit activity
    Python 374 Apache-2.0 156 17 (3 issues need help) 22 Updated Oct 5, 2026
  • quaterion-models Public

    The collection of bulding blocks building fine-tunable metric learning models

    qdrant/quaterion-models's past year of commit activity
    Python 35 Apache-2.0 6 3 (1 issue needs help) 6 Updated Oct 5, 2026
  • quaterion Public

    Blazing fast framework for fine-tuning similarity learning models

    qdrant/quaterion's past year of commit activity
    Python 664 Apache-2.0 47 9 (1 issue needs help) 6 Updated Oct 5, 2026
  • qdrant-haystack Public

    An integration of Qdrant ANN vector database backend with Haystack

    qdrant/qdrant-haystack's past year of commit activity
    Python 46 Apache-2.0 14 7 7 Updated Oct 5, 2026
  • qcloud-cli Public

    The Command Line Interface for Qdrant Cloud

    qdrant/qcloud-cli's past year of commit activity
    Go 18 Apache-2.0 2 0 1 Updated Oct 5, 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 31 6 6 Updated Oct 5, 2026
  • qdrant-web-ui Public

    Self-hosted web UI for Qdrant

    qdrant/qdrant-web-ui's past year of commit activity
    JavaScript 434 Apache-2.0 147 35 35 Updated Oct 5, 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 Oct 5, 2026
  • landing_page Public

    Landing page for qdrant.tech

    qdrant/landing_page's past year of commit activity
    SCSS 61 148 15 91 Updated Oct 5, 2026
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