Skip to content
@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 -

Pinned Loading

  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 34.7k 2.7k

  2. fastembed fastembed Public

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

    Python 3.2k 250

  3. qdrant-client qdrant-client Public

    Python client for Qdrant vector search engine

    Python 1.4k 307

  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 371 155

  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 244 29

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 34,741 Apache-2.0 2,689 501 (3 issues need help) 251 Updated Sep 22, 2026
  • landing_page Public

    Landing page for qdrant.tech

    qdrant/landing_page's past year of commit activity
    SCSS 60 147 15 60 Updated Sep 21, 2026
  • fastembed Public

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

    qdrant/fastembed's past year of commit activity
    Python 3,211 Apache-2.0 251 74 36 Updated Sep 21, 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 Sep 21, 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 Sep 21, 2026
  • 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 2 Updated Sep 21, 2026
  • qdrant-client Public

    Python client for Qdrant vector search engine

    qdrant/qdrant-client's past year of commit activity
    Python 1,362 Apache-2.0 307 117 (1 issue needs help) 87 Updated Sep 21, 2026
  • rust-client Public

    Rust client for Qdrant vector search engine

    qdrant/rust-client's past year of commit activity
    Rust 415 Apache-2.0 83 22 10 Updated Sep 21, 2026
  • kv-search Public
    qdrant/kv-search's past year of commit activity
    Python 1 0 0 6 Updated Sep 21, 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 0 Updated Sep 20, 2026
View all repositories