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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 27.4k 1.9k

  2. fastembed fastembed Public

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

    Python 2.5k 165

  3. qdrant-client qdrant-client Public

    Python client for Qdrant vector search engine

    Python 1.2k 177

  4. qdrant-js qdrant-js Public

    JavaScript/Typescript SDK for Qdrant Vector Database

    TypeScript 405 37

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

    Framework for benchmarking vector search engines

    Python 341 129

  6. mcp-server-qdrant mcp-server-qdrant Public

    An official Qdrant Model Context Protocol (MCP) server implementation

    Python 1.1k 196

Repositories

Showing 10 of 117 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 27,374 Apache-2.0 1,919 369 (4 issues need help) 76 Updated Nov 29, 2025
  • landing_page Public

    Landing page for qdrant.tech

    qdrant/landing_page’s past year of commit activity
    SCSS 45 126 42 35 Updated Nov 29, 2025
  • terraform-provider-qdrant-cloud Public

    A Terraform plugin that allows to manage and configure Qdrant Cloud resources

    qdrant/terraform-provider-qdrant-cloud’s past year of commit activity
    Go 5 Apache-2.0 4 0 1 Updated Nov 28, 2025
  • kubernetes-api Public

    API definitions for the Qdrant Kubernetes operator

    qdrant/kubernetes-api’s past year of commit activity
    Go 3 Apache-2.0 1 0 2 Updated Nov 28, 2025
  • fastembed Public

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

    qdrant/fastembed’s past year of commit activity
    Python 2,528 Apache-2.0 165 95 (2 issues need help) 16 Updated Nov 28, 2025
  • migration Public

    Tool to migrate data into Qdrant

    qdrant/migration’s past year of commit activity
    Go 61 Apache-2.0 7 0 1 Updated Nov 28, 2025
  • qdrant-helm Public
    qdrant/qdrant-helm’s past year of commit activity
    Go 155 Apache-2.0 83 23 8 Updated Nov 28, 2025
  • qdrant-web-ui Public

    Self-hosted web UI for Qdrant

    qdrant/qdrant-web-ui’s past year of commit activity
    JavaScript 345 Apache-2.0 118 32 17 Updated Nov 27, 2025
  • qdrant-cloud-public-api Public
    qdrant/qdrant-cloud-public-api’s past year of commit activity
    Shell 4 Apache-2.0 1 0 1 Updated Nov 27, 2025
  • vector-db-benchmark Public

    Framework for benchmarking vector search engines

    qdrant/vector-db-benchmark’s past year of commit activity
    Python 341 Apache-2.0 129 17 (3 issues need help) 16 Updated Nov 27, 2025
View all repositories

Sponsors

  • @Divinci-AI
  • @petercool