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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 29.6k 2.1k

  2. fastembed fastembed Public

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

    Python 2.8k 187

  3. qdrant-client qdrant-client Public

    Python client for Qdrant vector search engine

    Python 1.2k 202

  4. qdrant-js qdrant-js Public

    JavaScript/Typescript SDK for Qdrant Vector Database

    TypeScript 431 37

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

    Framework for benchmarking vector search engines

    Python 353 139

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

    An official Qdrant Model Context Protocol (MCP) server implementation

    Python 1.3k 238

Repositories

Showing 10 of 128 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 29,603 Apache-2.0 2,105 399 (4 issues need help) 116 Updated Mar 16, 2026
  • qdrant-cloud-public-api Public
    qdrant/qdrant-cloud-public-api’s past year of commit activity
    Shell 8 Apache-2.0 1 0 2 Updated Mar 16, 2026
  • kubernetes-api Public

    API definitions for the Qdrant Kubernetes operator

    qdrant/kubernetes-api’s past year of commit activity
    Go 5 Apache-2.0 1 0 4 Updated Mar 16, 2026
  • 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 1 0 Updated Mar 16, 2026
  • mcp-code-snippets Public
    qdrant/mcp-code-snippets’s past year of commit activity
    Python 6 1 0 1 Updated Mar 16, 2026
  • landing_page Public

    Landing page for qdrant.tech

    qdrant/landing_page’s past year of commit activity
    SCSS 52 134 49 38 Updated Mar 16, 2026
  • migration Public

    Tool to migrate data into Qdrant

    qdrant/migration’s past year of commit activity
    Go 70 Apache-2.0 10 0 4 Updated Mar 16, 2026
  • go-commons Public

    Common helper packages to use across Go based Qdrant projects.

    qdrant/go-commons’s past year of commit activity
    Go 2 0 0 2 Updated Mar 16, 2026
  • video-anomaly-edge Public

    Real-time video anomaly detection from edge to cloud using Qdrant, Twelve Labs, and NVIDIA VSS

    qdrant/video-anomaly-edge’s past year of commit activity
    TypeScript 0 0 0 0 Updated Mar 16, 2026
  • twelvelabs-nvidia-vss Public

    NVIDIA Metropolis VSS + Twelve Labs integration for video understanding

    qdrant/twelvelabs-nvidia-vss’s past year of commit activity
    Python 0 0 0 0 Updated Mar 16, 2026
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Sponsors

  • @petercool