Qdrant

Creating advanced vector search technology

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README.md

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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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 28.6k 2k
fastembed fastembed Public

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

Python 2.7k 178
qdrant-client qdrant-client Public

Python client for Qdrant vector search engine

Python 1.2k 191
qdrant-js qdrant-js Public

JavaScript/Typescript SDK for Qdrant Vector Database

TypeScript 420 37
vector-db-benchmark vector-db-benchmark Public

Framework for benchmarking vector search engines

Python 344 137
mcp-server-qdrant mcp-server-qdrant Public

An official Qdrant Model Context Protocol (MCP) server implementation

Python 1.2k 227

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 28,584 Apache-2.0 2,029 383 (4 issues need help) 80 Updated Feb 4, 2026
localstack-qdrant Public
LocalStack Extension for developing Qdrant-based applications locally.

qdrant/localstack-qdrant’s past year of commit activity

Python 0 Apache-2.0 0 0 0 Updated Feb 4, 2026
landing_page Public
Landing page for qdrant.tech

qdrant/landing_page’s past year of commit activity

SCSS 52 130 45 38 Updated Feb 4, 2026
qdrant-web-ui Public
Self-hosted web UI for Qdrant

qdrant/qdrant-web-ui’s past year of commit activity

JavaScript 365 Apache-2.0 127 32 18 Updated Feb 4, 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 0 0 Updated Feb 4, 2026
webinar-openai-agents-mcp Public

qdrant/webinar-openai-agents-mcp’s past year of commit activity

Python 4 Apache-2.0 1 0 8 Updated Feb 4, 2026
qdrant-cloud-public-api Public

qdrant/qdrant-cloud-public-api’s past year of commit activity

Shell 6 Apache-2.0 1 0 1 Updated Feb 3, 2026
migration Public
Tool to migrate data into Qdrant

qdrant/migration’s past year of commit activity

Go 66 Apache-2.0 9 1 0 Updated Feb 3, 2026
webinar-elastic-qdrant-ecommerce Public

qdrant/webinar-elastic-qdrant-ecommerce’s past year of commit activity

Python 0 0 0 1 Updated Feb 3, 2026
qdrant-cloud-buf-plugins Public
Collection of Buf plugins used by Qdrant Cloud APIs

qdrant/qdrant-cloud-buf-plugins’s past year of commit activity

Go 1 Apache-2.0 0 0 0 Updated Feb 3, 2026