Vector Database & Search Engine
30.7k 2026-04-26
qdrant/qdrant
A high-performance, massive-scale vector database and search engine designed for next-generation AI applications.
Core Features
High-performance vector similarity search.
Production-ready service with a convenient API.
Extended filtering capabilities for semantic matching.
Built with Rust for speed and reliability.
Supports various client libraries and cloud deployment.
Quick Start
docker run -p 6333:6333 qdrant/qdrantDetailed Introduction
Qdrant is an open-source vector database and search engine optimized for AI applications requiring efficient similarity search across large datasets of vector embeddings. It offers a robust, production-ready service with a user-friendly API for storing, searching, and managing vectors with associated payloads. Its advanced filtering capabilities make it ideal for neural-network-based matching, faceted search, and recommendation systems, leveraging the performance and reliability of Rust.