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milvus-io/milvus

A high-performance, cloud-native vector database built for scalable Approximate Nearest Neighbor (ANN) search and AI applications.

Core Features

Scalable vector ANN search

Cloud-native and K8s-native architecture

Hardware acceleration (CPU/GPU)

Real-time streaming updates

Multiple deployment options (Standalone, Milvus Lite, Distributed)

Quick Start

pip install -U pymilvus

Detailed Introduction

Milvus is an open-source, high-performance vector database designed for efficiently managing and searching vast amounts of unstructured data, crucial for AI applications. Built with Go and C++ and leveraging hardware acceleration, it offers best-in-class vector search performance. Its cloud-native, distributed architecture ensures horizontal scalability, handling billions of vectors and real-time updates. It supports various deployment modes, from lightweight local instances to fully managed cloud services, empowering developers to build intelligent applications with ease.