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Milvus

High-performance cloud-native vector database for scalable ANN search

★ 44,981 GitHub Apache-2.0 vector-databasevector-searchannsragembeddingssimilarity-searchmlops RAG & Knowledge

Overview

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search. With 45k+ GitHub stars, it provides scalable vector similarity search for AI applications. Built with Go and C++, it supports GPU acceleration, disk-based indexing, and distributed deployments for enterprise-grade AI infrastructure. Milvus is a core component of modern RAG pipelines, enabling semantic search at massive scale.

Requirements

Min vCPU
2
Min RAM
4096 MB
Min Disk
10 GB
Rec vCPU
4
Rec RAM
8192 MB
Rec Disk
20 GB

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Affiliate disclosure

Docker Compose

# Generated by Run This Ai — docker-compose.yml
services:
  milvus:
    image: milvusdb/milvus:latest
    restart: unless-stopped
    ports:
      - 8080:8080
    volumes:
      - ./data/milvus:/data

Best VPS for Milvus →

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Guides & articles

Running Milvus in Production: A Complete Deployment Guide with Docker

Learn how to deploy Milvus vector database with Docker, build RAG pipelines, and optimize for production with GPU acceleration and billion-scale indexing.

Jun 27, 2026

Milvus: The Cloud-Native Vector Database Powering AI Search at Scale

Discover Milvus, the leading open-source cloud-native vector database with 45k+ GitHub stars for RAG and semantic search.

Jun 27, 2026