Milvus向量数据库安装教程
Milvus学习
一、milvus搭建
官网地址：https://milvus.io/docs/zh/install_standalone-windows.md
下载docker-compose.yml文件
version: '3.5'services:etcd:container_name: milvus-etcdimage: quay.io/coreos/etcd:v3.5.25environment:- ETCD_AUTO_COMPACTION_MODE=revision- ETCD_AUTO_COMPACTION_RETENTION=1000- ETCD_QUOTA_BACKEND_BYTES=4294967296- ETCD_SNAPSHOT_COUNT=50000volumes:- ${DOCKER_VOLUME_DIRECTORY:-.}/volumes/etcd:/etcdcommand: etcd -advertise-client-urls=http://etcd:2379 -listen-client-urls http://0.0.0.0:2379 --data-dir /etcdhealthcheck:test: ["CMD", "etcdctl", "endpoint", "health"]interval: 30stimeout: 20sretries: 3minio:container_name: milvus-minioimage: minio/minio:RELEASE.2024-12-18T13-15-44Zenvironment:MINIO_ACCESS_KEY: minioadminMINIO_SECRET_KEY: minioadminports:- "9001:9001"- "9000:9000"volumes:- ${DOCKER_VOLUME_DIRECTORY:-.}/volumes/minio:/minio_datacommand: minio server /minio_data --console-address ":9001"healthcheck:test: ["CMD", "curl", "-f", "http://localhost:9000/minio/health/live"]interval: 30stimeout: 20sretries: 3standalone:container_name: milvus-standaloneimage: milvusdb/milvus:v2.6.9command: ["milvus", "run", "standalone"]security_opt:- seccomp:unconfinedenvironment:ETCD_ENDPOINTS: etcd:2379MINIO_ADDRESS: minio:9000MQ_TYPE: woodpeckervolumes:- ${DOCKER_VOLUME_DIRECTORY:-.}/volumes/milvus:/var/lib/milvushealthcheck:test: ["CMD", "curl", "-f", "http://localhost:9091/healthz"]interval: 30sstart_period: 90stimeout: 20sretries: 3ports:- "19530:19530"- "9091:9091"depends_on:- "etcd"- "minio"networks:default:name: milvus启动：docker compose -p milvus up -d
查看是否启动成功
Docker compose -p milvus ps
通过自带的webui界面访问：http://127.0.0.1:9091/webui
安装milvus的客户端工具：
docker run -p 8000:3000 -e MILVUS_URL={milvus server IP}:19530 zilliz/attu:v2.6
docker run -p 8000:3000 -e MILVUS_URL=192.168.1.102:19530 zilliz/attu:v2.6
访问地址：http://127.0.0.1:8000
课外知识：
Jupyter Notebooks ：浏览器交互编程工具
Anaconda ：是数据科学专属的 Python/R 一站式环境 + 包管理工具集