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部署向量数据库milvus

部署向量数据库milvus
📅 发布时间:2026/6/19 4:20:39

系统:CentOS 8.9

部署操作如下

# docker load -i etcd-v3.6.5.tar 
# docker load -i minio-2023-03-20.tar 
# docker load -i milvus-v2.3.3.tar 
# docker load -i attu-v2.3.0.tar 
# cd /app/
# mkdir milvus_demo
# cd milvus_demo/
# vim docker-compose.yml
PRD [root@1a32vla1320aiqa milvus_demo]# docker compose up -d
[+] Running 7/7✔ Network milvus-network            Created                                                                                                                                                                                          0.1s ✔ Volume "milvus_demo_milvus_data"  Created                                                                                                                                                                                          0.0s ✔ Volume "milvus_demo_etcd_data"    Created                                                                                                                                                                                          0.0s ✔ Volume "milvus_demo_minio_data"   Created                                                                                                                                                                                          0.0s ✔ Container milvus-etcd             Started                                                                                                                                                                                          0.0s ✔ Container milvus-minio            Started                                                                                                                                                                                          0.0s ✔ Container milvus-standalone       Started                                                                                                                                                                                          0.0s PRD [root@1a32vla1320aiqa milvus_demo]# docker ps
CONTAINER ID   IMAGE                                      COMMAND                  CREATED         STATUS                            PORTS                                              NAMES
87be30919a77   milvusdb/milvus:v2.3.3                     "/tini -- milvus run…"   4 seconds ago   Up 2 seconds (health: starting)   0.0.0.0:9091->9091/tcp, 0.0.0.0:19530->19530/tcp   milvus-standalone
1544c34fb049   minio/minio:RELEASE.2023-03-20T20-16-18Z   "/usr/bin/docker-ent…"   4 seconds ago   Up 3 seconds (health: starting)   0.0.0.0:9000-9001->9000-9001/tcp                   milvus-minio
342d925bcf56   quay.io/coreos/etcd:v3.6.5                 "etcd --data-dir=/et…"   4 seconds ago   Up 3 seconds                      0.0.0.0:2379-2380->2379-2380/tcp                   milvus-etcd# docker psPRD [root@1a32vla1320aiqa milvus_demo]# docker images
REPOSITORY            TAG                            IMAGE ID       CREATED         SIZE
quay.io/coreos/etcd   v3.6.5                         a3e246e9556e   3 weeks ago     62.5MB
milvusdb/milvus       v2.3.3                         7e482a814849   23 months ago   870MB
zilliz/attu           v2.3.0                         e2e83535de77   2 years ago     262MB
minio/minio           RELEASE.2023-03-20T20-16-18Z   400c20c8aac0   2 years ago     252MBPRD [root@1a32vla1320aiqa milvus_demo]# docker run -d --name attu   --network milvus-network   -p 8000:8000   zilliz/attu:v2.3.0
8dfccf4d1f03da9bde0226b4f05de81b933ebb11572926739af57e83098a43eePRD [root@1a32vla1320aiqa milvus_demo]# docker ps
CONTAINER ID   IMAGE                                      COMMAND                  CREATED         STATUS                   PORTS                                              NAMES
8dfccf4d1f03   zilliz/attu:v2.3.0                         "docker-entrypoint.s…"   3 seconds ago   Up 2 seconds             3000/tcp, 0.0.0.0:8000->8000/tcp                   attu
87be30919a77   milvusdb/milvus:v2.3.3                     "/tini -- milvus run…"   2 minutes ago   Up 2 minutes (healthy)   0.0.0.0:9091->9091/tcp, 0.0.0.0:19530->19530/tcp   milvus-standalone
1544c34fb049   minio/minio:RELEASE.2023-03-20T20-16-18Z   "/usr/bin/docker-ent…"   2 minutes ago   Up 2 minutes (healthy)   0.0.0.0:9000-9001->9000-9001/tcp                   milvus-minio
342d925bcf56   quay.io/coreos/etcd:v3.6.5                 "etcd --data-dir=/et…"   2 minutes ago   Up 2 minutes             0.0.0.0:2379-2380->2379-2380/tcp                   milvus-etcd

docker-compose.yml

services:etcd:container_name: milvus-etcdimage: quay.io/coreos/etcd:v3.6.5ports:- "2379:2379"- "2380:2380"volumes:- etcd_data:/etcd_datanetworks:- milvuscommand: >etcd--data-dir=/etcd_data--name=etcd0--initial-advertise-peer-urls=http://127.0.0.1:2380--listen-peer-urls=http://0.0.0.0:2380--listen-client-urls=http://0.0.0.0:2379--advertise-client-urls=http://127.0.0.1:2379--initial-cluster-token=etcd-cluster--initial-cluster=etcd0=http://127.0.0.1:2380--initial-cluster-state=newminio:container_name: milvus-minioimage: minio/minio:RELEASE.2023-03-20T20-16-18Zenvironment:MINIO_ACCESS_KEY: minioadminMINIO_SECRET_KEY: minioadminports:- "9001:9001"- "9000:9000"volumes:- minio_data:/minio_datacommand: minio server /minio_data --console-address ":9001"networks:- milvushealthcheck:test: ["CMD", "curl", "-f", "http://localhost:9000/minio/health/live"]interval: 30stimeout: 20sretries: 3standalone:container_name: milvus-standaloneimage: milvusdb/milvus:v2.3.3command: ["milvus", "run", "standalone"]security_opt:- seccomp:unconfinedenvironment:ETCD_ENDPOINTS: etcd:2379MINIO_ADDRESS: minio:9000MQ_TYPE: rocksmqvolumes:- milvus_data:/var/lib/milvusnetworks:- milvushealthcheck:test: ["CMD", "curl", "-f", "http://localhost:9091/healthz"]interval: 30sstart_period: 90stimeout: 20sretries: 3ports:- "19530:19530"- "9091:9091"depends_on:etcd:condition: service_startedminio:condition: service_startedvolumes:etcd_data:minio_data:milvus_data:networks:milvus:name: milvus-network

至此,部署成功。就可以去做数据处理了

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