Milvus 安装
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Milvus is an open-source vector database that brings search to GenAI applications.
Milvus was selected as the vector database of choice (over Chroma and Pinecone). Milvus is an open-source vector database designed specifically for similarity search on massive datasets of high-dimensional vectors.
Milvus supports Python, Java, C++.
Milvus 2
Milvus 1
Docker Inst
docker pull milvusdb/milvus:cpu-latest
# 设置配置文件和工作目录 /u01/milvus/conf : conf # server_config.yaml : db # 索引与向量存储 : logs # 日志 : wal # 预写式日志
docker run -td --name mymilvus -e "TZ=Asia/Shanghai" -p 19530:19530 -p 19121:19121 \ -v /u01/milvus/db:/var/lib/milvus/db \ -v /u01/milvus/wal:/var/lib/milvus/wal \ -v /u01/milvus/logs:/var/lib/milvus/logs \ -v /u01/milvus/conf:/var/lib/milvus/conf \ milvusdb/milvus:cpu-latest
# docker ps
CONTAINER ID IMAGE COMMAND CREATED STATUS PORTS NAMES
f8e350986ef4 milvusdb/milvus:cpu-latest "/tini -- /var/lib/m…" 4 seconds ago Up 3 seconds 0.0.0.0:19121->19121/tcp, :::19121->19121/tcp, 0.0.0.0:19530->19530/tcp, :::19530->19530/tcp milvusdev
322f00c39f82 registry "/entrypoint.sh /etc…" 2 weeks ago Up 13 days 0.0.0.0:8000->5000/tcp, :::8000->5000/ tcp uhry
# docker logs f8e350986ef4
__ _________ _ ____ ______
/ |/ / _/ /| | / / / / / __/
/ /|_/ // // /_| |/ / /_/ /\ \
/_/ /_/___/____/___/\____/___/
Welcome to use Milvus!
Milvus Release version: v1.1.1, built at 2021-06-15 14:51.05, with OpenBLAS library.
You are using Milvus CPU edition
Last commit id: 330cc61bede475c4a7a71841d54e633586cea829
Loading configuration from: /var/lib/milvus/conf/server_config.yaml
NOTICE: You are using SQLite as the meta data management. We recommend change it to MySQL.
Supported CPU instruction sets: avx2, sse4_2
FAISS hook AVX2
Milvus server started successfully!