bisheng系列（二）- 本地部署（前后端）
一、导读
环境：Ubuntu 24.04、open Euler 23.03、Windows 11、WSL 2、Python 3.10 、bisheng 1.1.1
背景：需要bisheng二开商用，故而此处进行本地部署，便于后期调试开发
时间：20250519
说明：bisheng前后端的代码不使用docker部署，基于代码部署
注意：本节基于上一章节的内容，如有疑问，请阅读：bisheng系列（一）
二、停止前后端的docker
bisheng共计9个容器，需要独立代码启动前后端，则需要将前后端的容器停止
1、停止并删除所有容器
命令：
docker-compose down效果
jack@Laptop-L14-gen4:~/bisheng-blog/bisheng/docker/bisheng-main/docker$ docker-compose down
Stopping bisheng-frontend ... done
Stopping bisheng-backend ... done
Stopping milvus-standalone ... done
Stopping bisheng-es ... done
Stopping bisheng-office ... done
Stopping milvus-etcd ... done
Stopping bisheng-mysql ... done
Stopping bisheng-redis ... done
Stopping milvus-minio ... done
Removing bisheng-frontend ... done
Removing bisheng-backend ... done
Removing milvus-standalone ... done
Removing bisheng-es ... done
Removing bisheng-office ... done
Removing milvus-etcd ... done
Removing bisheng-mysql ... done
Removing bisheng-redis ... done
Removing milvus-minio ... done
Removing network docker_default
jack@Laptop-L14-gen4:~/bisheng-blog/bisheng/docker/bisheng-main/docker$ docker ps -a
CONTAINER ID IMAGE COMMAND CREATED STATUS PORTS NAMES
5257cf9b2426 qdrant/qdrant "./entrypoint.sh" 3 weeks ago Exited (255) 2 weeks ago 0.0.0.0:6333-6334->6333-6334/tcp, :::6333-6334->6333-6334/tcp distracted_lamport
b28179c3b79b qdrant/qdrant "./entrypoint.sh" 3 weeks ago Exited (255) 3 weeks ago 0.0.0.0:6333-6334->6333-6334/tcp, :::6333-6334->6333-6334/tcp bold_beaver
b00d21f614f7 hello-world "/hello" 3 weeks ago Exited (0) 3 weeks ago objective_khayyam
114b2a816fae ubuntu1:8080 "/bin/sh -c 'npm i &…" 7 weeks ago Exited (255) 7 weeks ago 0.0.0.0:8080->8080/tcp, :::8080->8080/tcp light_house通过上述命令说明，bisheng的9个容器停止并删除成功
2、配置docker-compse
通过编辑docker-compose.yml文件，删除前后端的启动项，修改后内容如下：
services:mysql:container_name: bisheng-mysqlimage: mysql:8.0ports:- "3306:3306"environment:MYSQL_ROOT_PASSWORD: "1234" # 数据库密码，如果修改需要同步修改bisheng/congfig/config.yaml配置database_url的mysql连接密码MYSQL_DATABASE: bishengTZ: Asia/Shanghaivolumes:- ${DOCKER_VOLUME_DIRECTORY:-.}/mysql/conf/my.cnf:/etc/mysql/my.cnf- ${DOCKER_VOLUME_DIRECTORY:-.}/mysql/data:/var/lib/mysqlhealthcheck:test: ["CMD-SHELL", "exit | mysql -u root -p$$MYSQL_ROOT_PASSWORD"]start_period: 30sinterval: 20stimeout: 10sretries: 4restart: on-failureredis:container_name: bisheng-redisimage: redis:7.0.4ports:- "6379:6379"environment:TZ: Asia/Shanghaivolumes:- ${DOCKER_VOLUME_DIRECTORY:-.}/data/redis:/data- ${DOCKER_VOLUME_DIRECTORY:-.}/redis/redis.conf:/etc/redis.confcommand: redis-server /etc/redis.confhealthcheck:test: ["CMD-SHELL", 'redis-cli ping|grep -e "PONG\|NOAUTH"']interval: 10stimeout: 5sretries: 3restart: on-failureoffice:container_name: bisheng-officeimage: onlyoffice/documentserver:7.1.1ports:- "8701:80"environment:TZ: Asia/ShanghaiJWT_ENABLED: "false"volumes:- ${DOCKER_VOLUME_DIRECTORY:-.}/office/bisheng:/var/www/onlyoffice/documentserver/sdkjs-plugins/bishengcommand: bash -c "supervisorctl restart all"restart: on-failureelasticsearch:container_name: bisheng-esimage: docker.io/bitnami/elasticsearch:8.12.0user: rootports:- "9200:9200"- "9300:9300"environment:TZ: Asia/Shanghaivolumes:- ${DOCKER_VOLUME_DIRECTORY:-.}/data/es:/bitnami/elasticsearch/datarestart: on-failureetcd:container_name: milvus-etcdimage: quay.io/coreos/etcd:v3.5.5environment:ETCD_AUTO_COMPACTION_MODE: revisionETCD_AUTO_COMPACTION_RETENTION: "1000"ETCD_QUOTA_BACKEND_BYTES: "4294967296"ETCD_SNAPSHOT_COUNT: "50000"TZ: Asia/Shanghaivolumes:- ${DOCKER_VOLUME_DIRECTORY:-.}/data/milvus-etcd:/etcdcommand: etcd -advertise-client-urls=http://127.0.0.1:2379 -listen-client-urls http://0.0.0.0:2379 --data-dir /etcdrestart: on-failurehealthcheck:test: ["CMD", "etcdctl", "endpoint", "health"]interval: 30stimeout: 20sretries: 3minio:container_name: milvus-minioimage: minio/minio:RELEASE.2023-03-20T20-16-18Zenvironment:MINIO_ACCESS_KEY: minioadminMINIO_SECRET_KEY: minioadminports:- "9100:9000"- "9101:9001"volumes:- /etc/localtime:/etc/localtime:ro- ${DOCKER_VOLUME_DIRECTORY:-.}/data/milvus-minio:/minio_datacommand: minio server /minio_data --console-address ":9001"restart: on-failurehealthcheck:test: ["CMD", "curl", "-f", "http://localhost:9000/minio/health/live"]interval: 30stimeout: 20sretries: 3milvus:container_name: milvus-standaloneimage: milvusdb/milvus:v2.3.3command: ["milvus", "run", "standalone"]security_opt:- seccomp:unconfinedenvironment:ETCD_ENDPOINTS: etcd:2379MINIO_ADDRESS: minio:9000volumes:- /etc/localtime:/etc/localtime:ro- ${DOCKER_VOLUME_DIRECTORY:-.}/data/milvus:/var/lib/milvusrestart: on-failurehealthcheck:test: ["CMD", "curl", "-f", "http://localhost:9091/healthz"]start_period: 90sinterval: 30stimeout: 20sretries: 3ports:- "19530:19530"- "9091:9091"depends_on:- etcd- minio3、启动其余容器
jack@Laptop-L14-gen4:~/bisheng-blog/bisheng/docker/bisheng-main/docker$ docker-compose up -d
Creating network "docker_default" with the default driver
Creating milvus-etcd ... done
Creating bisheng-redis ... done
Creating bisheng-mysql ... done
Creating bisheng-office ... done
Creating milvus-minio ... done
Creating bisheng-es ... done
Creating milvus-standalone ... done4、前后端代码
前后端的代码分别时：
后端：bisheng/src/backend
前端：bisheng/src/frontend
三、后端启动
通过修改部分文件，使后端可以连接到相关的容器服务
后端在open Euler 23.03启动，我使用vscode来修改相关文件
1、克隆源码
git clone https://github.com/dataelement/bisheng.git2、安装相关环境
sudo yum -y install python3-pip python3-devel gcc g++ 3、安装poetry
pip install poetry==1.8.24、项目环境
# 在当前项目根目录下生成环境
poetry config virtualenvs.create false# 安装环境所需的模块
poetry install在该环境中，安装
pip install opencv-python-headless
安装后，看下安装过程是否存在异常，如下为正常
...... - Installing types-pillow (9.5.0.6)- Installing types-pyyaml (6.0.12.20250516)- Installing types-requests (2.32.0.20250515)
......Writing lock fileInstalling the current project: bisheng (1.1.1)5、配置文件
此处配置文件特指其余七个容器的连接配置
将/bisheng/docker/bisheng/config/config.yaml 复制到指定目录下
cp bisheng/docker/bisheng/config/config.yaml bisheng/src/backend/bisheng/编辑该文件
# 原内容
"mysql+pymysql://root:gAAAAABlp4b4c59FeVGF_OQRVf6NOUIGdxq8246EBD-b0hdK_jVKRs1x4PoAn0A6C5S6IiFKmWn0Nm5eBUWu-7jxcqw6TiVjQA==@mysql:3306/bisheng?charset=utf8mb4"redis_url: "redis://redis:6379/1"celery_redis_url: "redis://redis:6379/2"- sink: "/app/data/bisheng.log"- sink: "/app/data/statistic.log"# 修改后
"mysql+pymysql://root:gAAAAABlp4b4c59FeVGF_OQRVf6NOUIGdxq8246EBD-b0hdK_jVKRs1x4PoAn0A6C5S6IiFKmWn0Nm5eBUWu-7jxcqw6TiVjQA==@0.0.0.0:3306/bisheng?charset=utf8mb4"redis_url: "redis://0.0.0.0:6379/1"celery_redis_url: "redis://0.0.0.0:6379/2"- sink: "/home/jack/bisheng/src/backend/data/bisheng.log"- sink: "/home/jack/bisheng/src/backend/data/statistic.log"修改目的是将链接修改为0.0.0.0:端口，由于之前使用docker配置可以连接，但是当前由于使用代码直接启动，无法识别http://mysql:3306这种链接，故而需要修改
日志路径修改是为了保证权限的问题
新建.env文件，内容如下：
# bisheng/src/backend/bisheng/.envBS_MILVUS_CONNECTION_ARGS='{"host":"milvus","port":"19530","user":"","password":"","secure":false}'
BS_MILVUS_IS_PARTITION='true'
BS_MILVUS_PARTITION_SUFFIX='1'
BS_ELASTICSEARCH_URL='http://elasticsearch:9200'
BS_ELASTICSEARCH_SSL_VERIFY='{}'
BS_MINIO_SCHEMA='false'
BS_MINIO_CERT_CHECK='false'
BS_MINIO_ENDPOINT='minio:9000'
BS_MINIO_SHAREPOIN='minio:9000'
BS_MINIO_ACCESS_KEY='minioadmin'
BS_MINIO_SECRET_KEY='minioadmin'上述内容复制自docker-compose.yml
编辑settings文件，修改该函数内容如下
# bisheng/src/backend/bisheng/settings.pydef env_var_constructor(loader, node):from dotenv import load_dotenv, find_dotenvload_dotenv("/home/jack/bisheng/src/backend/bisheng/.env", find_dotenv())value = loader.construct_scalar(node) # PyYAML loader的固定方法，用于根据当前节点构造一个变量值var_name = value.strip('${} ') # 去除变量值（例如${PATH}）前后的特殊字符及空格env_val = os.getenv(var_name) # 尝试在环境变量中获取变量名（如USER）对应的值，获取不到则为空if env_val is None:raise ValueError(f'Environment variable {var_name} not found')return env_val
编辑bisheng/src/backend/bisheng/api/services/assistant_agent.py，修改文件路径
# 原内容async def record_chat_history(self, message: List[Any]):# 记录助手的聊天历史if not os.getenv('BISHENG_RECORD_HISTORY'):returntry:os.makedirs('/app/data/history', exist_ok=True)with open(f'/app/data/history/{self.assistant.id}_{time.time()}.json',# 修改后async def record_chat_history(self, message: List[Any]):# 记录助手的聊天历史if not os.getenv('BISHENG_RECORD_HISTORY'):returntry:os.makedirs('/home/jack/bisheng/src/backend/data/history', exist_ok=True)with open(f'/home/jack/bisheng/src/backend/data/history/{self.assistant.id}_{time.time()}.json',5、启动项目
uvicorn bisheng.main:app --host 0.0.0.0 --port 7860 成功如下：
.
.
.
INFO: Started server process [64315]
INFO: Waiting for application startup.
[2025-05-19 11:25:20.152105] [2025-05-19 11:25:20.151985] [DEBUG process-64315-139958058770496 bisheng.interface.utils:91] - trace=1 Setting up LLM caching with InMemoryCache
[2025-05-19 11:25:20.153851] [2025-05-19 11:25:20.153779] [INFO process-64315-139958058770496 bisheng.interface.utils:93] - trace=1 LLM caching setup with InMemoryCache
[2025-05-19 11:25:20.189322] [2025-05-19 11:25:20.189129] [DEBUG process-64315-139958058770496 bisheng.database.service:59] - trace=1 Creating database and tables
[2025-05-19 11:25:20.564080] [2025-05-19 11:25:20.563913] [DEBUG process-64315-139958058770496 bisheng.database.service:79] - trace=1 Database and tables created successfully
INFO: Application startup complete.
INFO: Uvicorn running on http://0.0.0.0:7860 (Press CTRL+C to quit)四、前端启动
1、nginx部署
1）安装node，要求node >= 18
下载链接：v18.19.0 - 阿里云
# 切换目录
cd /usr/local# 下载nodejs文件
wget https://mirrors.aliyun.com/nodejs-release/v18.19.0/node-v18.19.0-linux-x64.tar.gz?spm=a2c6h.25603864.0.0.1bb22f6dOhRq63# 解压到当前目录
tar xzf node-v18.19.0-linux-x64.tar.gz# 创建软连接ln -s /usr/local/node-v18.19.0-linux-x64/bin/node /usr/bin/node
ln -s /usr/local/node-v18.19.0-linux-x64/bin/npm /usr/bin/npm
ln -s /usr/local/node-v18.19.0-linux-x64/bin/npx /usr/bin/npx2）安装nginx
sudo yum -y install nginx3）编译文件
# 编译client
cd bisheng/src/frontend/client && npm install --force --registry=https://registry.npmmirror.com && npm run build# 编译platform
cd bisheng/src/frontend/platform && npm install --force --registry=https://registry.npmmirror.com && npm run build将编译后的build目录复制到/usr/share/nginx/html/，如下
cp -r client/build /usr/share/nginx/html/clientcp -r platform/build /usr/share/nginx/html/platform4）替换nginx配置文件
# 备份nginx原配置文件
mv /etc/nginx/nginx.conf /etc/nginx/nginx.conf.bak# 复制源码中的nginx配置文件
cp bisheng/docker/nginx/nginx.conf /etc/nginx/cp bisheng/docker/nginx/conf.d/* /etc/nginx/conf.d/编辑conf.d下的配置文件，将两个配置文件的内容进行替换
# 原内容
proxy_pass http://backend:7860;
proxy_pass http://minio:9000;# 替换后
proxy_pass http://0.0.0.0:7860;
proxy_pass http://0.0.0.0:9000;
5）启动nginx
sudo nginx6）访问测试
7）后端日志
后续继续优化