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-mysql
    image: mysql:8.0

    ports:
      - "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: bisheng
      TZ: Asia/Shanghai
    volumes:
      - ${DOCKER_VOLUME_DIRECTORY:-.}/mysql/conf/my.cnf:/etc/mysql/my.cnf
      - ${DOCKER_VOLUME_DIRECTORY:-.}/mysql/data:/var/lib/mysql
    healthcheck:
      test: ["CMD-SHELL", "exit | mysql -u root -p$$MYSQL_ROOT_PASSWORD"]
      start_period: 30s
      interval: 20s
      timeout: 10s
      retries: 4
    restart: on-failure

  redis:
    container_name: bisheng-redis
    image: redis:7.0.4
    ports:
      - "6379:6379"
    environment:
      TZ: Asia/Shanghai
    volumes:
      - ${DOCKER_VOLUME_DIRECTORY:-.}/data/redis:/data
      - ${DOCKER_VOLUME_DIRECTORY:-.}/redis/redis.conf:/etc/redis.conf
    command: redis-server /etc/redis.conf
    healthcheck:
      test: ["CMD-SHELL", 'redis-cli ping|grep -e "PONG\|NOAUTH"']
      interval: 10s
      timeout: 5s
      retries: 3
    restart: on-failure

  office:
    container_name: bisheng-office
    image: onlyoffice/documentserver:7.1.1
    ports:
      - "8701:80"
    environment:
      TZ: Asia/Shanghai
      JWT_ENABLED: "false"
    volumes:
      - ${DOCKER_VOLUME_DIRECTORY:-.}/office/bisheng:/var/www/onlyoffice/documentserver/sdkjs-plugins/bisheng
    command: bash -c "supervisorctl restart all"
    restart: on-failure

  elasticsearch:
    container_name: bisheng-es
    image: docker.io/bitnami/elasticsearch:8.12.0
    user: root
    ports:
      - "9200:9200"
      - "9300:9300"
    environment:
      TZ: Asia/Shanghai
    volumes:
      - ${DOCKER_VOLUME_DIRECTORY:-.}/data/es:/bitnami/elasticsearch/data
    restart: on-failure

  etcd:
    container_name: milvus-etcd
    image: quay.io/coreos/etcd:v3.5.5
    environment:
      ETCD_AUTO_COMPACTION_MODE: revision
      ETCD_AUTO_COMPACTION_RETENTION: "1000"
      ETCD_QUOTA_BACKEND_BYTES: "4294967296"
      ETCD_SNAPSHOT_COUNT: "50000"
      TZ: Asia/Shanghai
    volumes:
      - ${DOCKER_VOLUME_DIRECTORY:-.}/data/milvus-etcd:/etcd
    command: etcd -advertise-client-urls=http://127.0.0.1:2379 -listen-client-urls http://0.0.0.0:2379 --data-dir /etcd
    restart: on-failure
    healthcheck:
      test: ["CMD", "etcdctl", "endpoint", "health"]
      interval: 30s
      timeout: 20s
      retries: 3

  minio:
    container_name: milvus-minio
    image: minio/minio:RELEASE.2023-03-20T20-16-18Z
    environment:
      MINIO_ACCESS_KEY: minioadmin
      MINIO_SECRET_KEY: minioadmin
    ports:
      - "9100:9000"
      - "9101:9001"
    volumes:
      - /etc/localtime:/etc/localtime:ro
      - ${DOCKER_VOLUME_DIRECTORY:-.}/data/milvus-minio:/minio_data
    command: minio server /minio_data --console-address ":9001"
    restart: on-failure
    healthcheck:
      test: ["CMD", "curl", "-f", "http://localhost:9000/minio/health/live"]
      interval: 30s
      timeout: 20s
      retries: 3

  milvus:
    container_name: milvus-standalone
    image: milvusdb/milvus:v2.3.3
    command: ["milvus", "run", "standalone"]
    security_opt:
    - seccomp:unconfined
    environment:
      ETCD_ENDPOINTS: etcd:2379
      MINIO_ADDRESS: minio:9000
    volumes:
      - /etc/localtime:/etc/localtime:ro
      - ${DOCKER_VOLUME_DIRECTORY:-.}/data/milvus:/var/lib/milvus
    restart: on-failure
    healthcheck:
      test: ["CMD", "curl", "-f", "http://localhost:9091/healthz"]
      start_period: 90s
      interval: 30s
      timeout: 20s
      retries: 3
    ports:
      - "19530:19530"
      - "9091:9091"
    depends_on:
      - etcd
      - minio

3、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 ... done

4、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.git

2、安装相关环境

sudo yum -y install python3-pip python3-devel  gcc g++

3、安装poetry

pip install poetry==1.8.2

4、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 file

Installing 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/.env

BS_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.py


def env_var_constructor(loader, node):
    from dotenv import load_dotenv, find_dotenv
    load_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'):
            return
        try:
            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'):
            return
        try:
            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/npx

2）安装nginx

sudo yum -y install nginx

3）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/client

cp -r platform/build /usr/share/nginx/html/platform

4）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 nginx

6）访问测试

7）后端日志

后续继续优化