私有部署企业版 AskTable（含AI观测）

1. 部署和启动

硬件配置要求

配置项	推荐配置
CPU	64 核
内存	512G
磁盘	2T SSD
架构	推荐 x86

该配置可支持:

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如有更高配置需求，请联系我们获取专业咨询。

部署步骤

按照单机版部署的部署步骤进行操作，但需要修改里面的docker-compose.yml文件，更新为以下内容：

services:
  asktable:
    # AskTable
    image: registry.cn-shanghai.aliyuncs.com/datamini/asktable-all-in-one:latest  # 中国大陆地区
    container_name: asktable
    depends_on:
      - asktable_mysql
    ports:
      - "8000:80"
    environment:
      TZ: Asia/Shanghai
      BASE_URL: http://127.0.0.1:8000        # 【务必修改】容器对外暴露的地址（即从外部比如浏览器访问的地址）
      LLM_API_KEY: asktable-xxxxxx=xxxxxxxx      # 【务必修改】AI 模型令牌，是以“asktable-”开头的字符串。登录 AskTable(https://cloud.asktable.com) 后，顶部点击“私有部署 AskTable“获取。
      MYSQL_HOST: asktable_mysql               # MySQL 数据库地址（该 MySQL 是 AskTable 数据库，并非利用 AskTable 去查询的数据库，后者需要在 AskTable 界面上添加）
      MYSQL_USER: asktable                     # MySQL 数据库用户名
      MYSQL_PASSWORD: asktable                 # 【建议修改】MySQL 数据库密码
      MYSQL_DB: asktable                       # MySQL 数据库名称
      MYSQL_ROOT_PASSWORD: asktable            # 【建议修改】MySQL 数据库ROOT密码(用于初始化示例数据）
      VDB_ADDRESS: http://asktable_vdb:6333    # 向量数据库地址
      VDB_API_KEY: asktable                    #【建议修改】向量数据库 API KEY
      AISEARCH_ENABLE: 1
      AISEARCH_HOST: http://asktable_aisearch:7700
      AISEARCH_MASTER_KEY: asktable           # 【建议修改】
      OBSERVER_HOST: http://obs_web:3000
      OBSERVER_SECRET_KEY: lf_sk_1234567890   # 【建议修改】
      OBSERVER_PUBLIC_KEY: lf_pk_1234567890   # 【建议修改】
      OBSERVER_PROJECT_ID: asktable-local
    volumes:
      - ./asktable_data:/asktable

  asktable_mysql:
    image: registry.cn-shanghai.aliyuncs.com/dminfra/mysql:8.0.27
    container_name: asktable_mysql
    ports:
      - "3306"
    environment:
      TZ: Asia/Shanghai
      MYSQL_ROOT_PASSWORD: asktable     # 【建议修改】
      MYSQL_DATABASE: asktable
      MYSQL_USER: asktable
      MYSQL_PASSWORD: asktable          # 【建议修改】
    volumes:
      - ./mysql_data:/var/lib/mysql

  asktable_vdb:
    image: registry.cn-shanghai.aliyuncs.com/dminfra/qdrant:v1.11.5
    container_name: asktable_vdb
    ports:
      - "6333"
      - "6334"
    environment:
      RUN_MODE: production
      TZ: Asia/Shanghai
      QDRANT__SERVICE__API_KEY: asktable  # 【建议修改】
    volumes:
      - ./qdrant_storage:/qdrant/storage
      - ./qdrant_snapshots:/qdrant/snapshots

  asktable_aisearch:
    image: registry.cn-shanghai.aliyuncs.com/dminfra/aisearch:v1.12.8
    container_name: asktable_aisearch
    privileged: true
    restart: always
    ports:
      - "7700"
    environment:
      TZ: Asia/Shanghai
      MEILI_MASTER_KEY: asktable  # 【建议修改】
    volumes:
      - ./aisearch_data:/meili_data

  # 以下为 AskTable 观测服务(OBS)
  asktable_redis:
    image: registry.cn-shanghai.aliyuncs.com/dminfra/redis:7.4.4
    container_name: asktable_redis
    ports:
      - "6379"
    volumes:
      - ./redis_data:/data
    command: redis-server --appendonly yes --requirepass asktable

  asktable_postgresql:
    image: registry.cn-shanghai.aliyuncs.com/dminfra/postgres:17.6
    container_name: asktable_postgresql
    restart: always
    privileged: true
    ports:
      - "5432"
    healthcheck:
      test: ["CMD-SHELL", "pg_isready -U asktable -d asktable_obs"]
      interval: 3s
      timeout: 3s
      retries: 10
    environment:
      POSTGRES_USER: asktable
      POSTGRES_PASSWORD: asktable    # 【建议修改】
      POSTGRES_DB: asktable_obs
    volumes:
      - ./postgresql_data:/var/lib/postgresql/data

  asktableminio:
    image: registry.cn-shanghai.aliyuncs.com/dminfra/minio:RELEASE.2025-07-23T15-54-02Z-cpuv1
    container_name: asktableminio
    ports:
      - "9090:9000"   # S3 API 端口
      - "9001"   # MinIO 控制台端口
    volumes:
      - ./minio_data:/data    
    environment:
      TZ: Asia/Shanghai
      MINIO_ROOT_USER: asktable       
      MINIO_ROOT_PASSWORD: asktable   # 【建议修改】
    entrypoint: sh
    # create new bucket before starting the service
    command: -c 'mkdir -p /data/langfuse && minio server --address ":9000" --console-address ":9001" /data'
    restart: always
    healthcheck:
      test: ["CMD", "mc", "ready", "local"]
      interval: 1s
      timeout: 5s
      retries: 5
      start_period: 1s

  obs_clickhouse:
    image: registry.cn-shanghai.aliyuncs.com/dminfra/clickhouse-server:25.5.4.38
    container_name: obs_clickhouse
    restart: always
    privileged: true
    environment:
      CLICKHOUSE_DB: default
      CLICKHOUSE_USER: asktable
      CLICKHOUSE_PASSWORD: asktable    # 【建议修改】
    volumes:
      - ./obs_clickhouse_data:/var/lib/clickhouse
      - ./obs_clickhouse_logs:/var/log/clickhouse-server
    ports:
      - "8123"
      - "9000"
    healthcheck:
      test: wget --no-verbose --tries=1 --spider http://localhost:8123/ping || exit 1
      interval: 5s
      timeout: 5s
      retries: 10
      start_period: 1s

  obs_worker:
    image: registry.cn-shanghai.aliyuncs.com/dminfra/observer-worker:3.78.1
    container_name: obs_worker
    restart: always
    depends_on:
      obs_clickhouse:
        condition: service_healthy
    ports:
      - "3030"
    environment: &obs-worker-env
      TZ: Asia/Shanghai
      DATABASE_URL: postgresql://asktable:asktable@asktable_postgresql:5432/asktable_obs   # 【建议修改】
      SALT: "asktable"    # 【建议修改】
      ENCRYPTION_KEY: "77769faf27e62bb20e3c3e397eec29a93c23a8648281dc4dbe65dab0340040fb" # 【建议修改】 generate via `openssl rand -hex 32`
      TELEMETRY_ENABLED: ${TELEMETRY_ENABLED:-true}
      LANGFUSE_ENABLE_EXPERIMENTAL_FEATURES: ${LANGFUSE_ENABLE_EXPERIMENTAL_FEATURES:-true}
      CLICKHOUSE_MIGRATION_URL: clickhouse://obs_clickhouse:9000
      CLICKHOUSE_URL: http://obs_clickhouse:8123
      CLICKHOUSE_USER: asktable
      CLICKHOUSE_PASSWORD: asktable         # 【建议修改】
      CLICKHOUSE_CLUSTER_ENABLED: false

      # OSS for S3-compatible storage (Aliyun OSS)
      LANGFUSE_USE_AZURE_BLOB: false
      LANGFUSE_S3_EVENT_UPLOAD_BUCKET: langfuse
      LANGFUSE_S3_EVENT_UPLOAD_REGION: auto
      LANGFUSE_S3_EVENT_UPLOAD_ACCESS_KEY_ID: asktable
      LANGFUSE_S3_EVENT_UPLOAD_SECRET_ACCESS_KEY: asktable   # 【建议修改】
      LANGFUSE_S3_EVENT_UPLOAD_ENDPOINT: http://asktableminio:9000
      LANGFUSE_S3_EVENT_UPLOAD_FORCE_PATH_STYLE: true
      LANGFUSE_S3_EVENT_UPLOAD_PREFIX: langfuse-events/

      LANGFUSE_S3_BATCH_EXPORT_ENABLED: false
      LANGFUSE_INGESTION_QUEUE_DELAY_MS: ${LANGFUSE_INGESTION_QUEUE_DELAY_MS:-}
      LANGFUSE_INGESTION_CLICKHOUSE_WRITE_INTERVAL_MS: ${LANGFUSE_INGESTION_CLICKHOUSE_WRITE_INTERVAL_MS:-}

      REDIS_HOST: asktable_redis
      REDIS_PORT: 6379
      REDIS_AUTH: asktable   # 【建议修改】
      REDIS_TLS_ENABLED: false

  obs_web:
    image: registry.cn-shanghai.aliyuncs.com/dminfra/observer:3.78.1
    container_name: obs_web
    restart: always
    depends_on:
      obs_clickhouse:
        condition: service_healthy
    ports:
      - "3000:3000"
    environment:
      TZ: Asia/Shanghai
      <<: *obs-worker-env
      NEXTAUTH_URL: http://127.0.0.1:3000
      NEXTAUTH_SECRET: OY7/pJ266mFbPI9RM6zbmdOo0HD7+OT0fVyhoujVp9Y=   # 【建议修改】 generate via `openssl rand -base64 32`
      LANGFUSE_INIT_ORG_ID: asktable
      LANGFUSE_INIT_ORG_NAME: asktable
      LANGFUSE_INIT_PROJECT_ID: asktable-local
      LANGFUSE_INIT_PROJECT_NAME: asktable-local
      LANGFUSE_INIT_PROJECT_PUBLIC_KEY: lf_pk_1234567890   # 【建议修改】
      LANGFUSE_INIT_PROJECT_SECRET_KEY: lf_sk_1234567890   # 【建议修改】
      LANGFUSE_INIT_USER_EMAIL: admin@asktable.com
      LANGFUSE_INIT_USER_NAME: asktable
      LANGFUSE_INIT_USER_PASSWORD: asktable   # 【建议修改】

名称	端口	认证
asktable	8000	账号：admin@asktable.com 密码：admin
observer	3000	账号：admin@asktable.com 密码：asktable

其他步骤，请参考单机版部署。

2. 联系 AskTable 获取软件许可证

部署完成后，联系 AskTable 工作人员获取软件许可证，或者直接在「AskTable 官网」登录后，点击上方「私有部署 AskTable」购买。

3. 激活许可证

登录私有部署的 AskTable，点击左下角的“体验版“，进入”激活许可证“页面。

输入软件许可证，点击”激活“按钮。

1. 部署和启动​

硬件配置要求​

部署步骤​

2. 联系 AskTable 获取软件许可证​

3. 激活许可证​

1. 部署和启动

硬件配置要求

部署步骤

2. 联系 AskTable 获取软件许可证

3. 激活许可证