private-deployment-enterprise-observer

1. Deployment and Startup

Hardware Configuration Requirements

Configuration Item	Recommended Configuration
CPU	64 Cores
Memory	512G
Disk	2T SSD
Architecture	Recommended x86

This configuration can support:

3000 tables
100 concurrent users

tip

If you have higher configuration requirements, please contact us for professional consultation.

Deployment Steps

Follow the deployment steps of the Single Machine Edition, but modify the docker-compose.yml file inside to the following content:

services:
  asktable:
    # AskTable
    image: registry.cn-shanghai.aliyuncs.com/datamini/asktable-all-in-one:latest  # China Mainland
    depends_on:
      - asktable_mysql
    ports:
      - "8000:80"
    environment:
      TZ: Asia/Shanghai
      BASE_URL: http://127.0.0.1:8000        # 【Mandatory to Modify】The address exposed by the container (i.e., the address accessed from external, such as a browser)
      LLM_API_KEY: asktable-xxxxxx=xxxxxxxx      # 【Mandatory to Modify】AI model token, which is a string starting with "asktable-". After logging in to AskTable(https://cloud.asktable.com), click on "Private Deployment AskTable" at the top to obtain it.
      MYSQL_HOST: asktable_mysql               # MySQL database address (this MySQL is the AskTable database, not the database queried by AskTable, the latter needs to be added on the AskTable interface)
      MYSQL_USER: asktable                     # MySQL database username
      MYSQL_PASSWORD: asktable                 # 【Recommended to Modify】MySQL database password
      MYSQL_DB: asktable                       # MySQL database name
      MYSQL_ROOT_PASSWORD: asktable            # 【Recommended to Modify】MySQL database root password (used for initializing sample data)
      VDB_ADDRESS: http://asktable_vdb:6333    # Vector database address
      VDB_API_KEY: asktable                    # 【Recommended to Modify】Vector database API key
      AISEARCH_ENABLE: 1
      AISEARCH_HOST: http://aisearch:7700
      AISEARCH_MASTER_KEY: asktable           # 【Recommended to Modify】
      OBSERVER_HOST: http://obs_web:3000
      OBSERVER_SECRET_KEY: lf_sk_1234567890   # 【Recommended to Modify】
      OBSERVER_PUBLIC_KEY: lf_pk_1234567890   # 【Recommended to Modify】
      OBSERVER_PROJECT_ID: asktable-local
    volumes:
      - ./asktable_data:/asktable

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

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

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

  # The following are the AskTable observation service (OBS)
  asktable_redis:
    image: registry.cn-shanghai.aliyuncs.com/dminfra/redis:7.4.4
    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
    restart: always
    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    # 【Recommended to Modify】
      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
    ports:
      - "9090:9000"   # S3 API port
      - "9001"   # MinIO console port
    volumes:
      - ./minio_data:/data    
    environment:
      TZ: Asia/Shanghai
      MINIO_ROOT_USER: asktable       
      MINIO_ROOT_PASSWORD: asktable   # 【Recommended to Modify】
    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
    restart: always
    environment:
      CLICKHOUSE_DB: default
      CLICKHOUSE_USER: asktable
      CLICKHOUSE_PASSWORD: asktable    # 【Recommended to Modify】
    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
    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   # 【Recommended to Modify】
      SALT: "asktable"    # 【Recommended to Modify】
      ENCRYPTION_KEY: "77769faf27e62bb20e3c3e397eec29a93c23a8648281dc4dbe65dab0340040fb" # 【Recommended to Modify】 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         # 【Recommended to Modify】
      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   # 【Recommended to Modify】
      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   # 【Recommended to Modify】
      REDIS_TLS_ENABLED: false

  obs_web:
    image: registry.cn-shanghai.aliyuncs.com/dminfra/observer:3.78.1
    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=   # 【Recommended to Modify】 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   # 【Recommended to Modify】
      LANGFUSE_INIT_PROJECT_SECRET_KEY: lf_sk_1234567890   # 【Recommended to Modify】
      LANGFUSE_INIT_USER_EMAIL: admin@asktable.com
      LANGFUSE_INIT_USER_NAME: asktable
      LANGFUSE_INIT_USER_PASSWORD: asktable   # 【Recommended to Modify】

Name	Port	Authentication
asktable	8000	Account: admin@asktable.com Password: admin
observer	3000	Account: admin@asktable.com Password: asktable

For other steps, please refer to Single Machine Edition Deployment.

2. Contact AskTable to Obtain Software License Code

After deployment, contact AskTable staff to obtain the software license code, or directly log in to the "AskTable Official Website" and click on "Private Deployment AskTable" at the top to purchase.

3. Software Activation

Log in to the private deployment version of AskTable, click on the "key" icon at the top right corner, and enter the "Software Activation" page.

Contact AskTable to Obtain Software License Code

Enter the software license code and click the "Activate" button.

1. Deployment and Startup​

Hardware Configuration Requirements​

Deployment Steps​

2. Contact AskTable to Obtain Software License Code​

3. Software Activation​

1. Deployment and Startup

Hardware Configuration Requirements

Deployment Steps

2. Contact AskTable to Obtain Software License Code

3. Software Activation