docker-compose/ai/compose.yaml

services:
  # PostgreSQL with pgvector for AI/RAG workloads
  ai_postgres:
    image: ${AI_POSTGRES_IMAGE:-pgvector/pgvector:pg16}
    container_name: ${AI_COMPOSE_PROJECT_NAME}_postgres
    restart: unless-stopped
    environment:
      TZ: ${TIMEZONE:-Europe/Berlin}
      POSTGRES_USER: ${AI_DB_USER}
      POSTGRES_PASSWORD: ${AI_DB_PASSWORD}
      POSTGRES_DB: ${AI_DB_NAME}
      POSTGRES_HOST_AUTH_METHOD: scram-sha-256
      POSTGRES_INITDB_ARGS: --auth-host=scram-sha-256
    volumes:
      - ai_postgres_data:/var/lib/postgresql/data
      - ./postgres/init:/docker-entrypoint-initdb.d
    healthcheck:
      test: ['CMD-SHELL', 'pg_isready -U ${AI_DB_USER}']
      interval: 30s
      timeout: 10s
      retries: 3
      start_period: 40s
    networks:
      - compose_network

  # Open WebUI - ChatGPT-like interface for AI models
  webui:
    image: ${AI_WEBUI_IMAGE:-ghcr.io/open-webui/open-webui:main}
    container_name: ${AI_COMPOSE_PROJECT_NAME}_webui
    restart: unless-stopped
    environment:
      TZ: ${TIMEZONE:-Europe/Berlin}

      # Database configuration
      DATABASE_URL: postgresql://${AI_DB_USER}:${AI_DB_PASSWORD}@ai_postgres:5432/${AI_DB_NAME}

      # OpenAI API configuration (pointing to LiteLLM proxy)
      OPENAI_API_BASE_URLS: http://litellm:4000
      OPENAI_API_KEYS: ${AI_LITELLM_API_KEY}

      # Disable Ollama (we only use LiteLLM)
      ENABLE_OLLAMA_API: false
      OLLAMA_BASE_URLS: ""

      # WebUI configuration
      WEBUI_NAME: ${AI_WEBUI_NAME:-Pivoine AI}
      WEBUI_URL: https://${AI_TRAEFIK_HOST}
      WEBUI_SECRET_KEY: ${AI_WEBUI_SECRET_KEY}

      # Feature flags
      ENABLE_SIGNUP: ${AI_ENABLE_SIGNUP:-true}
      ENABLE_RAG_WEB_SEARCH: ${AI_ENABLE_RAG_WEB_SEARCH:-true}
      ENABLE_RAG_WEB_LOADER_SSL_VERIFICATION: ${AI_ENABLE_RAG_SSL_VERIFY:-true}

      # RAG configuration
      RAG_EMBEDDING_ENGINE: ${AI_RAG_EMBEDDING_ENGINE:-openai}
      RAG_EMBEDDING_MODEL: ${AI_RAG_EMBEDDING_MODEL:-text-embedding-3-small}
      VECTOR_DB: ${AI_VECTOR_DB:-pgvector}

      # Email configuration (Mailpit SMTP relay)
      SMTP_HOST: net_mailpit
      SMTP_PORT: 1025
      SMTP_FROM_EMAIL: ${EMAIL_FROM}
      SMTP_USE_TLS: false
      SMTP_USE_SSL: false

    volumes:
      - ai_webui_data:/app/backend/data
    depends_on:
      - ai_postgres
      - litellm
    networks:
      - compose_network
    labels:
      - 'traefik.enable=${AI_TRAEFIK_ENABLED}'
      # HTTP to HTTPS redirect
      - 'traefik.http.middlewares.${AI_COMPOSE_PROJECT_NAME}-redirect-web-secure.redirectscheme.scheme=https'
      - 'traefik.http.routers.${AI_COMPOSE_PROJECT_NAME}-web.middlewares=${AI_COMPOSE_PROJECT_NAME}-redirect-web-secure'
      - 'traefik.http.routers.${AI_COMPOSE_PROJECT_NAME}-web.rule=Host(`${AI_TRAEFIK_HOST}`)'
      - 'traefik.http.routers.${AI_COMPOSE_PROJECT_NAME}-web.entrypoints=web'
      # HTTPS router
      - 'traefik.http.routers.${AI_COMPOSE_PROJECT_NAME}-web-secure.rule=Host(`${AI_TRAEFIK_HOST}`)'
      - 'traefik.http.routers.${AI_COMPOSE_PROJECT_NAME}-web-secure.tls.certresolver=resolver'
      - 'traefik.http.routers.${AI_COMPOSE_PROJECT_NAME}-web-secure.entrypoints=web-secure'
      - 'traefik.http.middlewares.${AI_COMPOSE_PROJECT_NAME}-web-secure-compress.compress=true'
      - 'traefik.http.routers.${AI_COMPOSE_PROJECT_NAME}-web-secure.middlewares=${AI_COMPOSE_PROJECT_NAME}-web-secure-compress,security-headers@file'
      # Service
      - 'traefik.http.services.${AI_COMPOSE_PROJECT_NAME}-web-secure.loadbalancer.server.port=8080'
      - 'traefik.docker.network=${NETWORK_NAME}'
      # Watchtower
      - 'com.centurylinklabs.watchtower.enable=${WATCHTOWER_LABEL_ENABLE}'

  # LiteLLM - Proxy to convert Anthropic API to OpenAI-compatible format
  litellm:
    image: ghcr.io/berriai/litellm:main-latest
    container_name: ${AI_COMPOSE_PROJECT_NAME}_litellm
    restart: unless-stopped
    environment:
      TZ: ${TIMEZONE:-Europe/Berlin}
      ANTHROPIC_API_KEY: ${ANTHROPIC_API_KEY}
      LITELLM_MASTER_KEY: ${AI_LITELLM_API_KEY}
      DATABASE_URL: postgresql://${AI_DB_USER}:${AI_DB_PASSWORD}@ai_postgres:5432/litellm
      LITELLM_DROP_PARAMS: 'true'
      NO_DOCS: 'true'
      NO_REDOC: 'true'
      # Performance optimizations
      LITELLM_LOG: 'INFO'  # Enable detailed logging for debugging
      LITELLM_MODE: 'PRODUCTION'  # Production mode for better performance
    volumes:
      - ./litellm-config.yaml:/app/litellm-config.yaml:ro
    command:
      [
        '--config',
        '/app/litellm-config.yaml',
        '--host',
        '0.0.0.0',
        '--port',
        '4000',
        '--drop_params'
      ]
    depends_on:
      - ai_postgres
    networks:
      - compose_network
    healthcheck:
      disable: true
    labels:
      - 'traefik.enable=${AI_TRAEFIK_ENABLED}'
      # HTTP to HTTPS redirect
      - 'traefik.http.middlewares.${AI_COMPOSE_PROJECT_NAME}-litellm-redirect-web-secure.redirectscheme.scheme=https'
      - 'traefik.http.routers.${AI_COMPOSE_PROJECT_NAME}-litellm-web.middlewares=${AI_COMPOSE_PROJECT_NAME}-litellm-redirect-web-secure'
      - 'traefik.http.routers.${AI_COMPOSE_PROJECT_NAME}-litellm-web.rule=Host(`${AI_LITELLM_TRAEFIK_HOST}`)'
      - 'traefik.http.routers.${AI_COMPOSE_PROJECT_NAME}-litellm-web.entrypoints=web'
      # HTTPS router
      - 'traefik.http.routers.${AI_COMPOSE_PROJECT_NAME}-litellm-web-secure.rule=Host(`${AI_LITELLM_TRAEFIK_HOST}`)'
      - 'traefik.http.routers.${AI_COMPOSE_PROJECT_NAME}-litellm-web-secure.tls.certresolver=resolver'
      - 'traefik.http.routers.${AI_COMPOSE_PROJECT_NAME}-litellm-web-secure.entrypoints=web-secure'
      - 'traefik.http.middlewares.${AI_COMPOSE_PROJECT_NAME}-litellm-web-secure-compress.compress=true'
      - 'traefik.http.routers.${AI_COMPOSE_PROJECT_NAME}-litellm-web-secure.middlewares=${AI_COMPOSE_PROJECT_NAME}-litellm-web-secure-compress,security-headers@file'
      # Service
      - 'traefik.http.services.${AI_COMPOSE_PROJECT_NAME}-litellm-web-secure.loadbalancer.server.port=4000'
      - 'traefik.docker.network=${NETWORK_NAME}'
      # Watchtower
      - 'com.centurylinklabs.watchtower.enable=${WATCHTOWER_LABEL_ENABLE}'

  # Crawl4AI - Web scraping for LLMs (internal API, no public access)
  crawl4ai:
    image: ${AI_CRAWL4AI_IMAGE:-unclecode/crawl4ai:latest}
    container_name: ${AI_COMPOSE_PROJECT_NAME}_crawl4ai
    restart: unless-stopped
    environment:
      TZ: ${TIMEZONE:-Europe/Berlin}
      # API configuration
      PORT: ${AI_CRAWL4AI_PORT:-11235}
    volumes:
      - ai_crawl4ai_data:/app/.crawl4ai
    networks:
      - compose_network
    labels:
      # No Traefik exposure - internal only
      - 'traefik.enable=false'
      # Watchtower
      - 'com.centurylinklabs.watchtower.enable=${WATCHTOWER_LABEL_ENABLE}'

  # Facefusion - AI face swapping and enhancement
  facefusion:
    build:
      context: .
      dockerfile: Dockerfile
    image: facefusion-patched:3.5.0-cpu
    container_name: ${AI_COMPOSE_PROJECT_NAME}_facefusion
    restart: unless-stopped
    tty: true
    command: ['python', '-u', 'facefusion.py', 'run']
    environment:
      TZ: ${TIMEZONE:-Europe/Berlin}
      GRADIO_SERVER_NAME: "0.0.0.0"
      GRADIO_SERVER_PORT: "7860"
    volumes:
      - ai_facefusion_data:/workspace
    networks:
      - compose_network
    labels:
      - 'traefik.enable=${AI_FACEFUSION_TRAEFIK_ENABLED}'
      # HTTP to HTTPS redirect
      - 'traefik.http.middlewares.${AI_COMPOSE_PROJECT_NAME}-facefusion-redirect-web-secure.redirectscheme.scheme=https'
      - 'traefik.http.routers.${AI_COMPOSE_PROJECT_NAME}-facefusion-web.middlewares=${AI_COMPOSE_PROJECT_NAME}-facefusion-redirect-web-secure'
      - 'traefik.http.routers.${AI_COMPOSE_PROJECT_NAME}-facefusion-web.rule=Host(`${AI_FACEFUSION_TRAEFIK_HOST}`)'
      - 'traefik.http.routers.${AI_COMPOSE_PROJECT_NAME}-facefusion-web.entrypoints=web'
      # HTTPS router with Authelia
      - 'traefik.http.routers.${AI_COMPOSE_PROJECT_NAME}-facefusion-web-secure.rule=Host(`${AI_FACEFUSION_TRAEFIK_HOST}`)'
      - 'traefik.http.routers.${AI_COMPOSE_PROJECT_NAME}-facefusion-web-secure.tls.certresolver=resolver'
      - 'traefik.http.routers.${AI_COMPOSE_PROJECT_NAME}-facefusion-web-secure.entrypoints=web-secure'
      - 'traefik.http.middlewares.${AI_COMPOSE_PROJECT_NAME}-facefusion-web-secure-compress.compress=true'
      - 'traefik.http.routers.${AI_COMPOSE_PROJECT_NAME}-facefusion-web-secure.middlewares=${AI_COMPOSE_PROJECT_NAME}-facefusion-web-secure-compress,net-authelia,security-headers@file'
      # Service
      - 'traefik.http.services.${AI_COMPOSE_PROJECT_NAME}-facefusion-web-secure.loadbalancer.server.port=7860'
      - 'traefik.docker.network=${NETWORK_NAME}'
      # Watchtower - disabled for custom local image
      - 'com.centurylinklabs.watchtower.enable=false'

volumes:
  ai_postgres_data:
    name: ${AI_COMPOSE_PROJECT_NAME}_postgres_data
  ai_webui_data:
    name: ${AI_COMPOSE_PROJECT_NAME}_webui_data
  ai_crawl4ai_data:
    name: ${AI_COMPOSE_PROJECT_NAME}_crawl4ai_data
  ai_facefusion_data:
    name: ${AI_COMPOSE_PROJECT_NAME}_facefusion_data