multimodal_AI/docker-compose.yml at main · hieu2k4ML/multimodal_AI · GitHub

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version: '3.8'

services:
  # ============================================
  # 🔄 Flowise - AI Workflow Orchestration
  # ============================================
  flowise:
    image: flowiseai/flowise:latest
    container_name: flowise-traffic
    ports:
      - "3000:3000"
    volumes:
      - ./flowise_data:/root/.flowise
    environment:
      - PORT=3000
      - FLOWISE_USERNAME=admin
      - FLOWISE_PASSWORD=traffic2024
      - APIKEY_STORAGE_TYPE=json
    extra_hosts:
      - "host.docker.internal:host-gateway"
    depends_on:
      - chromadb
    restart: unless-stopped
    networks:
      - traffic-net

  # ============================================
  # 🗄️ ChromaDB - Vector Database for RAG
  # ============================================
  chromadb:
    image: chromadb/chroma:latest
    container_name: chromadb-traffic
    ports:
      - "8000:8000"
    volumes:
      - ./chroma_data:/chroma/chroma
    environment:
      - IS_PERSISTENT=TRUE
      - ANONYMIZED_TELEMETRY=FALSE
    restart: unless-stopped
    networks:
      - traffic-net

  # ============================================
  # ⚙️ FastAPI Backend - Image Analysis Service
  # ============================================
  backend:
    build:
      context: ./backend
      dockerfile: Dockerfile
    container_name: traffic-backend
    ports:
      - "8080:8080"
    volumes:
      - ./uploads:/app/uploads
      - ./knowledge_base:/app/knowledge_base
    environment:
      - OLLAMA_BASE_URL=http://host.docker.internal:11434
      - CHROMA_HOST=chromadb
      - CHROMA_PORT=8000
    extra_hosts:
      - "host.docker.internal:host-gateway"
    depends_on:
      - chromadb
    restart: unless-stopped
    networks:
      - traffic-net

  # ============================================
  # 🎨 Gradio Frontend (Optional)
  # ============================================
  frontend:
    build:
      context: ./frontend
      dockerfile: Dockerfile
    container_name: traffic-frontend
    ports:
      - "7860:7860"
    environment:
      - BACKEND_URL=http://backend:8080
      - FLOWISE_URL=http://flowise:3000
    depends_on:
      - backend
      - flowise
    restart: unless-stopped
    networks:
      - traffic-net

networks:
  traffic-net:
    driver: bridge