docker-compose.yml

version: '3.8'

services:
  ai_ml:
    build:
      context: .  # Set the build context to the root directory
      dockerfile: ./ai_ml/Dockerfile  # Reference the Dockerfile within ai_ml
    container_name: ai_ml_service
    ports:
      - "5000:5000"
    restart: unless-stopped
    depends_on:
      - mongodb

  backend:
    build:
      context: .
      dockerfile: backend/Dockerfile  # Specify the Dockerfile path relative to the root
    container_name: backend_service
    ports:
      - "8000:8000"
    environment:
      - AI_ML_URL=http://ai_ml:5000 # Ensure backend points to ai_ml service
    depends_on:
      - ai_ml
      - mongodb
    restart: unless-stopped

  frontend:
    build:
      context: ./frontend
    container_name: frontend_service
    ports:
      - "3000:3000"
    environment:
      - REACT_APP_BACKEND_URL=http://backend:8000 # Ensure frontend points to backend service
    depends_on:
      - backend
    restart: unless-stopped

  mongodb:
    image: mongo:latest
    container_name: mongodb
    ports:
      - "27017:27017"
    volumes:
      - mongo_data:/data/db

volumes:
  mongo_data: