docker-compose.yml

version: '3.8'

services:
  rag-optimizer:
    build:
      context: .
      dockerfile: Dockerfile
    container_name: rag-optimizer-dashboard
    ports:
      - "8501:8501"
    volumes:
      # Mount data directories for persistence
      - ./data:/app/data
      - ./chroma_db:/app/chroma_db
      - ./logs:/app/logs
    environment:
      # =====================
      # AZURE AI FOUNDRY (Main OpenAI)
      # =====================
      - AZURE_OPENAI_ENDPOINT=${AZURE_OPENAI_ENDPOINT}
      - AZURE_OPENAI_API_KEY=${AZURE_OPENAI_API_KEY}
      - AZURE_OPENAI_DEPLOYMENT_NAME=${AZURE_OPENAI_DEPLOYMENT_NAME}
      
      # =====================
      # Azure OpenAI Embeddings
      # =====================
      - AZURE_OPENAI_EMBEDDING_DEPLOYMENT_NAME=${AZURE_OPENAI_EMBEDDING_DEPLOYMENT_NAME}
      - AZURE_OPENAI_EMBEDDING_MODEL_NAME=${AZURE_OPENAI_EMBEDDING_MODEL_NAME}
      - AZURE_OPENAI_EMBEDDING_ENDPOINT=${AZURE_OPENAI_EMBEDDING_ENDPOINT}
      - AZURE_OPENAI_EMBEDDING_API_KEY=${AZURE_OPENAI_EMBEDDING_API_KEY}
      
      # =====================
      # Cohere via Azure AI Foundry
      # =====================
      - AZURE_COHERE_ENDPOINT=${AZURE_COHERE_ENDPOINT}
      - AZURE_COHERE_API_KEY=${AZURE_COHERE_API_KEY}
      - AZURE_COHERE_DEPLOYMENT_NAME=${AZURE_COHERE_DEPLOYMENT_NAME}
      
      # =====================
      # Azure Cohere Rerank (for retrieval)
      # =====================
      - AZURE_COHERE_RERANK_MODEL_NAME=${AZURE_COHERE_RERANK_MODEL_NAME}
      - AZURE_COHERE_RERANK_ENDPOINT=${AZURE_COHERE_RERANK_ENDPOINT}
      - AZURE_COHERE_RERANK_KEY=${AZURE_COHERE_RERANK_KEY}
      
      # =====================
      # DeepSeek via Azure AI Foundry
      # =====================
      - AZURE_DEEPSEEK_ENDPOINT=${AZURE_DEEPSEEK_ENDPOINT}
      - AZURE_DEEPSEEK_API_KEY=${AZURE_DEEPSEEK_API_KEY}
      - AZURE_DEEPSEEK_DEPLOYMENT_NAME=${AZURE_DEEPSEEK_DEPLOYMENT_NAME}
      
      # =====================
      # Anthropic (Direct API)
      # =====================
      - ANTHROPIC_API_KEY=${ANTHROPIC_API_KEY}
      
      # =====================
      # GROQ (Sonnet model - Direct API)
      # =====================
      - GROK_API_KEY=${GROK_API_KEY}
      
      # =====================
      # Database Configuration
      # =====================
      - DATABASE_URL=${DATABASE_URL:-sqlite:///./data/results.db}
      
      # =====================
      # ChromaDB Configuration
      # =====================
      - CHROMA_PERSIST_DIR=${CHROMA_PERSIST_DIR:-./data/vector_stores}
      
      # =====================
      # Streamlit Configuration
      # =====================
      - STREAMLIT_SERVER_PORT=8501
      - STREAMLIT_SERVER_ADDRESS=0.0.0.0
      - STREAMLIT_BROWSER_GATHER_USAGE_STATS=false
      
    restart: unless-stopped
    
    healthcheck:
      test: ["CMD", "curl", "-f", "http://localhost:8501/_stcore/health"]
      interval: 30s
      timeout: 10s
      retries: 3
      start_period: 40s
    
    networks:
      - rag-network

networks:
  rag-network:
    driver: bridge