RAG-QA-System/docker-compose.yml at main · Nikhilsh10/RAG-QA-System · GitHub

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version: "3.9"

services:
  # ── Ollama LLM Server ──────────────────────────────────────────────────────
  ollama:
    image: ollama/ollama:latest
    container_name: rag-ollama
    ports:
      - "11434:11434"
    volumes:
      - ollama_data:/root/.ollama
    restart: unless-stopped

  # ── FastAPI Backend ────────────────────────────────────────────────────────
  backend:
    build: .
    container_name: rag-backend
    ports:
      - "8000:8000"
    volumes:
      - ./data:/app/data
      - ./vector_db:/app/vector_db
    environment:
      - RAG_API_KEY=rag-secret-key-2024
      - OLLAMA_HOST=http://ollama:11434
    depends_on:
      - ollama
    command: uvicorn backend.main:app --host 0.0.0.0 --port 8000 --reload
    restart: unless-stopped

  # ── Streamlit Frontend ─────────────────────────────────────────────────────
  frontend:
    build: .
    container_name: rag-frontend
    ports:
      - "8501:8501"
    environment:
      - API_BASE_URL=http://backend:8000
    depends_on:
      - backend
    command: streamlit run frontend/app.py --server.address 0.0.0.0 --server.port 8501
    restart: unless-stopped

volumes:
  ollama_data: