docker-compose.yml

services:
  # ── ResearchRadar API ──────────────────────────────────────────────
  api:
    build: .
    ports:
      - "8000:8000"
    env_file: .env
    environment:
      SQLITE_DB_PATH: /app/data/researchradar.db
      CHROMA_DB_PATH: /app/data/chroma_db
      OLLAMA_HOST: http://ollama:11434
    volumes:
      - app-data:/app/data
      - model-cache:/app/.cache/huggingface
    depends_on:
      ollama:
        condition: service_started
    restart: unless-stopped

  # ── Ollama (local LLM) ────────────────────────────────────────────
  ollama:
    image: ollama/ollama:latest
    ports:
      - "11434:11434"
    volumes:
      - ollama-models:/root/.ollama
    restart: unless-stopped
    # Pull Qwen2.5-14B on first startup (or use a smaller model)
    # Run manually: docker compose exec ollama ollama pull qwen2.5:14b

  # ── Ingestion worker (one-shot) ────────────────────────────────────
  ingest:
    build: .
    env_file: .env
    environment:
      SQLITE_DB_PATH: /app/data/researchradar.db
      CHROMA_DB_PATH: /app/data/chroma_db
    volumes:
      - app-data:/app/data
      - model-cache:/app/.cache/huggingface
    entrypoint: ["python", "scripts/setup_db.py"]
    profiles:
      - setup

  # ── Enrichment worker (one-shot) ───────────────────────────────────
  enrich:
    build: .
    env_file: .env
    environment:
      SQLITE_DB_PATH: /app/data/researchradar.db
      CHROMA_DB_PATH: /app/data/chroma_db
      OLLAMA_HOST: http://ollama:11434
    volumes:
      - app-data:/app/data
      - model-cache:/app/.cache/huggingface
    entrypoint: ["python", "scripts/enrich.py", "--mode", "llm", "--backend", "groq", "--show-stats"]
    depends_on:
      - ollama
    profiles:
      - tools

volumes:
  app-data:
  model-cache:
  ollama-models: