FROM python:3.11-slim WORKDIR /app # Install system dependencies RUN apt-get update && apt-get install -y \ build-essential \ curl \ && rm -rf /var/lib/apt/lists/* # Copy requirements COPY requirements.txt . # Install Python dependencies RUN pip install --no-cache-dir -r requirements.txt # Download spaCy and NLTK models RUN python -m nltk.downloader punkt && \ python -m nltk.downloader punkt_tab # Copy application code COPY . . # Create data directories RUN mkdir -p data/documents # Expose ports EXPOSE 7860 # Health check for FastAPI HEALTHCHECK --interval=30s --timeout=10s --start-period=5s --retries=3 \ CMD curl -f http://localhost:8000/health || exit 1 # Start both FastAPI and Streamlit CMD ["sh", "-c", "uvicorn api.main:app --host 0.0.0.0 --port 7860"]