FROM python:3.12-slim WORKDIR /app # Install system dependencies RUN apt-get update && apt-get install -y \ build-essential \ curl \ software-properties-common \ git \ && rm -rf /var/lib/apt/lists/* # Copy requirements first for better caching COPY requirements.txt . # Install Python dependencies RUN pip install --no-cache-dir -r requirements.txt # Install MCP server dependencies RUN pip install --no-cache-dir fastmcp # Copy application code COPY . . # Install MCP server dependencies for each service RUN cd python-services/service1 && pip install --no-cache-dir -r requirements.txt RUN cd python-services/service2 && pip install --no-cache-dir -r requirements.txt RUN cd python-services/service3 && pip install --no-cache-dir -r requirements.txt # Expose port EXPOSE 8501 # Health check HEALTHCHECK CMD curl --fail http://localhost:8501/_stcore/health # Run the application CMD ["streamlit", "run", "app.py", "--server.address=0.0.0.0", "--server.port=8501"]