FROM python:3.10-slim # Set environment variables ENV PYTHONUNBUFFERED=1 ENV PYTHONDONTWRITEBYTECODE=1 # Create a non-root user for security RUN useradd -m -u 1000 user USER user # Set PATH for user local binaries ENV PATH="/home/user/.local/bin:$PATH" # Set working directory WORKDIR /app # Copy requirements first for better Docker layer caching COPY --chown=user requirements.txt requirements.txt # Install Python dependencies RUN pip install --no-cache-dir --upgrade -r requirements.txt # Create models directory with proper permissions RUN mkdir -p /app/models # Copy utils directory (model classes) COPY --chown=user ./utils /app/utils # Copy main application COPY --chown=user ./app.py /app/ # Copy any additional files you might have COPY --chown=user ./*.py /app/ # Expose port 7860 (required for HuggingFace Spaces) EXPOSE 7860 # Command to run the application CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--port", "7860"]