FROM python:3.11-slim # Set working directory WORKDIR /app # Install system dependencies RUN apt-get update && apt-get install -y \ build-essential \ libopencv-dev \ python3-opencv \ && rm -rf /var/lib/apt/lists/* # Copy requirements COPY requirements.txt . # Install Python dependencies RUN pip install --no-cache-dir -r requirements.txt # Copy application code COPY . . # Expose port EXPOSE 8000 # Environment variables for cloud deployment ENV OLLAMA_API_URL="http://localhost:11434" ENV HF_API_TOKEN="" ENV USE_HF_FALLBACK="true" ENV MODEL_PATH="models/weight5_multi_yolov11L.pt" ENV CONFIDENCE_THRESHOLD="0.5" ENV HOST="0.0.0.0" ENV PORT="8000" # Health check HEALTHCHECK --interval=30s --timeout=10s --start-period=40s --retries=3 \ CMD python -c "import requests; requests.get('http://localhost:8000/health')" || exit 1 # Run application CMD ["python", "run_server.py"]