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| FROM python:3.10-slim | |
| WORKDIR /app | |
| # Install system dependencies using correct package names for Debian Trixie | |
| # libgl1-mesa-glx is replaced by libgl1 in Trixie | |
| RUN apt-get update && apt-get install -y \ | |
| libgl1 \ | |
| libglib2.0-0 \ | |
| libsm6 \ | |
| libxext6 \ | |
| libxrender1 \ | |
| libgomp1 \ | |
| wget \ | |
| && rm -rf /var/lib/apt/lists/* | |
| # Set environment variables | |
| ENV PYTHONUNBUFFERED=1 \ | |
| PYTHONDONTWRITEBYTECODE=1 \ | |
| APP_NAME=FaceRecognitionAPI \ | |
| APP_VERSION=1.0.0 \ | |
| APP_VARIANT=v1 \ | |
| HOST=0.0.0.0 \ | |
| PORT=7860 \ | |
| DETECTION_MODEL=mtcnn \ | |
| YOLOFACE_MODEL_PATH=assets/yolov11n-face.pt \ | |
| CHROMA_DB_PATH=./chroma_data \ | |
| COLLECTION_NAME=face_embeddings_collection \ | |
| SIMILARITY_THRESHOLD=0.7 \ | |
| MAX_RESULTS=1 | |
| # Copy requirements first for better caching | |
| COPY requirements.txt . | |
| # Install Python dependencies | |
| RUN pip install --no-cache-dir --upgrade pip && \ | |
| pip install --no-cache-dir -r requirements.txt | |
| # Copy the rest of the application | |
| COPY . . | |
| # Create necessary directories | |
| RUN mkdir -p assets chroma_data static/crops | |
| # Download YOLO model (with retry logic) | |
| RUN wget -O assets/yolov11n-face.pt \ | |
| https://github.com/YapaLab/yolo-face/releases/download/1.0.0/yolov11n-face.pt \ | |
| || echo "Model download failed, will download on first run" | |
| # Expose port | |
| EXPOSE 7860 | |
| # Run the application | |
| CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "7860"] |