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+FROM python:3.12-slim
+
+# System dependencies for OpenCV
+RUN apt-get update && apt-get install -y --no-install-recommends \
+    libgl1-mesa-glx \
+    libglib2.0-0 \
+    && rm -rf /var/lib/apt/lists/*
+
+# HF Spaces requires a non-root user
+RUN useradd -m -u 1000 user
+USER user
+ENV PATH="/home/user/.local/bin:$PATH"
+
+WORKDIR /app
+
+# Install Python dependencies first (layer caching)
+COPY --chown=user requirements.txt .
+RUN pip install --no-cache-dir --user -r requirements.txt
+RUN pip install --no-cache-dir --user google-genai python-dotenv uvicorn
+
+# Copy application code
+COPY --chown=user . .
+
+# HF Spaces uses port 7860
+EXPOSE 7860
+
+# Start the server
+CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--port", "7860"]