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+ # Use official Python image
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+ FROM python:3.10
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+
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+ # Set working directory
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+ WORKDIR /app
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+
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+ # Copy requirements and install dependencies
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+ COPY requirements.txt .
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+ RUN pip install --no-cache-dir -r requirements.txt
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+
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+ # Copy app files
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+ COPY . .
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+
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+ # Expose Streamlit port
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+ EXPOSE 7860
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+
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+ # Run both FastAPI and Streamlit
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+ CMD ["bash", "-c", "uvicorn backend.main:app --host 0.0.0.0 --port 8000 & streamlit run frontend/streamlit_app.py --server.port 7860 --server.address 0.0.0.0"]