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# Base image
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FROM python:3.10.12
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# Set working directory in the container
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WORKDIR /app
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# Copy the required files into the container
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COPY best_models /app/best_models
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COPY app.py /app/app.py
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COPY requirements.txt /app/requirements.txt
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# Install necessary dependencies
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RUN pip install --upgrade pip
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RUN pip install -r requirements.txt
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# Expose the port
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EXPOSE 8501
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# Command to run the Streamlit app
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CMD ["streamlit", "run", "--server.port=8501", "app.py"]
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