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# Use a Python base image | |
FROM python:3.9-slim-buster | |
# Set the working directory in the container | |
WORKDIR /app | |
# Copy the requirements file into the container | |
COPY requirements.txt . | |
# Install the dependencies | |
RUN pip install --no-cache-dir -r requirements.txt | |
# Copy the saved model and key components | |
# You'll need to upload 'model_and_key_components.pkl' to the same directory as your app.py | |
COPY model_and_key_components.pkl . | |
# Copy the Streamlit application | |
COPY app.py . | |
# Expose the port Streamlit runs on | |
EXPOSE 7860 | |
# Command to run the Streamlit application | |
CMD ["streamlit", "run", "app.py"] |