Dockerfile

# Use an official lightweight Python image
FROM python:3.9-slim

# Set working directory in the container
WORKDIR /app

# Copy application files
COPY requirements.txt /app/requirements.txt

# Install dependencies
RUN pip install -r requirements.txt

# Copy application files
COPY app.py /app/app.py

# Copy application files
COPY trained_model.pkl /app/trained_model.pkl

# Set appropriate permissions for the model file
RUN chmod 644 /app/trained_model.pkl

# Expose the default Streamlit port
EXPOSE 7860

# Command to run the Streamlit app
CMD ["streamlit", "run", "--server.port", "7860", "app.py"]