Dockerfile

# Dockerfile
# Use the official Python image as base
FROM python:3.10-slim

# Set working directory inside the container
WORKDIR /app

# Copy your requirements, app code and trained model
COPY random_forest_best_model.pkl ./
COPY streamlit_app.py ./
COPY requirements.txt ./

# Install Python dependencies
RUN pip install --no-cache-dir -r requirements.txt

# Expose the port Streamlit will run on
EXPOSE 8501

# Run Streamlit app
CMD ["streamlit", "run", "streamlit_app.py", "--server.port=8501", "--server.address=0.0.0.0"]