Dockerfile

# Use an official Python runtime as a parent image
FROM python:3.11-slim

# Set environment variables to avoid interactive prompts
ENV DEBIAN_FRONTEND=noninteractive

# Set the working directory in the container
WORKDIR /app

# Copy the current directory contents into the container at /app
COPY . /app

# Install any needed packages specified in requirements.txt
RUN pip install --no-cache-dir -r requirements.txt

# Copy and set environment variables from .env file
COPY .env .env

# Expose the port the Flask app runs on
EXPOSE 5000

# Expose the port the Streamlit app runs on
EXPOSE 8501

# Run the Flask app and Streamlit app using a single CMD
CMD ["streamlit", "run", "app.py"]