Dockerfile

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

# Set the working directory in the container
WORKDIR /app

# Copy the requirements files into the container
COPY requirements.txt .
COPY backend/requirements.txt backend/requirements.txt

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

# Copy the rest of the application's code into the container
COPY . .

# Make port 5000 available to the world outside this container
EXPOSE 5000

# Make port 8501 available for the streamlit app
EXPOSE 8501

# Define environment variable
ENV FLASK_APP=backend/app.py

# Run the Flask app and Streamlit app
CMD ["sh", "-c", "flask run --host=0.0.0.0 & streamlit run ui/app.py"]