Dockerfile

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

# Set the working directory in the container
WORKDIR /app

# Ensure logs directory exists and set proper permissions
RUN mkdir -p /app/logs && chmod -R 777 /app/logs

# Copy the application files
COPY . .

# Install dependencies
RUN pip install -r requirements.txt

# Expose the ports for FastAPI (8000) and Streamlit (8501)
EXPOSE 7860

# Run FastAPI and Streamlit in parallel
CMD ["uvicorn" ,"main:app"," --host" ,"0.0.0.0", "--port", "7860"]