Dockerfile

# Use an official Python runtime as a parent image
FROM python:3.9-slim

# Set the working directory in the container
WORKDIR /app

# Copy the requirements file
COPY requirements.txt .

# Install any needed packages specified in requirements.txt
RUN pip install --upgrade pip

RUN pip install --no-cache-dir -r requirements.txt

RUN pip install --no-cache-dir torch transformers

# Install supervisor to manage multiple processes
RUN apt-get update && apt-get install -y supervisor \
    && apt-get clean && rm -rf /var/lib/apt/lists/*

# Copy the application code
COPY . .

# Expose the necessary ports
EXPOSE 8501 8502

# Create a supervisor configuration file
RUN mkdir -p /etc/supervisor/conf.d/

COPY supervisord.conf /etc/supervisor/conf.d/supervisord.conf

# Command to start supervisor
CMD ["/usr/bin/supervisord", "-c", "/etc/supervisor/conf.d/supervisord.conf"]