Dockerfile

# Use the official Python image as a parent image
FROM python:3.11.3-slim

# Set the working directory within the container
WORKDIR /app

# Copy the requirements.txt file into the container
COPY ./requirements.txt /app/requirements.txt

# Install the Python dependencies
RUN pip install -r /app/requirements.txt

# Copy the model and key components into the container
COPY ./model_and_key_components.pkl /app/model_and_key_components.pkl

# Copy the FastAPI application code into the container
COPY ./app.py /app/app.py

# Expose port 8000 for the FastAPI application
EXPOSE 8000

# Define the command to run your FastAPI application
CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--port", "8000", "--reload"]