Dockerfile.py

# Use a lightweight Python version
FROM python:3.9-slim

# Set the working directory inside the container
WORKDIR /app

# Copy all files from your computer to the container
COPY . /app

# Install the required libraries
RUN pip install flask pandas scikit-learn nltk joblib

# Download NLTK data inside the container so it doesn't fail
RUN python -m nltk.downloader stopwords wordnet punkt punkt_tab

# Expose Port 5000 so we can access the app
EXPOSE 5000

# Command to run the app when the container starts
CMD ["python", "app.py"]