Create Dockerfile

Dockerfile

@@ -0,0 +1,19 @@
+# Use a slim Python image as a base
+FROM python:3.9-slim
+
+# Set the working directory inside the container
+WORKDIR /app
+
+# Copy the requirements file and install dependencies
+COPY requirements.txt .
+RUN pip install --no-cache-dir -r requirements.txt
+
+# Copy the Flask app and the serialized model
+COPY app.py .
+COPY extraalearn_best_model.joblib .
+
+# Expose port 5000 for the Flask app
+EXPOSE 5000
+
+# Command to run the application using Gunicorn for production
+CMD ["gunicorn", "--bind", "0.0.0.0:5000", "app:app"]