Create Dockerfile

Dockerfile

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+# Use a Python base image
+FROM python:3.9-slim-buster
+
+# Set the working directory in the container
+WORKDIR /app
+
+# Copy the requirements file into the container
+COPY requirements.txt .
+
+# Install the dependencies
+RUN pip install --no-cache-dir -r requirements.txt
+
+# Copy the saved model and key components
+# You'll need to upload 'model_and_key_components.pkl' to the same directory as your app.py
+COPY model_and_key_components.pkl .
+
+# Copy the Streamlit application
+COPY app.py .
+
+# Expose the port Streamlit runs on
+EXPOSE 7860
+
+# Command to run the Streamlit application
+CMD ["streamlit", "run", "app.py"]