# Step 9: Create a Gradio interface
iface = gr.Interface(
    fn=predict_rooms,
    inputs="number",
    outputs="number",
    title="Number of Rooms Predictor",
    description="Enter the population to predict the number of rooms needed."
)

# Step 10: Launch the Gradio interface
iface.launch()