modified app.py

added the slider instead of text boxes

app.py

@@ -12,21 +12,31 @@ def predict_house_price(longitude, latitude, housing_median_age, total_rooms, to
     prediction = best_knn_model.predict(scaled_inputs)[0]
     return f"${prediction:,.2f}"
 
-# Define the Gradio interface
-interface = gr.Interface(
+input_longitude = gr.Slider(label="Longitude")
+input_latitude = gr.Slider(label="Latitude")
+input_housing_med_age = gr.Slider(label="Housing Median Age")
+input_totla_rooms = gr.Slider(label="Total Rooms")
+input_total_bedRooms = gr.Slider(label="Total Bedrooms")
+input_popu = gr.Slider(label="Population")
+input_households = gr.Slider(label="Households")
+input_med_income = gr.Slider(label="Median Income")
+
+
+# output modules
+
+output_predicted_value = gr.Textbox(label="Predicted Median House Value")
+
+gr.Interface(
     fn=predict_house_price,
     inputs=[
-        gr.Number(label="Longitude"),
-        gr.Number(label="Latitude"),
-        gr.Number(label="Housing Median Age"),
-        gr.Number(label="Total Rooms"),
-        gr.Number(label="Total Bedrooms"),
-        gr.Number(label="Population"),
-        gr.Number(label="Households"),
-        gr.Number(label="Median Income")
+       input_longitude,
+       input_latitude,
+       input_housing_med_age,
+       input_totla_rooms,
+       input_total_bedRooms,
+       input_popu,
+       input_households,
+       input_med_income
     ],
-    outputs=gr.Textbox(label="Predicted House Price")
-)
-
-# Launch the interface
-interface.launch()
+    outputs=gr.Textbox(label="Predicted Median House Value"),
+).launch()