Update app.py

app.py

@@ -75,3 +75,38 @@ def main():
 
 if __name__ == '__main__':
     main()
+
+
+if __name__ == '__main__':
+    main()
+    
+    # Dummy Entries or Demo for showcasing
+    st.markdown('## Demo - Test with Dummy Entries')
+    
+    # You can set default values for the inputs to showcase the prediction functionality
+    default_values = {
+        "Number of Pregnancies": 5,
+        "Glucose Level": 130,
+        "Blood Pressure Value": 80,
+        "Skin Thickness Value": 30,
+        "Insulin Level": 100,
+        "BMI Value": 35,
+        "Diabetes Pedigree Function Value": 0.5,
+        "Age of the Person": 40
+    }
+    
+    demo_button = st.button('Run Demo')
+
+    if demo_button:
+        demo_input_data = [
+            default_values["Number of Pregnancies"],
+            default_values["Glucose Level"],
+            default_values["Blood Pressure Value"],
+            default_values["Skin Thickness Value"],
+            default_values["Insulin Level"],
+            default_values["BMI Value"],
+            default_values["Diabetes Pedigree Function Value"],
+            default_values["Age of the Person"]
+        ]
+        demo_diagnosis = diabetes_prediction(demo_input_data, selected_model)
+        st.success(f'Demo Result: {demo_diagnosis}')