Update app.py

app.py

@@ -58,4 +58,20 @@ def textclassification():
         # Calculate rating using improved function
         rating = calculate_rating(sentiment, confidence)
 
-        # Display the ra
+        # Display the rating with stars visual
+        stars = "⭐" * rating + "☆" * 
+        st.markdown(f"### Predicted Rating: {stars} ({rating}/5)")
+
+        # Question Answering
+        qa_input = {
+            'question': f'Why would this review get {rating} stars?',
+            'context': user_input  
+        }
+        qa_result = qa_pipeline(qa_input)
+        st.write(f"**Key Reasons:** {qa_result['answer']}")
+
+def main():
+    textclassification()
+
+if __name__ == "__main__":
+    main()