Update app.py

app.py

@@ -78,12 +78,9 @@ def compare_all(old_pdf, new_pdf, lo_file):
     }
     df = pd.DataFrame(data)
 
-    summary = f"📈 Overall Content Change: {round(cosine_similarity([TfidfVectorizer().fit_transform([old_text, new_text]).toarray()[0]], [TfidfVectorizer().fit_transform([old_text, new_text]).toarray()[1]])[0][0] * 100, 2)}%
-"
-    summary += f"🎯 Matched LOs: {sum(1 for s in new_scores if s >= 0.5)} of {len(los)}
-"
-    summary += f"🟢 New content appears {'more' if sum(new_scores) > sum(old_scores) else 'less'} aligned with outcomes.
-"
+    summary = f"📈 Overall Content Change: {round(cosine_similarity([TfidfVectorizer().fit_transform([old_text, new_text]).toarray()[0]], [TfidfVectorizer().fit_transform([old_text, new_text]).toarray()[1]])[0][0] * 100, 2)}%"
+    summary += f"🎯 Matched LOs: {sum(1 for s in new_scores if s >= 0.5)} of {len(los)}"
+    summary += f"🟢 New content appears {'more' if sum(new_scores) > sum(old_scores) else 'less'} aligned with outcomes."
 
     return summary, df, fig