Update app.py

app.py

@@ -127,7 +127,9 @@ def generate_summary(text, model, tokenizer):
 
 def generate_focused_summary(question, abstracts, model, tokenizer):
     """Generate focused summary based on question"""
-    combined_input = f"Question: {question} Abstracts: " + " [SEP] ".join(abstracts)
+    # Preprocess each abstract
+    formatted_abstracts = [preprocess_text(abstract) for abstract in abstracts]
+    combined_input = f"Question: {question} Abstracts: " + " [SEP] ".join(formatted_abstracts)
     
     inputs = tokenizer(combined_input, return_tensors="pt", max_length=1024, truncation=True)