Update app.py

app.py

@@ -31,15 +31,12 @@ def extract_abstract_and_summarize(pdf_file):
                     abstract_text = text[start_index:end_index]
                     break
 
-            # Summarize the extracted abstract using the LED-large model
-            result = summarizer(abstract_text)
+            # Summarize the extracted abstract using the LED-large model with a specific max_length
+            result = summarizer(abstract_text, max_length=81)
 
-            # Print the entire result for debugging
-            print("Result:", result)
-
-            # Check if 'summary' is present in the result
+            # Check if 'summary_text' is present in the result
             if result and isinstance(result, list) and len(result) > 0:
-                summary = result[0].get('summary', 'Summary not available.')
+                summary = result[0].get('summary_text', 'Summary not available.')
             else:
                 summary = "Summary not available."