Update app.py

app.py

@@ -28,7 +28,6 @@ bert_legal_model = Summarizer(custom_model=custom_model, custom_tokenizer=custom
 print('Using model {}\n'.format(model_name))
 
 
-
 def lincoln(content):
   summary_text = ""
   for i, paragraph in enumerate(content.split("\n\n")):
@@ -57,16 +56,13 @@ def lincoln(content):
       text = paragraph
       # encoding the input text
       
-      summary = bert_legal_model(content, ratio = 0.01)
+      summary = bert_legal_model(content, min_length = 8, num_sentences = 2)
       # summary = tokenizer_t5.decode(summary_ids[0], skip_special_tokens=True)
       summary_text += str(summary) + "\n\n"
       print("Summary:")
       print(summary)
 
-  summary = bert_legal_model(content, ratio=0.1)
-
-  all_text = str(summary) + "\n\n\n" \
-      + "-------- The Larger Summary --------\n" + str(summary_text) 
+  all_text =  str(summary_text) 
 
   return all_text