Update app.py

app.py

@@ -16,18 +16,19 @@ from transformers import pipelines
 nltk.download('punkt')
 
  
-model_name = 'nlpaueb/legal-bert-base-uncased'
-
-
-# The setup of huggingface.co
-custom_config = AutoConfig.from_pretrained(model_name)
-custom_config.output_hidden_states=True
-custom_tokenizer = AutoTokenizer.from_pretrained(model_name)
-custom_model = AutoModel.from_pretrained(model_name, config=custom_config)
-bert_legal_model = Summarizer(custom_model=custom_model, custom_tokenizer=custom_tokenizer)
-
 
 def get_response(input_text):
+  model_name = 'nlpaueb/legal-bert-base-uncased'
+  
+  
+  # The setup of huggingface.co
+  custom_config = AutoConfig.from_pretrained(model_name)
+  custom_config.output_hidden_states=True
+  custom_tokenizer = AutoTokenizer.from_pretrained(model_name)
+  custom_model = AutoModel.from_pretrained(model_name, config=custom_config)
+  bert_legal_model = Summarizer(custom_model=custom_model, custom_tokenizer=custom_tokenizer)
+  
+
   output_text= bert_legal_model(input_text,  min_length = 8, ratio = 0.05)
   return output_text