Update README.md

README.md

@@ -46,11 +46,20 @@ on relevant data.
 ## Use in transformers:
 
 ```python
-from transformers import AutoTokenizer, AutoModelForQuestionAnswering
+from transformers import AutoTokenizer, AutoModelForQuestionAnswering, pipeline
   
 tokenizer = AutoTokenizer.from_pretrained("AmazonScience/qanlu", use_auth_token=True)
 
 model = AutoModelForQuestionAnswering.from_pretrained("AmazonScience/qanlu", use_auth_token=True)
+
+qa_pipeline = pipeline('question-answering', model=model, tokenizer=tokenizer)
+
+qa_input = {
+  'context': 'Yes. No. I want a cheap flight to Boston.',
+  'question': 'What is the destination?'
+}
+
+answer = qa_pipeline(qa_input)
 ```
 
 ## Citation