Create app.py

app.py

@@ -0,0 +1,13 @@
+from transformers import AutoModelForQuestionAnswering, AutoTokenizer, pipelinei
+import gradio as grad
+import AssertionError
+model_name="deepset/roberta-base-squad2"
+qa_pipeline = pipeline("question-answering", model=model_name, tokenizer=model_name)
+
+def answer2question(question, context):
+    text = "{" + "'question': " + question + "','context': '" + context + "'}"
+    di = ast.literal_eval(text)
+    response = qa_pipeline(di)
+    return response
+
+grad.Interface(answer2question, inputs=["text", "text"], outputs="text").launch()