Create app.py

app.py

@@ -0,0 +1,14 @@
+from transformers import AutoModelForQuestionAnswering, AutoTokenizer, pipeline
+import gradio as grad
+import ast
+
+_model = "deepset/roberta-base-squad2"
+_pipeline = pipeline("question-answering", model = _model, tokenizer = _model)
+
+def answer_question(question, context):
+    text = "{" + 'question': '"+question+"', 'context':'"+context+"'}"
+    di = ast.literal_eval(text)
+    response = _pipeline(di)
+    return response
+
+    grad.Interface(answer_question, inputs=["text", "text"], outputs="text").launch()