import gradio as gr

from transformers import pipeline

pipe = pipeline("question-answering", model="deepset/roberta-large-squad2")

def get_sentiment(input_text):
  answer = pipe(question=input_text, context="i am genuis")
  return answer

iface = gr.Interface(fn = get_sentiment, 
                     inputs = "text", 
                     outputs = ['text'],
                     title = 'question-answering', 
                     description="question-answering for the given input")
                     
iface.launch(inline = False)