app.py

import gradio as gr

context = "blah blah blah"

question = "How many blahs?"

gr.Interface.load(
             "huggingface/deepset/roberta-base-squad2",
             theme="default",
             css=".footer{display:none !important}",
             inputs=[gr.inputs.Textbox(lines=40, default=context, label="Context paragraph"), gr.inputs.Textbox(lines=10, default=question, label="Question")],
             outputs=[gr.outputs.Textbox(label="Answer"), gr.outputs.Textbox(label="Score")],
             title=None,
             description="Provide your own paragraph and ask any question about the text. How well does the model answer?").launch()