app.py

import gradio as gr

examples = [
    ["It's rainy today but it will stop in a few hours", "What is the weather like in a few hours?"]
]

gr.Interface.load("huggingface/deepset/roberta-base-squad2", 
                  inputs=[gr.inputs.Textbox(lines=10, label="Context", placeholder="Type a sentence or paragraph here."), 
                          gr.inputs.Textbox(lines=2, label="Question", placeholder="Ask a question based on the context.")],
                  outputs=[gr.outputs.Textbox(label="Answer"), 
                          gr.outputs.Label(label="Probability")],                  
                  examples=examples).launch(share=True)