import gradio as gr
from transformers import pipeline

pipeline = pipeline(task="feedback-distilbert", model="isimorfizam/distilbert-base-cased-distilled-squad-feedback")

def predict(question):
    question_answerer = pipeline("question-answering", model=MODEL_CHECKPOINT)
    return question_answerer(question=question,context=context)


gradio_app = gr.Interface(
    predict,
    inputs=str,
    outputs=str,
    title='QA',
)

if __name__ == "__main__":
    gradio_app.launch()