smjain/qa_roberta

1from transformers import AutoModelForQuestionAnswering, AutoTokenizer, pipeline2import gradio as grad3import ast4 5mdl_name = "distilbert-base-cased-distilled-squad"6my_pipeline = pipeline('question-answering', model=mdl_name, tokenizer=mdl_name)7 8 9def answer_question(question,context):10    text= "{"+"'question': '"+question+"','context': '"+context+"'}"11    12    di=ast.literal_eval(text)13    response = my_pipeline(di)14    return response15grad.Interface(answer_question, inputs=["text","text"], outputs="text").launch()