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import gradio as gr | |
from transformers import AutoModelForQuestionAnswering, AutoTokenizer, pipeline | |
model_name = "deepset/roberta-base-squad2" | |
model = AutoModelForQuestionAnswering.from_pretrained(model_name) | |
tokenizer = AutoTokenizer.from_pretrained(model_name) | |
def pred(que,cont): | |
nlp = pipeline('question-answering', model=model_name, tokenizer=model_name) | |
QA_input = { | |
'question': que, | |
'context': cont | |
} | |
res = nlp(QA_input) | |
print(res) | |
values = list(res.values())[3] | |
return values | |
interface = gr.Interface(fn=pred, | |
inputs=["text", "text"], | |
outputs="text", | |
title='Bullet Point') | |
interface.launch(inline=False) | |