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import gradio as gr
from transformers import pipeline
# criando o pipeline para a QA
qa = pipeline('question-answering')
# criando a função para a interface
def answer_question(contexto, pergunta):
resposta = qa(context=contexto, question=pergunta)
return resposta['answer']
iface = gr.Interface(
fn=answer_question,
inputs=[
gr.Textbox(
type="text",
lines=3,
label="Contexto"),
gr.Textbox(
type="text",
lines=4,
label="Pergunta",
info="Escreva o que quer saber...")
],
outputs=gr.Textbox(type="text", label="Resposta")
)
iface.launch() |