import gradio as gr

from transformers import pipeline

pipe = pipeline("text-classification", model="hackathon-pln-es/electricidad-base-generator-fake-news")

def predict(text):
  return pipe(text)[0]["text-classification_text"]
  
title = "Detección de FakeNews en Español"

iface = gr.Interface(
  fn=predict, 
  inputs=[gr.inputs.Textbox(label="text", lines=3)],
  outputs='text',
  title=title,
  examples=[["España desaparece"]]
)

iface.launch(debug=True)