from transformers import pipeline
import gradio as gr

model = "neuralmind/bert-base-portuguese-cased"
pipe = pipeline('sentiment-analysis', model=model)

def get_sentiment(input_text):
  return pipe(input_text)

iface = gr.Interface(fn=get_sentiment,
                     inputs='text',
                     outputs=['text'],
                     title='Sentiment Analysis',
                     description='Obtenha o sentimento do texto de entrada:'
                    )