from transformers import pipeline
import gradio as gr
pipeline = pipeline("text-classification" , model = "ProsusAI/finbert")

def predict(input_text):
  predictions = pipeline(input_text )
  return predictions[0]


gradio_app = gr.Interface(
  predict,
  inputs=gr.Textbox(label="Write a text"),
  outputs=gr.Textbox(label="output a text"),
  title="Financial Sentiment Analysis",
  live=True,
  allow_flagging="never",
)

gradio_app.launch()