app.py

import gradio as gr
from transformers import pipeline

pipe = pipeline("text-classification", model="nickprock/distilbert-base-uncased-banking77-classification")

def greet(text):
  response = pipe(text)
  return response[0]['label']

demo = gr.Interface(fn=greet, 
  inputs="text", 
  outputs="text",
  theme="huggingface", 
  title="Banking Intent Classifier",
  description="Try to classify customer queries",
  examples=[["I can't pay by my credit card"],["The amount on the transfer is wrong can I cancel it?"], "My card still hasn't been delivered "],
  share=True)

demo.launch()