import gradio as gr
from transformers import pipeline

classifier = pipeline("text-classification", model="juliensimon/distilbert-amazon-shoe-reviews")

def predict(review):
	return classifier(review)

iface = gr.Interface(fn=predict, inputs="text", outputs="text")
iface.launch()