import gradio as gr
from transformers import pipeline


def predict(inp):
    classifier = pipeline("sentiment-analysis",model="BERT")
    return classifier(inp);

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