import gradio as gr
from transformers import pipeline

pipe = pipeline(task="sentiment-analysis", model="amaldevc/nlp_sentiment")

def predict(review):
    pred = pipe.predict(review)
    return pred
    #return pred["label"] + " with score " + pred["score"]

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