src/app.py

import gradio as gr
from transformers import pipeline

clf = pipeline("sentiment-analysis", model="./outputs")

def classify(text):
    return clf(text)[0]['label']

gr.Interface(fn=classify, inputs="text", outputs="text", title="Sentiment Classifier").launch()