app.py

import gradio as gr
from setfit import AbsaModel

model = AbsaModel.from_pretrained(
    "tomaarsen/setfit-absa-paraphrase-mpnet-base-v2-restaurants-aspect",
    "tomaarsen/setfit-absa-paraphrase-mpnet-base-v2-restaurants-polarity"
)
def predict(text):
    return model.predict(text)

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