app.py

import gradio as gr
from transformers import pipeline

classifier = pipeline("text-classification", model="karimmohamed19/final")

def classify(text):
    result = classifier(text)
    return result[0]['label']

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