app.py

import gradio as gr
from transformers import pipeline

pipe = pipeline(task="text-classification", 
                 # model that can do 22k-category classification
                 model="mrm8488/codebert-base-finetuned-detect-insecure-code")
gr.Interface.from_pipeline(pipe, 
                           title="Insecure Code Detector",
                           description="Label 1 for insecure code",
                           allow_flagging="never").launch(inbrowser=True)