app.py

import gradio as gr
from transformers import pipeline

# Load model using TensorFlow weights
classifier = pipeline("text-classification", model="unitary/unbiased-toxic-roberta")


def analyze_bias(text):
    result = classifier(text)
    return f"Bias: {result[0]['label']} (Confidence: {result[0]['score'] * 100:.2f}%)"

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