app.py

import gradio as gr
from transformers import pipeline

classifier = pipeline("zero-shot-classification")

def classify_text(text, candidate_labels):
    result = classifier(text, candidate_labels)
    return result['labels'][0], result['scores'][0]

iface = gr.Interface(
    fn=classify_text,
    inputs=[
        gr.Textbox(label="Enter Text"),
        gr.Textbox(label="Enter Candidate Labels (comma-separated)"),
    ],
    outputs=gr.Textbox(),
    live=True,
    title="🎯Zero-Shot Classification Web App🤖📊",
    description="Enter a text and candidate labels (comma-separated) to classify.",
)

iface.launch(share=True)