app.py

import gradio as gr
from transformers import pipeline

# Load the zero-shot classification pipeline
classifier = pipeline("zero-shot-classification")

# Define the Gradio interface
iface = gr.Interface(
    fn=lambda text, candidate_labels: classifier(text, candidate_labels),
    inputs=[gr.Textbox(label="Enter Text"), gr.Textbox(label="Enter Candidate Labels (comma-separated)")],
    outputs=gr.Label(),
    live=True,
    interpretation="default",
    title="Zero-Shot Classification",
    description="Enter a text and candidate labels (comma-separated) to classify.",
)

# Launch the Gradio interface
iface.launch()