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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,
title="Zero-Shot Classification Web App",
description="Enter a text and candidate labels (comma-separated) to classify.",
)
# Launch the Gradio interface
iface.launch(share=True) |