Create app.py

app.py

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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,
+    interpretation="default",
+    title="Zero-Shot Classification",
+    description="Enter a text and candidate labels (comma-separated) to classify.",
+)
+
+# Launch the Gradio interface
+iface.launch()