Create app.py

app.py

@@ -0,0 +1,19 @@
+from transformers import pipeline
+import gradio as gr
+
+# Initialize zero-shot-classification pipeline
+zero_shot_classifier = pipeline("zero-shot-classification")
+
+# Define classification function
+def classify(text, labels):
+    classifier_labels = labels.split(",")  # Split the comma-separated labels into a list
+    response = zero_shot_classifier(text, classifier_labels)  # Perform the classification
+    return response
+
+# Define Gradio interface elements
+txt = gr.Textbox(lines=1, label="English", placeholder="Text to be classified")
+labels = gr.Textbox(lines=1, label="Labels", placeholder="Comma-separated labels")
+out = gr.Textbox(lines=1, label="Classification")
+
+# Create the interface and launch it
+gr.Interface(classify, inputs=[txt,