Create app.py

app.py

@@ -0,0 +1,19 @@
+! pip install transformers
+! pip install gradio
+from transformers import pipeline
+import gradio as gr
+classifier = pipeline("zero-shot-classification", model="facebook/bart-large-mnli")
+
+def zshot (text, labels):
+  result = ([text, classifier(text, labels)['labels'][0]])
+  return(result)
+
+app = gr.Interface(
+    zshot,
+    inputs=[
+        gr.Textbox(label="Text", value=""),
+        gr.Textbox(label="Label", value="['Food,Travel,Movie']"),
+    ],
+    outputs=["text"],
+)
+app.launch()