Create app.py

app.py

@@ -0,0 +1,14 @@
+from transformers import pipeline
+import gradio as grad
+zero_shot_classifier = pipeline("zero-shot-classification")
+
+
+def classify(text,labels):
+    classifer_labels = labels.split(",")
+    #["time", "procreation", "love", "beauty"]
+    response = zero_shot_classifier(text,classifer_labels)
+    return response
+txt=grad.Textbox(lines=1, label="English", placeholder="Shakespearean Sonnet")
+labels=grad.Textbox(lines=1, label="Labels", placeholder="comma separated labels")
+out=grad.Textbox(lines=1, label="Theme")
+grad.Interface(classify, inputs=[txt,labels], outputs=out).launch()