Create app.py

app.py

@@ -0,0 +1,21 @@
+from transformers import pipeline
+import gradio as grad
+
+zero_shot_classifier = pipeline("zero-shot-classification")
+
+def classify(text, labels):
+    classifier_labels = labels.split(",")
+    #["software", "politics", "love", "movies", "emergency", "advertisment", "sports"]
+    response = zero_shot_classifier(text, classifier_labels)
+
+    return response
+
+txt = grad.Textbox(lines = 1, label = "English", placeholder = "text to be classified")
+labels = grad.Textbox(lines = 1, label = "Labels", placeholder = "comma separated labels")
+out = grad.Textbox(lines = 1, label = "Classification")
+
+grad.Interface(
+    classify,
+    inputs = [txt, labels],
+    outputs = out
+).launch()