Update app.py

app.py

@@ -1,3 +1,11 @@
+from transformers import pipeline
 import gradio as gr
+classifier = pipeline("zero-shot-classification",
+                      model="joeddav/xlm-roberta-large-xnli",use_auth_token=True)
 
-gr.Interface.load("models/joeddav/xlm-roberta-large-xnli",use_auth_token=True).launch()
+def classify(text):
+    return classifier(text, candidate_labels, multi_label=True)
+
+candidate_labels = ["wasser", "strom", "gas", "hausreinigung", "schoenheit", "wellness", "oeffentlichkeit", "oeffentlicher", "verkehr", "vermietung", "medizin", "gesundheit", "pflege", "reisen", "tourismus", "versicherungen", "recht"]
+
+gr.Interface(classify, "textbox", "label", live=True, capture_session=True).launch()