from transformers import pipeline classifier = pipeline( "zero-shot-classification", model="facebook/bart-large-mnli" ) LABELS = ["Support", "Sales", "Billing", "Complaint", "Feedback", "General"] def detect_intent(text): result = classifier(text, LABELS) return result["labels"][0]