Update app.py

app.py

@@ -5,8 +5,8 @@ import re
 # Load Arabic NLP model for intent classification
 intent_classifier_ar = pipeline("text-classification", model="aubmindlab/bert-base-arabertv02")
 
-# Load English NLP model for intent classification
-intent_classifier_en = pipeline("text-classification", model="facebook/bart-large-mnli")
+# Load English NLP model for zero-shot classification
+intent_classifier_en = pipeline("zero-shot-classification", model="facebook/bart-large-mnli")
 
 # Load language detection model
 language_detector = pipeline("text-classification", model="papluca/xlm-roberta-base-language-detection")
@@ -63,7 +63,7 @@ def classify_intent(message: str, language: str):
         result = intent_classifier_ar(message)
         intent = result[0]['label']
     else:
-        # For English
+        # For English - using zero-shot classification correctly
         result = intent_classifier_en(message, candidate_labels=list(INTENT_KEYWORDS.keys()))
         intent = result["labels"][0]