Update src/components/model_nlp_intent.py

src/components/model_nlp_intent.py

@@ -128,14 +128,14 @@ def main():
 def predict_intent(text: str) -> dict:
    
     model = TFDistilBertForSequenceClassification.from_pretrained(
-        "samithcs/nlp_intent_model", from_tf=True
+        "samithcs/nlp_intent_model/nlp_intent/intent_model", from_tf=True
     )
     tokenizer = DistilBertTokenizer.from_pretrained(
-        "samithcs/nlp_intent_model"
+        "samithcs/nlp_intent_model/nlp_intent/intent_tokenizer"
     )
 
   
-    label_url = "https://huggingface.co/samithcs/nlp_intent_model/resolve/main/label_encoder.joblib"
+    label_url = "https://huggingface.co/samithcs/nlp_intent_model/tree/main/nlp_intent/label_encoder.joblib"
     response = requests.get(label_url)
     label_encoder = joblib.load(BytesIO(response.content))