Fix typo

app.py

@@ -6,9 +6,15 @@ import click
 from rasa.nlu.model import Interpreter
 
 
+# Rasa intent + entity extractor
 RASA_MODEL_PATH = "woz_nlu_agent/models/nlu"
 interpreter = None
 
+# OOS classifier
+tokenizer = AutoTokenizer.from_pretrained("msamogh/autonlp-cai-out-of-scope-649919116")
+model = AutoModelForSequenceClassification.from_pretrained("msamogh/autonlp-cai-out-of-scope-649919116")
+
+
 MODEL_TYPES = {
     "Out-of-scope classifier": "oos",
     "Intent classifier": "intent_transformer",
@@ -19,10 +25,17 @@ def predict(model_type, input):
     if MODEL_TYPES[model_type] == "rasa_intent_entity":
         return rasa_predict(input)
     elif MODEL_TYPES[model_type] == "oos":
-        return "TODO: out of scope"
+        return oos_predict(input)
     elif MODEL_TYPES[model_type] == "intent_transformer":
         return "TODO:: intent_transformer"
 
+    
+def oos_predict(input):
+    from transformers import AutoTokenizer, AutoModelForSequenceClassification
+    inputs = tokenizer(input, return_tensors="pt")
+    outputs = model(**inputs)
+    return str(outputs)
+    
 
 def rasa_predict(input):