diff --git a/app/server/ChatbotAgent/chatbot_server.py b/app/server/ChatbotAgent/chatbot_server.py
index 6c1d0d9..872006e 100644
--- a/app/server/ChatbotAgent/chatbot_server.py
+++ b/app/server/ChatbotAgent/chatbot_server.py
@@ -25,26 +25,26 @@ class PredictRequest(BaseModel):
 
 class LCChatBot(ls.LitAPI):
     def setup(self, device):
-        self.llm = AsyncGeminiLLM(model_name=settings.LLM_MODEL_NAME)
+        # self.llm = AsyncGeminiLLM(model_name=settings.LLM_MODEL_NAME)
         self.redis = RedisManager(
             host=settings.REDIS_HOST,
             port=settings.REDIS_PORT,
             db=settings.REDIS_DB,
             key_prefix=settings.REDIS_HISTORY_KEY_PREFIX
         )
-        self.vector_db = VectorDatabase(
-            vector_db_dir=settings.VECTOR_DB_DIR,
-            collection_name=settings.COLLECTION_NAME,
-            embedding_model_name=settings.EMBEDDING_MODEL_NAME
-        )
-        self.stylist_agent_kwages = {
-            'local_db': self.vector_db,
-            'max_len': 5,
-            'outfits_root': settings.OUTFIT_OUTPUT_DIR,
-            'image_dir': settings.IMAGE_DIR,
-            'stylist_guide_dir': settings.STYLIST_GUIDE_DIR,
-            'gemini_model_name': settings.LLM_MODEL_NAME
-        }
+        # self.vector_db = VectorDatabase(
+        #     vector_db_dir=settings.VECTOR_DB_DIR,
+        #     collection_name=settings.COLLECTION_NAME,
+        #     embedding_model_name=settings.EMBEDDING_MODEL_NAME
+        # )
+        # self.stylist_agent_kwages = {
+        #     'local_db': self.vector_db,
+        #     'max_len': 5,
+        #     'outfits_root': settings.OUTFIT_OUTPUT_DIR,
+        #     'image_dir': settings.IMAGE_DIR,
+        #     'stylist_guide_dir': settings.STYLIST_GUIDE_DIR,
+        #     'gemini_model_name': settings.LLM_MODEL_NAME
+        # }
         self.gemini_client = genai.Client(
             vertexai=True, project='aida-461108', location='us-central1'
         )