Update custom_utils.py

custom_utils.py

@@ -133,6 +133,10 @@ def vector_search_naive(openai_api_key,
                         vector_index="vector_index"):
     query_embedding = get_text_embedding(openai_api_key, prompt)
 
+    print("###")
+    print(query_embedding)
+    print("###")
+    
     if query_embedding is None:
         return "Invalid query or embedding generation failed."
 
@@ -146,12 +150,20 @@ def vector_search_naive(openai_api_key,
         }
     }
 
+    print("###")
+    print(vector_search_stage)
+    print("###")
+    
     pipeline = [
         vector_search_stage, 
         get_stage_include_fields(), 
         get_stage_filter_result(accomodates, bedrooms)
     ]
 
+    print("###")
+    print(pipeline)
+    print("###")
+    
     return invoke_search(db, collection, pipeline)
 
 def vector_search_advanced(openai_api_key, 
@@ -322,6 +334,10 @@ def get_stage_sorting():
 
 def invoke_search(db, collection, pipeline):
     results = collection.aggregate(pipeline)
+
+    print("###")
+    print(results)
+    print("###")
     
     #print(f"Vector search millis elapsed: {get_millis_elapsed(db, collection, pipeline)}")