Update custom_utils.py

custom_utils.py

@@ -91,7 +91,6 @@ def process_records(data_frame):
 
 def vector_search(openai_api_key, user_query, db, collection, additional_stages=[], vector_index="vector_index"):
     query_embedding = get_text_embedding(openai_api_key, user_query)
-    query_embedding2 = get_image_embedding(openai_api_key, user_query)
 
     if query_embedding is None:
         return "Invalid query or embedding generation failed."
@@ -141,21 +140,6 @@ def get_text_embedding(openai_api_key, text):
             input=text,
             model="text-embedding-3-small", dimensions=1536).data[0].embedding
         return embedding
-    except Exception as e:
-        print(f"Error in get_embedding: {e}")
-        return None
-
-def get_image_embedding(openai_api_key, text):
-    if not text or not isinstance(text, str):
-        return None
-
-    openai.api_key = openai_api_key
-        
-    try:
-        embedding = openai.embeddings.create(
-            input=text,
-            model="clip-vit-base-patch32", dimensions=512).data[0].embedding
-        return embedding
     except Exception as e:
         print(f"Error in get_embedding: {e}")
         return None