update

retrieve.py

@@ -43,16 +43,11 @@ def search(
         try:
             # First try: if embeddings is directly a list of embeddings
             if isinstance(embedding_response.embeddings, list):
-                query_embedding = embedding_response.embeddings[0]
+                query_embedding = list(embedding_response.embeddings[0])
             else:
                 # Convert to list if it's an iterable object
                 embeddings_list = [e for e in embedding_response.embeddings]
-                query_embedding = embeddings_list[0]
-        except (TypeError, IndexError) as e:
-            logger.error(f"Failed to extract embedding: {type(e).__name__}: {e}")
-            raise
-
-        logger.debug(f"Generated embedding dimension: {len(query_embedding)}")
+                query_embedding = list(embeddings_list[0])
 
         # Search in Qdrant
         logger.info(f"Searching Qdrant collection: {collection_name}")