diff --git a/litellm/proxy/db/redis_update_buffer.py b/litellm/proxy/db/redis_update_buffer.py
index 0b090db56a..f77c839aaf 100644
--- a/litellm/proxy/db/redis_update_buffer.py
+++ b/litellm/proxy/db/redis_update_buffer.py
@@ -5,7 +5,7 @@ This is to prevent deadlocks and improve reliability
 """
 
 import json
-from typing import TYPE_CHECKING, Any, Dict, List, Literal, Optional, Union
+from typing import TYPE_CHECKING, Any, Dict, List, Optional, Union
 
 from litellm._logging import verbose_proxy_logger
 from litellm.caching import RedisCache