diff --git a/src/backend/langflow/cache/base.py b/src/backend/langflow/cache/base.py
index 96639774b..f2ee9854d 100644
--- a/src/backend/langflow/cache/base.py
+++ b/src/backend/langflow/cache/base.py
@@ -17,7 +17,6 @@ class BaseCache(abc.ABC):
         Returns:
             The value associated with the key, or None if the key is not found.
         """
-        pass
 
     @abc.abstractmethod
     def set(self, key, value):
@@ -38,14 +37,12 @@ class BaseCache(abc.ABC):
         Args:
             key: The key of the item to remove.
         """
-        pass
 
     @abc.abstractmethod
     def clear(self):
         """
         Clear all items from the cache.
         """
-        pass
 
     @abc.abstractmethod
     def __contains__(self, key):
@@ -58,7 +55,6 @@ class BaseCache(abc.ABC):
         Returns:
             True if the key is in the cache, False otherwise.
         """
-        pass
 
     @abc.abstractmethod
     def __getitem__(self, key):
@@ -71,7 +67,6 @@ class BaseCache(abc.ABC):
         Returns:
             The value associated with the key, or None if the key is not found.
         """
-        pass
 
     @abc.abstractmethod
     def __setitem__(self, key, value):
@@ -82,7 +77,6 @@ class BaseCache(abc.ABC):
             key: The key of the item.
             value: The value to cache.
         """
-        pass
 
     @abc.abstractmethod
     def __delitem__(self, key):
@@ -92,4 +86,3 @@ class BaseCache(abc.ABC):
         Args:
             key: The key of the item to remove.
         """
-        pass