diff --git a/sdks/python/julep/managers/types.py b/sdks/python/julep/managers/types.py
index 684a911f1..97ede082a 100644
--- a/sdks/python/julep/managers/types.py
+++ b/sdks/python/julep/managers/types.py
@@ -11,30 +11,37 @@
     Tool,
 )
 
+# Represents the settings for chat response formatting, used in configuring agent chat behavior.
 ChatSettingsResponseFormatDict = TypedDict(
     "ChatSettingsResponseFormat",
     **{k: v.outer_type_ for k, v in ChatSettingsResponseFormat.__fields__.items()},
 )
+# Represents an input message for chat in ML format, used for processing chat inputs.
 InputChatMlMessageDict = TypedDict(
     "InputChatMlMessage",
     **{k: v.outer_type_ for k, v in InputChatMlMessage.__fields__.items()},
 )
+# Represents the structure of a tool, used for defining tools within the system.
 ToolDict = TypedDict(
     "Tool",
     **{k: v.outer_type_ for k, v in Tool.__fields__.items()},
 )
 
+# Represents the serialized form of a document, used for API communication.
 DocDict = TypedDict(
     "DocDict",
     **{k: v.outer_type_ for k, v in CreateDoc.__fields__.items()},
 )
+# Represents the default settings for an agent, used in agent configuration.
 DefaultSettingsDict = TypedDict(
     "DefaultSettingsDict",
     **{k: v.outer_type_ for k, v in AgentDefaultSettings.__fields__.items()},
 )
+# Represents the definition of a function, used for defining functions within the system.
 FunctionDefDict = TypedDict(
     "FunctionDefDict", **{k: v.outer_type_ for k, v in FunctionDef.__fields__.items()}
 )
+# Represents the request structure for creating a tool, used in tool creation API calls.
 ToolDict = TypedDict(
     "ToolDict", **{k: v.outer_type_ for k, v in CreateToolRequest.__fields__.items()}
 )