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[BREAKING] Python: Standardize orchestration outputs as list of ChatMessage. Allow agent as group chat manager. (#2291)

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* Standardize orchestration outputs as list of chatmessage. Add chat options to group chat prompt manager

* refactor group chat

* Improve group chat manager

* README Update

* Cleanup

* Add comment

* More cleanup

* Standardize termination condition for group chat

* Improvements on termination logic

* Fix tests

* Fix new line

* PR feedback

* Update ChatKit based on OpenAI type change

* Raise error if response format is not expected type

* Only one starting executor required. Add tests.

* Add magentic start executor test
This commit is contained in:
Evan Mattson
2025-11-26 16:51:04 +09:00
committed by GitHub
Unverified
parent ed53ba158b
commit 907d79ab3c
19 changed files with 1724 additions and 573 deletions
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python/packages/chatkit/agent_framework_chatkit/_converter.py
+8 -2
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@@ -27,6 +27,7 @@ from chatkit.types import (
EndOfTurnItem,
HiddenContextItem,
ImageAttachment,
SDKHiddenContextItem,
TaskItem,
ThreadItem,
UserMessageItem,
@@ -180,8 +181,10 @@ class ThreadItemConverter:
# Subclasses can override this method to provide custom handling
return None
def hidden_context_to_input(self, item: HiddenContextItem) -> ChatMessage | list[ChatMessage] | None:
"""Convert a ChatKit HiddenContextItem to Agent Framework ChatMessage(s).
def hidden_context_to_input(
self, item: HiddenContextItem | SDKHiddenContextItem
) -> ChatMessage | list[ChatMessage] | None:
"""Convert a ChatKit HiddenContextItem or SDKHiddenContextItem to Agent Framework ChatMessage(s).
This method is called internally by `to_agent_input()`. Override this method
to customize how hidden context is converted.
@@ -522,6 +525,9 @@ class ThreadItemConverter:
case HiddenContextItem():
out = self.hidden_context_to_input(item) or []
return out if isinstance(out, list) else [out]
case SDKHiddenContextItem():
out = self.hidden_context_to_input(item) or []
return out if isinstance(out, list) else [out]
case _:
assert_never(item)