Python: AG-UI deterministic state updates from tool results (#5201)

* AG-UI deterministic state updates from tool results

* fix(ag-ui): address PR #5201 review comments

1. Add missing AGUIEventConverter, AGUIHttpService, __version__ to
   _IMPORTS in core ag_ui lazy-export list to match the .pyi stub.

2. Coalesce predictive and deterministic state snapshots into a single
   StateSnapshotEvent when both mechanisms are active on the same tool
   result, reducing redundant snapshot traffic.

3. Update state_update() docstring to clarify that a predictive snapshot
   may be emitted before the deterministic one when predict_state_config
   is active.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

---------

Co-authored-by: Copilot <copilot@github.com>
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

python/packages/core/agent_framework/ag_ui/__init__.py

@@ -7,10 +7,13 @@ This module lazily re-exports objects from:
 
 Supported classes and functions:
 - AgentFrameworkAgent
+- AgentFrameworkWorkflow
 - AGUIChatClient
 - AGUIEventConverter
 - AGUIHttpService
 - add_agent_framework_fastapi_endpoint
+- state_update
+- __version__
 """
 
 import importlib
@@ -23,6 +26,10 @@ _IMPORTS = [
     "AgentFrameworkWorkflow",
     "add_agent_framework_fastapi_endpoint",
     "AGUIChatClient",
+    "AGUIEventConverter",
+    "AGUIHttpService",
+    "state_update",
+    "__version__",
 ]
 
 

python/packages/core/agent_framework/ag_ui/__init__.pyi

@@ -8,6 +8,7 @@ from agent_framework_ag_ui import (
     AGUIHttpService,
     __version__,
     add_agent_framework_fastapi_endpoint,
+    state_update,
 )
 
 __all__ = [
@@ -18,4 +19,5 @@ __all__ = [
     "AgentFrameworkWorkflow",
     "__version__",
     "add_agent_framework_fastapi_endpoint",
+    "state_update",
 ]