Python: [BREAKING] Simplify API: ChatAgent -> Agent, ChatMessage -> Message (#3747)

* [BREAKING] Rename ChatAgent -> Agent, ChatMessage -> Message, ChatClientProtocol -> SupportsChatGetResponse

Simplify the public API by removing redundant 'Chat' prefix from core types:
- ChatAgent -> Agent
- RawChatAgent -> RawAgent
- ChatMessage -> Message
- ChatClientProtocol -> SupportsChatGetResponse

Also renamed internal WorkflowMessage (was Message in _runner_context) to avoid collision.

No backward compatibility aliases - this is a clean breaking change.

* [BREAKING] Rename Agent chat_client parameter to client

* Fix rebase issues: WorkflowMessage references and broken markdown links

* Fix formatting and lint issues from code quality checks

* Fix import ordering in workflow sample files

* fixed rebase

* Fix test failures: use WorkflowMessage and A2AMessage after ChatMessage→Message rename

- Replace Message(data=..., source_id=...) with WorkflowMessage(...) in workflow tests
- Fix isinstance check in A2A agent to use A2AMessage instead of Message
- Fix import in test_workflow_observability.py (Message→WorkflowMessage)

* Fix lint, fmt, and sample errors after ChatMessage→Message rename

- Auto-fix 70+ ruff lint issues across samples (ChatMessage→Message refs)
- Fix HostedVectorStoreContent→Content.from_hosted_vector_store in file search sample
- Fix _normalize_messages→normalize_messages in custom agent sample
- Fix context.terminate→raise MiddlewareTermination in middleware samples
- Fix with_update_hook→with_transform_hook in override middleware sample
- Add TOptions_co import back to custom_chat_client sample
- Add noqa for FastAPI File() default in chatkit sample
- Fix B023 loop variable capture in weather agent sample

* fix: update Agent constructor calls from chat_client to client in declaration-only tool tests

* fix: add register_cleanup to devui lazy-loading proxy and type stub

* fixed tests and updated new pieces

* fix agui typevar

* fix merge errors

* fix merge conflicts

* fiux merge

* Remove unused links

---------

Co-authored-by: Evan Mattson <evan.mattson@microsoft.com>

python/packages/azurefunctions/tests/test_orchestration.py

@@ -6,7 +6,7 @@ from typing import Any
 from unittest.mock import Mock
 
 import pytest
-from agent_framework import AgentResponse, ChatMessage
+from agent_framework import AgentResponse, Message
 from agent_framework_durabletask import DurableAIAgent
 from azure.durable_functions.models.Task import TaskBase, TaskState
 
@@ -136,7 +136,7 @@ class TestAgentResponseHelpers:
 
         # Simulate successful entity task completion
         entity_task.state = TaskState.SUCCEEDED
-        entity_task.result = AgentResponse(messages=[ChatMessage(role="assistant", text="Test response")]).to_dict()
+        entity_task.result = AgentResponse(messages=[Message(role="assistant", text="Test response")]).to_dict()
 
         # Clear pending_tasks to simulate that parent has processed the child
         task.pending_tasks.clear()
@@ -178,7 +178,7 @@ class TestAgentResponseHelpers:
 
         # Simulate successful entity task with JSON response
         entity_task.state = TaskState.SUCCEEDED
-        entity_task.result = AgentResponse(messages=[ChatMessage(role="assistant", text='{"answer": "42"}')]).to_dict()
+        entity_task.result = AgentResponse(messages=[Message(role="assistant", text='{"answer": "42"}')]).to_dict()
 
         # Clear pending_tasks to simulate that parent has processed the child
         task.pending_tasks.clear()