Python: [BREAKING] Fix #3613 chat/agent message typing alignment (#3920)

* Fix #3613 message typing across chat and agents

* Address #3613 review feedback and sample input style

* refactor: use shared AgentRunMessages aliases (#3613)

* refactor: rename agent run input aliases for #3613

* samples: inline image content in run calls

* core: export AgentRunInputs from package init

* core: use explicit init re-exports without __all__

* updated logging and inits

* Fix core mypy export and samples XML note

* Remove AgentRunInputsOrNone and dedupe loggers

* Remove prepare_messages helper

* fix integration tests

python/packages/azurefunctions/agent_framework_azurefunctions/_app.py

@@ -9,6 +9,7 @@ with Azure Durable Entities, enabling stateful and durable AI agent execution.
 from __future__ import annotations
 
 import json
+import logging
 import re
 import uuid
 from collections.abc import Callable, Mapping
@@ -18,7 +19,7 @@ from typing import TYPE_CHECKING, Any, TypeVar, cast
 
 import azure.durable_functions as df
 import azure.functions as func
-from agent_framework import SupportsAgentRun, get_logger
+from agent_framework import SupportsAgentRun
 from agent_framework_durabletask import (
     DEFAULT_MAX_POLL_RETRIES,
     DEFAULT_POLL_INTERVAL_SECONDS,
@@ -42,7 +43,7 @@ from ._entities import create_agent_entity
 from ._errors import IncomingRequestError
 from ._orchestration import AgentOrchestrationContextType, AgentTask, AzureFunctionsAgentExecutor
 
-logger = get_logger("agent_framework.azurefunctions")
+logger = logging.getLogger("agent_framework.azurefunctions")
 
 EntityHandler = Callable[[df.DurableEntityContext], None]
 HandlerT = TypeVar("HandlerT", bound=Callable[..., Any])

python/packages/azurefunctions/agent_framework_azurefunctions/_entities.py

@@ -10,18 +10,19 @@ allows for long-running agent conversations.
 from __future__ import annotations
 
 import asyncio
+import logging
 from collections.abc import Callable
 from typing import Any, cast
 
 import azure.durable_functions as df
-from agent_framework import SupportsAgentRun, get_logger
+from agent_framework import SupportsAgentRun
 from agent_framework_durabletask import (
     AgentEntity,
     AgentEntityStateProviderMixin,
     AgentResponseCallbackProtocol,
 )
 
-logger = get_logger("agent_framework.azurefunctions.entities")
+logger = logging.getLogger("agent_framework.azurefunctions")
 
 
 class AzureFunctionEntityStateProvider(AgentEntityStateProviderMixin):

python/packages/azurefunctions/agent_framework_azurefunctions/_orchestration.py

@@ -5,11 +5,12 @@
 This module provides support for using agents inside Durable Function orchestrations.
 """
 
+import logging
 from collections.abc import Callable
 from typing import TYPE_CHECKING, Any, TypeAlias
 
 import azure.durable_functions as df
-from agent_framework import AgentSession, get_logger
+from agent_framework import AgentSession
 from agent_framework_durabletask import (
     DurableAgentExecutor,
     RunRequest,
@@ -21,7 +22,7 @@ from azure.durable_functions.models.actions.NoOpAction import NoOpAction
 from azure.durable_functions.models.Task import CompoundTask, TaskState
 from pydantic import BaseModel
 
-logger = get_logger("agent_framework.azurefunctions.orchestration")
+logger = logging.getLogger("agent_framework.azurefunctions")
 
 CompoundActionConstructor: TypeAlias = Callable[[list[Any]], Any] | None