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Python: [BREAKING] PR2 — Wire context provider pipeline, remove old types, update all consumers (#3850)
* PR2: Wire context provider pipeline and update all internal consumers - Replace AgentThread with AgentSession across all packages - Replace ContextProvider with BaseContextProvider across all packages - Replace context_provider param with context_providers (Sequence) - Replace thread= with session= in run() signatures - Replace get_new_thread() with create_session() - Add get_session(service_session_id) to agent interface - DurableAgentThread -> DurableAgentSession - Remove _notify_thread_of_new_messages from WorkflowAgent - Wire before_run/after_run context provider pipeline in RawAgent - Auto-inject InMemoryHistoryProvider when no providers configured * fix: update all tests for context provider pipeline, fix lazy-loaders, remove old test files * refactor: update all sample files for context provider pipeline (AgentThread→AgentSession, ContextProvider→BaseContextProvider) * fix: update remaining ag-ui references (client docstring, getting_started sample) * fix: make get_session service_session_id keyword-only to avoid confusion with session_id * refactor: rename _RunContext.thread_messages to session_messages * refactor: remove _threads.py, _memory.py, and old provider files; migrate devui to use plain message lists * rename: remove _new_ prefix from test files * refactor: rewrite SlidingWindowChatMessageStore as SlidingWindowHistoryProvider(InMemoryHistoryProvider) * fix: read full history from session state directly instead of reaching into provider internals * fix: update stale .pyi stubs, sample imports, and README references for new provider types * fix: remove stale message_store, _notify_thread_of_new_messages, and session_id.key references in samples * refactor: merge context_providers and sessions sample folders into sessions, remove aggregate_context_provider * refactor: UserInfoMemory stores state in session.state instead of instance attributes * feat: add Pydantic BaseModel support to session state serialization Pydantic models stored in session.state are now automatically serialized via model_dump() and restored via model_validate() during to_dict()/from_dict() round-trips. Models are auto-registered on first serialization; use register_state_type() for cold-start deserialization. Also export register_state_type as a public API. * fix mem0 * Update sample README links and descriptions for session terminology - Replace 'thread' with 'session' in sample descriptions across all READMEs - Update file links for renamed samples (mem0_sessions, redis_sessions, etc.) - Fix Threads section → Sessions section in main samples/README.md - Update tools, middleware, workflows, durabletask, azure_functions READMEs - Update architecture diagrams in concepts/tools/README.md - Update migration guides (autogen, semantic-kernel) * Fix broken Redis README link to renamed sample * Fix Mem0 OSS client search: pass scoping params as direct kwargs AsyncMemory (OSS) expects user_id/agent_id/run_id as direct kwargs, while AsyncMemoryClient (Platform) expects them in a filters dict. Adds tests for both client types. Port of fix from #3844 to new Mem0ContextProvider. * Fix rebase issues: restore missing _conversation_state.py and checkpoint decode logic - Add back _conversation_state.py (encode/decode_chat_messages) lost in rebase - Fix on_checkpoint_restore to decode cache/conversation with decode_chat_messages - Fix on_checkpoint_restore to use decode_checkpoint_value for pending requests - Add tests/workflow/__init__.py for relative import support - Fix test_agent_executor checkpoint selection (checkpoints[1] not superstep) * Add STORES_BY_DEFAULT ClassVar to skip redundant InMemoryHistoryProvider injection Chat clients that store history server-side by default (OpenAI Responses API, Azure AI Agent) now declare STORES_BY_DEFAULT = True. The agent checks this during auto-injection and skips InMemoryHistoryProvider unless the user explicitly sets store=False. * Fix broken markdown links in azure_ai and redis READMEs * Fix getting-started samples to use session API instead of removed thread/ContextProvider API * updates to workflow as agent * fix group chat import * Rename Thread→Session throughout, fix service_session_id propagation, remove stale AGUIThread - Fix: Propagate conversation_id from ChatResponse back to session.service_session_id in both streaming and non-streaming paths in _agents.py - Rename AgentThreadException → AgentSessionException - Remove stale AGUIThread from ag_ui lazy-loader - Rename use_service_thread → use_service_session in ag-ui package - Rename test functions from *_thread_* to *_session_* - Rename sample files from *_thread* to *_session* - Update docstrings and comments: thread → session - Update _mcp.py kwargs filter: add 'session' alongside 'thread' - Fix ContinuationToken docstring example: thread=thread → session=session - Fix _clients.py docstring: 'Agent threads' → 'Agent sessions' * Fix broken markdown links after thread→session file renames * fix azure ai test
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@@ -11,7 +11,7 @@ import pytest
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from agent_framework import (
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AgentResponse,
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AgentResponseUpdate,
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AgentThread,
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AgentSession,
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BaseChatClient,
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ChatOptions,
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ChatResponse,
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@@ -49,8 +49,8 @@ class StreamingChatClientStub(
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super().__init__(function_middleware=[])
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self._stream_fn = stream_fn
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self._response_fn = response_fn
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self.last_thread: AgentThread | None = None
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self.last_service_thread_id: str | None = None
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self.last_session: AgentSession | None = None
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self.last_service_session_id: str | None = None
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@overload
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def get_response(
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@@ -90,8 +90,8 @@ class StreamingChatClientStub(
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options: OptionsCoT | ChatOptions[Any] | None = None,
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**kwargs: Any,
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) -> Awaitable[ChatResponse[Any]] | ResponseStream[ChatResponseUpdate, ChatResponse[Any]]:
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self.last_thread = kwargs.get("thread")
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self.last_service_thread_id = self.last_thread.service_thread_id if self.last_thread else None
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self.last_session = kwargs.get("session")
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self.last_service_session_id = self.last_session.service_session_id if self.last_session else None
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return cast(
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Awaitable[ChatResponse[Any]] | ResponseStream[ChatResponseUpdate, ChatResponse[Any]],
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super().get_response(
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@@ -178,7 +178,7 @@ class StubAgent(SupportsAgentRun):
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messages: str | Message | Sequence[str | Message] | None = None,
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*,
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stream: Literal[False] = ...,
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thread: AgentThread | None = None,
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session: AgentSession | None = None,
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**kwargs: Any,
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) -> Awaitable[AgentResponse[Any]]: ...
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@@ -188,7 +188,7 @@ class StubAgent(SupportsAgentRun):
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messages: str | Message | Sequence[str | Message] | None = None,
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*,
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stream: Literal[True],
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thread: AgentThread | None = None,
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session: AgentSession | None = None,
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**kwargs: Any,
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) -> ResponseStream[AgentResponseUpdate, AgentResponse[Any]]: ...
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@@ -197,7 +197,7 @@ class StubAgent(SupportsAgentRun):
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messages: str | Message | Sequence[str | Message] | None = None,
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*,
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stream: bool = False,
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thread: AgentThread | None = None,
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session: AgentSession | None = None,
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**kwargs: Any,
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) -> Awaitable[AgentResponse[Any]] | ResponseStream[AgentResponseUpdate, AgentResponse[Any]]:
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if stream:
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@@ -218,8 +218,8 @@ class StubAgent(SupportsAgentRun):
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return _get_response()
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def get_new_thread(self, **kwargs: Any) -> AgentThread:
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return AgentThread()
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def create_session(self, **kwargs: Any) -> AgentSession:
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return AgentSession()
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# Fixtures
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@@ -444,13 +444,7 @@ async def test_thread_metadata_tracking(streaming_chat_client_stub):
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async for event in wrapper.run_agent(input_data):
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events.append(event)
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# AG-UI internal metadata should be stored in thread.metadata
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thread = agent.client.last_thread
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thread_metadata = thread.metadata if thread and hasattr(thread, "metadata") else {}
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assert thread_metadata.get("ag_ui_thread_id") == "test_thread_123"
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assert thread_metadata.get("ag_ui_run_id") == "test_run_456"
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# Internal metadata should NOT be passed to chat client options
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# AG-UI internal metadata should NOT be passed to chat client options
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options_metadata = captured_options.get("metadata", {})
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assert "ag_ui_thread_id" not in options_metadata
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assert "ag_ui_run_id" not in options_metadata
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@@ -488,15 +482,7 @@ async def test_state_context_injection(streaming_chat_client_stub):
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async for event in wrapper.run_agent(input_data):
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events.append(event)
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# Current state should be stored in thread.metadata
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thread = agent.client.last_thread
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thread_metadata = thread.metadata if thread and hasattr(thread, "metadata") else {}
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current_state = thread_metadata.get("current_state")
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if isinstance(current_state, str):
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current_state = json.loads(current_state)
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assert current_state == {"document": "Test content"}
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# Internal metadata should NOT be passed to chat client options
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# Current state should NOT be passed to chat client options
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options_metadata = captured_options.get("metadata", {})
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assert "current_state" not in options_metadata
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@@ -611,11 +597,11 @@ async def test_json_decode_error_in_tool_result(streaming_chat_client_stub):
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assert len(tool_events) == 0
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async def test_agent_with_use_service_thread_is_false(streaming_chat_client_stub):
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"""Test that when use_service_thread is False, the AgentThread used to run the agent is NOT set to the service thread ID."""
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async def test_agent_with_use_service_session_is_false(streaming_chat_client_stub):
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"""Test that when use_service_session is False, the AgentSession used to run the agent is NOT set to the service session ID."""
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from agent_framework.ag_ui import AgentFrameworkAgent
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request_service_thread_id: str | None = None
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request_service_session_id: str | None = None
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async def stream_fn(
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messages: MutableSequence[Message], chat_options: ChatOptions, **kwargs: Any
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@@ -625,42 +611,42 @@ async def test_agent_with_use_service_thread_is_false(streaming_chat_client_stub
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)
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agent = Agent(client=streaming_chat_client_stub(stream_fn))
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wrapper = AgentFrameworkAgent(agent=agent, use_service_thread=False)
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wrapper = AgentFrameworkAgent(agent=agent, use_service_session=False)
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input_data = {"messages": [{"role": "user", "content": "Hi"}], "thread_id": "conv_123456"}
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events: list[Any] = []
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async for event in wrapper.run_agent(input_data):
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events.append(event)
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assert request_service_thread_id is None # type: ignore[attr-defined] (service_thread_id should be set)
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assert request_service_session_id is None # type: ignore[attr-defined] (service_session_id should be set)
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async def test_agent_with_use_service_thread_is_true(streaming_chat_client_stub):
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"""Test that when use_service_thread is True, the AgentThread used to run the agent is set to the service thread ID."""
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async def test_agent_with_use_service_session_is_true(streaming_chat_client_stub):
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"""Test that when use_service_session is True, the AgentSession used to run the agent is set to the service session ID."""
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from agent_framework.ag_ui import AgentFrameworkAgent
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request_service_thread_id: str | None = None
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request_service_session_id: str | None = None
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async def stream_fn(
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messages: MutableSequence[Message], chat_options: ChatOptions, **kwargs: Any
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) -> AsyncIterator[ChatResponseUpdate]:
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nonlocal request_service_thread_id
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thread = kwargs.get("thread")
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request_service_thread_id = thread.service_thread_id if thread else None
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nonlocal request_service_session_id
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session = kwargs.get("session")
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request_service_session_id = session.service_session_id if session else None
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yield ChatResponseUpdate(
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contents=[Content.from_text(text="Response")], response_id="resp_67890", conversation_id="conv_12345"
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)
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agent = Agent(client=streaming_chat_client_stub(stream_fn))
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wrapper = AgentFrameworkAgent(agent=agent, use_service_thread=True)
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wrapper = AgentFrameworkAgent(agent=agent, use_service_session=True)
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input_data = {"messages": [{"role": "user", "content": "Hi"}], "thread_id": "conv_123456"}
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events: list[Any] = []
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async for event in wrapper.run_agent(input_data):
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events.append(event)
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request_service_thread_id = agent.client.last_service_thread_id
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assert request_service_thread_id == "conv_123456" # type: ignore[attr-defined] (service_thread_id should be set)
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request_service_session_id = agent.client.last_service_session_id
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assert request_service_session_id == "conv_123456" # type: ignore[attr-defined] (service_session_id should be set)
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async def test_function_approval_mode_executes_tool(streaming_chat_client_stub):
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