From 4a3251756c8b1931f6ffc5353995bbfbe111120f Mon Sep 17 00:00:00 2001
From: Tao Chen <taochen@microsoft.com>
Date: Mon, 9 Mar 2026 13:57:13 -0700
Subject: [PATCH 1/5] Fix store=False not overriding client default

---
 .../packages/core/agent_framework/_agents.py  |   8 +-
 .../packages/core/tests/core/test_agents.py   | 284 +++++++++++----
 python/uv.lock                                | 332 +++++++++---------
 3 files changed, 400 insertions(+), 224 deletions(-)

diff --git a/python/packages/core/agent_framework/_agents.py b/python/packages/core/agent_framework/_agents.py
index 3aaf9f1419..b25f6c7013 100644
--- a/python/packages/core/agent_framework/_agents.py
+++ b/python/packages/core/agent_framework/_agents.py
@@ -1033,6 +1033,8 @@ async def _prepare_run_context(
         kwargs: dict[str, Any],
     ) -> _RunContext:
         opts = dict(options) if options else {}
+        # Merge default options with runtime options (runtime takes precedence)
+        opts = {**self.default_options, **opts}
 
         # Get tools from options or named parameter (named param takes precedence)
         tools_ = tools if tools is not None else opts.pop("tools", None)
@@ -1046,8 +1048,10 @@ async def _prepare_run_context(
             and not self.context_providers
             and not session.service_session_id
             and not opts.get("conversation_id")
-            and not opts.get("store")
-            and not (getattr(self.client, "STORES_BY_DEFAULT", False) and opts.get("store") is not False)
+            # `store` takes precedence over client-level storage indicators. If `store` is
+            # explicitly set to False, we won't inject the InMemoryHistoryProvider, even if
+            # the client indicates that stores are used by default.
+            and not opts.get("store", getattr(self.client, "STORES_BY_DEFAULT", False))
         ):
             self.context_providers.append(InMemoryHistoryProvider())
 
diff --git a/python/packages/core/tests/core/test_agents.py b/python/packages/core/tests/core/test_agents.py
index d41b87b707..36339bef19 100644
--- a/python/packages/core/tests/core/test_agents.py
+++ b/python/packages/core/tests/core/test_agents.py
@@ -7,8 +7,6 @@
 from uuid import uuid4
 
 import pytest
-from pytest import raises
-
 from agent_framework import (
     Agent,
     AgentResponse,
@@ -27,6 +25,7 @@
 )
 from agent_framework._agents import _get_tool_name, _merge_options, _sanitize_agent_name
 from agent_framework._mcp import MCPTool
+from pytest import raises
 
 
 def test_agent_session_type(agent_session: AgentSession) -> None:
@@ -50,7 +49,9 @@ async def test_agent_run_with_content(agent: SupportsAgentRun) -> None:
 
 
 async def test_agent_run_streaming(agent: SupportsAgentRun) -> None:
-    async def collect_updates(updates: AsyncIterable[AgentResponseUpdate]) -> list[AgentResponseUpdate]:
+    async def collect_updates(
+        updates: AsyncIterable[AgentResponseUpdate],
+    ) -> list[AgentResponseUpdate]:
         return [u async for u in updates]
 
     updates = await collect_updates(agent.run("test", stream=True))
@@ -72,7 +73,9 @@ async def test_chat_client_agent_init(client: SupportsChatGetResponse) -> None:
     assert agent.description == "Test"
 
 
-async def test_chat_client_agent_init_with_name(client: SupportsChatGetResponse) -> None:
+async def test_chat_client_agent_init_with_name(
+    client: SupportsChatGetResponse,
+) -> None:
     agent_id = str(uuid4())
     agent = Agent(client=client, id=agent_id, name="Test Agent", description="Test")
 
@@ -108,7 +111,13 @@ class Greeting(BaseModel):
 
     json_text = '{"greeting": "Hello"}'
     client.streaming_responses.append(  # type: ignore[attr-defined]
-        [ChatResponseUpdate(contents=[Content.from_text(json_text)], role="assistant", finish_reason="stop")]
+        [
+            ChatResponseUpdate(
+                contents=[Content.from_text(json_text)],
+                role="assistant",
+                finish_reason="stop",
+            )
+        ]
     )
 
     agent = Agent(client=client, default_options={"response_format": Greeting})
@@ -134,7 +143,13 @@ class Greeting(BaseModel):
 
     json_text = '{"greeting": "Hi"}'
     client.streaming_responses.append(  # type: ignore[attr-defined]
-        [ChatResponseUpdate(contents=[Content.from_text(json_text)], role="assistant", finish_reason="stop")]
+        [
+            ChatResponseUpdate(
+                contents=[Content.from_text(json_text)],
+                role="assistant",
+                finish_reason="stop",
+            )
+        ]
     )
 
     agent = Agent(client=client)
@@ -149,14 +164,18 @@ class Greeting(BaseModel):
     assert result.value.greeting == "Hi"
 
 
-async def test_chat_client_agent_create_session(client: SupportsChatGetResponse) -> None:
+async def test_chat_client_agent_create_session(
+    client: SupportsChatGetResponse,
+) -> None:
     agent = Agent(client=client)
     session = agent.create_session()
 
     assert isinstance(session, AgentSession)
 
 
-async def test_chat_client_agent_prepare_session_and_messages(client: SupportsChatGetResponse) -> None:
+async def test_chat_client_agent_prepare_session_and_messages(
+    client: SupportsChatGetResponse,
+) -> None:
     from agent_framework._sessions import InMemoryHistoryProvider
 
     agent = Agent(client=client, context_providers=[InMemoryHistoryProvider()])
@@ -175,7 +194,9 @@ async def test_chat_client_agent_prepare_session_and_messages(client: SupportsCh
     assert result_messages[1].text == "Test"
 
 
-async def test_prepare_session_does_not_mutate_agent_chat_options(client: SupportsChatGetResponse) -> None:
+async def test_prepare_session_does_not_mutate_agent_chat_options(
+    client: SupportsChatGetResponse,
+) -> None:
     tool = {"type": "code_interpreter"}
     agent = Agent(client=client, tools=[tool])
 
@@ -195,9 +216,13 @@ async def test_prepare_session_does_not_mutate_agent_chat_options(client: Suppor
     assert len(agent.default_options["tools"]) == 1
 
 
-async def test_chat_client_agent_run_with_session(chat_client_base: SupportsChatGetResponse) -> None:
+async def test_chat_client_agent_run_with_session(
+    chat_client_base: SupportsChatGetResponse,
+) -> None:
     mock_response = ChatResponse(
-        messages=[Message(role="assistant", contents=[Content.from_text("test response")])],
+        messages=[
+            Message(role="assistant", contents=[Content.from_text("test response")])
+        ],
         conversation_id="123",
     )
     chat_client_base.run_responses = [mock_response]
@@ -218,7 +243,9 @@ async def test_chat_client_agent_updates_existing_session_id_non_streaming(
 ) -> None:
     chat_client_base.run_responses = [
         ChatResponse(
-            messages=[Message(role="assistant", contents=[Content.from_text("test response")])],
+            messages=[
+                Message(role="assistant", contents=[Content.from_text("test response")])
+            ],
             conversation_id="resp_new_123",
         )
     ]
@@ -357,7 +384,9 @@ async def test_chat_client_agent_streaming_session_id_set_without_get_final_resp
     assert session.service_session_id == "resp_123"
 
 
-async def test_chat_client_agent_update_session_messages(client: SupportsChatGetResponse) -> None:
+async def test_chat_client_agent_update_session_messages(
+    client: SupportsChatGetResponse,
+) -> None:
     from agent_framework._sessions import InMemoryHistoryProvider
 
     agent = Agent(client=client)
@@ -368,7 +397,9 @@ async def test_chat_client_agent_update_session_messages(client: SupportsChatGet
 
     assert session.service_session_id is None
 
-    chat_messages: list[Message] = session.state.get(InMemoryHistoryProvider.DEFAULT_SOURCE_ID, {}).get("messages", [])
+    chat_messages: list[Message] = session.state.get(
+        InMemoryHistoryProvider.DEFAULT_SOURCE_ID, {}
+    ).get("messages", [])
 
     assert chat_messages is not None
     assert len(chat_messages) == 2
@@ -376,7 +407,9 @@ async def test_chat_client_agent_update_session_messages(client: SupportsChatGet
     assert chat_messages[1].text == "test response"
 
 
-async def test_chat_client_agent_update_session_conversation_id_missing(client: SupportsChatGetResponse) -> None:
+async def test_chat_client_agent_update_session_conversation_id_missing(
+    client: SupportsChatGetResponse,
+) -> None:
     agent = Agent(client=client)
     session = agent.get_session(service_session_id="123")
 
@@ -384,7 +417,9 @@ async def test_chat_client_agent_update_session_conversation_id_missing(client:
     assert session.service_session_id == "123"
 
 
-async def test_chat_client_agent_default_author_name(client: SupportsChatGetResponse) -> None:
+async def test_chat_client_agent_default_author_name(
+    client: SupportsChatGetResponse,
+) -> None:
     # Name is not specified here, so default name should be used
     agent = Agent(client=client)
 
@@ -393,7 +428,9 @@ async def test_chat_client_agent_default_author_name(client: SupportsChatGetResp
     assert result.messages[0].author_name == "UnnamedAgent"
 
 
-async def test_chat_client_agent_author_name_as_agent_name(client: SupportsChatGetResponse) -> None:
+async def test_chat_client_agent_author_name_as_agent_name(
+    client: SupportsChatGetResponse,
+) -> None:
     # Name is specified here, so it should be used as author name
     agent = Agent(client=client, name="TestAgent")
 
@@ -402,11 +439,17 @@ async def test_chat_client_agent_author_name_as_agent_name(client: SupportsChatG
     assert result.messages[0].author_name == "TestAgent"
 
 
-async def test_chat_client_agent_author_name_is_used_from_response(chat_client_base: SupportsChatGetResponse) -> None:
+async def test_chat_client_agent_author_name_is_used_from_response(
+    chat_client_base: SupportsChatGetResponse,
+) -> None:
     chat_client_base.run_responses = [
         ChatResponse(
             messages=[
-                Message(role="assistant", contents=[Content.from_text("test response")], author_name="TestAuthor")
+                Message(
+                    role="assistant",
+                    contents=[Content.from_text("test response")],
+                    author_name="TestAuthor",
+                )
             ]
         )
     ]
@@ -428,12 +471,16 @@ def __init__(self, messages: list[Message] | None = None) -> None:
         self.new_messages: list[Message] = []
         self.last_service_session_id: str | None = None
 
-    async def before_run(self, *, agent: Any, session: Any, context: Any, state: Any) -> None:
+    async def before_run(
+        self, *, agent: Any, session: Any, context: Any, state: Any
+    ) -> None:
         self.before_run_called = True
         if self.context_messages:
             context.extend_messages(self, self.context_messages)
 
-    async def after_run(self, *, agent: Any, session: Any, context: Any, state: Any) -> None:
+    async def after_run(
+        self, *, agent: Any, session: Any, context: Any, state: Any
+    ) -> None:
         self.after_run_called = True
         if session:
             self.last_service_session_id = session.service_session_id
@@ -442,9 +489,13 @@ async def after_run(self, *, agent: Any, session: Any, context: Any, state: Any)
             self.new_messages.extend(context.response.messages)
 
 
-async def test_chat_agent_context_providers_model_before_run(client: SupportsChatGetResponse) -> None:
+async def test_chat_agent_context_providers_model_before_run(
+    client: SupportsChatGetResponse,
+) -> None:
     """Test that context providers' before_run is called during agent run."""
-    mock_provider = MockContextProvider(messages=[Message(role="system", text="Test context instructions")])
+    mock_provider = MockContextProvider(
+        messages=[Message(role="system", text="Test context instructions")]
+    )
     agent = Agent(client=client, context_providers=[mock_provider])
 
     await agent.run("Hello")
@@ -452,12 +503,16 @@ async def test_chat_agent_context_providers_model_before_run(client: SupportsCha
     assert mock_provider.before_run_called
 
 
-async def test_chat_agent_context_providers_after_run(chat_client_base: SupportsChatGetResponse) -> None:
+async def test_chat_agent_context_providers_after_run(
+    chat_client_base: SupportsChatGetResponse,
+) -> None:
     """Test that context providers' after_run is called during agent run."""
     mock_provider = MockContextProvider()
     chat_client_base.run_responses = [
         ChatResponse(
-            messages=[Message(role="assistant", contents=[Content.from_text("test response")])],
+            messages=[
+                Message(role="assistant", contents=[Content.from_text("test response")])
+            ],
             conversation_id="test-thread-id",
         )
     ]
@@ -471,7 +526,9 @@ async def test_chat_agent_context_providers_after_run(chat_client_base: Supports
     assert mock_provider.last_service_session_id == "test-thread-id"
 
 
-async def test_chat_agent_context_providers_messages_adding(client: SupportsChatGetResponse) -> None:
+async def test_chat_agent_context_providers_messages_adding(
+    client: SupportsChatGetResponse,
+) -> None:
     """Test that context providers' after_run is called during agent run."""
     mock_provider = MockContextProvider()
     agent = Agent(client=client, context_providers=[mock_provider])
@@ -483,10 +540,18 @@ async def test_chat_agent_context_providers_messages_adding(client: SupportsChat
     assert len(mock_provider.new_messages) >= 2
 
 
-async def test_chat_agent_context_instructions_in_messages(client: SupportsChatGetResponse) -> None:
+async def test_chat_agent_context_instructions_in_messages(
+    client: SupportsChatGetResponse,
+) -> None:
     """Test that AI context instructions are included in messages."""
-    mock_provider = MockContextProvider(messages=[Message(role="system", text="Context-specific instructions")])
-    agent = Agent(client=client, instructions="Agent instructions", context_providers=[mock_provider])
+    mock_provider = MockContextProvider(
+        messages=[Message(role="system", text="Context-specific instructions")]
+    )
+    agent = Agent(
+        client=client,
+        instructions="Agent instructions",
+        context_providers=[mock_provider],
+    )
 
     # We need to test the _prepare_session_and_messages method directly
     session_context, _ = await agent._prepare_session_and_messages(  # type: ignore[reportPrivateUsage]
@@ -503,10 +568,16 @@ async def test_chat_agent_context_instructions_in_messages(client: SupportsChatG
     # instructions system message is added by a client
 
 
-async def test_chat_agent_no_context_instructions(client: SupportsChatGetResponse) -> None:
+async def test_chat_agent_no_context_instructions(
+    client: SupportsChatGetResponse,
+) -> None:
     """Test behavior when AI context has no instructions."""
     mock_provider = MockContextProvider()
-    agent = Agent(client=client, instructions="Agent instructions", context_providers=[mock_provider])
+    agent = Agent(
+        client=client,
+        instructions="Agent instructions",
+        context_providers=[mock_provider],
+    )
 
     session_context, _ = await agent._prepare_session_and_messages(  # type: ignore[reportPrivateUsage]
         session=None, input_messages=[Message(role="user", text="Hello")]
@@ -519,9 +590,13 @@ async def test_chat_agent_no_context_instructions(client: SupportsChatGetRespons
     assert messages[0].text == "Hello"
 
 
-async def test_chat_agent_run_stream_context_providers(client: SupportsChatGetResponse) -> None:
+async def test_chat_agent_run_stream_context_providers(
+    client: SupportsChatGetResponse,
+) -> None:
     """Test that context providers work with run method."""
-    mock_provider = MockContextProvider(messages=[Message(role="system", text="Stream context instructions")])
+    mock_provider = MockContextProvider(
+        messages=[Message(role="system", text="Stream context instructions")]
+    )
     agent = Agent(client=client, context_providers=[mock_provider])
 
     # Collect all stream updates and get final response
@@ -537,12 +612,16 @@ async def test_chat_agent_run_stream_context_providers(client: SupportsChatGetRe
     assert mock_provider.after_run_called
 
 
-async def test_chat_agent_context_providers_with_service_session_id(chat_client_base: SupportsChatGetResponse) -> None:
+async def test_chat_agent_context_providers_with_service_session_id(
+    chat_client_base: SupportsChatGetResponse,
+) -> None:
     """Test context providers with service-managed session."""
     mock_provider = MockContextProvider()
     chat_client_base.run_responses = [
         ChatResponse(
-            messages=[Message(role="assistant", contents=[Content.from_text("test response")])],
+            messages=[
+                Message(role="assistant", contents=[Content.from_text("test response")])
+            ],
             conversation_id="service-thread-123",
         )
     ]
@@ -570,7 +649,9 @@ async def test_chat_agent_as_tool_basic(client: SupportsChatGetResponse) -> None
     assert hasattr(tool, "input_model")
 
 
-async def test_chat_agent_as_tool_custom_parameters(client: SupportsChatGetResponse) -> None:
+async def test_chat_agent_as_tool_custom_parameters(
+    client: SupportsChatGetResponse,
+) -> None:
     """Test as_tool with custom parameters."""
     agent = Agent(client=client, name="TestAgent", description="Original description")
 
@@ -618,7 +699,9 @@ async def test_chat_agent_as_tool_no_name(client: SupportsChatGetResponse) -> No
         agent.as_tool()
 
 
-async def test_chat_agent_as_tool_function_execution(client: SupportsChatGetResponse) -> None:
+async def test_chat_agent_as_tool_function_execution(
+    client: SupportsChatGetResponse,
+) -> None:
     """Test that the generated FunctionTool can be executed."""
     agent = Agent(client=client, name="TestAgent", description="Test agent")
 
@@ -632,7 +715,9 @@ async def test_chat_agent_as_tool_function_execution(client: SupportsChatGetResp
     assert result == "test response"  # From mock chat client
 
 
-async def test_chat_agent_as_tool_with_stream_callback(client: SupportsChatGetResponse) -> None:
+async def test_chat_agent_as_tool_with_stream_callback(
+    client: SupportsChatGetResponse,
+) -> None:
     """Test as_tool with stream callback functionality."""
     agent = Agent(client=client, name="StreamingAgent")
 
@@ -655,7 +740,9 @@ def stream_callback(update: AgentResponseUpdate) -> None:
     assert result == expected_text
 
 
-async def test_chat_agent_as_tool_with_custom_arg_name(client: SupportsChatGetResponse) -> None:
+async def test_chat_agent_as_tool_with_custom_arg_name(
+    client: SupportsChatGetResponse,
+) -> None:
     """Test as_tool with custom argument name."""
     agent = Agent(client=client, name="CustomArgAgent")
 
@@ -666,7 +753,9 @@ async def test_chat_agent_as_tool_with_custom_arg_name(client: SupportsChatGetRe
     assert result == "test response"
 
 
-async def test_chat_agent_as_tool_with_async_stream_callback(client: SupportsChatGetResponse) -> None:
+async def test_chat_agent_as_tool_with_async_stream_callback(
+    client: SupportsChatGetResponse,
+) -> None:
     """Test as_tool with async stream callback functionality."""
     agent = Agent(client=client, name="AsyncStreamingAgent")
 
@@ -689,7 +778,9 @@ async def async_stream_callback(update: AgentResponseUpdate) -> None:
     assert result == expected_text
 
 
-async def test_chat_agent_as_tool_name_sanitization(client: SupportsChatGetResponse) -> None:
+async def test_chat_agent_as_tool_name_sanitization(
+    client: SupportsChatGetResponse,
+) -> None:
     """Test as_tool name sanitization."""
     test_cases = [
         ("Invoice & Billing Agent", "Invoice_Billing_Agent"),
@@ -704,10 +795,14 @@ async def test_chat_agent_as_tool_name_sanitization(client: SupportsChatGetRespo
     for agent_name, expected_tool_name in test_cases:
         agent = Agent(client=client, name=agent_name, description="Test agent")
         tool = agent.as_tool()
-        assert tool.name == expected_tool_name, f"Expected {expected_tool_name}, got {tool.name} for input {agent_name}"
+        assert tool.name == expected_tool_name, (
+            f"Expected {expected_tool_name}, got {tool.name} for input {agent_name}"
+        )
 
 
-async def test_chat_agent_as_tool_propagate_session_true(client: SupportsChatGetResponse) -> None:
+async def test_chat_agent_as_tool_propagate_session_true(
+    client: SupportsChatGetResponse,
+) -> None:
     """Test that propagate_session=True forwards the parent's session to the sub-agent."""
     agent = Agent(client=client, name="SubAgent", description="Sub agent")
     tool = agent.as_tool(propagate_session=True)
@@ -733,7 +828,9 @@ def capturing_run(*args: Any, **kwargs: Any) -> Any:
     assert captured_session.state["shared_key"] == "shared_value"
 
 
-async def test_chat_agent_as_tool_propagate_session_false_by_default(client: SupportsChatGetResponse) -> None:
+async def test_chat_agent_as_tool_propagate_session_false_by_default(
+    client: SupportsChatGetResponse,
+) -> None:
     """Test that propagate_session defaults to False and does not forward the session."""
     agent = Agent(client=client, name="SubAgent", description="Sub agent")
     tool = agent.as_tool()  # default: propagate_session=False
@@ -755,7 +852,9 @@ def capturing_run(*args: Any, **kwargs: Any) -> Any:
     assert captured_session is None
 
 
-async def test_chat_agent_as_tool_propagate_session_shares_state(client: SupportsChatGetResponse) -> None:
+async def test_chat_agent_as_tool_propagate_session_shares_state(
+    client: SupportsChatGetResponse,
+) -> None:
     """Test that shared session allows the sub-agent to read and write parent's state."""
     agent = Agent(client=client, name="SubAgent", description="Sub agent")
     tool = agent.as_tool(propagate_session=True)
@@ -824,13 +923,20 @@ async def test_chat_agent_with_local_mcp_tools(client: SupportsChatGetResponse)
 
     # Test agent with MCP tools in constructor
     with contextlib.suppress(Exception):
-        agent = Agent(client=client, name="TestAgent", description="Test agent", tools=[mock_mcp_tool])
+        agent = Agent(
+            client=client,
+            name="TestAgent",
+            description="Test agent",
+            tools=[mock_mcp_tool],
+        )
         # Test async context manager with MCP tools
         async with agent:
             pass
 
 
-async def test_mcp_tools_not_duplicated_when_passed_as_runtime_tools(chat_client_base: Any) -> None:
+async def test_mcp_tools_not_duplicated_when_passed_as_runtime_tools(
+    chat_client_base: Any,
+) -> None:
     """Test that MCP tool functions from self.mcp_tools are not duplicated when already present in runtime tools."""
     captured_options: list[dict[str, Any]] = []
 
@@ -859,7 +965,9 @@ async def capturing_inner(
     agent = Agent(client=chat_client_base, name="TestAgent", tools=[mock_mcp_tool])
 
     # Simulate AG-UI turn 2: pass already-expanded MCP functions + a client tool as runtime tools
-    client_tool = FunctionTool(func=lambda: "client", name="client_tool", description="Client tool")
+    client_tool = FunctionTool(
+        func=lambda: "client", name="client_tool", description="Client tool"
+    )
     runtime_tools = [mcp_func_a, mcp_func_b, client_tool]
 
     await agent.run("hello", tools=runtime_tools)
@@ -882,7 +990,9 @@ async def test_agent_tool_receives_session_in_kwargs(chat_client_base: Any) -> N
     def echo_session_info(text: str, **kwargs: Any) -> str:  # type: ignore[reportUnknownParameterType]
         session = kwargs.get("session")
         captured["has_session"] = session is not None
-        captured["has_state"] = session.state is not None if isinstance(session, AgentSession) else False
+        captured["has_state"] = (
+            session.state is not None if isinstance(session, AgentSession) else False
+        )
         return f"echo: {text}"
 
     # Make the base client emit a function call for our tool
@@ -891,7 +1001,11 @@ def echo_session_info(text: str, **kwargs: Any) -> str:  # type: ignore[reportUn
             messages=Message(
                 role="assistant",
                 contents=[
-                    Content.from_function_call(call_id="1", name="echo_session_info", arguments='{"text": "hello"}')
+                    Content.from_function_call(
+                        call_id="1",
+                        name="echo_session_info",
+                        arguments='{"text": "hello"}',
+                    )
                 ],
             )
         ),
@@ -901,14 +1015,20 @@ def echo_session_info(text: str, **kwargs: Any) -> str:  # type: ignore[reportUn
     agent = Agent(client=chat_client_base, tools=[echo_session_info])
     session = agent.create_session()
 
-    result = await agent.run("hello", session=session, options={"additional_function_arguments": {"session": session}})
+    result = await agent.run(
+        "hello",
+        session=session,
+        options={"additional_function_arguments": {"session": session}},
+    )
 
     assert result.text == "done"
     assert captured.get("has_session") is True
     assert captured.get("has_state") is True
 
 
-async def test_chat_agent_tool_choice_run_level_overrides_agent_level(chat_client_base: Any, tool_tool: Any) -> None:
+async def test_chat_agent_tool_choice_run_level_overrides_agent_level(
+    chat_client_base: Any, tool_tool: Any
+) -> None:
     """Verify that tool_choice passed to run() overrides agent-level tool_choice."""
 
     captured_options: list[dict[str, Any]] = []
@@ -972,7 +1092,9 @@ async def capturing_inner(
     assert captured_options[0]["tool_choice"] == "required"
 
 
-async def test_chat_agent_tool_choice_none_at_run_preserves_agent_level(chat_client_base: Any, tool_tool: Any) -> None:
+async def test_chat_agent_tool_choice_none_at_run_preserves_agent_level(
+    chat_client_base: Any, tool_tool: Any
+) -> None:
     """Verify that tool_choice=None at run() uses agent-level default."""
     captured_options: list[ChatOptions] = []
 
@@ -1262,7 +1384,9 @@ def test_sanitize_agent_name_replaces_invalid_chars():
 
 
 @pytest.mark.asyncio
-async def test_agent_create_session(chat_client_base: SupportsChatGetResponse, tool_tool: FunctionTool):
+async def test_agent_create_session(
+    chat_client_base: SupportsChatGetResponse, tool_tool: FunctionTool
+):
     """Test that create_session returns a new AgentSession."""
     agent = Agent(client=chat_client_base, tools=[tool_tool])
 
@@ -1283,7 +1407,9 @@ def __init__(self):
             super().__init__(source_id="test")
 
     provider = TestContextProvider()
-    agent = Agent(client=chat_client_base, tools=[tool_tool], context_providers=[provider])
+    agent = Agent(
+        client=chat_client_base, tools=[tool_tool], context_providers=[provider]
+    )
 
     session = agent.create_session()
 
@@ -1304,7 +1430,9 @@ async def test_agent_get_session_with_service_session_id(
     assert session.service_session_id == "test-thread-123"
 
 
-def test_agent_session_from_dict(chat_client_base: SupportsChatGetResponse, tool_tool: FunctionTool):
+def test_agent_session_from_dict(
+    chat_client_base: SupportsChatGetResponse, tool_tool: FunctionTool
+):
     """Test AgentSession.from_dict restores a session from serialized state."""
     # Create serialized session state
     serialized_state = {
@@ -1339,11 +1467,15 @@ def test_chat_agent_calls_update_agent_name_on_client():
     )
 
     assert mock_client._update_agent_name_and_description.call_count == 1
-    mock_client._update_agent_name_and_description.assert_called_with("TestAgent", "Test description")
+    mock_client._update_agent_name_and_description.assert_called_with(
+        "TestAgent", "Test description"
+    )
 
 
 @pytest.mark.asyncio
-async def test_chat_agent_context_provider_adds_tools_when_agent_has_none(chat_client_base: SupportsChatGetResponse):
+async def test_chat_agent_context_provider_adds_tools_when_agent_has_none(
+    chat_client_base: SupportsChatGetResponse,
+):
     """Test that context provider tools are used when agent has no default tools."""
 
     @tool
@@ -1385,7 +1517,9 @@ def __init__(self):
             super().__init__(source_id="instruction-context")
 
         async def before_run(self, *, agent, session, context, state):
-            context.extend_instructions("instruction-context", "Context-provided instructions")
+            context.extend_instructions(
+                "instruction-context", "Context-provided instructions"
+            )
 
     provider = InstructionContextProvider()
     agent = Agent(client=chat_client_base, context_providers=[provider])
@@ -1405,7 +1539,9 @@ async def before_run(self, *, agent, session, context, state):
 # region STORES_BY_DEFAULT tests
 
 
-async def test_stores_by_default_skips_inmemory_injection(client: SupportsChatGetResponse) -> None:
+async def test_stores_by_default_skips_inmemory_injection(
+    client: SupportsChatGetResponse,
+) -> None:
     """Client with STORES_BY_DEFAULT=True should not auto-inject InMemoryHistoryProvider."""
     from agent_framework._sessions import InMemoryHistoryProvider
 
@@ -1418,10 +1554,14 @@ async def test_stores_by_default_skips_inmemory_injection(client: SupportsChatGe
     await agent.run("Hello", session=session)
 
     # No InMemoryHistoryProvider should have been injected
-    assert not any(isinstance(p, InMemoryHistoryProvider) for p in agent.context_providers)
+    assert not any(
+        isinstance(p, InMemoryHistoryProvider) for p in agent.context_providers
+    )
 
 
-async def test_stores_by_default_false_injects_inmemory(client: SupportsChatGetResponse) -> None:
+async def test_stores_by_default_false_injects_inmemory(
+    client: SupportsChatGetResponse,
+) -> None:
     """Client with STORES_BY_DEFAULT=False (default) should auto-inject InMemoryHistoryProvider."""
     from agent_framework._sessions import InMemoryHistoryProvider
 
@@ -1434,7 +1574,9 @@ async def test_stores_by_default_false_injects_inmemory(client: SupportsChatGetR
     assert any(isinstance(p, InMemoryHistoryProvider) for p in agent.context_providers)
 
 
-async def test_stores_by_default_with_store_false_injects_inmemory(client: SupportsChatGetResponse) -> None:
+async def test_stores_by_default_with_store_false_injects_inmemory(
+    client: SupportsChatGetResponse,
+) -> None:
     """Client with STORES_BY_DEFAULT=True but store=False should still inject InMemoryHistoryProvider."""
     from agent_framework._sessions import InMemoryHistoryProvider
 
@@ -1449,7 +1591,21 @@ async def test_stores_by_default_with_store_false_injects_inmemory(client: Suppo
     assert any(isinstance(p, InMemoryHistoryProvider) for p in agent.context_providers)
 
 
-# endregion
+async def test_store_true_skips_inmemory_injection(
+    client: SupportsChatGetResponse,
+) -> None:
+    """Explicitly setting store=True should not auto-inject InMemoryHistoryProvider."""
+    from agent_framework._sessions import InMemoryHistoryProvider
+
+    agent = Agent(client=client)
+    session = agent.create_session()
+
+    await agent.run("Hello", session=session, options={"store": True})
+
+    # User explicitly enabled server storage, so InMemoryHistoryProvider should not be injected
+    assert not any(
+        isinstance(p, InMemoryHistoryProvider) for p in agent.context_providers
+    )
 
 
 # endregion
diff --git a/python/uv.lock b/python/uv.lock
index e82f8e7a3c..4842003720 100644
--- a/python/uv.lock
+++ b/python/uv.lock
@@ -1813,11 +1813,11 @@ wheels = [
 
 [[package]]
 name = "filelock"
-version = "3.25.0"
+version = "3.25.1"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/77/18/a1fd2231c679dcb9726204645721b12498aeac28e1ad0601038f94b42556/filelock-3.25.0.tar.gz", hash = "sha256:8f00faf3abf9dc730a1ffe9c354ae5c04e079ab7d3a683b7c32da5dd05f26af3", size = 40158, upload-time = "2026-03-01T15:08:45.916Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/b3/8b/4c32ecde6bea6486a2a5d05340e695174351ff6b06cf651a74c005f9df00/filelock-3.25.1.tar.gz", hash = "sha256:b9a2e977f794ef94d77cdf7d27129ac648a61f585bff3ca24630c1629f701aa9", size = 40319, upload-time = "2026-03-09T19:38:47.309Z" }
 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/a9/b8/2f664b56a3b4b32d28d3d106c71783073f712ba43ff6d34b9ea0ce36dc7b/filelock-3.25.1-py3-none-any.whl", hash = "sha256:18972df45473c4aa2c7921b609ee9ca4925910cc3a0fb226c96b92fc224ef7bf", size = 26720, upload-time = "2026-03-09T19:38:45.718Z" },
 ]
 
 [[package]]
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+    { url = "https://files.pythonhosted.org/packages/9d/76/f789f7a86709c6b087c5a2f52f911838cad707cc613162401badc665acfe/setuptools-82.0.1-py3-none-any.whl", hash = "sha256:a59e362652f08dcd477c78bb6e7bd9d80a7995bc73ce773050228a348ce2e5bb", size = 1006223, upload-time = "2026-03-09T12:47:15.026Z" },
 ]
 
 [[package]]

From fa5496a21aa037722193f2791df490a8bc601b29 Mon Sep 17 00:00:00 2001
From: Tao Chen <taochen@microsoft.com>
Date: Mon, 9 Mar 2026 15:48:20 -0700
Subject: [PATCH 2/5] Address comments

---
 .../packages/core/agent_framework/_agents.py  | 230 +++++++++++++-----
 1 file changed, 174 insertions(+), 56 deletions(-)

diff --git a/python/packages/core/agent_framework/_agents.py b/python/packages/core/agent_framework/_agents.py
index b25f6c7013..520292e2d7 100644
--- a/python/packages/core/agent_framework/_agents.py
+++ b/python/packages/core/agent_framework/_agents.py
@@ -33,7 +33,13 @@
 from ._mcp import LOG_LEVEL_MAPPING, MCPTool
 from ._middleware import AgentMiddlewareLayer, MiddlewareTypes
 from ._serialization import SerializationMixin
-from ._sessions import AgentSession, BaseContextProvider, BaseHistoryProvider, InMemoryHistoryProvider, SessionContext
+from ._sessions import (
+    AgentSession,
+    BaseContextProvider,
+    BaseHistoryProvider,
+    InMemoryHistoryProvider,
+    SessionContext,
+)
 from ._tools import (
     FunctionInvocationLayer,
     FunctionTool,
@@ -271,7 +277,10 @@ def run(
         stream: bool = False,
         session: AgentSession | None = None,
         **kwargs: Any,
-    ) -> Awaitable[AgentResponse[Any]] | ResponseStream[AgentResponseUpdate, AgentResponse[Any]]:
+    ) -> (
+        Awaitable[AgentResponse[Any]]
+        | ResponseStream[AgentResponseUpdate, AgentResponse[Any]]
+    ):
         """Get a response from the agent.
 
         This method can return either a complete response or stream partial updates
@@ -385,16 +394,22 @@ def __init__(
         self.id = id
         self.name = name
         self.description = description
-        self.context_providers: list[BaseContextProvider] = list(context_providers or [])
+        self.context_providers: list[BaseContextProvider] = list(
+            context_providers or []
+        )
         self.middleware: list[MiddlewareTypes] | None = (
             cast(list[MiddlewareTypes], middleware) if middleware is not None else None
         )
 
         # Merge kwargs into additional_properties
-        self.additional_properties: dict[str, Any] = cast(dict[str, Any], additional_properties or {})
+        self.additional_properties: dict[str, Any] = cast(
+            dict[str, Any], additional_properties or {}
+        )
         self.additional_properties.update(kwargs)
 
-    def create_session(self, *, session_id: str | None = None, **kwargs: Any) -> AgentSession:
+    def create_session(
+        self, *, session_id: str | None = None, **kwargs: Any
+    ) -> AgentSession:
         """Create a new lightweight session.
 
         Keyword Args:
@@ -406,7 +421,9 @@ def create_session(self, *, session_id: str | None = None, **kwargs: Any) -> Age
         """
         return AgentSession(session_id=session_id)
 
-    def get_session(self, *, service_session_id: str, session_id: str | None = None, **kwargs: Any) -> AgentSession:
+    def get_session(
+        self, *, service_session_id: str, session_id: str | None = None, **kwargs: Any
+    ) -> AgentSession:
         """Get or create a session for a service-managed session ID.
 
         Args:
@@ -419,7 +436,9 @@ def get_session(self, *, service_session_id: str, session_id: str | None = None,
         Returns:
             A new AgentSession instance with service_session_id set.
         """
-        return AgentSession(session_id=session_id, service_session_id=service_session_id)
+        return AgentSession(
+            session_id=session_id, service_session_id=service_session_id
+        )
 
     async def _run_after_providers(
         self,
@@ -439,7 +458,9 @@ async def _run_after_providers(
 
         for provider in reversed(self.context_providers):
             if provider_session is None:
-                raise RuntimeError("Provider session must be available when context providers are configured.")
+                raise RuntimeError(
+                    "Provider session must be available when context providers are configured."
+                )
             await provider.after_run(
                 agent=self,  # type: ignore[arg-type]
                 session=provider_session,
@@ -501,11 +522,15 @@ def as_tool(
         """
         # Verify that self implements SupportsAgentRun
         if not isinstance(self, SupportsAgentRun):
-            raise TypeError(f"Agent {self.__class__.__name__} must implement SupportsAgentRun to be used as a tool")
+            raise TypeError(
+                f"Agent {self.__class__.__name__} must implement SupportsAgentRun to be used as a tool"
+            )
 
         tool_name = name or _sanitize_agent_name(self.name)
         if tool_name is None:
-            raise ValueError("Agent tool name cannot be None. Either provide a name parameter or set the agent's name.")
+            raise ValueError(
+                "Agent tool name cannot be None. Either provide a name parameter or set the agent's name."
+            )
         tool_description = description or self.description or ""
         argument_description = arg_description or f"Task for {tool_name}"
 
@@ -515,7 +540,9 @@ def as_tool(
         input_model = create_model(model_name, **{arg_name: (str, field_info)})  # type: ignore[call-overload]
 
         # Check if callback is async once, outside the wrapper
-        is_async_callback = stream_callback is not None and inspect.iscoroutinefunction(stream_callback)
+        is_async_callback = stream_callback is not None and inspect.iscoroutinefunction(
+            stream_callback
+        )
 
         async def agent_wrapper(**kwargs: Any) -> str:
             """Wrapper function that calls the agent."""
@@ -527,16 +554,27 @@ async def agent_wrapper(**kwargs: Any) -> str:
 
             # Forward runtime context kwargs, excluding framework-internal keys.
             forwarded_kwargs = {
-                k: v for k, v in kwargs.items() if k not in (arg_name, "conversation_id", "options", "session")
+                k: v
+                for k, v in kwargs.items()
+                if k not in (arg_name, "conversation_id", "options", "session")
             }
 
             if stream_callback is None:
                 # Use non-streaming mode
-                return (await self.run(input_text, stream=False, session=parent_session, **forwarded_kwargs)).text
+                return (
+                    await self.run(
+                        input_text,
+                        stream=False,
+                        session=parent_session,
+                        **forwarded_kwargs,
+                    )
+                ).text
 
             # Use streaming mode - accumulate updates and create final response
             response_updates: list[AgentResponseUpdate] = []
-            async for update in self.run(input_text, stream=True, session=parent_session, **forwarded_kwargs):
+            async for update in self.run(
+                input_text, stream=True, session=parent_session, **forwarded_kwargs
+            ):
                 response_updates.append(update)
                 if is_async_callback:
                     await stream_callback(update)  # type: ignore[misc]
@@ -649,7 +687,10 @@ def __init__(
         id: str | None = None,
         name: str | None = None,
         description: str | None = None,
-        tools: ToolTypes | Callable[..., Any] | Sequence[ToolTypes | Callable[..., Any]] | None = None,
+        tools: ToolTypes
+        | Callable[..., Any]
+        | Sequence[ToolTypes | Callable[..., Any]]
+        | None = None,
         default_options: OptionsCoT | None = None,
         context_providers: Sequence[BaseContextProvider] | None = None,
         **kwargs: Any,
@@ -679,7 +720,9 @@ def __init__(
         """
         opts = dict(default_options) if default_options else {}
 
-        if not isinstance(client, FunctionInvocationLayer) and isinstance(client, BaseChatClient):
+        if not isinstance(client, FunctionInvocationLayer) and isinstance(
+            client, BaseChatClient
+        ):
             logger.warning(
                 "The provided chat client does not support function invoking, this might limit agent capabilities."
             )
@@ -697,17 +740,24 @@ def __init__(
         tools_ = tools if tools is not None else opts.pop("tools", None)
 
         # Handle instructions - named parameter takes precedence over options
-        instructions_ = instructions if instructions is not None else opts.pop("instructions", None)
+        instructions_ = (
+            instructions if instructions is not None else opts.pop("instructions", None)
+        )
 
         # We ignore the MCP Servers here and store them separately,
         # we add their functions to the tools list at runtime
         normalized_tools = normalize_tools(tools_)
-        self.mcp_tools: list[MCPTool] = [tool for tool in normalized_tools if isinstance(tool, MCPTool)]
-        agent_tools = [tool for tool in normalized_tools if not isinstance(tool, MCPTool)]
+        self.mcp_tools: list[MCPTool] = [
+            tool for tool in normalized_tools if isinstance(tool, MCPTool)
+        ]
+        agent_tools = [
+            tool for tool in normalized_tools if not isinstance(tool, MCPTool)
+        ]
 
         # Build chat options dict
         self.default_options: dict[str, Any] = {
-            "model_id": opts.pop("model_id", None) or (getattr(self.client, "model_id", None)),
+            "model_id": opts.pop("model_id", None)
+            or (getattr(self.client, "model_id", None)),
             "allow_multiple_tool_calls": opts.pop("allow_multiple_tool_calls", None),
             "conversation_id": opts.pop("conversation_id", None),
             "frequency_penalty": opts.pop("frequency_penalty", None),
@@ -728,7 +778,9 @@ def __init__(
             **opts,  # Remaining options are provider-specific
         }
         # Remove None values from chat_options
-        self.default_options = {k: v for k, v in self.default_options.items() if v is not None}
+        self.default_options = {
+            k: v for k, v in self.default_options.items() if v is not None
+        }
         self._async_exit_stack = AsyncExitStack()
         self._update_agent_name_and_description()
 
@@ -784,7 +836,10 @@ def run(
         *,
         stream: Literal[False] = ...,
         session: AgentSession | None = None,
-        tools: ToolTypes | Callable[..., Any] | Sequence[ToolTypes | Callable[..., Any]] | None = None,
+        tools: ToolTypes
+        | Callable[..., Any]
+        | Sequence[ToolTypes | Callable[..., Any]]
+        | None = None,
         options: ChatOptions[ResponseModelBoundT],
         **kwargs: Any,
     ) -> Awaitable[AgentResponse[ResponseModelBoundT]]: ...
@@ -796,7 +851,10 @@ def run(
         *,
         stream: Literal[False] = ...,
         session: AgentSession | None = None,
-        tools: ToolTypes | Callable[..., Any] | Sequence[ToolTypes | Callable[..., Any]] | None = None,
+        tools: ToolTypes
+        | Callable[..., Any]
+        | Sequence[ToolTypes | Callable[..., Any]]
+        | None = None,
         options: OptionsCoT | ChatOptions[None] | None = None,
         **kwargs: Any,
     ) -> Awaitable[AgentResponse[Any]]: ...
@@ -808,7 +866,10 @@ def run(
         *,
         stream: Literal[True],
         session: AgentSession | None = None,
-        tools: ToolTypes | Callable[..., Any] | Sequence[ToolTypes | Callable[..., Any]] | None = None,
+        tools: ToolTypes
+        | Callable[..., Any]
+        | Sequence[ToolTypes | Callable[..., Any]]
+        | None = None,
         options: OptionsCoT | ChatOptions[Any] | None = None,
         **kwargs: Any,
     ) -> ResponseStream[AgentResponseUpdate, AgentResponse[Any]]: ...
@@ -819,10 +880,16 @@ def run(
         *,
         stream: bool = False,
         session: AgentSession | None = None,
-        tools: ToolTypes | Callable[..., Any] | Sequence[ToolTypes | Callable[..., Any]] | None = None,
+        tools: ToolTypes
+        | Callable[..., Any]
+        | Sequence[ToolTypes | Callable[..., Any]]
+        | None = None,
         options: OptionsCoT | ChatOptions[Any] | None = None,
         **kwargs: Any,
-    ) -> Awaitable[AgentResponse[Any]] | ResponseStream[AgentResponseUpdate, AgentResponse[Any]]:
+    ) -> (
+        Awaitable[AgentResponse[Any]]
+        | ResponseStream[AgentResponseUpdate, AgentResponse[Any]]
+    ):
         """Run the agent with the given messages and options.
 
         Note:
@@ -873,7 +940,9 @@ async def _run_non_streaming() -> AgentResponse[Any]:
                 )
 
                 if not response:
-                    raise AgentInvalidResponseException("Chat client did not return a response.")
+                    raise AgentInvalidResponseException(
+                        "Chat client did not return a response."
+                    )
 
                 await self._finalize_response(
                     response=response,
@@ -914,7 +983,9 @@ async def _post_hook(response: AgentResponse) -> None:
             # Update thread with conversation_id derived from streaming raw updates.
             # Using response_id here can break function-call continuation for APIs
             # where response IDs are not valid conversation handles.
-            conversation_id = self._extract_conversation_id_from_streaming_response(response)
+            conversation_id = self._extract_conversation_id_from_streaming_response(
+                response
+            )
             # Ensure author names are set for all messages
             for message in response.messages:
                 if message.author_name is None:
@@ -933,9 +1004,13 @@ async def _post_hook(response: AgentResponse) -> None:
                 messages=response.messages,
                 response_id=response.response_id,
             )
-            await self._run_after_providers(session=ctx["session"], context=session_context)
+            await self._run_after_providers(
+                session=ctx["session"], context=session_context
+            )
 
-        async def _get_stream() -> ResponseStream[ChatResponseUpdate, ChatResponse[Any]]:
+        async def _get_stream() -> ResponseStream[
+            ChatResponseUpdate, ChatResponse[Any]
+        ]:
             ctx_holder["ctx"] = await self._prepare_run_context(
                 messages=messages,
                 session=session,
@@ -951,7 +1026,9 @@ async def _get_stream() -> ResponseStream[ChatResponseUpdate, ChatResponse[Any]]
                 **ctx["filtered_kwargs"],
             )
 
-        def _propagate_conversation_id(update: AgentResponseUpdate) -> AgentResponseUpdate:
+        def _propagate_conversation_id(
+            update: AgentResponseUpdate,
+        ) -> AgentResponseUpdate:
             """Eagerly propagate conversation_id to session as updates arrive.
 
             This ensures session.service_session_id is set even when the user
@@ -961,7 +1038,11 @@ def _propagate_conversation_id(update: AgentResponseUpdate) -> AgentResponseUpda
                 return update
             raw = update.raw_representation
             conv_id = getattr(raw, "conversation_id", None) if raw else None
-            if isinstance(conv_id, str) and conv_id and session.service_session_id != conv_id:
+            if (
+                isinstance(conv_id, str)
+                and conv_id
+                and session.service_session_id != conv_id
+            ):
                 session.service_session_id = conv_id
             return update
 
@@ -975,8 +1056,7 @@ def _finalizer(updates: Sequence[AgentResponseUpdate]) -> AgentResponse[Any]:
             return self._finalize_response_updates(updates, response_format=rf)
 
         return (
-            ResponseStream  # type: ignore[reportUnknownMemberType]
-            .from_awaitable(_get_stream())
+            ResponseStream.from_awaitable(_get_stream())  # type: ignore[reportUnknownMemberType]
             .map(
                 transform=partial(
                     map_chat_to_agent_update,
@@ -995,14 +1075,18 @@ def _finalize_response_updates(
         response_format: Any | None = None,
     ) -> AgentResponse[Any]:
         """Finalize response updates into a single AgentResponse."""
-        output_format_type = response_format if isinstance(response_format, type) else None
+        output_format_type = (
+            response_format if isinstance(response_format, type) else None
+        )
         return AgentResponse.from_updates(  # pyright: ignore[reportUnknownVariableType]
             updates,
             output_format_type=output_format_type,
         )
 
     @staticmethod
-    def _extract_conversation_id_from_streaming_response(response: AgentResponse[Any]) -> str | None:
+    def _extract_conversation_id_from_streaming_response(
+        response: AgentResponse[Any],
+    ) -> str | None:
         """Extract conversation_id from streaming raw updates, if present."""
         raw = response.raw_representation
         if raw is None:
@@ -1028,13 +1112,15 @@ async def _prepare_run_context(
         *,
         messages: AgentRunInputs | None,
         session: AgentSession | None,
-        tools: ToolTypes | Callable[..., Any] | Sequence[ToolTypes | Callable[..., Any]] | None,
+        tools: ToolTypes
+        | Callable[..., Any]
+        | Sequence[ToolTypes | Callable[..., Any]]
+        | None,
         options: Mapping[str, Any] | None,
         kwargs: dict[str, Any],
     ) -> _RunContext:
-        opts = dict(options) if options else {}
         # Merge default options with runtime options (runtime takes precedence)
-        opts = {**self.default_options, **opts}
+        opts = _merge_options(self.default_options, dict(options) if options else {})
 
         # Get tools from options or named parameter (named param takes precedence)
         tools_ = tools if tools is not None else opts.pop("tools", None)
@@ -1048,9 +1134,8 @@ async def _prepare_run_context(
             and not self.context_providers
             and not session.service_session_id
             and not opts.get("conversation_id")
-            # `store` takes precedence over client-level storage indicators. If `store` is
-            # explicitly set to False, we won't inject the InMemoryHistoryProvider, even if
-            # the client indicates that stores are used by default.
+            # `store` takes precedence over client-level storage indicators. An explicit
+            # `store=False` forces local (in-memory) history injection, even if the client
             and not opts.get("store", getattr(self.client, "STORES_BY_DEFAULT", False))
         ):
             self.context_providers.append(InMemoryHistoryProvider())
@@ -1079,15 +1164,21 @@ async def _prepare_run_context(
             else:
                 final_tools.append(tool)  # type: ignore
 
-        existing_names = {name for t in final_tools if (name := _get_tool_name(t)) is not None}
+        existing_names = {
+            name for t in final_tools if (name := _get_tool_name(t)) is not None
+        }
         for mcp_server in self.mcp_tools:
             if not mcp_server.is_connected:
                 await self._async_exit_stack.enter_async_context(mcp_server)
-            final_tools.extend(f for f in mcp_server.functions if f.name not in existing_names)
+            final_tools.extend(
+                f for f in mcp_server.functions if f.name not in existing_names
+            )
 
         # Merge runtime kwargs into additional_function_arguments so they're available
         # in function middleware context and tool invocation.
-        existing_additional_args: dict[str, Any] = opts.pop("additional_function_arguments", None) or {}
+        existing_additional_args: dict[str, Any] = (
+            opts.pop("additional_function_arguments", None) or {}
+        )
         additional_function_arguments = {**kwargs, **existing_additional_args}
         # Include session so as_tool() wrappers with propagate_session=True can access it.
         if active_session is not None:
@@ -1122,13 +1213,17 @@ async def _prepare_run_context(
         co = _merge_options(chat_options, run_opts)
 
         # Build session_messages from session context: context messages + input messages
-        session_messages: list[Message] = session_context.get_messages(include_input=True)
+        session_messages: list[Message] = session_context.get_messages(
+            include_input=True
+        )
 
         # Ensure session is forwarded in kwargs for tool invocation
         finalize_kwargs = dict(kwargs)
         finalize_kwargs["session"] = active_session
         # Filter chat_options from kwargs to prevent duplicate keyword argument
-        filtered_kwargs = {k: v for k, v in finalize_kwargs.items() if k != "chat_options"}
+        filtered_kwargs = {
+            k: v for k, v in finalize_kwargs.items() if k != "chat_options"
+        }
 
         return {
             "session": active_session,
@@ -1164,7 +1259,11 @@ async def _finalize_response(
         # Propagate conversation_id back to session (e.g. thread ID from Assistants API).
         # For Responses-style APIs this can rotate every turn (response_id-based continuation),
         # so refresh when a newer value is returned.
-        if session and response.conversation_id and session.service_session_id != response.conversation_id:
+        if (
+            session
+            and response.conversation_id
+            and session.service_session_id != response.conversation_id
+        ):
             session.service_session_id = response.conversation_id
 
         # Set the response on the context for after_run providers
@@ -1215,7 +1314,9 @@ async def _prepare_session_and_messages(
 
         session_context = SessionContext(
             session_id=provider_session.session_id if provider_session else None,
-            service_session_id=provider_session.service_session_id if provider_session else None,
+            service_session_id=provider_session.service_session_id
+            if provider_session
+            else None,
             input_messages=input_messages or [],
             options=options or {},
         )
@@ -1225,7 +1326,9 @@ async def _prepare_session_and_messages(
             if isinstance(provider, BaseHistoryProvider) and not provider.load_messages:
                 continue
             if provider_session is None:
-                raise RuntimeError("Provider session must be available when context providers are configured.")
+                raise RuntimeError(
+                    "Provider session must be available when context providers are configured."
+                )
             await provider.before_run(
                 agent=self,  # type: ignore[arg-type]
                 session=provider_session,
@@ -1244,7 +1347,9 @@ async def _prepare_session_and_messages(
         if session_context.instructions:
             combined_instructions = "\n".join(session_context.instructions)
             if "instructions" in chat_options:
-                chat_options["instructions"] = f"{chat_options['instructions']}\n{combined_instructions}"
+                chat_options["instructions"] = (
+                    f"{chat_options['instructions']}\n{combined_instructions}"
+                )
             else:
                 chat_options["instructions"] = combined_instructions
 
@@ -1256,7 +1361,8 @@ def as_mcp_server(
         server_name: str = "Agent",
         version: str | None = None,
         instructions: str | None = None,
-        lifespan: Callable[[Server[Any]], AbstractAsyncContextManager[Any]] | None = None,
+        lifespan: Callable[[Server[Any]], AbstractAsyncContextManager[Any]]
+        | None = None,
         **kwargs: Any,
     ) -> Server[Any]:
         """Create an MCP server from an agent instance.
@@ -1294,7 +1400,9 @@ async def _log(level: types.LoggingLevel, data: Any) -> None:
             logger.log(LOG_LEVEL_MAPPING[level], data)
             if server and server.request_context and server.request_context.session:
                 try:
-                    await server.request_context.session.send_log_message(level=level, data=data)
+                    await server.request_context.session.send_log_message(
+                        level=level, data=data
+                    )
                 except Exception as e:
                     logger.error("Failed to send log message to server: %s", e)
 
@@ -1315,7 +1423,12 @@ async def _list_tools() -> list[types.Tool]:  # type: ignore
         @server.call_tool()  # type: ignore
         async def _call_tool(  # type: ignore
             name: str, arguments: dict[str, Any]
-        ) -> Sequence[types.TextContent | types.ImageContent | types.AudioContent | types.EmbeddedResource]:
+        ) -> Sequence[
+            types.TextContent
+            | types.ImageContent
+            | types.AudioContent
+            | types.EmbeddedResource
+        ]:
             """Call a tool in the agent."""
             await _log(level="debug", data=f"Calling tool with args: {arguments}")
 
@@ -1330,7 +1443,9 @@ async def _call_tool(  # type: ignore
             # Create an instance of the input model with the arguments
             try:
                 args_instance: BaseModel | dict[str, Any] = (
-                    agent_tool.input_model(**arguments) if agent_tool.input_model is not None else arguments
+                    agent_tool.input_model(**arguments)
+                    if agent_tool.input_model is not None
+                    else arguments
                 )
                 result = await agent_tool.invoke(arguments=args_instance)
             except Exception as e:
@@ -1388,7 +1503,10 @@ def __init__(
         id: str | None = None,
         name: str | None = None,
         description: str | None = None,
-        tools: ToolTypes | Callable[..., Any] | Sequence[ToolTypes | Callable[..., Any]] | None = None,
+        tools: ToolTypes
+        | Callable[..., Any]
+        | Sequence[ToolTypes | Callable[..., Any]]
+        | None = None,
         default_options: OptionsCoT | None = None,
         context_providers: Sequence[BaseContextProvider] | None = None,
         middleware: Sequence[MiddlewareTypes] | None = None,

From fbcc6830ab3c3157066b404e5fc2f2296b01802c Mon Sep 17 00:00:00 2001
From: Tao Chen <taochen@microsoft.com>
Date: Mon, 9 Mar 2026 16:25:49 -0700
Subject: [PATCH 3/5] Fix unit tests

---
 python/packages/core/agent_framework/_agents.py | 6 +++++-
 1 file changed, 5 insertions(+), 1 deletion(-)

diff --git a/python/packages/core/agent_framework/_agents.py b/python/packages/core/agent_framework/_agents.py
index 520292e2d7..03059163ee 100644
--- a/python/packages/core/agent_framework/_agents.py
+++ b/python/packages/core/agent_framework/_agents.py
@@ -1123,7 +1123,10 @@ async def _prepare_run_context(
         opts = _merge_options(self.default_options, dict(options) if options else {})
 
         # Get tools from options or named parameter (named param takes precedence)
-        tools_ = tools if tools is not None else opts.pop("tools", None)
+        # Remove tools from options to prevent overwrite merged tools list later when
+        # we merge opts into chat_options
+        options_tools = opts.pop("tools", None)
+        tools_ = tools if tools is not None else options_tools
 
         input_messages = normalize_messages(messages)
 
@@ -1136,6 +1139,7 @@ async def _prepare_run_context(
             and not opts.get("conversation_id")
             # `store` takes precedence over client-level storage indicators. An explicit
             # `store=False` forces local (in-memory) history injection, even if the client
+            # is configured to use service-side storage by default.
             and not opts.get("store", getattr(self.client, "STORES_BY_DEFAULT", False))
         ):
             self.context_providers.append(InMemoryHistoryProvider())

From df1008b4da373ca6e309b2ff43f6fae157cc065d Mon Sep 17 00:00:00 2001
From: Tao Chen <taochen@microsoft.com>
Date: Tue, 10 Mar 2026 09:41:24 -0700
Subject: [PATCH 4/5] Fix integration tests

---
 .../packages/core/agent_framework/_agents.py  | 216 +++++-------------
 1 file changed, 56 insertions(+), 160 deletions(-)

diff --git a/python/packages/core/agent_framework/_agents.py b/python/packages/core/agent_framework/_agents.py
index 03059163ee..5f21698766 100644
--- a/python/packages/core/agent_framework/_agents.py
+++ b/python/packages/core/agent_framework/_agents.py
@@ -277,10 +277,7 @@ def run(
         stream: bool = False,
         session: AgentSession | None = None,
         **kwargs: Any,
-    ) -> (
-        Awaitable[AgentResponse[Any]]
-        | ResponseStream[AgentResponseUpdate, AgentResponse[Any]]
-    ):
+    ) -> Awaitable[AgentResponse[Any]] | ResponseStream[AgentResponseUpdate, AgentResponse[Any]]:
         """Get a response from the agent.
 
         This method can return either a complete response or stream partial updates
@@ -394,22 +391,16 @@ def __init__(
         self.id = id
         self.name = name
         self.description = description
-        self.context_providers: list[BaseContextProvider] = list(
-            context_providers or []
-        )
+        self.context_providers: list[BaseContextProvider] = list(context_providers or [])
         self.middleware: list[MiddlewareTypes] | None = (
             cast(list[MiddlewareTypes], middleware) if middleware is not None else None
         )
 
         # Merge kwargs into additional_properties
-        self.additional_properties: dict[str, Any] = cast(
-            dict[str, Any], additional_properties or {}
-        )
+        self.additional_properties: dict[str, Any] = cast(dict[str, Any], additional_properties or {})
         self.additional_properties.update(kwargs)
 
-    def create_session(
-        self, *, session_id: str | None = None, **kwargs: Any
-    ) -> AgentSession:
+    def create_session(self, *, session_id: str | None = None, **kwargs: Any) -> AgentSession:
         """Create a new lightweight session.
 
         Keyword Args:
@@ -421,9 +412,7 @@ def create_session(
         """
         return AgentSession(session_id=session_id)
 
-    def get_session(
-        self, *, service_session_id: str, session_id: str | None = None, **kwargs: Any
-    ) -> AgentSession:
+    def get_session(self, *, service_session_id: str, session_id: str | None = None, **kwargs: Any) -> AgentSession:
         """Get or create a session for a service-managed session ID.
 
         Args:
@@ -436,9 +425,7 @@ def get_session(
         Returns:
             A new AgentSession instance with service_session_id set.
         """
-        return AgentSession(
-            session_id=session_id, service_session_id=service_session_id
-        )
+        return AgentSession(session_id=session_id, service_session_id=service_session_id)
 
     async def _run_after_providers(
         self,
@@ -458,9 +445,7 @@ async def _run_after_providers(
 
         for provider in reversed(self.context_providers):
             if provider_session is None:
-                raise RuntimeError(
-                    "Provider session must be available when context providers are configured."
-                )
+                raise RuntimeError("Provider session must be available when context providers are configured.")
             await provider.after_run(
                 agent=self,  # type: ignore[arg-type]
                 session=provider_session,
@@ -522,15 +507,11 @@ def as_tool(
         """
         # Verify that self implements SupportsAgentRun
         if not isinstance(self, SupportsAgentRun):
-            raise TypeError(
-                f"Agent {self.__class__.__name__} must implement SupportsAgentRun to be used as a tool"
-            )
+            raise TypeError(f"Agent {self.__class__.__name__} must implement SupportsAgentRun to be used as a tool")
 
         tool_name = name or _sanitize_agent_name(self.name)
         if tool_name is None:
-            raise ValueError(
-                "Agent tool name cannot be None. Either provide a name parameter or set the agent's name."
-            )
+            raise ValueError("Agent tool name cannot be None. Either provide a name parameter or set the agent's name.")
         tool_description = description or self.description or ""
         argument_description = arg_description or f"Task for {tool_name}"
 
@@ -540,9 +521,7 @@ def as_tool(
         input_model = create_model(model_name, **{arg_name: (str, field_info)})  # type: ignore[call-overload]
 
         # Check if callback is async once, outside the wrapper
-        is_async_callback = stream_callback is not None and inspect.iscoroutinefunction(
-            stream_callback
-        )
+        is_async_callback = stream_callback is not None and inspect.iscoroutinefunction(stream_callback)
 
         async def agent_wrapper(**kwargs: Any) -> str:
             """Wrapper function that calls the agent."""
@@ -554,9 +533,7 @@ async def agent_wrapper(**kwargs: Any) -> str:
 
             # Forward runtime context kwargs, excluding framework-internal keys.
             forwarded_kwargs = {
-                k: v
-                for k, v in kwargs.items()
-                if k not in (arg_name, "conversation_id", "options", "session")
+                k: v for k, v in kwargs.items() if k not in (arg_name, "conversation_id", "options", "session")
             }
 
             if stream_callback is None:
@@ -572,9 +549,7 @@ async def agent_wrapper(**kwargs: Any) -> str:
 
             # Use streaming mode - accumulate updates and create final response
             response_updates: list[AgentResponseUpdate] = []
-            async for update in self.run(
-                input_text, stream=True, session=parent_session, **forwarded_kwargs
-            ):
+            async for update in self.run(input_text, stream=True, session=parent_session, **forwarded_kwargs):
                 response_updates.append(update)
                 if is_async_callback:
                     await stream_callback(update)  # type: ignore[misc]
@@ -687,10 +662,7 @@ def __init__(
         id: str | None = None,
         name: str | None = None,
         description: str | None = None,
-        tools: ToolTypes
-        | Callable[..., Any]
-        | Sequence[ToolTypes | Callable[..., Any]]
-        | None = None,
+        tools: ToolTypes | Callable[..., Any] | Sequence[ToolTypes | Callable[..., Any]] | None = None,
         default_options: OptionsCoT | None = None,
         context_providers: Sequence[BaseContextProvider] | None = None,
         **kwargs: Any,
@@ -720,9 +692,7 @@ def __init__(
         """
         opts = dict(default_options) if default_options else {}
 
-        if not isinstance(client, FunctionInvocationLayer) and isinstance(
-            client, BaseChatClient
-        ):
+        if not isinstance(client, FunctionInvocationLayer) and isinstance(client, BaseChatClient):
             logger.warning(
                 "The provided chat client does not support function invoking, this might limit agent capabilities."
             )
@@ -740,24 +710,17 @@ def __init__(
         tools_ = tools if tools is not None else opts.pop("tools", None)
 
         # Handle instructions - named parameter takes precedence over options
-        instructions_ = (
-            instructions if instructions is not None else opts.pop("instructions", None)
-        )
+        instructions_ = instructions if instructions is not None else opts.pop("instructions", None)
 
         # We ignore the MCP Servers here and store them separately,
         # we add their functions to the tools list at runtime
         normalized_tools = normalize_tools(tools_)
-        self.mcp_tools: list[MCPTool] = [
-            tool for tool in normalized_tools if isinstance(tool, MCPTool)
-        ]
-        agent_tools = [
-            tool for tool in normalized_tools if not isinstance(tool, MCPTool)
-        ]
+        self.mcp_tools: list[MCPTool] = [tool for tool in normalized_tools if isinstance(tool, MCPTool)]
+        agent_tools = [tool for tool in normalized_tools if not isinstance(tool, MCPTool)]
 
         # Build chat options dict
         self.default_options: dict[str, Any] = {
-            "model_id": opts.pop("model_id", None)
-            or (getattr(self.client, "model_id", None)),
+            "model_id": opts.pop("model_id", None) or (getattr(self.client, "model_id", None)),
             "allow_multiple_tool_calls": opts.pop("allow_multiple_tool_calls", None),
             "conversation_id": opts.pop("conversation_id", None),
             "frequency_penalty": opts.pop("frequency_penalty", None),
@@ -778,9 +741,7 @@ def __init__(
             **opts,  # Remaining options are provider-specific
         }
         # Remove None values from chat_options
-        self.default_options = {
-            k: v for k, v in self.default_options.items() if v is not None
-        }
+        self.default_options = {k: v for k, v in self.default_options.items() if v is not None}
         self._async_exit_stack = AsyncExitStack()
         self._update_agent_name_and_description()
 
@@ -836,10 +797,7 @@ def run(
         *,
         stream: Literal[False] = ...,
         session: AgentSession | None = None,
-        tools: ToolTypes
-        | Callable[..., Any]
-        | Sequence[ToolTypes | Callable[..., Any]]
-        | None = None,
+        tools: ToolTypes | Callable[..., Any] | Sequence[ToolTypes | Callable[..., Any]] | None = None,
         options: ChatOptions[ResponseModelBoundT],
         **kwargs: Any,
     ) -> Awaitable[AgentResponse[ResponseModelBoundT]]: ...
@@ -851,10 +809,7 @@ def run(
         *,
         stream: Literal[False] = ...,
         session: AgentSession | None = None,
-        tools: ToolTypes
-        | Callable[..., Any]
-        | Sequence[ToolTypes | Callable[..., Any]]
-        | None = None,
+        tools: ToolTypes | Callable[..., Any] | Sequence[ToolTypes | Callable[..., Any]] | None = None,
         options: OptionsCoT | ChatOptions[None] | None = None,
         **kwargs: Any,
     ) -> Awaitable[AgentResponse[Any]]: ...
@@ -866,10 +821,7 @@ def run(
         *,
         stream: Literal[True],
         session: AgentSession | None = None,
-        tools: ToolTypes
-        | Callable[..., Any]
-        | Sequence[ToolTypes | Callable[..., Any]]
-        | None = None,
+        tools: ToolTypes | Callable[..., Any] | Sequence[ToolTypes | Callable[..., Any]] | None = None,
         options: OptionsCoT | ChatOptions[Any] | None = None,
         **kwargs: Any,
     ) -> ResponseStream[AgentResponseUpdate, AgentResponse[Any]]: ...
@@ -880,16 +832,10 @@ def run(
         *,
         stream: bool = False,
         session: AgentSession | None = None,
-        tools: ToolTypes
-        | Callable[..., Any]
-        | Sequence[ToolTypes | Callable[..., Any]]
-        | None = None,
+        tools: ToolTypes | Callable[..., Any] | Sequence[ToolTypes | Callable[..., Any]] | None = None,
         options: OptionsCoT | ChatOptions[Any] | None = None,
         **kwargs: Any,
-    ) -> (
-        Awaitable[AgentResponse[Any]]
-        | ResponseStream[AgentResponseUpdate, AgentResponse[Any]]
-    ):
+    ) -> Awaitable[AgentResponse[Any]] | ResponseStream[AgentResponseUpdate, AgentResponse[Any]]:
         """Run the agent with the given messages and options.
 
         Note:
@@ -940,9 +886,7 @@ async def _run_non_streaming() -> AgentResponse[Any]:
                 )
 
                 if not response:
-                    raise AgentInvalidResponseException(
-                        "Chat client did not return a response."
-                    )
+                    raise AgentInvalidResponseException("Chat client did not return a response.")
 
                 await self._finalize_response(
                     response=response,
@@ -983,9 +927,7 @@ async def _post_hook(response: AgentResponse) -> None:
             # Update thread with conversation_id derived from streaming raw updates.
             # Using response_id here can break function-call continuation for APIs
             # where response IDs are not valid conversation handles.
-            conversation_id = self._extract_conversation_id_from_streaming_response(
-                response
-            )
+            conversation_id = self._extract_conversation_id_from_streaming_response(response)
             # Ensure author names are set for all messages
             for message in response.messages:
                 if message.author_name is None:
@@ -1004,13 +946,9 @@ async def _post_hook(response: AgentResponse) -> None:
                 messages=response.messages,
                 response_id=response.response_id,
             )
-            await self._run_after_providers(
-                session=ctx["session"], context=session_context
-            )
+            await self._run_after_providers(session=ctx["session"], context=session_context)
 
-        async def _get_stream() -> ResponseStream[
-            ChatResponseUpdate, ChatResponse[Any]
-        ]:
+        async def _get_stream() -> ResponseStream[ChatResponseUpdate, ChatResponse[Any]]:
             ctx_holder["ctx"] = await self._prepare_run_context(
                 messages=messages,
                 session=session,
@@ -1038,11 +976,7 @@ def _propagate_conversation_id(
                 return update
             raw = update.raw_representation
             conv_id = getattr(raw, "conversation_id", None) if raw else None
-            if (
-                isinstance(conv_id, str)
-                and conv_id
-                and session.service_session_id != conv_id
-            ):
+            if isinstance(conv_id, str) and conv_id and session.service_session_id != conv_id:
                 session.service_session_id = conv_id
             return update
 
@@ -1056,7 +990,8 @@ def _finalizer(updates: Sequence[AgentResponseUpdate]) -> AgentResponse[Any]:
             return self._finalize_response_updates(updates, response_format=rf)
 
         return (
-            ResponseStream.from_awaitable(_get_stream())  # type: ignore[reportUnknownMemberType]
+            ResponseStream
+            .from_awaitable(_get_stream())  # type: ignore[reportUnknownMemberType]
             .map(
                 transform=partial(
                     map_chat_to_agent_update,
@@ -1075,9 +1010,7 @@ def _finalize_response_updates(
         response_format: Any | None = None,
     ) -> AgentResponse[Any]:
         """Finalize response updates into a single AgentResponse."""
-        output_format_type = (
-            response_format if isinstance(response_format, type) else None
-        )
+        output_format_type = response_format if isinstance(response_format, type) else None
         return AgentResponse.from_updates(  # pyright: ignore[reportUnknownVariableType]
             updates,
             output_format_type=output_format_type,
@@ -1112,24 +1045,23 @@ async def _prepare_run_context(
         *,
         messages: AgentRunInputs | None,
         session: AgentSession | None,
-        tools: ToolTypes
-        | Callable[..., Any]
-        | Sequence[ToolTypes | Callable[..., Any]]
-        | None,
+        tools: ToolTypes | Callable[..., Any] | Sequence[ToolTypes | Callable[..., Any]] | None,
         options: Mapping[str, Any] | None,
         kwargs: dict[str, Any],
     ) -> _RunContext:
-        # Merge default options with runtime options (runtime takes precedence)
-        opts = _merge_options(self.default_options, dict(options) if options else {})
+        opts = dict(options) if options else {}
 
         # Get tools from options or named parameter (named param takes precedence)
-        # Remove tools from options to prevent overwrite merged tools list later when
-        # we merge opts into chat_options
-        options_tools = opts.pop("tools", None)
-        tools_ = tools if tools is not None else options_tools
+        tools_ = tools if tools is not None else opts.pop("tools", None)
 
         input_messages = normalize_messages(messages)
 
+        # `store` in runtime or agent options takes precedence over client-level storage
+        # indicators. An explicit `store=False` forces local (in-memory) history injection,
+        # even if the client is configured to use service-side storage by default.
+        store_ = opts.get(
+            "store", getattr(self.default_options, "store", getattr(self.client, "STORES_BY_DEFAULT", False))
+        )
         # Auto-inject InMemoryHistoryProvider when session is provided, no context providers
         # registered, and no service-side storage indicators
         if (
@@ -1137,10 +1069,7 @@ async def _prepare_run_context(
             and not self.context_providers
             and not session.service_session_id
             and not opts.get("conversation_id")
-            # `store` takes precedence over client-level storage indicators. An explicit
-            # `store=False` forces local (in-memory) history injection, even if the client
-            # is configured to use service-side storage by default.
-            and not opts.get("store", getattr(self.client, "STORES_BY_DEFAULT", False))
+            and not store_
         ):
             self.context_providers.append(InMemoryHistoryProvider())
 
@@ -1168,21 +1097,15 @@ async def _prepare_run_context(
             else:
                 final_tools.append(tool)  # type: ignore
 
-        existing_names = {
-            name for t in final_tools if (name := _get_tool_name(t)) is not None
-        }
+        existing_names = {name for t in final_tools if (name := _get_tool_name(t)) is not None}
         for mcp_server in self.mcp_tools:
             if not mcp_server.is_connected:
                 await self._async_exit_stack.enter_async_context(mcp_server)
-            final_tools.extend(
-                f for f in mcp_server.functions if f.name not in existing_names
-            )
+            final_tools.extend(f for f in mcp_server.functions if f.name not in existing_names)
 
         # Merge runtime kwargs into additional_function_arguments so they're available
         # in function middleware context and tool invocation.
-        existing_additional_args: dict[str, Any] = (
-            opts.pop("additional_function_arguments", None) or {}
-        )
+        existing_additional_args: dict[str, Any] = opts.pop("additional_function_arguments", None) or {}
         additional_function_arguments = {**kwargs, **existing_additional_args}
         # Include session so as_tool() wrappers with propagate_session=True can access it.
         if active_session is not None:
@@ -1217,17 +1140,13 @@ async def _prepare_run_context(
         co = _merge_options(chat_options, run_opts)
 
         # Build session_messages from session context: context messages + input messages
-        session_messages: list[Message] = session_context.get_messages(
-            include_input=True
-        )
+        session_messages: list[Message] = session_context.get_messages(include_input=True)
 
         # Ensure session is forwarded in kwargs for tool invocation
         finalize_kwargs = dict(kwargs)
         finalize_kwargs["session"] = active_session
         # Filter chat_options from kwargs to prevent duplicate keyword argument
-        filtered_kwargs = {
-            k: v for k, v in finalize_kwargs.items() if k != "chat_options"
-        }
+        filtered_kwargs = {k: v for k, v in finalize_kwargs.items() if k != "chat_options"}
 
         return {
             "session": active_session,
@@ -1263,11 +1182,7 @@ async def _finalize_response(
         # Propagate conversation_id back to session (e.g. thread ID from Assistants API).
         # For Responses-style APIs this can rotate every turn (response_id-based continuation),
         # so refresh when a newer value is returned.
-        if (
-            session
-            and response.conversation_id
-            and session.service_session_id != response.conversation_id
-        ):
+        if session and response.conversation_id and session.service_session_id != response.conversation_id:
             session.service_session_id = response.conversation_id
 
         # Set the response on the context for after_run providers
@@ -1318,9 +1233,7 @@ async def _prepare_session_and_messages(
 
         session_context = SessionContext(
             session_id=provider_session.session_id if provider_session else None,
-            service_session_id=provider_session.service_session_id
-            if provider_session
-            else None,
+            service_session_id=provider_session.service_session_id if provider_session else None,
             input_messages=input_messages or [],
             options=options or {},
         )
@@ -1330,9 +1243,7 @@ async def _prepare_session_and_messages(
             if isinstance(provider, BaseHistoryProvider) and not provider.load_messages:
                 continue
             if provider_session is None:
-                raise RuntimeError(
-                    "Provider session must be available when context providers are configured."
-                )
+                raise RuntimeError("Provider session must be available when context providers are configured.")
             await provider.before_run(
                 agent=self,  # type: ignore[arg-type]
                 session=provider_session,
@@ -1351,9 +1262,7 @@ async def _prepare_session_and_messages(
         if session_context.instructions:
             combined_instructions = "\n".join(session_context.instructions)
             if "instructions" in chat_options:
-                chat_options["instructions"] = (
-                    f"{chat_options['instructions']}\n{combined_instructions}"
-                )
+                chat_options["instructions"] = f"{chat_options['instructions']}\n{combined_instructions}"
             else:
                 chat_options["instructions"] = combined_instructions
 
@@ -1365,8 +1274,7 @@ def as_mcp_server(
         server_name: str = "Agent",
         version: str | None = None,
         instructions: str | None = None,
-        lifespan: Callable[[Server[Any]], AbstractAsyncContextManager[Any]]
-        | None = None,
+        lifespan: Callable[[Server[Any]], AbstractAsyncContextManager[Any]] | None = None,
         **kwargs: Any,
     ) -> Server[Any]:
         """Create an MCP server from an agent instance.
@@ -1404,9 +1312,7 @@ async def _log(level: types.LoggingLevel, data: Any) -> None:
             logger.log(LOG_LEVEL_MAPPING[level], data)
             if server and server.request_context and server.request_context.session:
                 try:
-                    await server.request_context.session.send_log_message(
-                        level=level, data=data
-                    )
+                    await server.request_context.session.send_log_message(level=level, data=data)
                 except Exception as e:
                     logger.error("Failed to send log message to server: %s", e)
 
@@ -1427,12 +1333,7 @@ async def _list_tools() -> list[types.Tool]:  # type: ignore
         @server.call_tool()  # type: ignore
         async def _call_tool(  # type: ignore
             name: str, arguments: dict[str, Any]
-        ) -> Sequence[
-            types.TextContent
-            | types.ImageContent
-            | types.AudioContent
-            | types.EmbeddedResource
-        ]:
+        ) -> Sequence[types.TextContent | types.ImageContent | types.AudioContent | types.EmbeddedResource]:
             """Call a tool in the agent."""
             await _log(level="debug", data=f"Calling tool with args: {arguments}")
 
@@ -1447,9 +1348,7 @@ async def _call_tool(  # type: ignore
             # Create an instance of the input model with the arguments
             try:
                 args_instance: BaseModel | dict[str, Any] = (
-                    agent_tool.input_model(**arguments)
-                    if agent_tool.input_model is not None
-                    else arguments
+                    agent_tool.input_model(**arguments) if agent_tool.input_model is not None else arguments
                 )
                 result = await agent_tool.invoke(arguments=args_instance)
             except Exception as e:
@@ -1507,10 +1406,7 @@ def __init__(
         id: str | None = None,
         name: str | None = None,
         description: str | None = None,
-        tools: ToolTypes
-        | Callable[..., Any]
-        | Sequence[ToolTypes | Callable[..., Any]]
-        | None = None,
+        tools: ToolTypes | Callable[..., Any] | Sequence[ToolTypes | Callable[..., Any]] | None = None,
         default_options: OptionsCoT | None = None,
         context_providers: Sequence[BaseContextProvider] | None = None,
         middleware: Sequence[MiddlewareTypes] | None = None,

From 1a705483d8107065e9b60d63a6ed586446e61a45 Mon Sep 17 00:00:00 2001
From: Tao Chen <taochen@microsoft.com>
Date: Tue, 10 Mar 2026 10:45:03 -0700
Subject: [PATCH 5/5] Fix tests

---
 .../packages/core/agent_framework/_agents.py  |   4 +-
 .../packages/core/tests/core/test_agents.py   | 118 +++++++-----------
 2 files changed, 49 insertions(+), 73 deletions(-)

diff --git a/python/packages/core/agent_framework/_agents.py b/python/packages/core/agent_framework/_agents.py
index 5f21698766..5cf7ff78a2 100644
--- a/python/packages/core/agent_framework/_agents.py
+++ b/python/packages/core/agent_framework/_agents.py
@@ -1059,9 +1059,7 @@ async def _prepare_run_context(
         # `store` in runtime or agent options takes precedence over client-level storage
         # indicators. An explicit `store=False` forces local (in-memory) history injection,
         # even if the client is configured to use service-side storage by default.
-        store_ = opts.get(
-            "store", getattr(self.default_options, "store", getattr(self.client, "STORES_BY_DEFAULT", False))
-        )
+        store_ = opts.get("store", self.default_options.get("store", getattr(self.client, "STORES_BY_DEFAULT", False)))
         # Auto-inject InMemoryHistoryProvider when session is provided, no context providers
         # registered, and no service-side storage indicators
         if (
diff --git a/python/packages/core/tests/core/test_agents.py b/python/packages/core/tests/core/test_agents.py
index cc331b09c5..a60e924387 100644
--- a/python/packages/core/tests/core/test_agents.py
+++ b/python/packages/core/tests/core/test_agents.py
@@ -7,6 +7,8 @@
 from uuid import uuid4
 
 import pytest
+from pytest import raises
+
 from agent_framework import (
     Agent,
     AgentResponse,
@@ -25,7 +27,6 @@
 )
 from agent_framework._agents import _get_tool_name, _merge_options, _sanitize_agent_name
 from agent_framework._mcp import MCPTool
-from pytest import raises
 
 
 def test_agent_session_type(agent_session: AgentSession) -> None:
@@ -220,9 +221,7 @@ async def test_chat_client_agent_run_with_session(
     chat_client_base: SupportsChatGetResponse,
 ) -> None:
     mock_response = ChatResponse(
-        messages=[
-            Message(role="assistant", contents=[Content.from_text("test response")])
-        ],
+        messages=[Message(role="assistant", contents=[Content.from_text("test response")])],
         conversation_id="123",
     )
     chat_client_base.run_responses = [mock_response]
@@ -243,9 +242,7 @@ async def test_chat_client_agent_updates_existing_session_id_non_streaming(
 ) -> None:
     chat_client_base.run_responses = [
         ChatResponse(
-            messages=[
-                Message(role="assistant", contents=[Content.from_text("test response")])
-            ],
+            messages=[Message(role="assistant", contents=[Content.from_text("test response")])],
             conversation_id="resp_new_123",
         )
     ]
@@ -412,9 +409,7 @@ async def test_chat_client_agent_streaming_session_history_saved_without_get_fin
     async for _ in agent.run("My name is Alice", session=session, stream=True):
         pass
 
-    chat_messages: list[Message] = session.state.get(
-        InMemoryHistoryProvider.DEFAULT_SOURCE_ID, {}
-    ).get("messages", [])
+    chat_messages: list[Message] = session.state.get(InMemoryHistoryProvider.DEFAULT_SOURCE_ID, {}).get("messages", [])
     assert len(chat_messages) == 2
     assert chat_messages[0].text == "My name is Alice"
     assert chat_messages[1].text == "Hello Alice!"
@@ -433,9 +428,7 @@ async def test_chat_client_agent_update_session_messages(
 
     assert session.service_session_id is None
 
-    chat_messages: list[Message] = session.state.get(
-        InMemoryHistoryProvider.DEFAULT_SOURCE_ID, {}
-    ).get("messages", [])
+    chat_messages: list[Message] = session.state.get(InMemoryHistoryProvider.DEFAULT_SOURCE_ID, {}).get("messages", [])
 
     assert chat_messages is not None
     assert len(chat_messages) == 2
@@ -507,16 +500,12 @@ def __init__(self, messages: list[Message] | None = None) -> None:
         self.new_messages: list[Message] = []
         self.last_service_session_id: str | None = None
 
-    async def before_run(
-        self, *, agent: Any, session: Any, context: Any, state: Any
-    ) -> None:
+    async def before_run(self, *, agent: Any, session: Any, context: Any, state: Any) -> None:
         self.before_run_called = True
         if self.context_messages:
             context.extend_messages(self, self.context_messages)
 
-    async def after_run(
-        self, *, agent: Any, session: Any, context: Any, state: Any
-    ) -> None:
+    async def after_run(self, *, agent: Any, session: Any, context: Any, state: Any) -> None:
         self.after_run_called = True
         if session:
             self.last_service_session_id = session.service_session_id
@@ -529,9 +518,7 @@ async def test_chat_agent_context_providers_model_before_run(
     client: SupportsChatGetResponse,
 ) -> None:
     """Test that context providers' before_run is called during agent run."""
-    mock_provider = MockContextProvider(
-        messages=[Message(role="system", text="Test context instructions")]
-    )
+    mock_provider = MockContextProvider(messages=[Message(role="system", text="Test context instructions")])
     agent = Agent(client=client, context_providers=[mock_provider])
 
     await agent.run("Hello")
@@ -546,9 +533,7 @@ async def test_chat_agent_context_providers_after_run(
     mock_provider = MockContextProvider()
     chat_client_base.run_responses = [
         ChatResponse(
-            messages=[
-                Message(role="assistant", contents=[Content.from_text("test response")])
-            ],
+            messages=[Message(role="assistant", contents=[Content.from_text("test response")])],
             conversation_id="test-thread-id",
         )
     ]
@@ -580,9 +565,7 @@ async def test_chat_agent_context_instructions_in_messages(
     client: SupportsChatGetResponse,
 ) -> None:
     """Test that AI context instructions are included in messages."""
-    mock_provider = MockContextProvider(
-        messages=[Message(role="system", text="Context-specific instructions")]
-    )
+    mock_provider = MockContextProvider(messages=[Message(role="system", text="Context-specific instructions")])
     agent = Agent(
         client=client,
         instructions="Agent instructions",
@@ -630,9 +613,7 @@ async def test_chat_agent_run_stream_context_providers(
     client: SupportsChatGetResponse,
 ) -> None:
     """Test that context providers work with run method."""
-    mock_provider = MockContextProvider(
-        messages=[Message(role="system", text="Stream context instructions")]
-    )
+    mock_provider = MockContextProvider(messages=[Message(role="system", text="Stream context instructions")])
     agent = Agent(client=client, context_providers=[mock_provider])
 
     # Collect all stream updates and get final response
@@ -655,9 +636,7 @@ async def test_chat_agent_context_providers_with_service_session_id(
     mock_provider = MockContextProvider()
     chat_client_base.run_responses = [
         ChatResponse(
-            messages=[
-                Message(role="assistant", contents=[Content.from_text("test response")])
-            ],
+            messages=[Message(role="assistant", contents=[Content.from_text("test response")])],
             conversation_id="service-thread-123",
         )
     ]
@@ -831,9 +810,7 @@ async def test_chat_agent_as_tool_name_sanitization(
     for agent_name, expected_tool_name in test_cases:
         agent = Agent(client=client, name=agent_name, description="Test agent")
         tool = agent.as_tool()
-        assert tool.name == expected_tool_name, (
-            f"Expected {expected_tool_name}, got {tool.name} for input {agent_name}"
-        )
+        assert tool.name == expected_tool_name, f"Expected {expected_tool_name}, got {tool.name} for input {agent_name}"
 
 
 async def test_chat_agent_as_tool_propagate_session_true(
@@ -1001,9 +978,7 @@ async def capturing_inner(
     agent = Agent(client=chat_client_base, name="TestAgent", tools=[mock_mcp_tool])
 
     # Simulate AG-UI turn 2: pass already-expanded MCP functions + a client tool as runtime tools
-    client_tool = FunctionTool(
-        func=lambda: "client", name="client_tool", description="Client tool"
-    )
+    client_tool = FunctionTool(func=lambda: "client", name="client_tool", description="Client tool")
     runtime_tools = [mcp_func_a, mcp_func_b, client_tool]
 
     await agent.run("hello", tools=runtime_tools)
@@ -1026,9 +1001,7 @@ async def test_agent_tool_receives_session_in_kwargs(chat_client_base: Any) -> N
     def echo_session_info(text: str, **kwargs: Any) -> str:  # type: ignore[reportUnknownParameterType]
         session = kwargs.get("session")
         captured["has_session"] = session is not None
-        captured["has_state"] = (
-            session.state is not None if isinstance(session, AgentSession) else False
-        )
+        captured["has_state"] = session.state is not None if isinstance(session, AgentSession) else False
         return f"echo: {text}"
 
     # Make the base client emit a function call for our tool
@@ -1062,9 +1035,7 @@ def echo_session_info(text: str, **kwargs: Any) -> str:  # type: ignore[reportUn
     assert captured.get("has_state") is True
 
 
-async def test_chat_agent_tool_choice_run_level_overrides_agent_level(
-    chat_client_base: Any, tool_tool: Any
-) -> None:
+async def test_chat_agent_tool_choice_run_level_overrides_agent_level(chat_client_base: Any, tool_tool: Any) -> None:
     """Verify that tool_choice passed to run() overrides agent-level tool_choice."""
 
     captured_options: list[dict[str, Any]] = []
@@ -1128,9 +1099,7 @@ async def capturing_inner(
     assert captured_options[0]["tool_choice"] == "required"
 
 
-async def test_chat_agent_tool_choice_none_at_run_preserves_agent_level(
-    chat_client_base: Any, tool_tool: Any
-) -> None:
+async def test_chat_agent_tool_choice_none_at_run_preserves_agent_level(chat_client_base: Any, tool_tool: Any) -> None:
     """Verify that tool_choice=None at run() uses agent-level default."""
     captured_options: list[ChatOptions] = []
 
@@ -1420,9 +1389,7 @@ def test_sanitize_agent_name_replaces_invalid_chars():
 
 
 @pytest.mark.asyncio
-async def test_agent_create_session(
-    chat_client_base: SupportsChatGetResponse, tool_tool: FunctionTool
-):
+async def test_agent_create_session(chat_client_base: SupportsChatGetResponse, tool_tool: FunctionTool):
     """Test that create_session returns a new AgentSession."""
     agent = Agent(client=chat_client_base, tools=[tool_tool])
 
@@ -1443,9 +1410,7 @@ def __init__(self):
             super().__init__(source_id="test")
 
     provider = TestContextProvider()
-    agent = Agent(
-        client=chat_client_base, tools=[tool_tool], context_providers=[provider]
-    )
+    agent = Agent(client=chat_client_base, tools=[tool_tool], context_providers=[provider])
 
     session = agent.create_session()
 
@@ -1466,9 +1431,7 @@ async def test_agent_get_session_with_service_session_id(
     assert session.service_session_id == "test-thread-123"
 
 
-def test_agent_session_from_dict(
-    chat_client_base: SupportsChatGetResponse, tool_tool: FunctionTool
-):
+def test_agent_session_from_dict(chat_client_base: SupportsChatGetResponse, tool_tool: FunctionTool):
     """Test AgentSession.from_dict restores a session from serialized state."""
     # Create serialized session state
     serialized_state = {
@@ -1503,9 +1466,7 @@ def test_chat_agent_calls_update_agent_name_on_client():
     )
 
     assert mock_client._update_agent_name_and_description.call_count == 1
-    mock_client._update_agent_name_and_description.assert_called_with(
-        "TestAgent", "Test description"
-    )
+    mock_client._update_agent_name_and_description.assert_called_with("TestAgent", "Test description")
 
 
 @pytest.mark.asyncio
@@ -1553,9 +1514,7 @@ def __init__(self):
             super().__init__(source_id="instruction-context")
 
         async def before_run(self, *, agent, session, context, state):
-            context.extend_instructions(
-                "instruction-context", "Context-provided instructions"
-            )
+            context.extend_instructions("instruction-context", "Context-provided instructions")
 
     provider = InstructionContextProvider()
     agent = Agent(client=chat_client_base, context_providers=[provider])
@@ -1590,9 +1549,7 @@ async def test_stores_by_default_skips_inmemory_injection(
     await agent.run("Hello", session=session)
 
     # No InMemoryHistoryProvider should have been injected
-    assert not any(
-        isinstance(p, InMemoryHistoryProvider) for p in agent.context_providers
-    )
+    assert not any(isinstance(p, InMemoryHistoryProvider) for p in agent.context_providers)
 
 
 async def test_stores_by_default_false_injects_inmemory(
@@ -1639,9 +1596,30 @@ async def test_store_true_skips_inmemory_injection(
     await agent.run("Hello", session=session, options={"store": True})
 
     # User explicitly enabled server storage, so InMemoryHistoryProvider should not be injected
-    assert not any(
-        isinstance(p, InMemoryHistoryProvider) for p in agent.context_providers
-    )
+    assert not any(isinstance(p, InMemoryHistoryProvider) for p in agent.context_providers)
+
+
+async def test_stores_by_default_with_store_false_in_default_options_injects_inmemory(
+    client: SupportsChatGetResponse,
+) -> None:
+    """Client with STORES_BY_DEFAULT=True but store=False in default_options should inject InMemoryHistoryProvider.
+
+    This covers the regression where store=False is set via Agent(..., default_options={"store": False})
+    with no per-run override while the client has STORES_BY_DEFAULT=True.
+    """
+    from agent_framework._sessions import InMemoryHistoryProvider
+
+    client.STORES_BY_DEFAULT = True  # type: ignore[attr-defined]
+
+    # Set store=False at agent initialization via default_options, not at run-time
+    agent = Agent(client=client, default_options={"store": False})
+    session = agent.create_session()
+
+    # Run without any per-run options override
+    await agent.run("Hello", session=session)
+
+    # User explicitly disabled server storage in default_options, so InMemoryHistoryProvider should be injected
+    assert any(isinstance(p, InMemoryHistoryProvider) for p in agent.context_providers)
 
 
 # endregion