diff --git a/python/packages/ag-ui/agent_framework_ag_ui/_orchestrators.py b/python/packages/ag-ui/agent_framework_ag_ui/_orchestrators.py index 9d3ed52f52..4e11402e1b 100644 --- a/python/packages/ag-ui/agent_framework_ag_ui/_orchestrators.py +++ b/python/packages/ag-ui/agent_framework_ag_ui/_orchestrators.py @@ -67,6 +67,8 @@ logger = logging.getLogger(__name__) +AG_UI_INTERNAL_METADATA_KEYS = {"ag_ui_thread_id", "ag_ui_run_id", "current_state"} + class ExecutionContext: """Shared context for orchestrators.""" @@ -465,6 +467,24 @@ async def run( messages_snapshot_emitted = False accumulated_text_content = "" active_message_id: str | None = None + initial_events_emitted = False + + # Check if this is an approval response flow (needs RunStartedEvent before any other events) + has_approval_response = any( + hasattr(msg, "contents") + and any( + getattr(c, "type", None) == "function_approval_response" + or type(c).__name__ == "FunctionApprovalResponseContent" + for c in (msg.contents or []) + ) + for msg in provider_messages + ) + + # For approval responses, emit initial events upfront since the agent may not stream any updates + if has_approval_response: + for event in self._create_initial_events(event_bridge, state_manager): + yield event + initial_events_emitted = True # Check for FunctionApprovalResponseContent and emit updated state snapshot # This ensures the UI shows the approved state (e.g., 2 steps) not the original (3 steps) @@ -493,15 +513,16 @@ async def run( all_updates: list[Any] | None = [] if collect_updates else None update_count = 0 # Prepare metadata for chat client (Azure requires string values) + # Filter out AG-UI internal fields (ag_ui_thread_id, ag_ui_run_id) that are + # used only for AG-UI orchestration and not understood by chat clients. safe_metadata = build_safe_metadata(getattr(thread, "metadata", None)) + client_metadata = {k: v for k, v in safe_metadata.items() if k not in AG_UI_INTERNAL_METADATA_KEYS} run_kwargs: dict[str, Any] = { "thread": thread, "tools": tools_param, - "options": {"metadata": safe_metadata}, + "options": {"metadata": client_metadata} if client_metadata else {}, } - if safe_metadata: - run_kwargs["options"]["store"] = True async def _resolve_approval_responses( messages: list[Any], @@ -519,9 +540,13 @@ async def _resolve_approval_responses( getattr(chat_client, "function_invocation_configuration", None) or FunctionInvocationConfiguration() ) middleware_pipeline = extract_and_merge_function_middleware(chat_client, run_kwargs) + # Filter out AG-UI-specific kwargs that should not be passed to tool execution. + # 'options' contains metadata/store for Azure AI client requirements but is not + # understood by external tools like MCP servers. + tool_kwargs = {k: v for k, v in run_kwargs.items() if k != "options"} try: results, _ = await _try_execute_function_calls( - custom_args=run_kwargs, + custom_args=tool_kwargs, attempt_idx=0, function_calls=approved_responses, tools=tools_for_execution, @@ -616,8 +641,6 @@ def _build_messages_snapshot(tool_message_id: str | None = None) -> MessagesSnap confirmation_message = strategy.on_state_rejected() message_id = generate_event_id() - for event in self._create_initial_events(event_bridge, state_manager): - yield event yield TextMessageStartEvent(message_id=message_id, role="assistant") yield TextMessageContentEvent(message_id=message_id, delta=confirmation_message) yield TextMessageEndEvent(message_id=message_id) @@ -636,6 +659,9 @@ def _build_messages_snapshot(tool_message_id: str | None = None) -> MessagesSnap should_recreate_event_bridge = True if should_recreate_event_bridge: + # Preserve state from the old bridge to avoid orphaned messages and lost flags + old_message_id = event_bridge.current_message_id + old_should_stop_after_confirm = event_bridge.should_stop_after_confirm event_bridge = AgentFrameworkEventBridge( run_id=context.run_id, thread_id=context.thread_id, @@ -645,11 +671,16 @@ def _build_messages_snapshot(tool_message_id: str | None = None) -> MessagesSnap require_confirmation=context.config.require_confirmation, approval_tool_name=approval_tool_name, ) + # Restore state so messages can be properly closed and confirmation flow works + event_bridge.current_message_id = old_message_id + event_bridge.should_stop_after_confirm = old_should_stop_after_confirm should_recreate_event_bridge = False - if update_count == 0: + # Emit initial events after the first update when we have the correct thread_id/run_id + if not initial_events_emitted: for event in self._create_initial_events(event_bridge, state_manager): yield event + initial_events_emitted = True update_count += 1 logger.info(f"[STREAM] Received update #{update_count} from agent") @@ -762,10 +793,12 @@ def _build_messages_snapshot(tool_message_id: str | None = None) -> MessagesSnap yield TextMessageEndEvent(message_id=message_id) logger.info(f"Emitted conversational message with length={len(response_dict['message'])}") - if all_updates is not None and len(all_updates) == 0: + # Ensure initial events are emitted even if the stream was empty + if not initial_events_emitted: logger.info("No updates received from agent - emitting initial events") for event in self._create_initial_events(event_bridge, state_manager): yield event + initial_events_emitted = True logger.info(f"[FINALIZE] Checking for unclosed message. current_message_id={event_bridge.current_message_id}") if event_bridge.current_message_id: diff --git a/python/packages/ag-ui/agent_framework_ag_ui_examples/server/main.py b/python/packages/ag-ui/agent_framework_ag_ui_examples/server/main.py index e71abe7507..56e876f728 100644 --- a/python/packages/ag-ui/agent_framework_ag_ui_examples/server/main.py +++ b/python/packages/ag-ui/agent_framework_ag_ui_examples/server/main.py @@ -4,9 +4,9 @@ import logging import os -from typing import TYPE_CHECKING import uvicorn +from agent_framework import BaseChatClient, ChatOptions from agent_framework.ag_ui import add_agent_framework_fastapi_endpoint from agent_framework.azure import AzureOpenAIChatClient from fastapi import FastAPI @@ -20,10 +20,6 @@ from ..agents.ui_generator_agent import ui_generator_agent from ..agents.weather_agent import weather_agent -if TYPE_CHECKING: - from agent_framework import ChatOptions - from agent_framework._clients import BaseChatClient - # Configure logging to file and console (disabled by default - set ENABLE_DEBUG_LOGGING=1 to enable) if os.getenv("ENABLE_DEBUG_LOGGING"): log_file = os.path.join(os.path.dirname(os.path.abspath(__file__)), "..", "..", "ag_ui_server.log") diff --git a/python/packages/ag-ui/tests/test_agent_wrapper_comprehensive.py b/python/packages/ag-ui/tests/test_agent_wrapper_comprehensive.py index f8f5c1db8a..161837bed3 100644 --- a/python/packages/ag-ui/tests/test_agent_wrapper_comprehensive.py +++ b/python/packages/ag-ui/tests/test_agent_wrapper_comprehensive.py @@ -420,17 +420,22 @@ async def stream_fn( async def test_thread_metadata_tracking(): - """Test that thread metadata includes ag_ui_thread_id and ag_ui_run_id.""" + """Test that thread metadata includes ag_ui_thread_id and ag_ui_run_id. + + Note: AG-UI internal metadata (ag_ui_thread_id, ag_ui_run_id) is stored in + thread.metadata for orchestration purposes, but is NOT passed to chat clients + via options.metadata since external clients may not accept these fields. + """ from agent_framework.ag_ui import AgentFrameworkAgent - thread_metadata: dict[str, Any] = {} + captured_thread: list[Any] = [] async def stream_fn( messages: MutableSequence[ChatMessage], options: dict[str, Any], **kwargs: Any ) -> AsyncIterator[ChatResponseUpdate]: - metadata = options.get("metadata") - if metadata: - thread_metadata.update(metadata) + thread = kwargs.get("thread") + if thread: + captured_thread.append(thread) yield ChatResponseUpdate(contents=[Content.from_text(text="Hello")]) agent = ChatAgent(name="test_agent", instructions="Test", chat_client=StreamingChatClientStub(stream_fn)) @@ -446,22 +451,30 @@ async def stream_fn( async for event in wrapper.run_agent(input_data): events.append(event) + # AG-UI internal metadata is stored in thread.metadata (not in options.metadata) + assert len(captured_thread) > 0, "Thread should be passed to chat client" + thread_metadata = getattr(captured_thread[0], "metadata", {}) assert thread_metadata.get("ag_ui_thread_id") == "test_thread_123" assert thread_metadata.get("ag_ui_run_id") == "test_run_456" async def test_state_context_injection(): - """Test that current state is injected into thread metadata.""" - from agent_framework_ag_ui import AgentFrameworkAgent + """Test that current state is injected into thread metadata. - thread_metadata: dict[str, Any] = {} + Note: AG-UI internal metadata (including current_state) is stored in + thread.metadata for orchestration purposes, but is NOT passed to chat clients + via options.metadata since external clients may not accept these fields. + """ + from agent_framework.ag_ui import AgentFrameworkAgent + + captured_thread: list[Any] = [] async def stream_fn( messages: MutableSequence[ChatMessage], options: dict[str, Any], **kwargs: Any ) -> AsyncIterator[ChatResponseUpdate]: - metadata = options.get("metadata") - if metadata: - thread_metadata.update(metadata) + thread = kwargs.get("thread") + if thread: + captured_thread.append(thread) yield ChatResponseUpdate(contents=[Content.from_text(text="Hello")]) agent = ChatAgent(name="test_agent", instructions="Test", chat_client=StreamingChatClientStub(stream_fn)) @@ -479,6 +492,9 @@ async def stream_fn( async for event in wrapper.run_agent(input_data): events.append(event) + # AG-UI internal metadata is stored in thread.metadata (not in options.metadata) + assert len(captured_thread) > 0, "Thread should be passed to chat client" + thread_metadata = getattr(captured_thread[0], "metadata", {}) current_state = thread_metadata.get("current_state") if isinstance(current_state, str): current_state = json.loads(current_state) diff --git a/python/packages/ag-ui/tests/test_orchestrators.py b/python/packages/ag-ui/tests/test_orchestrators.py index c951246bfa..140baa4646 100644 --- a/python/packages/ag-ui/tests/test_orchestrators.py +++ b/python/packages/ag-ui/tests/test_orchestrators.py @@ -305,3 +305,91 @@ async def test_state_context_not_injected_when_tool_call_matches_state() -> None if content.type == "text" and content.text.startswith("Current state of the application:"): state_messages.append(content.text) assert not state_messages + + +def test_options_filtered_from_tool_kwargs() -> None: + """Verify 'options' is filtered when creating tool_kwargs from run_kwargs. + + The AG-UI orchestrator adds 'options' (containing metadata/store for Azure AI) + to run_kwargs, but this should NOT be passed to _try_execute_function_calls + as external tools like MCP servers don't understand these kwargs. + + This test verifies the filtering logic inline rather than through the full + orchestrator flow, matching the pattern in _resolve_approval_responses: + tool_kwargs = {k: v for k, v in run_kwargs.items() if k != "options"} + """ + # Simulate the run_kwargs that the orchestrator creates + run_kwargs: dict[str, Any] = { + "thread": MagicMock(), + "tools": [server_tool], + "options": {"metadata": {"thread_id": "test-123"}, "store": True}, + } + + # This is the exact filtering logic from _resolve_approval_responses + tool_kwargs = {k: v for k, v in run_kwargs.items() if k != "options"} + + # Verify 'options' was filtered out + assert "options" not in tool_kwargs, "'options' should be filtered out before tool execution" + + # Verify other kwargs are preserved + assert "thread" in tool_kwargs, "'thread' should be preserved" + assert "tools" in tool_kwargs, "'tools' should be preserved" + + # Verify the original run_kwargs still has options (it's needed for run_stream) + assert "options" in run_kwargs, "Original run_kwargs should still have 'options'" + + +def test_orchestrator_filters_options_in_resolve_approval_responses() -> None: + """Verify the orchestrator code filters 'options' before tool execution. + + This is a code inspection test that verifies the fix is present in the + _resolve_approval_responses function within DefaultOrchestrator.run(). + """ + import inspect + + # Get the source code of the DefaultOrchestrator.run method + source = inspect.getsource(DefaultOrchestrator.run) + + # Verify the filtering pattern is present + assert 'k != "options"' in source, ( + "Expected 'options' filtering in DefaultOrchestrator.run(). " + "The line 'tool_kwargs = {k: v for k, v in run_kwargs.items() if k != \"options\"}' " + "should be present in _resolve_approval_responses." + ) + + # Verify tool_kwargs is passed to _try_execute_function_calls (not run_kwargs) + assert "custom_args=tool_kwargs" in source, ( + "Expected _try_execute_function_calls to receive tool_kwargs (not run_kwargs). " + "This ensures 'options' is filtered out before tool execution." + ) + + +def test_agui_internal_metadata_filtered_from_client_metadata() -> None: + """Verify AG-UI internal metadata is filtered before passing to chat client. + + AG-UI internal fields like 'ag_ui_thread_id', 'ag_ui_run_id', and 'current_state' + are used for orchestration tracking but should NOT be passed to chat clients + (e.g., Anthropic API only accepts 'user_id' in metadata). + """ + import inspect + + # Get the source code of the DefaultOrchestrator.run method + source = inspect.getsource(DefaultOrchestrator.run) + + # Verify the AG-UI internal metadata keys are defined + assert "AG_UI_INTERNAL_METADATA_KEYS" in source, ( + "Expected AG_UI_INTERNAL_METADATA_KEYS to be defined for filtering internal metadata." + ) + + # Verify the internal keys include the AG-UI specific fields + assert '"ag_ui_thread_id"' in source, "Expected 'ag_ui_thread_id' to be filtered" + assert '"ag_ui_run_id"' in source, "Expected 'ag_ui_run_id' to be filtered" + assert '"current_state"' in source, "Expected 'current_state' to be filtered" + + # Verify client_metadata is used instead of safe_metadata for options + assert "client_metadata = {k: v for k, v in safe_metadata.items()" in source, ( + "Expected client_metadata to be created by filtering safe_metadata." + ) + assert '"options": {"metadata": client_metadata}' in source, ( + "Expected client_metadata (not safe_metadata) to be passed in options." + ) diff --git a/python/packages/anthropic/agent_framework_anthropic/_chat_client.py b/python/packages/anthropic/agent_framework_anthropic/_chat_client.py index 4fdcdfadc7..4e9f147bed 100644 --- a/python/packages/anthropic/agent_framework_anthropic/_chat_client.py +++ b/python/packages/anthropic/agent_framework_anthropic/_chat_client.py @@ -68,7 +68,6 @@ ANTHROPIC_DEFAULT_MAX_TOKENS: Final[int] = 1024 BETA_FLAGS: Final[list[str]] = ["mcp-client-2025-04-04", "code-execution-2025-08-25"] - # region Anthropic Chat Options TypedDict @@ -145,6 +144,7 @@ class AnthropicChatOptions(ChatOptions, total=False): frequency_penalty: None # type: ignore[misc] presence_penalty: None # type: ignore[misc] store: None # type: ignore[misc] + conversation_id: None # type: ignore[misc] TAnthropicOptions = TypeVar( @@ -384,7 +384,7 @@ def _prepare_options( messages = prepend_instructions_to_messages(list(messages), instructions, role="system") - # Start with a copy of options + # Start with a copy of options, excluding already-handled options run_options: dict[str, Any] = {k: v for k, v in options.items() if v is not None and k not in {"instructions"}} # Translation between options keys and Anthropic Messages API diff --git a/python/packages/core/agent_framework/_mcp.py b/python/packages/core/agent_framework/_mcp.py index 6501e199d8..333af611c1 100644 --- a/python/packages/core/agent_framework/_mcp.py +++ b/python/packages/core/agent_framework/_mcp.py @@ -754,8 +754,12 @@ async def call_tool(self, tool_name: str, **kwargs: Any) -> list[Content] | Any # Filter out framework kwargs that cannot be serialized by the MCP SDK. # These are internal objects passed through the function invocation pipeline # that should not be forwarded to external MCP servers. + # conversation_id is an internal tracking ID used by services like Azure AI. + # options contains metadata/store used by AG-UI for Azure AI client requirements. filtered_kwargs = { - k: v for k, v in kwargs.items() if k not in {"chat_options", "tools", "tool_choice", "thread"} + k: v + for k, v in kwargs.items() + if k not in {"chat_options", "tools", "tool_choice", "thread", "conversation_id", "options"} } # Try the operation, reconnecting once if the connection is closed diff --git a/python/packages/core/agent_framework/_tools.py b/python/packages/core/agent_framework/_tools.py index 3ea7d33e72..a67b99484d 100644 --- a/python/packages/core/agent_framework/_tools.py +++ b/python/packages/core/agent_framework/_tools.py @@ -1550,10 +1550,11 @@ 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and sys_platform == 'win32')" }, + { name = "cffi", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] sdist = { url = "https://files.pythonhosted.org/packages/18/24/c12faf3f61614b3131b5c98d3bf0d376b49c7feaa73edca559aeb2aee080/clr_loader-0.2.10.tar.gz", hash = "sha256:81f114afbc5005bafc5efe5af1341d400e22137e275b042a8979f3feb9fc9446", size = 83605, upload-time = "2026-01-03T23:13:06.984Z" } wheels = [ @@ -1848,7 +1848,7 @@ name = "exceptiongroup" version = "1.3.1" source = { registry = "https://pypi.org/simple" } dependencies = [ - { name = "typing-extensions", marker = "(python_full_version < '3.11' and sys_platform == 'darwin') or (python_full_version < '3.11' and sys_platform == 'linux') or (python_full_version < '3.11' and sys_platform == 'win32')" }, + { name = "typing-extensions", marker = "(python_full_version < '3.13' and sys_platform == 'darwin') or (python_full_version < '3.13' and sys_platform == 'linux') or (python_full_version < 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