mirror of
https://github.com/encounter/adk-python.git
synced 2026-07-09 18:19:28 -07:00
feat: Integrating Plugin with ADK
This change integrates the plugin system with ADK. PluginManager is attached to the invocation context similar to session/artifact/memory.
It includes integrations with following ADK internal callbacks:
* App callbacks: Integrated in the BaseRunner class, in run_async and run_live
* On Message callbacks: Integrated in the BaseRunner class, triggers on run_async.
* Agent callbacks: Integrated in the BaseAgent class. Leveraging the existing *callback functions
* Model callbacks: Integrating in the base_llm_flow.
* Tool callbacks: Integrated in functions.py, wrapped around the code for agent tool_callbacks
Sample code to use plugins:
```python
# Add plugins to Runner
runner = Runner(
app_name="my-app",
agent=root_agent,
artifact_service=artifact_service,
session_service=session_service,
memory_service=memory_service,
plugins=[
MySamplePlugin(),
LoggingPlugin(),
],
)
```
PiperOrigin-RevId: 781746586
This commit is contained in:
committed by
Copybara-Service
parent
16ba91cd01
commit
162228d208
@@ -227,11 +227,18 @@ class BaseAgent(BaseModel):
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"""
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with tracer.start_as_current_span(f'agent_run [{self.name}]'):
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ctx = self._create_invocation_context(parent_context)
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# TODO(hangfei): support before/after_agent_callback
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if event := await self.__handle_before_agent_callback(ctx):
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yield event
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if ctx.end_invocation:
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return
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async for event in self._run_live_impl(ctx):
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yield event
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if event := await self.__handle_after_agent_callback(ctx):
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yield event
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async def _run_async_impl(
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self, ctx: InvocationContext
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) -> AsyncGenerator[Event, None]:
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@@ -335,73 +342,99 @@ class BaseAgent(BaseModel):
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) -> Optional[Event]:
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"""Runs the before_agent_callback if it exists.
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Args:
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ctx: InvocationContext, the invocation context for this agent.
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Returns:
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Optional[Event]: an event if callback provides content or changed state.
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"""
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ret_event = None
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if not self.canonical_before_agent_callbacks:
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return ret_event
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callback_context = CallbackContext(ctx)
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for callback in self.canonical_before_agent_callbacks:
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before_agent_callback_content = callback(
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callback_context=callback_context
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)
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if inspect.isawaitable(before_agent_callback_content):
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before_agent_callback_content = await before_agent_callback_content
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if before_agent_callback_content:
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ret_event = Event(
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invocation_id=ctx.invocation_id,
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author=self.name,
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branch=ctx.branch,
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content=before_agent_callback_content,
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actions=callback_context._event_actions,
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# Run callbacks from the plugins.
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before_agent_callback_content = (
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await ctx.plugin_manager.run_before_agent_callback(
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agent=self, callback_context=callback_context
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)
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ctx.end_invocation = True
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return ret_event
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)
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# If no overrides are provided from the plugins, further run the canonical
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# callbacks.
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if (
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not before_agent_callback_content
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and self.canonical_before_agent_callbacks
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):
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for callback in self.canonical_before_agent_callbacks:
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before_agent_callback_content = callback(
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callback_context=callback_context
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)
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if inspect.isawaitable(before_agent_callback_content):
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before_agent_callback_content = await before_agent_callback_content
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if before_agent_callback_content:
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break
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# Process the override content if exists, and further process the state
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# change if exists.
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if before_agent_callback_content:
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ret_event = Event(
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invocation_id=ctx.invocation_id,
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author=self.name,
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branch=ctx.branch,
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content=before_agent_callback_content,
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actions=callback_context._event_actions,
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)
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ctx.end_invocation = True
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return ret_event
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if callback_context.state.has_delta():
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ret_event = Event(
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return Event(
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invocation_id=ctx.invocation_id,
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author=self.name,
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branch=ctx.branch,
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actions=callback_context._event_actions,
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)
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return ret_event
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return None
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async def __handle_after_agent_callback(
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self, invocation_context: InvocationContext
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) -> Optional[Event]:
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"""Runs the after_agent_callback if it exists.
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Args:
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invocation_context: InvocationContext, the invocation context for this
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agent.
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Returns:
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Optional[Event]: an event if callback provides content or changed state.
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"""
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ret_event = None
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if not self.canonical_after_agent_callbacks:
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return ret_event
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callback_context = CallbackContext(invocation_context)
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for callback in self.canonical_after_agent_callbacks:
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after_agent_callback_content = callback(callback_context=callback_context)
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if inspect.isawaitable(after_agent_callback_content):
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after_agent_callback_content = await after_agent_callback_content
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if after_agent_callback_content:
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ret_event = Event(
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invocation_id=invocation_context.invocation_id,
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author=self.name,
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branch=invocation_context.branch,
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content=after_agent_callback_content,
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actions=callback_context._event_actions,
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# Run callbacks from the plugins.
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after_agent_callback_content = (
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await invocation_context.plugin_manager.run_after_agent_callback(
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agent=self, callback_context=callback_context
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)
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return ret_event
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)
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if callback_context.state.has_delta():
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# If no overrides are provided from the plugins, further run the canonical
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# callbacks.
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if (
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not after_agent_callback_content
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and self.canonical_after_agent_callbacks
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):
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for callback in self.canonical_after_agent_callbacks:
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after_agent_callback_content = callback(
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callback_context=callback_context
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)
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if inspect.isawaitable(after_agent_callback_content):
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after_agent_callback_content = await after_agent_callback_content
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if after_agent_callback_content:
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break
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# Process the override content if exists, and further process the state
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# change if exists.
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if after_agent_callback_content:
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ret_event = Event(
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invocation_id=invocation_context.invocation_id,
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author=self.name,
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@@ -409,8 +442,17 @@ class BaseAgent(BaseModel):
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content=after_agent_callback_content,
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actions=callback_context._event_actions,
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)
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return ret_event
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return ret_event
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if callback_context.state.has_delta():
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return Event(
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invocation_id=invocation_context.invocation_id,
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author=self.name,
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branch=invocation_context.branch,
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content=after_agent_callback_content,
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actions=callback_context._event_actions,
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)
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return None
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@override
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def model_post_init(self, __context: Any) -> None:
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@@ -24,6 +24,7 @@ from pydantic import ConfigDict
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from ..artifacts.base_artifact_service import BaseArtifactService
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from ..auth.credential_service.base_credential_service import BaseCredentialService
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from ..memory.base_memory_service import BaseMemoryService
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from ..plugins.plugin_manager import PluginManager
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from ..sessions.base_session_service import BaseSessionService
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from ..sessions.session import Session
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from .active_streaming_tool import ActiveStreamingTool
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@@ -153,6 +154,9 @@ class InvocationContext(BaseModel):
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run_config: Optional[RunConfig] = None
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"""Configurations for live agents under this invocation."""
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plugin_manager: PluginManager = PluginManager()
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"""The manager for keeping track of plugins in this invocation."""
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_invocation_cost_manager: _InvocationCostManager = _InvocationCostManager()
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"""A container to keep track of different kinds of costs incurred as a part
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of this invocation.
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@@ -565,21 +565,32 @@ class BaseLlmFlow(ABC):
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if not isinstance(agent, LlmAgent):
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return
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if not agent.canonical_before_model_callbacks:
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return
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callback_context = CallbackContext(
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invocation_context, event_actions=model_response_event.actions
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)
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# First run callbacks from the plugins.
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callback_response = (
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await invocation_context.plugin_manager.run_before_model_callback(
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callback_context=callback_context,
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llm_request=llm_request,
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)
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)
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if callback_response:
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return callback_response
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# If no overrides are provided from the plugins, further run the canonical
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# callbacks.
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if not agent.canonical_before_model_callbacks:
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return
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for callback in agent.canonical_before_model_callbacks:
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before_model_callback_content = callback(
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callback_response = callback(
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callback_context=callback_context, llm_request=llm_request
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)
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if inspect.isawaitable(before_model_callback_content):
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before_model_callback_content = await before_model_callback_content
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if before_model_callback_content:
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return before_model_callback_content
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if inspect.isawaitable(callback_response):
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callback_response = await callback_response
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if callback_response:
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return callback_response
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async def _handle_after_model_callback(
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self,
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@@ -593,21 +604,32 @@ class BaseLlmFlow(ABC):
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if not isinstance(agent, LlmAgent):
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return
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if not agent.canonical_after_model_callbacks:
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return
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callback_context = CallbackContext(
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invocation_context, event_actions=model_response_event.actions
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)
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# First run callbacks from the plugins.
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callback_response = (
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await invocation_context.plugin_manager.run_after_model_callback(
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callback_context=CallbackContext(invocation_context),
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llm_response=llm_response,
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)
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)
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if callback_response:
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return callback_response
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# If no overrides are provided from the plugins, further run the canonical
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# callbacks.
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if not agent.canonical_after_model_callbacks:
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return
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for callback in agent.canonical_after_model_callbacks:
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after_model_callback_content = callback(
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callback_response = callback(
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callback_context=callback_context, llm_response=llm_response
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)
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if inspect.isawaitable(after_model_callback_content):
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after_model_callback_content = await after_model_callback_content
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if after_model_callback_content:
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return after_model_callback_content
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if inspect.isawaitable(callback_response):
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callback_response = await callback_response
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if callback_response:
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return callback_response
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def _finalize_model_response_event(
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self,
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@@ -153,37 +153,67 @@ async def handle_function_calls_async(
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# do not use "args" as the variable name, because it is a reserved keyword
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# in python debugger.
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function_args = function_call.args or {}
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function_response: Optional[dict] = None
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for callback in agent.canonical_before_tool_callbacks:
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function_response = callback(
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tool=tool, args=function_args, tool_context=tool_context
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)
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if inspect.isawaitable(function_response):
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function_response = await function_response
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if function_response:
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break
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# Step 1: Check if plugin before_tool_callback overrides the function
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# response.
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function_response = (
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await invocation_context.plugin_manager.run_before_tool_callback(
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tool=tool, tool_args=function_args, tool_context=tool_context
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)
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)
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if not function_response:
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# Step 2: If no overrides are provided from the plugins, further run the
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# canonical callback.
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if function_response is None:
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for callback in agent.canonical_before_tool_callbacks:
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function_response = callback(
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tool=tool, args=function_args, tool_context=tool_context
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)
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if inspect.isawaitable(function_response):
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function_response = await function_response
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if function_response:
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break
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# Step 3: Otherwise, proceed calling the tool normally.
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if function_response is None:
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function_response = await __call_tool_async(
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tool, args=function_args, tool_context=tool_context
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)
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for callback in agent.canonical_after_tool_callbacks:
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altered_function_response = callback(
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tool=tool,
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args=function_args,
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tool_context=tool_context,
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tool_response=function_response,
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)
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if inspect.isawaitable(altered_function_response):
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altered_function_response = await altered_function_response
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if altered_function_response is not None:
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function_response = altered_function_response
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break
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# Step 4: Check if plugin after_tool_callback overrides the function
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# response.
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altered_function_response = (
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await invocation_context.plugin_manager.run_after_tool_callback(
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tool=tool,
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tool_args=function_args,
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tool_context=tool_context,
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result=function_response,
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)
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)
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# Step 5: If no overrides are provided from the plugins, further run the
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# canonical after_tool_callbacks.
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if altered_function_response is None:
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for callback in agent.canonical_after_tool_callbacks:
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altered_function_response = callback(
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tool=tool,
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args=function_args,
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tool_context=tool_context,
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tool_response=function_response,
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)
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if inspect.isawaitable(altered_function_response):
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altered_function_response = await altered_function_response
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if altered_function_response:
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break
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# Step 6: If alternative response exists from after_tool_callback, use it
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# instead of the original function response.
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if altered_function_response is not None:
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function_response = altered_function_response
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if tool.is_long_running:
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# Allow long running function to return None to not provide function response.
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# Allow long running function to return None to not provide function
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# response.
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if not function_response:
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continue
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@@ -264,6 +294,7 @@ async def handle_function_calls_live(
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# )
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# if new_response:
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# function_response = new_response
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altered_function_response = None
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if agent.after_tool_callback:
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altered_function_response = agent.after_tool_callback(
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tool=tool,
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@@ -273,8 +304,8 @@ async def handle_function_calls_live(
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)
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if inspect.isawaitable(altered_function_response):
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altered_function_response = await altered_function_response
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if altered_function_response is not None:
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function_response = altered_function_response
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if altered_function_response is not None:
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function_response = altered_function_response
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if tool.is_long_running:
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# Allow async function to return None to not provide function response.
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@@ -18,7 +18,9 @@ import asyncio
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import logging
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import queue
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from typing import AsyncGenerator
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from typing import Callable
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from typing import Generator
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from typing import List
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from typing import Optional
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import warnings
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@@ -40,6 +42,8 @@ from .flows.llm_flows.functions import find_matching_function_call
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from .memory.base_memory_service import BaseMemoryService
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from .memory.in_memory_memory_service import InMemoryMemoryService
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from .platform.thread import create_thread
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from .plugins.base_plugin import BasePlugin
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from .plugins.plugin_manager import PluginManager
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from .sessions.base_session_service import BaseSessionService
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from .sessions.in_memory_session_service import InMemorySessionService
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from .sessions.session import Session
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@@ -60,6 +64,7 @@ class Runner:
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app_name: The application name of the runner.
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agent: The root agent to run.
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artifact_service: The artifact service for the runner.
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plugin_manager: The plugin manager for the runner.
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session_service: The session service for the runner.
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memory_service: The memory service for the runner.
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"""
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@@ -70,6 +75,8 @@ class Runner:
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"""The root agent to run."""
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artifact_service: Optional[BaseArtifactService] = None
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"""The artifact service for the runner."""
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plugin_manager: PluginManager
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"""The plugin manager for the runner."""
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session_service: BaseSessionService
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"""The session service for the runner."""
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memory_service: Optional[BaseMemoryService] = None
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@@ -82,6 +89,7 @@ class Runner:
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*,
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app_name: str,
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agent: BaseAgent,
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plugins: Optional[List[BasePlugin]] = None,
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artifact_service: Optional[BaseArtifactService] = None,
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session_service: BaseSessionService,
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memory_service: Optional[BaseMemoryService] = None,
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@@ -102,6 +110,7 @@ class Runner:
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self.session_service = session_service
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self.memory_service = memory_service
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self.credential_service = credential_service
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self.plugin_manager = PluginManager(plugins=plugins)
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def run(
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self,
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@@ -191,6 +200,15 @@ class Runner:
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)
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root_agent = self.agent
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# Modify user message before execution.
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modified_user_message = (
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await invocation_context.plugin_manager.run_on_user_message_callback(
|
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invocation_context=invocation_context, user_message=new_message
|
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)
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)
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if modified_user_message is not None:
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new_message = modified_user_message
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|
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if new_message:
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await self._append_new_message_to_session(
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session,
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@@ -200,10 +218,64 @@ class Runner:
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)
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invocation_context.agent = self._find_agent_to_run(session, root_agent)
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async for event in invocation_context.agent.run_async(invocation_context):
|
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|
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async def execute(ctx: InvocationContext) -> AsyncGenerator[Event]:
|
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async for event in ctx.agent.run_async(ctx):
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yield event
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async for event in self._exec_with_plugin(
|
||||
invocation_context, session, execute
|
||||
):
|
||||
yield event
|
||||
|
||||
async def _exec_with_plugin(
|
||||
self,
|
||||
invocation_context: InvocationContext,
|
||||
session: Session,
|
||||
execute_fn: Callable[[InvocationContext], AsyncGenerator[Event, None]],
|
||||
) -> AsyncGenerator[Event, None]:
|
||||
"""Wraps execution with plugin callbacks.
|
||||
|
||||
Args:
|
||||
invocation_context: The invocation context
|
||||
session: The current session
|
||||
execute_fn: A callable that returns an AsyncGenerator of Events
|
||||
|
||||
Yields:
|
||||
Events from the execution, including any generated by plugins
|
||||
"""
|
||||
|
||||
plugin_manager = invocation_context.plugin_manager
|
||||
|
||||
# Step 1: Run the before_run callbacks to see if we should early exit.
|
||||
early_exit_result = await plugin_manager.run_before_run_callback(
|
||||
invocation_context=invocation_context
|
||||
)
|
||||
if isinstance(early_exit_result, Event):
|
||||
await self.session_service.append_event(
|
||||
session=session,
|
||||
event=Event(
|
||||
invocation_id=invocation_context.invocation_id,
|
||||
author='model',
|
||||
content=early_exit_result,
|
||||
),
|
||||
)
|
||||
yield early_exit_result
|
||||
else:
|
||||
# Step 2: Otherwise continue with normal execution
|
||||
async for event in execute_fn(invocation_context):
|
||||
if not event.partial:
|
||||
await self.session_service.append_event(session=session, event=event)
|
||||
yield event
|
||||
# Step 3: Run the on_event callbacks to optionally modify the event.
|
||||
modified_event = await plugin_manager.run_on_event_callback(
|
||||
invocation_context=invocation_context, event=event
|
||||
)
|
||||
yield (modified_event if modified_event else event)
|
||||
|
||||
# Step 4: Run the after_run callbacks to optionally modify the context.
|
||||
await plugin_manager.run_after_run_callback(
|
||||
invocation_context=invocation_context
|
||||
)
|
||||
|
||||
async def _append_new_message_to_session(
|
||||
self,
|
||||
@@ -345,8 +417,14 @@ class Runner:
|
||||
invocation_context.active_streaming_tools[tool.__name__] = (
|
||||
active_streaming_tool
|
||||
)
|
||||
async for event in invocation_context.agent.run_live(invocation_context):
|
||||
await self.session_service.append_event(session=session, event=event)
|
||||
|
||||
async def execute(ctx: InvocationContext) -> AsyncGenerator[Event]:
|
||||
async for event in ctx.agent.run_live(ctx):
|
||||
yield event
|
||||
|
||||
async for event in self._exec_with_plugin(
|
||||
invocation_context, session, execute
|
||||
):
|
||||
yield event
|
||||
|
||||
def _find_agent_to_run(
|
||||
@@ -450,6 +528,7 @@ class Runner:
|
||||
session_service=self.session_service,
|
||||
memory_service=self.memory_service,
|
||||
credential_service=self.credential_service,
|
||||
plugin_manager=self.plugin_manager,
|
||||
invocation_id=invocation_id,
|
||||
agent=self.agent,
|
||||
session=session,
|
||||
@@ -538,7 +617,13 @@ class InMemoryRunner(Runner):
|
||||
session service for the runner.
|
||||
"""
|
||||
|
||||
def __init__(self, agent: BaseAgent, *, app_name: str = 'InMemoryRunner'):
|
||||
def __init__(
|
||||
self,
|
||||
agent: BaseAgent,
|
||||
*,
|
||||
app_name: str = 'InMemoryRunner',
|
||||
plugins: Optional[list[BasePlugin]] = None,
|
||||
):
|
||||
"""Initializes the InMemoryRunner.
|
||||
|
||||
Args:
|
||||
@@ -551,6 +636,7 @@ class InMemoryRunner(Runner):
|
||||
app_name=app_name,
|
||||
agent=agent,
|
||||
artifact_service=InMemoryArtifactService(),
|
||||
plugins=plugins,
|
||||
session_service=self._in_memory_session_service,
|
||||
memory_service=InMemoryMemoryService(),
|
||||
)
|
||||
|
||||
@@ -26,6 +26,8 @@ from google.adk.agents.base_agent import BaseAgent
|
||||
from google.adk.agents.callback_context import CallbackContext
|
||||
from google.adk.agents.invocation_context import InvocationContext
|
||||
from google.adk.events import Event
|
||||
from google.adk.plugins.base_plugin import BasePlugin
|
||||
from google.adk.plugins.plugin_manager import PluginManager
|
||||
from google.adk.sessions.in_memory_session_service import InMemorySessionService
|
||||
from google.genai import types
|
||||
import pytest
|
||||
@@ -83,6 +85,35 @@ async def _async_after_agent_callback_append_agent_reply(
|
||||
)
|
||||
|
||||
|
||||
class MockPlugin(BasePlugin):
|
||||
before_agent_text = 'before_agent_text from MockPlugin'
|
||||
after_agent_text = 'after_agent_text from MockPlugin'
|
||||
|
||||
def __init__(self, name='mock_plugin'):
|
||||
self.name = name
|
||||
self.enable_before_agent_callback = False
|
||||
self.enable_after_agent_callback = False
|
||||
|
||||
async def before_agent_callback(
|
||||
self, *, agent: BaseAgent, callback_context: CallbackContext
|
||||
) -> Optional[types.Content]:
|
||||
if not self.enable_before_agent_callback:
|
||||
return None
|
||||
return types.Content(parts=[types.Part(text=self.before_agent_text)])
|
||||
|
||||
async def after_agent_callback(
|
||||
self, *, agent: BaseAgent, callback_context: CallbackContext
|
||||
) -> Optional[types.Content]:
|
||||
if not self.enable_after_agent_callback:
|
||||
return None
|
||||
return types.Content(parts=[types.Part(text=self.after_agent_text)])
|
||||
|
||||
|
||||
@pytest.fixture
|
||||
def mock_plugin():
|
||||
return MockPlugin()
|
||||
|
||||
|
||||
class _IncompleteAgent(BaseAgent):
|
||||
pass
|
||||
|
||||
@@ -113,7 +144,10 @@ class _TestingAgent(BaseAgent):
|
||||
|
||||
|
||||
async def _create_parent_invocation_context(
|
||||
test_name: str, agent: BaseAgent, branch: Optional[str] = None
|
||||
test_name: str,
|
||||
agent: BaseAgent,
|
||||
branch: Optional[str] = None,
|
||||
plugins: list[BasePlugin] = [],
|
||||
) -> InvocationContext:
|
||||
session_service = InMemorySessionService()
|
||||
session = await session_service.create_session(
|
||||
@@ -125,6 +159,7 @@ async def _create_parent_invocation_context(
|
||||
agent=agent,
|
||||
session=session,
|
||||
session_service=session_service,
|
||||
plugin_manager=PluginManager(plugins=plugins),
|
||||
)
|
||||
|
||||
|
||||
@@ -190,6 +225,36 @@ async def test_run_async_before_agent_callback_noop(
|
||||
spy_run_async_impl.assert_called_once()
|
||||
|
||||
|
||||
@pytest.mark.asyncio
|
||||
async def test_run_async_before_agent_callback_use_plugin(
|
||||
request: pytest.FixtureRequest,
|
||||
mocker: pytest_mock.MockerFixture,
|
||||
mock_plugin: MockPlugin,
|
||||
):
|
||||
"""Test that the before agent callback uses the plugin response if both plugin callback and canonical agent callbacks are present."""
|
||||
# Arrange
|
||||
agent = _TestingAgent(
|
||||
name=f'{request.function.__name__}_test_agent',
|
||||
before_agent_callback=_before_agent_callback_bypass_agent,
|
||||
)
|
||||
parent_ctx = await _create_parent_invocation_context(
|
||||
request.function.__name__, agent, plugins=[mock_plugin]
|
||||
)
|
||||
mock_plugin.enable_before_agent_callback = True
|
||||
spy_run_async_impl = mocker.spy(agent, BaseAgent._run_async_impl.__name__)
|
||||
spy_before_agent_callback = mocker.spy(agent, 'before_agent_callback')
|
||||
|
||||
# Act
|
||||
events = [e async for e in agent.run_async(parent_ctx)]
|
||||
|
||||
# Assert
|
||||
spy_before_agent_callback.assert_not_called()
|
||||
spy_run_async_impl.assert_not_called()
|
||||
|
||||
assert len(events) == 1
|
||||
assert events[0].content.parts[0].text == MockPlugin.before_agent_text
|
||||
|
||||
|
||||
@pytest.mark.asyncio
|
||||
async def test_run_async_with_async_before_agent_callback_noop(
|
||||
request: pytest.FixtureRequest,
|
||||
@@ -486,6 +551,34 @@ async def test_after_agent_callbacks_chain(
|
||||
mock_cb.assert_called(expected_calls_count)
|
||||
|
||||
|
||||
@pytest.mark.asyncio
|
||||
async def test_run_async_after_agent_callback_use_plugin(
|
||||
request: pytest.FixtureRequest,
|
||||
mocker: pytest_mock.MockerFixture,
|
||||
mock_plugin: MockPlugin,
|
||||
):
|
||||
# Arrange
|
||||
agent = _TestingAgent(
|
||||
name=f'{request.function.__name__}_test_agent',
|
||||
after_agent_callback=_after_agent_callback_noop,
|
||||
)
|
||||
mock_plugin.enable_after_agent_callback = True
|
||||
parent_ctx = await _create_parent_invocation_context(
|
||||
request.function.__name__, agent, plugins=[mock_plugin]
|
||||
)
|
||||
spy_after_agent_callback = mocker.spy(agent, 'after_agent_callback')
|
||||
|
||||
# Act
|
||||
events = [e async for e in agent.run_async(parent_ctx)]
|
||||
|
||||
# Assert
|
||||
spy_after_agent_callback.assert_not_called()
|
||||
# The first event is regular model response, the second event is
|
||||
# after_agent_callback response.
|
||||
assert len(events) == 2
|
||||
assert events[1].content.parts[0].text == mock_plugin.after_agent_text
|
||||
|
||||
|
||||
@pytest.mark.asyncio
|
||||
async def test_run_async_after_agent_callback_noop(
|
||||
request: pytest.FixtureRequest,
|
||||
@@ -757,3 +850,7 @@ def test_set_parent_agent_for_sub_agent_twice(
|
||||
name=f'{request.function.__name__}_parent_2',
|
||||
sub_agents=[sub_agent],
|
||||
)
|
||||
|
||||
|
||||
if __name__ == '__main__':
|
||||
pytest.main([__file__])
|
||||
|
||||
@@ -17,6 +17,7 @@ from unittest.mock import MagicMock
|
||||
from google.adk.agents.invocation_context import InvocationContext
|
||||
from google.adk.agents.langgraph_agent import LangGraphAgent
|
||||
from google.adk.events import Event
|
||||
from google.adk.plugins.plugin_manager import PluginManager
|
||||
from google.genai import types
|
||||
from langchain_core.messages import AIMessage
|
||||
from langchain_core.messages import HumanMessage
|
||||
@@ -169,6 +170,7 @@ async def test_langgraph_agent(
|
||||
mock_session.events = events_list
|
||||
mock_parent_context.invocation_id = "test_invocation_id"
|
||||
mock_parent_context.model_copy.return_value = mock_parent_context
|
||||
mock_parent_context.plugin_manager = PluginManager(plugins=[])
|
||||
|
||||
weather_agent = LangGraphAgent(
|
||||
name="weather_agent",
|
||||
|
||||
@@ -0,0 +1,128 @@
|
||||
# Copyright 2025 Google LLC
|
||||
#
|
||||
# Licensed under the Apache License, Version 2.0 (the "License");
|
||||
# you may not use this file except in compliance with the License.
|
||||
# You may obtain a copy of the License at
|
||||
#
|
||||
# http://www.apache.org/licenses/LICENSE-2.0
|
||||
#
|
||||
# Unless required by applicable law or agreed to in writing, software
|
||||
# distributed under the License is distributed on an "AS IS" BASIS,
|
||||
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
||||
# See the License for the specific language governing permissions and
|
||||
# limitations under the License.
|
||||
|
||||
from typing import Optional
|
||||
|
||||
from google.adk.agents import Agent
|
||||
from google.adk.agents.callback_context import CallbackContext
|
||||
from google.adk.models import LlmRequest
|
||||
from google.adk.models import LlmResponse
|
||||
from google.adk.plugins.base_plugin import BasePlugin
|
||||
from google.genai import types
|
||||
import pytest
|
||||
|
||||
from ... import testing_utils
|
||||
|
||||
|
||||
class MockPlugin(BasePlugin):
|
||||
before_model_text = 'before_model_text from MockPlugin'
|
||||
after_model_text = 'after_model_text from MockPlugin'
|
||||
|
||||
def __init__(self, name='mock_plugin'):
|
||||
self.name = name
|
||||
self.enable_before_model_callback = False
|
||||
self.enable_after_model_callback = False
|
||||
self.before_model_response = LlmResponse(
|
||||
content=testing_utils.ModelContent(
|
||||
[types.Part.from_text(text=self.before_model_text)]
|
||||
)
|
||||
)
|
||||
self.after_model_response = LlmResponse(
|
||||
content=testing_utils.ModelContent(
|
||||
[types.Part.from_text(text=self.after_model_text)]
|
||||
)
|
||||
)
|
||||
|
||||
async def before_model_callback(
|
||||
self, *, callback_context: CallbackContext, llm_request: LlmRequest
|
||||
) -> Optional[LlmResponse]:
|
||||
if not self.enable_before_model_callback:
|
||||
return None
|
||||
return self.before_model_response
|
||||
|
||||
async def after_model_callback(
|
||||
self, *, callback_context: CallbackContext, llm_response: LlmResponse
|
||||
) -> Optional[LlmResponse]:
|
||||
if not self.enable_after_model_callback:
|
||||
return None
|
||||
return self.after_model_response
|
||||
|
||||
|
||||
CANONICAL_MODEL_CALLBACK_CONTENT = 'canonical_model_callback_content'
|
||||
|
||||
|
||||
def canonical_agent_model_callback(**kwargs) -> Optional[LlmResponse]:
|
||||
return LlmResponse(
|
||||
content=testing_utils.ModelContent(
|
||||
[types.Part.from_text(text=CANONICAL_MODEL_CALLBACK_CONTENT)]
|
||||
)
|
||||
)
|
||||
|
||||
|
||||
@pytest.fixture
|
||||
def mock_plugin():
|
||||
return MockPlugin()
|
||||
|
||||
|
||||
def test_before_model_callback_with_plugin(mock_plugin):
|
||||
"""Tests that the model response is overridden by before_model_callback from the plugin."""
|
||||
responses = ['model_response']
|
||||
mock_model = testing_utils.MockModel.create(responses=responses)
|
||||
mock_plugin.enable_before_model_callback = True
|
||||
agent = Agent(
|
||||
name='root_agent',
|
||||
model=mock_model,
|
||||
)
|
||||
|
||||
runner = testing_utils.InMemoryRunner(agent, plugins=[mock_plugin])
|
||||
assert testing_utils.simplify_events(runner.run('test')) == [
|
||||
('root_agent', mock_plugin.before_model_text),
|
||||
]
|
||||
|
||||
|
||||
def test_before_model_fallback_canonical_callback(mock_plugin):
|
||||
"""Tests that when plugin returns empty response, the model response is overridden by the canonical agent model callback."""
|
||||
responses = ['model_response']
|
||||
mock_plugin.enable_before_model_callback = False
|
||||
mock_model = testing_utils.MockModel.create(responses=responses)
|
||||
agent = Agent(
|
||||
name='root_agent',
|
||||
model=mock_model,
|
||||
before_model_callback=canonical_agent_model_callback,
|
||||
)
|
||||
|
||||
runner = testing_utils.InMemoryRunner(agent)
|
||||
assert testing_utils.simplify_events(runner.run('test')) == [
|
||||
('root_agent', CANONICAL_MODEL_CALLBACK_CONTENT),
|
||||
]
|
||||
|
||||
|
||||
def test_before_model_callback_fallback_model(mock_plugin):
|
||||
"""Tests that the model response is executed normally when both plugin and canonical agent model callback return empty response."""
|
||||
responses = ['model_response']
|
||||
mock_plugin.enable_before_model_callback = False
|
||||
mock_model = testing_utils.MockModel.create(responses=responses)
|
||||
agent = Agent(
|
||||
name='root_agent',
|
||||
model=mock_model,
|
||||
)
|
||||
|
||||
runner = testing_utils.InMemoryRunner(agent, plugins=[mock_plugin])
|
||||
assert testing_utils.simplify_events(runner.run('test')) == [
|
||||
('root_agent', 'model_response'),
|
||||
]
|
||||
|
||||
|
||||
if __name__ == '__main__':
|
||||
pytest.main([__file__])
|
||||
@@ -0,0 +1,128 @@
|
||||
# Copyright 2025 Google LLC
|
||||
#
|
||||
# Licensed under the Apache License, Version 2.0 (the "License");
|
||||
# you may not use this file except in compliance with the License.
|
||||
# You may obtain a copy of the License at
|
||||
#
|
||||
# http://www.apache.org/licenses/LICENSE-2.0
|
||||
#
|
||||
# Unless required by applicable law or agreed to in writing, software
|
||||
# distributed under the License is distributed on an "AS IS" BASIS,
|
||||
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
||||
# See the License for the specific language governing permissions and
|
||||
# limitations under the License.
|
||||
|
||||
from typing import Any
|
||||
from typing import Dict
|
||||
from typing import Optional
|
||||
|
||||
from google.adk.agents import Agent
|
||||
from google.adk.events.event import Event
|
||||
from google.adk.flows.llm_flows.functions import handle_function_calls_async
|
||||
from google.adk.plugins.base_plugin import BasePlugin
|
||||
from google.adk.tools.base_tool import BaseTool
|
||||
from google.adk.tools.function_tool import FunctionTool
|
||||
from google.adk.tools.tool_context import ToolContext
|
||||
from google.genai import types
|
||||
import pytest
|
||||
|
||||
from ... import testing_utils
|
||||
|
||||
|
||||
class MockPlugin(BasePlugin):
|
||||
before_tool_response = {"MockPlugin": "before_tool_response from MockPlugin"}
|
||||
after_tool_response = {"MockPlugin": "after_tool_response from MockPlugin"}
|
||||
|
||||
def __init__(self, name="mock_plugin"):
|
||||
self.name = name
|
||||
self.enable_before_tool_callback = False
|
||||
self.enable_after_tool_callback = False
|
||||
|
||||
async def before_tool_callback(
|
||||
self,
|
||||
*,
|
||||
tool: BaseTool,
|
||||
tool_args: dict[str, Any],
|
||||
tool_context: ToolContext,
|
||||
) -> Optional[dict]:
|
||||
if not self.enable_before_tool_callback:
|
||||
return None
|
||||
return self.before_tool_response
|
||||
|
||||
async def after_tool_callback(
|
||||
self,
|
||||
*,
|
||||
tool: BaseTool,
|
||||
tool_args: dict[str, Any],
|
||||
tool_context: ToolContext,
|
||||
result: dict,
|
||||
) -> Optional[dict]:
|
||||
if not self.enable_after_tool_callback:
|
||||
return None
|
||||
return self.after_tool_response
|
||||
|
||||
|
||||
@pytest.fixture
|
||||
def mock_tool():
|
||||
def simple_fn(**kwargs) -> Dict[str, Any]:
|
||||
return {"initial": "response"}
|
||||
|
||||
return FunctionTool(simple_fn)
|
||||
|
||||
|
||||
@pytest.fixture
|
||||
def mock_plugin():
|
||||
return MockPlugin()
|
||||
|
||||
|
||||
async def invoke_tool_with_plugin(mock_tool, mock_plugin) -> Optional[Event]:
|
||||
"""Invokes a tool with a plugin."""
|
||||
model = testing_utils.MockModel.create(responses=[])
|
||||
agent = Agent(
|
||||
name="agent",
|
||||
model=model,
|
||||
tools=[mock_tool],
|
||||
)
|
||||
invocation_context = await testing_utils.create_invocation_context(
|
||||
agent=agent, user_content="", plugins=[mock_plugin]
|
||||
)
|
||||
# Build function call event
|
||||
function_call = types.FunctionCall(name=mock_tool.name, args={})
|
||||
content = types.Content(parts=[types.Part(function_call=function_call)])
|
||||
event = Event(
|
||||
invocation_id=invocation_context.invocation_id,
|
||||
author=agent.name,
|
||||
content=content,
|
||||
)
|
||||
tools_dict = {mock_tool.name: mock_tool}
|
||||
return await handle_function_calls_async(
|
||||
invocation_context,
|
||||
event,
|
||||
tools_dict,
|
||||
)
|
||||
|
||||
|
||||
@pytest.mark.asyncio
|
||||
async def test_async_before_tool_callback(mock_tool, mock_plugin):
|
||||
mock_plugin.enable_before_tool_callback = True
|
||||
|
||||
result_event = await invoke_tool_with_plugin(mock_tool, mock_plugin)
|
||||
|
||||
assert result_event is not None
|
||||
part = result_event.content.parts[0]
|
||||
assert part.function_response.response == mock_plugin.before_tool_response
|
||||
|
||||
|
||||
@pytest.mark.asyncio
|
||||
async def test_async_after_tool_callback(mock_tool, mock_plugin):
|
||||
mock_plugin.enable_after_tool_callback = True
|
||||
|
||||
result_event = await invoke_tool_with_plugin(mock_tool, mock_plugin)
|
||||
|
||||
assert result_event is not None
|
||||
part = result_event.content.parts[0]
|
||||
assert part.function_response.response == mock_plugin.after_tool_response
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
pytest.main([__file__])
|
||||
@@ -15,13 +15,20 @@
|
||||
from typing import Optional
|
||||
|
||||
from google.adk.agents.base_agent import BaseAgent
|
||||
from google.adk.agents.invocation_context import InvocationContext
|
||||
from google.adk.agents.llm_agent import LlmAgent
|
||||
from google.adk.artifacts.in_memory_artifact_service import InMemoryArtifactService
|
||||
from google.adk.events.event import Event
|
||||
from google.adk.plugins.base_plugin import BasePlugin
|
||||
from google.adk.runners import Runner
|
||||
from google.adk.sessions.in_memory_session_service import InMemorySessionService
|
||||
from google.adk.sessions.session import Session
|
||||
from google.genai import types
|
||||
import pytest
|
||||
|
||||
TEST_APP_ID = "test_app"
|
||||
TEST_USER_ID = "test_user"
|
||||
TEST_SESSION_ID = "test_session"
|
||||
|
||||
|
||||
class MockAgent(BaseAgent):
|
||||
@@ -72,6 +79,51 @@ class MockLlmAgent(LlmAgent):
|
||||
)
|
||||
|
||||
|
||||
class MockPlugin(BasePlugin):
|
||||
"""Mock plugin for unit testing."""
|
||||
|
||||
ON_USER_CALLBACK_MSG = (
|
||||
"Modified user message ON_USER_CALLBACK_MSG from MockPlugin"
|
||||
)
|
||||
ON_EVENT_CALLBACK_MSG = "Modified event ON_EVENT_CALLBACK_MSG from MockPlugin"
|
||||
|
||||
def __init__(self):
|
||||
super().__init__(name="mock_plugin")
|
||||
self.enable_user_message_callback = False
|
||||
self.enable_event_callback = False
|
||||
|
||||
async def on_user_message_callback(
|
||||
self,
|
||||
*,
|
||||
invocation_context: InvocationContext,
|
||||
user_message: types.Content,
|
||||
) -> Optional[types.Content]:
|
||||
if not self.enable_user_message_callback:
|
||||
return None
|
||||
return types.Content(
|
||||
role="model",
|
||||
parts=[types.Part(text=self.ON_USER_CALLBACK_MSG)],
|
||||
)
|
||||
|
||||
async def on_event_callback(
|
||||
self, *, invocation_context: InvocationContext, event: Event
|
||||
) -> Optional[Event]:
|
||||
if not self.enable_event_callback:
|
||||
return None
|
||||
return Event(
|
||||
invocation_id="",
|
||||
author="",
|
||||
content=types.Content(
|
||||
parts=[
|
||||
types.Part(
|
||||
text=self.ON_EVENT_CALLBACK_MSG,
|
||||
)
|
||||
],
|
||||
role=event.content.role,
|
||||
),
|
||||
)
|
||||
|
||||
|
||||
class TestRunnerFindAgentToRun:
|
||||
"""Tests for Runner._find_agent_to_run method."""
|
||||
|
||||
@@ -308,3 +360,73 @@ class TestRunnerFindAgentToRun:
|
||||
# MockAgent inherits from BaseAgent, not LlmAgent, so it should return False
|
||||
result = self.runner._is_transferable_across_agent_tree(non_llm_agent)
|
||||
assert result is False
|
||||
|
||||
|
||||
class TestRunnerWithPlugins:
|
||||
"""Tests for Runner with plugins."""
|
||||
|
||||
def setup_method(self):
|
||||
self.plugin = MockPlugin()
|
||||
self.session_service = InMemorySessionService()
|
||||
self.artifact_service = InMemoryArtifactService()
|
||||
self.root_agent = MockLlmAgent("root_agent")
|
||||
self.runner = Runner(
|
||||
app_name="test_app",
|
||||
agent=MockLlmAgent("test_agent"),
|
||||
session_service=self.session_service,
|
||||
artifact_service=self.artifact_service,
|
||||
plugins=[self.plugin],
|
||||
)
|
||||
|
||||
async def run_test(self, original_user_input="Hello") -> list[Event]:
|
||||
"""Prepares the test by creating a session and running the runner."""
|
||||
await self.session_service.create_session(
|
||||
app_name=TEST_APP_ID, user_id=TEST_USER_ID, session_id=TEST_SESSION_ID
|
||||
)
|
||||
events = []
|
||||
async for event in self.runner.run_async(
|
||||
user_id=TEST_USER_ID,
|
||||
session_id=TEST_SESSION_ID,
|
||||
new_message=types.Content(
|
||||
role="user", parts=[types.Part(text=original_user_input)]
|
||||
),
|
||||
):
|
||||
events.append(event)
|
||||
return events
|
||||
|
||||
@pytest.mark.asyncio
|
||||
async def test_runner_is_initialized_with_plugins(self):
|
||||
"""Test that the runner is initialized with plugins."""
|
||||
await self.run_test()
|
||||
|
||||
assert self.runner.plugin_manager is not None
|
||||
|
||||
@pytest.mark.asyncio
|
||||
async def test_runner_modifies_user_message_before_execution(self):
|
||||
"""Test that the runner modifies the user message before execution."""
|
||||
original_user_input = "original_input"
|
||||
self.plugin.enable_user_message_callback = True
|
||||
|
||||
await self.run_test(original_user_input=original_user_input)
|
||||
session = await self.session_service.get_session(
|
||||
app_name=TEST_APP_ID, user_id=TEST_USER_ID, session_id=TEST_SESSION_ID
|
||||
)
|
||||
generated_event = session.events[0]
|
||||
modified_user_message = generated_event.content.parts[0].text
|
||||
|
||||
assert modified_user_message == MockPlugin.ON_USER_CALLBACK_MSG
|
||||
|
||||
@pytest.mark.asyncio
|
||||
async def test_runner_modifies_event_after_execution(self):
|
||||
"""Test that the runner modifies the event after execution."""
|
||||
self.plugin.enable_event_callback = True
|
||||
|
||||
events = await self.run_test()
|
||||
generated_event = events[0]
|
||||
modified_event_message = generated_event.content.parts[0].text
|
||||
|
||||
assert modified_event_message == MockPlugin.ON_EVENT_CALLBACK_MSG
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
pytest.main([__file__])
|
||||
|
||||
@@ -30,6 +30,8 @@ from google.adk.models.base_llm import BaseLlm
|
||||
from google.adk.models.base_llm_connection import BaseLlmConnection
|
||||
from google.adk.models.llm_request import LlmRequest
|
||||
from google.adk.models.llm_response import LlmResponse
|
||||
from google.adk.plugins.base_plugin import BasePlugin
|
||||
from google.adk.plugins.plugin_manager import PluginManager
|
||||
from google.adk.runners import InMemoryRunner as AfInMemoryRunner
|
||||
from google.adk.runners import Runner
|
||||
from google.adk.sessions.in_memory_session_service import InMemorySessionService
|
||||
@@ -57,7 +59,10 @@ class ModelContent(types.Content):
|
||||
|
||||
|
||||
async def create_invocation_context(
|
||||
agent: Agent, user_content: str = '', run_config: RunConfig = None
|
||||
agent: Agent,
|
||||
user_content: str = '',
|
||||
run_config: RunConfig = None,
|
||||
plugins: list[BasePlugin] = [],
|
||||
):
|
||||
invocation_id = 'test_id'
|
||||
artifact_service = InMemoryArtifactService()
|
||||
@@ -67,6 +72,7 @@ async def create_invocation_context(
|
||||
artifact_service=artifact_service,
|
||||
session_service=session_service,
|
||||
memory_service=memory_service,
|
||||
plugin_manager=PluginManager(plugins=plugins),
|
||||
invocation_id=invocation_id,
|
||||
agent=agent,
|
||||
session=await session_service.create_session(
|
||||
@@ -165,6 +171,7 @@ class InMemoryRunner:
|
||||
self,
|
||||
root_agent: Union[Agent, LlmAgent],
|
||||
response_modalities: list[str] = None,
|
||||
plugins: list[BasePlugin] = [],
|
||||
):
|
||||
self.root_agent = root_agent
|
||||
self.runner = Runner(
|
||||
@@ -173,6 +180,7 @@ class InMemoryRunner:
|
||||
artifact_service=InMemoryArtifactService(),
|
||||
session_service=InMemorySessionService(),
|
||||
memory_service=InMemoryMemoryService(),
|
||||
plugins=plugins,
|
||||
)
|
||||
self.session_id = None
|
||||
|
||||
|
||||
Reference in New Issue
Block a user