mirror of
https://github.com/encounter/adk-python.git
synced 2026-07-09 18:19:28 -07:00
feat: Add on_tool_error_callback in LlmAgent
PiperOrigin-RevId: 824598502
This commit is contained in:
committed by
Copybara-Service
parent
496f8cd6bb
commit
36ca4f1204
@@ -20,6 +20,7 @@ from google.adk.tools.tool_context import ToolContext
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from google.genai import types
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from google.genai.types import Part
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from pydantic import BaseModel
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import pytest
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from ... import testing_utils
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@@ -28,7 +29,13 @@ def simple_function(input_str: str) -> str:
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return {'result': input_str}
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def simple_function_with_error() -> str:
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raise SystemError('simple_function_with_error')
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class MockBeforeToolCallback(BaseModel):
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"""Mock before tool callback."""
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mock_response: dict[str, object]
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modify_tool_request: bool = False
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@@ -45,6 +52,8 @@ class MockBeforeToolCallback(BaseModel):
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class MockAfterToolCallback(BaseModel):
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"""Mock after tool callback."""
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mock_response: dict[str, object]
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modify_tool_request: bool = False
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modify_tool_response: bool = False
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@@ -65,6 +74,24 @@ class MockAfterToolCallback(BaseModel):
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return self.mock_response
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class MockOnToolErrorCallback(BaseModel):
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"""Mock on tool error callback."""
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mock_response: dict[str, object]
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modify_tool_response: bool = False
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def __call__(
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self,
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tool: BaseTool,
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args: dict[str, Any],
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tool_context: ToolContext,
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error: Exception,
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) -> dict[str, object]:
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if self.modify_tool_response:
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return self.mock_response
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return None
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def noop_callback(
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**kwargs,
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) -> dict[str, object]:
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@@ -72,6 +99,7 @@ def noop_callback(
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def test_before_tool_callback():
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"""Test that the before_tool_callback is called before the tool is called."""
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responses = [
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types.Part.from_function_call(name='simple_function', args={}),
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'response1',
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@@ -100,6 +128,7 @@ def test_before_tool_callback():
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def test_before_tool_callback_noop():
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"""Test that the before_tool_callback is a no-op when not overridden."""
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responses = [
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types.Part.from_function_call(
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name='simple_function', args={'input_str': 'simple_function_call'}
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@@ -134,6 +163,7 @@ def test_before_tool_callback_noop():
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def test_before_tool_callback_modify_tool_request():
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"""Test that the before_tool_callback modifies the tool request."""
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responses = [
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types.Part.from_function_call(name='simple_function', args={}),
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'response1',
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@@ -164,6 +194,7 @@ def test_before_tool_callback_modify_tool_request():
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def test_after_tool_callback():
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"""Test that the after_tool_callback is called after the tool is called."""
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responses = [
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types.Part.from_function_call(
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name='simple_function', args={'input_str': 'simple_function_call'}
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@@ -199,6 +230,7 @@ def test_after_tool_callback():
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def test_after_tool_callback_noop():
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"""Test that the after_tool_callback is a no-op when not overridden."""
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responses = [
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types.Part.from_function_call(
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name='simple_function', args={'input_str': 'simple_function_call'}
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@@ -233,6 +265,7 @@ def test_after_tool_callback_noop():
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def test_after_tool_callback_modify_tool_response():
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"""Test that the after_tool_callback modifies the tool response."""
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responses = [
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types.Part.from_function_call(
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name='simple_function', args={'input_str': 'simple_function_call'}
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@@ -267,3 +300,135 @@ def test_after_tool_callback_modify_tool_response():
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),
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('root_agent', 'response1'),
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]
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async def test_on_tool_error_callback_tool_not_found_noop():
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"""Test that the on_tool_error_callback is a no-op when the tool is not found."""
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responses = [
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types.Part.from_function_call(
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name='nonexistent_function',
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args={'input_str': 'simple_function_call'},
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),
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'response1',
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]
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mock_model = testing_utils.MockModel.create(responses=responses)
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agent = Agent(
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name='root_agent',
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model=mock_model,
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on_tool_error_callback=noop_callback,
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tools=[simple_function],
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)
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runner = testing_utils.InMemoryRunner(agent)
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with pytest.raises(ValueError):
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await runner.run_async('test')
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def test_on_tool_error_callback_tool_not_found_modify_tool_response():
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"""Test that the on_tool_error_callback modifies the tool response when the tool is not found."""
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responses = [
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types.Part.from_function_call(
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name='nonexistent_function',
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args={'input_str': 'simple_function_call'},
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),
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'response1',
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]
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mock_model = testing_utils.MockModel.create(responses=responses)
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agent = Agent(
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name='root_agent',
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model=mock_model,
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on_tool_error_callback=MockOnToolErrorCallback(
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mock_response={'result': 'on_tool_error_callback_response'},
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modify_tool_response=True,
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),
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tools=[simple_function],
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)
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runner = testing_utils.InMemoryRunner(agent)
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assert testing_utils.simplify_events(runner.run('test')) == [
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(
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'root_agent',
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Part.from_function_call(
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name='nonexistent_function',
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args={'input_str': 'simple_function_call'},
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),
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),
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(
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'root_agent',
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Part.from_function_response(
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name='nonexistent_function',
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response={'result': 'on_tool_error_callback_response'},
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),
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),
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('root_agent', 'response1'),
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]
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async def test_on_tool_error_callback_tool_error_noop():
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"""Test that the on_tool_error_callback is a no-op when the tool returns an error."""
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responses = [
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types.Part.from_function_call(
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name='simple_function_with_error',
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args={},
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),
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'response1',
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]
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mock_model = testing_utils.MockModel.create(responses=responses)
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agent = Agent(
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name='root_agent',
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model=mock_model,
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on_tool_error_callback=noop_callback,
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tools=[simple_function_with_error],
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)
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runner = testing_utils.InMemoryRunner(agent)
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with pytest.raises(SystemError):
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await runner.run_async('test')
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def test_on_tool_error_callback_tool_error_modify_tool_response():
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"""Test that the on_tool_error_callback modifies the tool response when the tool returns an error."""
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async def async_on_tool_error_callback(
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tool: BaseTool,
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args: dict[str, Any],
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tool_context: ToolContext,
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error: Exception,
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) -> dict[str, object]:
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if tool.name == 'simple_function_with_error':
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return {'result': 'async_on_tool_error_callback_response'}
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return None
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responses = [
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types.Part.from_function_call(
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name='simple_function_with_error',
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args={},
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),
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'response1',
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]
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mock_model = testing_utils.MockModel.create(responses=responses)
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agent = Agent(
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name='root_agent',
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model=mock_model,
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on_tool_error_callback=async_on_tool_error_callback,
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tools=[simple_function_with_error],
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)
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runner = testing_utils.InMemoryRunner(agent)
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assert testing_utils.simplify_events(runner.run('test')) == [
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(
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'root_agent',
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Part.from_function_call(
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name='simple_function_with_error',
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args={},
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),
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),
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(
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'root_agent',
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Part.from_function_response(
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name='simple_function_with_error',
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response={'result': 'async_on_tool_error_callback_response'},
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),
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),
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('root_agent', 'response1'),
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]
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