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This commit is contained in:
wehub-resource-sync
2026-07-13 13:25:13 +08:00
commit ec2b666284
2231 changed files with 491535 additions and 0 deletions
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# ADK Agent Sub-Agents Sample
## Overview
This sample demonstrates how to create a hierarchical agent setup using sub-agents in the **ADK** framework, and also showcases how to use tool confirmation.
It defines a root `Agent` named `sub_agents` that coordinates two sub-agents: `info_agent` and `close_agent`.
- `info_agent` is equipped with a tool to check account status.
- `close_agent` is equipped with a tool to close accounts, which requires user confirmation before execution.
The root agent delegates tasks to these sub-agents based on the user's prompt. This sample illustrates how to modularize capabilities into separate agents instead of combining all tools on a single agent.
## Sample Inputs
- `Check the status of account ACC-123.`
- `Close account ACC-123.`
- `Check if account ACC-123 is active, and if so, close it.`
## Graph
```mermaid
graph TD
sub_agents[Agent: sub_agents] --> info_agent[Agent: info_agent]
sub_agents --> close_agent[Agent: close_agent]
info_agent --> get_account_status[Tool: get_account_status]
close_agent --> close_account[Tool: close_account <br/>requires confirmation]
```
## How To
1. Define the specific tools for each sub-agent:
```python
def get_account_status(account_id: str) -> str:
"""Gets the status of a bank account."""
return f"Account {account_id} is active."
def close_account(account_id: str) -> str:
"""Closes a bank account."""
return f"Account {account_id} has been closed."
```
1. Register tools to their respective sub-agents, using `FunctionTool` for confirmation:
```python
from google.adk.agents import Agent
from google.adk.tools.function_tool import FunctionTool
info_agent = Agent(
name="info_agent",
description="An agent that can check account status.",
tools=[get_account_status],
)
close_agent = Agent(
name="close_agent",
description="An agent that can close accounts.",
tools=[FunctionTool(func=close_account, require_confirmation=True)],
)
```
1. Add the sub-agents to the root agent's `sub_agents` list:
```python
root_agent = Agent(
name="sub_agents",
sub_agents=[info_agent, close_agent],
)
```
@@ -0,0 +1,15 @@
# Copyright 2026 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 . import agent
@@ -0,0 +1,64 @@
# Copyright 2026 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 __future__ import annotations
from google.adk.agents import Agent
from google.adk.tools.function_tool import FunctionTool
def get_account_status(account_id: str) -> str:
"""Gets the status of a bank account.
Args:
account_id: The account ID to check.
Returns:
The status of the account.
"""
return f"Account {account_id} is active."
def close_account(account_id: str) -> str:
"""Closes a bank account. This action requires user confirmation.
Args:
account_id: The account ID to close.
Returns:
A confirmation message.
"""
return f"Account {account_id} has been closed."
info_agent = Agent(
name="info_agent",
description="An agent that can check account status.",
tools=[get_account_status],
)
close_agent = Agent(
name="close_agent",
description="An agent that can close accounts.",
tools=[FunctionTool(func=close_account, require_confirmation=True)],
)
root_agent = Agent(
name="sub_agents",
description=(
"A root agent that can check accounts and close them by delegating to"
" sub-agents."
),
sub_agents=[info_agent, close_agent],
)
@@ -0,0 +1,315 @@
{
"events": [
{
"author": "user",
"content": {
"parts": [
{
"text": "Check if account ACC-123 is active, and if so, close it."
}
],
"role": "user"
},
"id": "e-1",
"invocationId": "i-1",
"nodeInfo": {
"path": ""
}
},
{
"author": "sub_agents",
"content": {
"parts": [
{
"functionCall": {
"args": {
"agent_name": "info_agent"
},
"id": "fc-1",
"name": "transfer_to_agent"
}
}
],
"role": "model"
},
"finishReason": "STOP",
"id": "e-2",
"invocationId": "i-1",
"longRunningToolIds": [],
"nodeInfo": {
"path": "sub_agents@1"
}
},
{
"actions": {
"transferToAgent": "info_agent"
},
"author": "sub_agents",
"content": {
"parts": [
{
"functionResponse": {
"id": "fc-1",
"name": "transfer_to_agent",
"response": {
"result": null
}
}
}
],
"role": "user"
},
"id": "e-3",
"invocationId": "i-1",
"nodeInfo": {
"path": "sub_agents@1"
}
},
{
"author": "info_agent",
"content": {
"parts": [
{
"functionCall": {
"args": {
"account_id": "ACC-123"
},
"id": "fc-2",
"name": "get_account_status"
}
}
],
"role": "model"
},
"finishReason": "STOP",
"id": "e-4",
"invocationId": "i-1",
"longRunningToolIds": [],
"nodeInfo": {
"path": "sub_agents@1/info_agent@1"
}
},
{
"author": "info_agent",
"content": {
"parts": [
{
"functionResponse": {
"id": "fc-2",
"name": "get_account_status",
"response": {
"result": "Account ACC-123 is active."
}
}
}
],
"role": "user"
},
"id": "e-5",
"invocationId": "i-1",
"nodeInfo": {
"path": "sub_agents@1/info_agent@1"
}
},
{
"author": "info_agent",
"content": {
"parts": [
{
"functionCall": {
"args": {
"agent_name": "close_agent"
},
"id": "fc-3",
"name": "transfer_to_agent"
}
}
],
"role": "model"
},
"finishReason": "STOP",
"id": "e-6",
"invocationId": "i-1",
"longRunningToolIds": [],
"nodeInfo": {
"path": "sub_agents@1/info_agent@1"
}
},
{
"actions": {
"transferToAgent": "close_agent"
},
"author": "info_agent",
"content": {
"parts": [
{
"functionResponse": {
"id": "fc-3",
"name": "transfer_to_agent",
"response": {
"result": null
}
}
}
],
"role": "user"
},
"id": "e-7",
"invocationId": "i-1",
"nodeInfo": {
"path": "sub_agents@1/info_agent@1"
}
},
{
"author": "close_agent",
"content": {
"parts": [
{
"functionCall": {
"args": {
"account_id": "ACC-123"
},
"id": "fc-4",
"name": "close_account"
}
}
],
"role": "model"
},
"finishReason": "STOP",
"id": "e-8",
"invocationId": "i-1",
"longRunningToolIds": [],
"nodeInfo": {
"path": "sub_agents@1/close_agent@1"
}
},
{
"author": "close_agent",
"content": {
"parts": [
{
"functionCall": {
"args": {
"originalFunctionCall": {
"args": {
"account_id": "ACC-123"
},
"id": "fc-4",
"name": "close_account"
},
"toolConfirmation": {
"confirmed": false,
"hint": "Please approve or reject the tool call close_account() by responding with a FunctionResponse with an expected ToolConfirmation payload."
}
},
"id": "fc-5",
"name": "adk_request_confirmation"
}
}
],
"role": "model"
},
"id": "e-9",
"invocationId": "i-1",
"longRunningToolIds": [
"fc-5"
],
"nodeInfo": {
"path": "sub_agents@1/close_agent@1"
}
},
{
"actions": {
"requestedToolConfirmations": {
"fc-4": {
"confirmed": false,
"hint": "Please approve or reject the tool call close_account() by responding with a FunctionResponse with an expected ToolConfirmation payload."
}
},
"skipSummarization": true
},
"author": "close_agent",
"content": {
"parts": [
{
"functionResponse": {
"id": "fc-4",
"name": "close_account",
"response": {
"error": "This tool call requires confirmation, please approve or reject."
}
}
}
],
"role": "user"
},
"id": "e-10",
"invocationId": "i-1",
"nodeInfo": {
"path": "sub_agents@1/close_agent@1"
}
},
{
"author": "user",
"content": {
"parts": [
{
"functionResponse": {
"id": "fc-5",
"name": "adk_request_confirmation",
"response": {
"confirmed": true
}
}
}
],
"role": "user"
},
"id": "e-11",
"invocationId": "i-1",
"nodeInfo": {
"path": ""
}
},
{
"author": "close_agent",
"content": {
"parts": [
{
"functionResponse": {
"id": "fc-4",
"name": "close_account",
"response": {
"result": "Account ACC-123 has been closed."
}
}
}
],
"role": "user"
},
"id": "e-12",
"invocationId": "i-1",
"nodeInfo": {
"path": "sub_agents@1/close_agent@1"
}
},
{
"author": "close_agent",
"content": {
"parts": [
{
"text": "Account ACC-123 has been closed."
}
],
"role": "model"
},
"finishReason": "STOP",
"id": "e-13",
"invocationId": "i-1",
"nodeInfo": {
"path": "sub_agents@1/close_agent@1"
}
}
]
}
@@ -0,0 +1,132 @@
{
"events": [
{
"author": "user",
"content": {
"parts": [
{
"text": "Check the status of account ACC-123"
}
],
"role": "user"
},
"id": "e-1",
"invocationId": "i-1",
"nodeInfo": {
"path": ""
}
},
{
"author": "sub_agents",
"content": {
"parts": [
{
"functionCall": {
"args": {
"agent_name": "info_agent"
},
"id": "fc-1",
"name": "transfer_to_agent"
}
}
],
"role": "model"
},
"finishReason": "STOP",
"id": "e-2",
"invocationId": "i-1",
"longRunningToolIds": [],
"nodeInfo": {
"path": "sub_agents@1"
}
},
{
"actions": {
"transferToAgent": "info_agent"
},
"author": "sub_agents",
"content": {
"parts": [
{
"functionResponse": {
"id": "fc-1",
"name": "transfer_to_agent",
"response": {
"result": null
}
}
}
],
"role": "user"
},
"id": "e-3",
"invocationId": "i-1",
"nodeInfo": {
"path": "sub_agents@1"
}
},
{
"author": "info_agent",
"content": {
"parts": [
{
"functionCall": {
"args": {
"account_id": "ACC-123"
},
"id": "fc-2",
"name": "get_account_status"
}
}
],
"role": "model"
},
"finishReason": "STOP",
"id": "e-4",
"invocationId": "i-1",
"longRunningToolIds": [],
"nodeInfo": {
"path": "sub_agents@1/info_agent@1"
}
},
{
"author": "info_agent",
"content": {
"parts": [
{
"functionResponse": {
"id": "fc-2",
"name": "get_account_status",
"response": {
"result": "Account ACC-123 is active."
}
}
}
],
"role": "user"
},
"id": "e-5",
"invocationId": "i-1",
"nodeInfo": {
"path": "sub_agents@1/info_agent@1"
}
},
{
"author": "info_agent",
"content": {
"parts": [
{
"text": "Account ACC-123 is active."
}
],
"role": "model"
},
"finishReason": "STOP",
"id": "e-6",
"invocationId": "i-1",
"nodeInfo": {
"path": "sub_agents@1/info_agent@1"
}
}
]
}