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PiperOrigin-RevId: 748777998
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Google ADK Member
2025-04-17 19:50:22 +00:00
committed by hangfei
parent 290058eb05
commit 61d4be2d76
99 changed files with 2120 additions and 256 deletions

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gkcng

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# 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 . import agent

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# 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 List
from typing import Union
from google.adk import Agent
from google.adk.tools import ToolContext
from pydantic import BaseModel
def update_fc(
data_one: str,
data_two: Union[int, float, str],
data_three: list[str],
data_four: List[Union[int, float, str]],
tool_context: ToolContext,
):
"""Simply ask to update these variables in the context"""
tool_context.actions.update_state("data_one", data_one)
tool_context.actions.update_state("data_two", data_two)
tool_context.actions.update_state("data_three", data_three)
tool_context.actions.update_state("data_four", data_four)
root_agent = Agent(
model="gemini-1.5-flash",
name="root_agent",
instruction="Call tools",
flow="auto",
tools=[update_fc],
)

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{
"id": "ead43200-b575-4241-9248-233b4be4f29a",
"context": {
"_time": "2024-12-01 09:02:43.531503",
"data_one": "RRRR",
"data_two": "3.141529",
"data_three": [
"apple",
"banana"
],
"data_four": [
"1",
"hello",
"3.14"
]
},
"events": [
{
"invocation_id": "6BGrtKJu",
"author": "user",
"content": {
"parts": [
{
"text": "hi"
}
],
"role": "user"
},
"options": {},
"id": "ltzQTqR4",
"timestamp": 1733043686.8428597
},
{
"invocation_id": "6BGrtKJu",
"author": "root_agent",
"content": {
"parts": [
{
"text": "Hello! 👋 How can I help you today? \n"
}
],
"role": "model"
},
"options": {
"partial": false
},
"id": "ClSROx8b",
"timestamp": 1733043688.1030986
},
{
"invocation_id": "M3dUcVa8",
"author": "user",
"content": {
"parts": [
{
"text": "update data_one to be RRRR, data_two to be 3.141529, data_three to be apple and banana, data_four to be 1, hello, and 3.14"
}
],
"role": "user"
},
"options": {},
"id": "yxigGwIZ",
"timestamp": 1733043745.9900541
},
{
"invocation_id": "M3dUcVa8",
"author": "root_agent",
"content": {
"parts": [
{
"function_call": {
"args": {
"data_four": [
"1",
"hello",
"3.14"
],
"data_two": "3.141529",
"data_three": [
"apple",
"banana"
],
"data_one": "RRRR"
},
"name": "update_fc"
}
}
],
"role": "model"
},
"options": {
"partial": false
},
"id": "8V6de8th",
"timestamp": 1733043747.4545543
},
{
"invocation_id": "M3dUcVa8",
"author": "root_agent",
"content": {
"parts": [
{
"function_response": {
"name": "update_fc",
"response": {}
}
}
],
"role": "user"
},
"options": {
"update_context": {
"data_one": "RRRR",
"data_two": "3.141529",
"data_three": [
"apple",
"banana"
],
"data_four": [
"1",
"hello",
"3.14"
]
},
"function_call_event_id": "8V6de8th"
},
"id": "dkTj5v8B",
"timestamp": 1733043747.457031
},
{
"invocation_id": "M3dUcVa8",
"author": "root_agent",
"content": {
"parts": [
{
"text": "OK. I've updated the data. Anything else? \n"
}
],
"role": "model"
},
"options": {
"partial": false
},
"id": "OZ77XR41",
"timestamp": 1733043748.7901294
}
],
"past_events": [],
"pending_events": {},
"artifacts": {},
"event_logs": [
{
"invocation_id": "6BGrtKJu",
"event_id": "ClSROx8b",
"model_request": {
"model": "gemini-1.5-flash",
"contents": [
{
"parts": [
{
"text": "hi"
}
],
"role": "user"
}
],
"config": {
"system_instruction": "You are an agent. Your name is root_agent.\nCall tools",
"tools": [
{
"function_declarations": [
{
"description": "Hello",
"name": "update_fc",
"parameters": {
"type": "OBJECT",
"properties": {
"data_one": {
"type": "STRING"
},
"data_two": {
"type": "STRING"
},
"data_three": {
"type": "ARRAY",
"items": {
"type": "STRING"
}
},
"data_four": {
"type": "ARRAY",
"items": {
"any_of": [
{
"type": "INTEGER"
},
{
"type": "NUMBER"
},
{
"type": "STRING"
}
],
"type": "STRING"
}
}
}
}
}
]
}
]
}
},
"model_response": {
"candidates": [
{
"content": {
"parts": [
{
"text": "Hello! 👋 How can I help you today? \n"
}
],
"role": "model"
},
"avg_logprobs": -0.15831730915949896,
"finish_reason": "STOP",
"safety_ratings": [
{
"category": "HARM_CATEGORY_HATE_SPEECH",
"probability": "NEGLIGIBLE",
"probability_score": 0.071777344,
"severity": "HARM_SEVERITY_NEGLIGIBLE",
"severity_score": 0.07080078
},
{
"category": "HARM_CATEGORY_DANGEROUS_CONTENT",
"probability": "NEGLIGIBLE",
"probability_score": 0.16308594,
"severity": "HARM_SEVERITY_NEGLIGIBLE",
"severity_score": 0.14160156
},
{
"category": "HARM_CATEGORY_HARASSMENT",
"probability": "NEGLIGIBLE",
"probability_score": 0.09423828,
"severity": "HARM_SEVERITY_NEGLIGIBLE",
"severity_score": 0.037841797
},
{
"category": "HARM_CATEGORY_SEXUALLY_EXPLICIT",
"probability": "NEGLIGIBLE",
"probability_score": 0.059326172,
"severity": "HARM_SEVERITY_NEGLIGIBLE",
"severity_score": 0.02368164
}
]
}
],
"model_version": "gemini-1.5-flash-001",
"usage_metadata": {
"candidates_token_count": 13,
"prompt_token_count": 32,
"total_token_count": 45
}
}
},
{
"invocation_id": "M3dUcVa8",
"event_id": "8V6de8th",
"model_request": {
"model": "gemini-1.5-flash",
"contents": [
{
"parts": [
{
"text": "hi"
}
],
"role": "user"
},
{
"parts": [
{
"text": "Hello! 👋 How can I help you today? \n"
}
],
"role": "model"
},
{
"parts": [
{
"text": "update data_one to be RRRR, data_two to be 3.141529, data_three to be apple and banana, data_four to be 1, hello, and 3.14"
}
],
"role": "user"
}
],
"config": {
"system_instruction": "You are an agent. Your name is root_agent.\nCall tools",
"tools": [
{
"function_declarations": [
{
"description": "Hello",
"name": "update_fc",
"parameters": {
"type": "OBJECT",
"properties": {
"data_one": {
"type": "STRING"
},
"data_two": {
"type": "STRING"
},
"data_three": {
"type": "ARRAY",
"items": {
"type": "STRING"
}
},
"data_four": {
"type": "ARRAY",
"items": {
"any_of": [
{
"type": "INTEGER"
},
{
"type": "NUMBER"
},
{
"type": "STRING"
}
],
"type": "STRING"
}
}
}
}
}
]
}
]
}
},
"model_response": {
"candidates": [
{
"content": {
"parts": [
{
"function_call": {
"args": {
"data_four": [
"1",
"hello",
"3.14"
],
"data_two": "3.141529",
"data_three": [
"apple",
"banana"
],
"data_one": "RRRR"
},
"name": "update_fc"
}
}
],
"role": "model"
},
"avg_logprobs": -2.100960955431219e-6,
"finish_reason": "STOP",
"safety_ratings": [
{
"category": "HARM_CATEGORY_HATE_SPEECH",
"probability": "NEGLIGIBLE",
"probability_score": 0.12158203,
"severity": "HARM_SEVERITY_NEGLIGIBLE",
"severity_score": 0.13671875
},
{
"category": "HARM_CATEGORY_DANGEROUS_CONTENT",
"probability": "NEGLIGIBLE",
"probability_score": 0.421875,
"severity": "HARM_SEVERITY_LOW",
"severity_score": 0.24511719
},
{
"category": "HARM_CATEGORY_HARASSMENT",
"probability": "NEGLIGIBLE",
"probability_score": 0.15722656,
"severity": "HARM_SEVERITY_NEGLIGIBLE",
"severity_score": 0.072753906
},
{
"category": "HARM_CATEGORY_SEXUALLY_EXPLICIT",
"probability": "NEGLIGIBLE",
"probability_score": 0.083984375,
"severity": "HARM_SEVERITY_NEGLIGIBLE",
"severity_score": 0.03564453
}
]
}
],
"model_version": "gemini-1.5-flash-001",
"usage_metadata": {
"candidates_token_count": 32,
"prompt_token_count": 94,
"total_token_count": 126
}
}
},
{
"invocation_id": "M3dUcVa8",
"event_id": "OZ77XR41",
"model_request": {
"model": "gemini-1.5-flash",
"contents": [
{
"parts": [
{
"text": "hi"
}
],
"role": "user"
},
{
"parts": [
{
"text": "Hello! 👋 How can I help you today? \n"
}
],
"role": "model"
},
{
"parts": [
{
"text": "update data_one to be RRRR, data_two to be 3.141529, data_three to be apple and banana, data_four to be 1, hello, and 3.14"
}
],
"role": "user"
},
{
"parts": [
{
"function_call": {
"args": {
"data_four": [
"1",
"hello",
"3.14"
],
"data_two": "3.141529",
"data_three": [
"apple",
"banana"
],
"data_one": "RRRR"
},
"name": "update_fc"
}
}
],
"role": "model"
},
{
"parts": [
{
"function_response": {
"name": "update_fc",
"response": {}
}
}
],
"role": "user"
}
],
"config": {
"system_instruction": "You are an agent. Your name is root_agent.\nCall tools",
"tools": [
{
"function_declarations": [
{
"description": "Hello",
"name": "update_fc",
"parameters": {
"type": "OBJECT",
"properties": {
"data_one": {
"type": "STRING"
},
"data_two": {
"type": "STRING"
},
"data_three": {
"type": "ARRAY",
"items": {
"type": "STRING"
}
},
"data_four": {
"type": "ARRAY",
"items": {
"any_of": [
{
"type": "INTEGER"
},
{
"type": "NUMBER"
},
{
"type": "STRING"
}
],
"type": "STRING"
}
}
}
}
}
]
}
]
}
},
"model_response": {
"candidates": [
{
"content": {
"parts": [
{
"text": "OK. I've updated the data. Anything else? \n"
}
],
"role": "model"
},
"avg_logprobs": -0.22089435373033797,
"finish_reason": "STOP",
"safety_ratings": [
{
"category": "HARM_CATEGORY_HATE_SPEECH",
"probability": "NEGLIGIBLE",
"probability_score": 0.04663086,
"severity": "HARM_SEVERITY_NEGLIGIBLE",
"severity_score": 0.09423828
},
{
"category": "HARM_CATEGORY_DANGEROUS_CONTENT",
"probability": "NEGLIGIBLE",
"probability_score": 0.18554688,
"severity": "HARM_SEVERITY_NEGLIGIBLE",
"severity_score": 0.111328125
},
{
"category": "HARM_CATEGORY_HARASSMENT",
"probability": "NEGLIGIBLE",
"probability_score": 0.071777344,
"severity": "HARM_SEVERITY_NEGLIGIBLE",
"severity_score": 0.03112793
},
{
"category": "HARM_CATEGORY_SEXUALLY_EXPLICIT",
"probability": "NEGLIGIBLE",
"probability_score": 0.043945313,
"severity": "HARM_SEVERITY_NEGLIGIBLE",
"severity_score": 0.057373047
}
]
}
],
"model_version": "gemini-1.5-flash-001",
"usage_metadata": {
"candidates_token_count": 14,
"prompt_token_count": 129,
"total_token_count": 143
}
}
}
]
}