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wehub-resource-sync
2026-07-13 13:25:13 +08:00
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# Config-based Agent Sample - LLM multi-agent
From contributing/samples/hello_world_ma/
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# 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.
import random
from google.adk.examples.example import Example
from google.adk.tools.example_tool import ExampleTool
from google.genai import types
def roll_die(sides: int) -> int:
"""Roll a die and return the rolled result."""
return random.randint(1, sides)
def check_prime(nums: list[int]) -> str:
"""Check if a given list of numbers are prime."""
primes = set()
for number in nums:
number = int(number)
if number <= 1:
continue
is_prime = True
for i in range(2, int(number**0.5) + 1):
if number % i == 0:
is_prime = False
break
if is_prime:
primes.add(number)
return (
"No prime numbers found."
if not primes
else f"{', '.join(str(num) for num in primes)} are prime numbers."
)
example_tool = ExampleTool(
examples=[
Example(
input=types.UserContent(
parts=[types.Part(text="Roll a 6-sided die.")]
),
output=[
types.ModelContent(
parts=[types.Part(text="I rolled a 4 for you.")]
)
],
),
Example(
input=types.UserContent(
parts=[types.Part(text="Is 7 a prime number?")]
),
output=[
types.ModelContent(
parts=[types.Part(text="Yes, 7 is a prime number.")]
)
],
),
Example(
input=types.UserContent(
parts=[
types.Part(
text="Roll a 10-sided die and check if it's prime."
)
]
),
output=[
types.ModelContent(
parts=[types.Part(text="I rolled an 8 for you.")]
),
types.ModelContent(
parts=[types.Part(text="8 is not a prime number.")]
),
],
),
]
)
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# 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.
# yaml-language-server: $schema=https://raw.githubusercontent.com/google/adk-python/refs/heads/main/src/google/adk/agents/config_schemas/AgentConfig.json
agent_class: LlmAgent
model: gemini-2.5-flash
name: prime_agent
description: Handles checking if numbers are prime.
instruction: |
You are responsible for checking whether numbers are prime.
When asked to check primes, you must call the check_prime tool with a list of integers.
Never attempt to determine prime numbers manually.
Return the prime number results to the root agent.
tools:
- name: multi_agent_llm_config.check_prime
@@ -0,0 +1,25 @@
# 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.
# yaml-language-server: $schema=https://raw.githubusercontent.com/google/adk-python/refs/heads/main/src/google/adk/agents/config_schemas/AgentConfig.json
agent_class: LlmAgent
model: gemini-2.5-flash
name: roll_agent
description: Handles rolling dice of different sizes.
instruction: |
You are responsible for rolling dice based on the user's request.
When asked to roll a die, you must call the roll_die tool with the number of sides as an integer.
tools:
- name: multi_agent_llm_config.roll_die
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# 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.
# yaml-language-server: $schema=https://raw.githubusercontent.com/google/adk-python/refs/heads/main/src/google/adk/agents/config_schemas/AgentConfig.json
agent_class: LlmAgent
model: gemini-2.5-flash
name: root_agent
description: Coordinator agent to greet users.
# global_instruction: You are DicePrimeBot, ready to roll dice and check prime numbers.
instruction: |
You are a helpful assistant that can roll dice and check if numbers are prime.
You delegate rolling dice tasks to the roll_agent and prime checking tasks to the prime_agent.
Follow these steps:
1. If the user asks to roll a die, delegate to the roll_agent.
2. If the user asks to check primes, delegate to the prime_agent.
3. If the user asks to roll a die and then check if the result is prime, call roll_agent first, then pass the result to prime_agent.
Always clarify the results before proceeding.
sub_agents:
- config_path: roll_agent.yaml
- config_path: prime_agent.yaml
tools:
- name: multi_agent_llm_config.example_tool
generate_content_config:
safety_settings:
- category: HARM_CATEGORY_DANGEROUS_CONTENT
threshold: 'OFF'