chore: import upstream snapshot with attribution
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# Config-based Agent Sample - LLM multi-agent
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From contributing/samples/hello_world_ma/
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# Copyright 2026 Google LLC
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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import random
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from google.adk.examples.example import Example
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from google.adk.tools.example_tool import ExampleTool
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from google.genai import types
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def roll_die(sides: int) -> int:
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"""Roll a die and return the rolled result."""
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return random.randint(1, sides)
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def check_prime(nums: list[int]) -> str:
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"""Check if a given list of numbers are prime."""
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primes = set()
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for number in nums:
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number = int(number)
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if number <= 1:
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continue
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is_prime = True
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for i in range(2, int(number**0.5) + 1):
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if number % i == 0:
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is_prime = False
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break
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if is_prime:
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primes.add(number)
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return (
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"No prime numbers found."
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if not primes
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else f"{', '.join(str(num) for num in primes)} are prime numbers."
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)
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example_tool = ExampleTool(
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examples=[
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Example(
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input=types.UserContent(
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parts=[types.Part(text="Roll a 6-sided die.")]
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),
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output=[
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types.ModelContent(
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parts=[types.Part(text="I rolled a 4 for you.")]
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)
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],
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),
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Example(
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input=types.UserContent(
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parts=[types.Part(text="Is 7 a prime number?")]
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),
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output=[
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types.ModelContent(
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parts=[types.Part(text="Yes, 7 is a prime number.")]
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)
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],
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),
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Example(
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input=types.UserContent(
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parts=[
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types.Part(
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text="Roll a 10-sided die and check if it's prime."
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)
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]
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),
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output=[
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types.ModelContent(
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parts=[types.Part(text="I rolled an 8 for you.")]
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),
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types.ModelContent(
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parts=[types.Part(text="8 is not a prime number.")]
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),
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],
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),
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]
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)
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# Copyright 2026 Google LLC
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# yaml-language-server: $schema=https://raw.githubusercontent.com/google/adk-python/refs/heads/main/src/google/adk/agents/config_schemas/AgentConfig.json
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agent_class: LlmAgent
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model: gemini-2.5-flash
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name: prime_agent
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description: Handles checking if numbers are prime.
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instruction: |
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You are responsible for checking whether numbers are prime.
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When asked to check primes, you must call the check_prime tool with a list of integers.
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Never attempt to determine prime numbers manually.
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Return the prime number results to the root agent.
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tools:
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- name: multi_agent_llm_config.check_prime
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# Copyright 2026 Google LLC
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# yaml-language-server: $schema=https://raw.githubusercontent.com/google/adk-python/refs/heads/main/src/google/adk/agents/config_schemas/AgentConfig.json
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agent_class: LlmAgent
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model: gemini-2.5-flash
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name: roll_agent
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description: Handles rolling dice of different sizes.
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instruction: |
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You are responsible for rolling dice based on the user's request.
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When asked to roll a die, you must call the roll_die tool with the number of sides as an integer.
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tools:
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- name: multi_agent_llm_config.roll_die
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# Copyright 2026 Google LLC
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# yaml-language-server: $schema=https://raw.githubusercontent.com/google/adk-python/refs/heads/main/src/google/adk/agents/config_schemas/AgentConfig.json
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agent_class: LlmAgent
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model: gemini-2.5-flash
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name: root_agent
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description: Coordinator agent to greet users.
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# global_instruction: You are DicePrimeBot, ready to roll dice and check prime numbers.
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instruction: |
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You are a helpful assistant that can roll dice and check if numbers are prime.
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You delegate rolling dice tasks to the roll_agent and prime checking tasks to the prime_agent.
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Follow these steps:
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1. If the user asks to roll a die, delegate to the roll_agent.
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2. If the user asks to check primes, delegate to the prime_agent.
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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.
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Always clarify the results before proceeding.
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sub_agents:
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- config_path: roll_agent.yaml
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- config_path: prime_agent.yaml
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tools:
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- name: multi_agent_llm_config.example_tool
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generate_content_config:
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safety_settings:
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- category: HARM_CATEGORY_DANGEROUS_CONTENT
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threshold: 'OFF'
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