adk-python/contributing/samples/simple_sequential_agent/agent.py
Hangfei Lin 0724a83aa9 ADK changes
PiperOrigin-RevId: 766902914
2025-06-03 18:20:10 -07:00

95 lines
3.0 KiB
Python

# 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.
import random
from google.adk.agents.llm_agent import LlmAgent
from google.adk.agents.sequential_agent import SequentialAgent
from google.genai import types
# --- Roll Die Sub-Agent ---
def roll_die(sides: int) -> int:
"""Roll a die and return the rolled result."""
return random.randint(1, sides)
roll_agent = LlmAgent(
name="roll_agent",
description="Handles rolling dice of different sizes.",
model="gemini-2.0-flash",
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=[roll_die],
generate_content_config=types.GenerateContentConfig(
safety_settings=[
types.SafetySetting( # avoid false alarm about rolling dice.
category=types.HarmCategory.HARM_CATEGORY_DANGEROUS_CONTENT,
threshold=types.HarmBlockThreshold.OFF,
),
]
),
)
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."
)
prime_agent = LlmAgent(
name="prime_agent",
description="Handles checking if numbers are prime.",
model="gemini-2.0-flash",
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=[check_prime],
generate_content_config=types.GenerateContentConfig(
safety_settings=[
types.SafetySetting( # avoid false alarm about rolling dice.
category=types.HarmCategory.HARM_CATEGORY_DANGEROUS_CONTENT,
threshold=types.HarmBlockThreshold.OFF,
),
]
),
)
root_agent = SequentialAgent(
name="simple_sequential_agent",
sub_agents=[roll_agent, prime_agent],
# The agents will run in the order provided: roll_agent -> prime_agent
)