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| 1 | +# Copyright 2026 Google LLC |
| 2 | +# |
| 3 | +# Licensed under the Apache License, Version 2.0 (the "License"); |
| 4 | +# you may not use this file except in compliance with the License. |
| 5 | +# You may obtain a copy of the License at |
| 6 | +# |
| 7 | +# http://www.apache.org/licenses/LICENSE-2.0 |
| 8 | +# |
| 9 | +# Unless required by applicable law or agreed to in writing, software |
| 10 | +# distributed under the License is distributed on an "AS IS" BASIS, |
| 11 | +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
| 12 | +# See the License for the specific language governing permissions and |
| 13 | +# limitations under the License. |
| 14 | + |
| 15 | +from google.adk import Agent |
| 16 | +from google.adk.models.anthropic_llm import AnthropicLlm |
| 17 | +from google.adk.planners.built_in_planner import BuiltInPlanner |
| 18 | +from google.genai import types |
| 19 | + |
| 20 | + |
| 21 | +def check_prime(nums: list[int]) -> str: |
| 22 | + """Check if a given list of numbers are prime. |
| 23 | +
|
| 24 | + Args: |
| 25 | + nums: The list of numbers to check. |
| 26 | +
|
| 27 | + Returns: |
| 28 | + A str indicating which numbers are prime. |
| 29 | + """ |
| 30 | + primes = set() |
| 31 | + for number in nums: |
| 32 | + number = int(number) |
| 33 | + if number <= 1: |
| 34 | + continue |
| 35 | + is_prime = True |
| 36 | + for i in range(2, int(number**0.5) + 1): |
| 37 | + if number % i == 0: |
| 38 | + is_prime = False |
| 39 | + break |
| 40 | + if is_prime: |
| 41 | + primes.add(number) |
| 42 | + return ( |
| 43 | + "No prime numbers found." |
| 44 | + if not primes |
| 45 | + else f"{', '.join(str(num) for num in sorted(primes))} are prime numbers." |
| 46 | + ) |
| 47 | + |
| 48 | + |
| 49 | +root_agent = Agent( |
| 50 | + model=AnthropicLlm(model="claude-sonnet-4-6"), |
| 51 | + name="anthropic_thinking_agent", |
| 52 | + description="An agent that uses Claude extended thinking via Vertex AI.", |
| 53 | + instruction=""" |
| 54 | + You are a helpful assistant. Use your reasoning carefully before answering. |
| 55 | + When asked to check prime numbers, use the check_prime tool. |
| 56 | + """, |
| 57 | + tools=[check_prime], |
| 58 | + planner=BuiltInPlanner( |
| 59 | + thinking_config=types.ThinkingConfig(thinking_budget=5000), |
| 60 | + ), |
| 61 | +) |
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