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| %pip install google-adk
from google.adk.agents import LlmAgent
from google.adk.runners import InMemoryRunner
from google.adk.tools import google_search, AgentTool, ToolContext
from google.genai import types
from google.adk.models.google_llm import Gemini
from google.adk.sessions import InMemorySessionService
from google.adk.code_executors import BuiltInCodeExecutor
# 連線設定
def show_python_code_and_result(response):
...
retry_config = types.HttpRetryOptions(...)
# 付款方式的匯率
def get_fee_for_payment_method(method: str) -> dict:
...
# 匯差
def get_exchange_rate(base_currency: str, target_currency: str) -> dict:
...
# 自訂Python Method Tools
currency_agent = LlmAgent(
name="currency_agent",
model=Gemini(model="gemini-2.5-flash-lite", retry_options=retry_config),
instruction="...提示詞...",
tools=[get_fee_for_payment_method, get_exchange_rate],
)
# 使用Agent換匯
currency_runner = InMemoryRunner(agent=currency_agent)
_ = await currency_runner.run_debug(
"I want to convert 500 US Dollars to Euros using my Platinum Credit Card. How much will I receive?"
)
# 也可以用ADK內建的code_executor Tool
calculation_agent = LlmAgent(
...,
code_executor=BuiltInCodeExecutor(),
)
# 將Agent加為另一個tool
enhanced_currency_agent = LlmAgent(
...,
tools=[
get_fee_for_payment_method,
get_exchange_rate,
AgentTool(agent=calculation_agent), # Using another agent as a tool!
],
)
# 撰寫MCP Tools並在Agent使用
mcp_image_server = McpToolset(
connection_params=StdioConnectionParams(
server_params=StdioServerParameters(
command="npx", # Run MCP server via npx
args=[
"-y", # Argument for npx to auto-confirm install
"@modelcontextprotocol/server-everything",
],
tool_filter=["getTinyImage"],
),
timeout=30,
)
)
image_agent = LlmAgent(
...
tools=[mcp_image_server],
|
.jpeg)