エージェントを作成する

コレクションでコンテンツを整理 必要に応じて、コンテンツの保存と分類を行います。

gcloud auth login

gcloud storage cp gs://agent_framework/latest/google_genai_agents-0.0.2.dev20250204+723246417-py3-none-any.whl .

pip install google_genai_agents-0.0.2.dev20250204+723246417-py3-none-any.whl

import os
from agents import Runner, Agent
from datetime import datetime

os.environ["GOOGLE_GENAI_USE_VERTEXAI"] = "0"
os.environ["GOOGLE_API_KEY"] = "YOUR_API_KEY"

os.environ["GOOGLE_GENAI_USE_VERTEXAI"] = "1"
os.environ["GOOGLE_CLOUD_PROJECT"] = "YOUR_PROJECT_ID"
os.environ["GOOGLE_CLOUD_LOCATION"] = "us-central1"

def get_exchange_rate(
    currency_from: str,
    currency_to: str,
    currency_date: str,
):
    """Retrieves the exchange rate between two currencies on a specified date."""
    import requests

    response = requests.get(
        f"https://api.frankfurter.app/{currency_date}",
        params={"from": currency_from, "to": currency_to},
    )
    return response.json()

root_agent = Agent(
    model="gemini-2.5-pro-exp-03-25",
    name='currency_exchange_agent',
    instruction="""
      Help users retrieve exchange rates for different currencies
    """,
    tools=[
        get_exchange_rate,
    ],
    flow='single',
)

from agents.sessions.in_memory_session_service import InMemorySessionService
from agents.artifacts.in_memory_artifact_service import InMemoryArtifactService
from google.genai import types

session_service = InMemorySessionService()
artifact_service = InMemoryArtifactService()
runner = Runner(app_name="currency_exchange_agent", agent=root_agent, artifact_service=artifact_service, session_service=session_service)

session = session_service.create(app_name="currency_exchange_agent", user_id="1")

def run_prompt(new_message: str):
  content = types.Content(role='user', parts=[types.Part.from_text(text=new_message)])
  print (content)
  for event in runner.run(
      session=session,
      new_message=content,
  ):
    if event.content:
      print(event.content.model_dump(exclude_none=True))

run_prompt("What's the exchange rate from US dollars to Swedish currency today?")

parts=[Part(video_metadata=None, thought=None, code_execution_result=None, executable_code=None, file_data=None, function_call=None, function_response=None, inline_data=None, text="What's the exchange rate from US dollars to Swedish currency today?")] role='user'
{'parts': [{'function_call': {'args': {'currency_from': 'USD', 'currency_to': 'SEK', 'currency_date': '2025-02-21'}, 'name': 'get_exchange_rate'}}], 'role': 'model'}
{'parts': [{'function_response': {'name': 'get_exchange_rate', 'response': {'amount': 1.0, 'base': 'USD', 'date': '2025-02-21', 'rates': {'SEK': 10.6474}}}}], 'role': 'user'}
{'parts': [{'text': 'The exchange rate from US dollars to Swedish currency (SEK) today, 2025-02-21, is 1 USD to 10.6474 SEK.\n'}], 'role': 'model'}

The exchange rate from US dollars to Swedish currency (SEK) today, 2025-02-21,
is 1 USD to 10.6474 SEK.