Google ADK

from google.adk.agents import Agent
from google.adk.runners import Runner
from google.adk.sessions import InMemorySessionService

def get_weather(city: str) -> dict:
    """Get the current weather for a city."""
    return {"status": "success", "report": f"Sunny, 25°C in {city}"}

weather_agent = Agent(
    name="weather_agent",
    model="gemini-2.0-flash",
    description="An agent that provides weather information.",
    instruction="You are a helpful weather assistant. Use tools to answer weather queries.",
    tools=[get_weather],
)

# Set up session and runner
session_service = InMemorySessionService()
runner = Runner(agent=weather_agent, app_name="weather_app", session_service=session_service)

session = session_service.create_session(app_name="weather_app", user_id="user1")

# Run the agent
from google.adk.runners import RunConfig
response = runner.run(
    user_id="user1",
    session_id=session.id,
    new_message="What's the weather in Paris?",
)
for event in response:
    if event.is_final_response():
        print(event.content.parts[0].text)