from google.adk import Agent from google.adk.apps import App from google.adk.tools.toolbox_toolset import ToolboxToolset # TODO(developer): update the TOOLBOX_URL to your toolbox endpoint toolset = ToolboxToolset( server_url="http://127.0.0.1:5000", ) root_agent = Agent( name='root_agent', model='gemini-2.5-flash', instruction="You are a helpful AI assistant designed to provide accurate and useful information.", tools=[toolset], ) app = App(root_agent=root_agent, name="my_agent")