# Copyright 2026 Google LLC # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. from __future__ import annotations from google.adk import Agent from google.adk.agents.base_agent import BaseAgent from google.adk.agents.callback_context import CallbackContext from google.adk.agents.context_cache_config import ContextCacheConfig from google.adk.apps.app import App from google.adk.apps.app import EventsCompactionConfig from google.adk.models.llm_request import LlmRequest from google.adk.plugins.base_plugin import BasePlugin from google.adk.plugins.save_files_as_artifacts_plugin import SaveFilesAsArtifactsPlugin class CountInvocationPlugin(BasePlugin): """A custom plugin that counts agent and LLM invocations.""" def __init__(self) -> None: """Initialize the plugin with counters.""" super().__init__(name="count_invocation") self.agent_count: int = 0 self.llm_request_count: int = 0 async def before_agent_callback( self, *, agent: BaseAgent, callback_context: CallbackContext ) -> None: """Count agent runs.""" self.agent_count += 1 print(f"[Plugin] Agent run count: {self.agent_count}") async def before_model_callback( self, *, callback_context: CallbackContext, llm_request: LlmRequest ) -> None: """Count LLM requests.""" self.llm_request_count += 1 print(f"[Plugin] LLM request count: {self.llm_request_count}") root_agent = Agent( name="greeter_agent", instruction="""\ You are a friendly and helpful concierge assistant. Greet the user and answer their questions. """, ) app = App( name="app", root_agent=root_agent, plugins=[ CountInvocationPlugin(), SaveFilesAsArtifactsPlugin(), ], events_compaction_config=EventsCompactionConfig( compaction_interval=2, overlap_size=1, ), context_cache_config=ContextCacheConfig( cache_intervals=10, ttl_seconds=1800, min_tokens=1000, ), )