rag_agent/agent_engine_app.py

# Copyright 2025 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.

# mypy: disable-error-code="attr-defined,arg-type"
import logging
import os
from typing import Any

import vertexai
from google.adk.artifacts import GcsArtifactService, InMemoryArtifactService
from google.cloud import logging as google_cloud_logging
from vertexai.agent_engines.templates.adk import AdkApp

from rag_agent.agent import app as adk_app
from rag_agent.app_utils.telemetry import setup_telemetry
from rag_agent.app_utils.typing import Feedback


class AgentEngineApp(AdkApp):
    def set_up(self) -> None:
        """Initialize the agent engine app with logging and telemetry."""
        vertexai.init()
        setup_telemetry()
        super().set_up()
        logging.basicConfig(level=logging.INFO)
        logging_client = google_cloud_logging.Client()
        self.logger = logging_client.logger(__name__)
        if gemini_location:
            os.environ["GOOGLE_CLOUD_LOCATION"] = gemini_location

    def register_feedback(self, feedback: dict[str, Any]) -> None:
        """Collect and log feedback."""
        feedback_obj = Feedback.model_validate(feedback)
        self.logger.log_struct(feedback_obj.model_dump(), severity="INFO")

    def register_operations(self) -> dict[str, list[str]]:
        """Registers the operations of the Agent."""
        operations = super().register_operations()
        operations[""] = operations.get("", []) + ["register_feedback"]
        return operations


gemini_location = os.environ.get("GOOGLE_CLOUD_LOCATION")
logs_bucket_name = os.environ.get("LOGS_BUCKET_NAME")
agent_engine = AgentEngineApp(
    app=adk_app,
    artifact_service_builder=lambda: GcsArtifactService(bucket_name=logs_bucket_name)
    if logs_bucket_name
    else InMemoryArtifactService(),
)