generate_memories.py

# 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
#
#    https://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.

# [START generativeaionvertexai_generate_memories]
import vertexai


def generate_memories(project_id: str, location: str, agent_engine_name: str) -> object:
    """Generates memories for a specific Agent Engine instance."""
    vertexai.init(project=project_id, location=location)
    client = vertexai.Client()

    # agent_engine_name format: 'projects/{project}/locations/{location}/reasoningEngines/{id}'
    response = client.agent_engines.memories.generate(
        name=agent_engine_name
    )
    print("Memories generated successfully.")
    return response
# [END generativeaionvertexai_generate_memories]