model_garden/notebooks/notebook_template.ipynb

In [ ]:

# 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
#
#     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.

[TODO] Add your notebook title here

{TODO: Update the links below}

Open in Colab

Open in Colab Enterprise

Open in Workbench

View on GitHub

Overview

{TODO: Explain what this notebook demonstrates, and what you will learn from the notebook}

{TODO: Add high level bullets for the steps performed in the notebook}

Get started

Install Vertex AI SDK for Python and other required packages

In [ ]:

! pip3 install --upgrade --quiet google-cloud-aiplatform

Authenticate your notebook environment (Colab only)

Authenticate your environment on Google Colab.

In [ ]:

import sys

if "google.colab" in sys.modules:

    from google.colab import auth

    auth.authenticate_user()

Set Google Cloud project information

To get started using Vertex AI, you must have an existing Google Cloud project and enable the Vertex AI API. Learn more about setting up a project and a development environment.

In [ ]:

import os

PROJECT_ID = "[your-project-id]"  # @param {type: "string", placeholder: "[your-project-id]", isTemplate: true}
if not PROJECT_ID or PROJECT_ID == "[your-project-id]":
    PROJECT_ID = str(os.environ.get("GOOGLE_CLOUD_PROJECT"))

LOCATION = "us-central1"  # @param {type:"string"}

Initialize Vertex AI SDK for Python

In [ ]:

import vertexai

vertexai.init(project=PROJECT_ID, location=LOCATION)

[TODO] Add your notebook tutorial here

Cleaning up

{TODO: Clean up resources created in this notebook. If no resources are created in this notebook, remove this section}