该仓库包含笔记本、代码样本、示例应用、技能及其他资源，展示如何使用 Google Cloud Vertex AI 使用、开发和管理机器学习及生成式人工智能工作流。

概述

Vertex AI 是一个全托管、统一的 AI 开发平台，用于构建和使用生成式 AI。本仓库旨在帮助您入门使用 Vertex AI。无论您是 Vertex AI 新手还是经验丰富的机器学习从业者，您都能在这里找到宝贵资源。

⚠️ 欲了解更多Vertex AI生成式AI笔记本样本，请访问Vertex AI生成式AI的GitHub仓库。

探索、学习和贡献

你可以探索、学习并贡献这个资源库，释放机器学习在Vertex AI上的全部潜力！

探索与学习

浏览本仓库，点击每个笔记本头部的链接前往——

• 在 Colab 中打开并运行笔记本
• 在 Colab Enterprise 中打开并运行笔记本
• 在 Vertex AI Workbench 中打开并运行笔记本
• 在 GitHub 上查看笔记本

贡献力量

请参阅贡献指南。

开始吧

要开始使用 Vertex AI，你必须有一个 Google Cloud 项目。

Google Cloud Vertex AI Samples

This repository contains notebooks, code samples, sample apps, skills, and other resources that demonstrate how to use, develop and manage machine learning and generative AI workflows using Google Cloud Vertex AI.

Overview

Vertex AI is a fully-managed, unified AI development platform for building and using generative AI. This repository is designed to help you get started with Vertex AI. Whether you’re new to Vertex AI or an experienced ML practitioner, you’ll find valuable resources here.

⚠️ For more Vertex AI Generative AI notebook samples, please visit the Vertex AI Generative AI GitHub repository.

Explore, learn and contribute

You can explore, learn, and contribute to this repository to unleash the full potential of machine learning on Vertex AI!

Explore and learn

Explore this repository, follow the links in the header section of each of the notebooks to -

• Open and run the notebook in Colab
• Open and run the notebook in Colab Enterprise
• Open and run the notebook in Vertex AI Workbench
• View the notebook on Github

Contribute

See the Contributing Guide.

Get started

To get started using Vertex AI, you must have a Google Cloud project.

• If you don’t have a Google Cloud project, you can learn and build on GCP for free using Free Trail.
• Once you have a Google Cloud project, you can learn more about setting up a project and a development environment.

Repository structure

├── notebooks
│   ├── official - Notebooks demonstrating use of each Vertex AI service
│   │   ├── automl
│   │   ├── custom
│   │   ├── ...
│   ├── community - Notebooks contributed by the community
│   │   ├── model_garden
│   │   ├── ...
├── community-content - Sample code and tutorials contributed by the community
├── docs - Deep-dive documentation and advanced setup guides
└── skills - Suite of AI Agent "Skills" for Vertex AI
    ├── README.md               # Developer guide for Vertex AI skills
    ├── vertex-ai/              # Primary router for Vertex AI tasks
    │   └── SKILL.md            # Entry point that routes across capabilities
    ├── genai-sdk/              # Gemini API usage with Gen AI SDK
    │   └── SKILL.md            # Guides for Python, JS/TS, Go, Java, C#
    ├── vertex-deploy/          # Deploying models to Endpoints
    │   └── SKILL.md            # Commands for open models & custom weights
    ├── vertex-inference/       # Inferencing with GenAI models