Google Cloud
在 Google Cloud 打造生成式 AI 應用程式
Google Cloud

在 Google Cloud 打造生成式 AI 應用程式

Gain insight into a topic and learn the fundamentals.
Intermediate level
Some related experience required
7 hours to complete
3 weeks at 2 hours a week
Flexible schedule
Learn at your own pace
Gain insight into a topic and learn the fundamentals.
Intermediate level
Some related experience required
7 hours to complete
3 weeks at 2 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • 說明生成式 AI 應用程式的類型與用途。

  • 說明如何建立提示範本,提升應用程式內模型的回覆品質。

  • 說明 Google Cloud 上支援生成式 AI 應用程式的 RAG 架構子系統。

  • 建構採用 LLM 和 RAG 的對話應用程式。

Details to know

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Recently updated!

May 2025

Assessments

3 assignments

Taught in Chinese (Traditional)

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There are 6 modules in this course

本單元將介紹生成式 AI 應用程式,以及可運用生成式 AI 的應用程式類型。您也會瞭解 Google 提供的基礎模型,以及在應用程式使用生成式 AI 的挑戰。

What's included

1 assignment5 plugins

本單元將介紹生成式 AI 提示。提示是提交給語言模型的自然語言要求,用來要求回覆。您可以自行設計提示,調整模型的回覆品質。

What's included

1 assignment5 plugins

在本單元,您可以動手操作 Vertex AI Studio,透過當中的工具快速設計原型、用自己的資料調整模型,並順暢部署至應用程式。您可以探索 Gemini 的多模態功能、設計提示並生成對話。

What's included

1 video1 app item

本單元說明如何提升基礎模型的準確率,帶您瞭解檢索增強生成 (RAG)。RAG 這項技術會根據外部知識來源,為基礎模型建立基準。您也會看到 Google Cloud 上,支援 RAG 的生成式 AI 解決方案架構範例。

What's included

1 assignment6 plugins

在本單元,您將使用大型語言模型 (LLM) 和檢索增強生成 (RAG) 建構對話應用程式,生成有趣且資訊豐富的對話。

What's included

1 app item

單元 PDF 的連結

What's included

1 reading

Instructor

Google Cloud Training
Google Cloud
1,819 Courses3,374,283 learners

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Google Cloud

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