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18

Create Generative AI Apps on Google Cloud

18

Create Generative AI Apps on Google Cloud

4 heures Intermédiaire

Generative AI applications can create new user experiences that were nearly impossible before the invention of large language models (LLMs). As an application developer, how can you use generative AI to build engaging, powerful apps on Google Cloud?

In this course, you'll learn about generative AI applications and how you can use prompt design and retrieval augmented generation (RAG) to build powerful applications using LLMs. You'll learn about a production-ready architecture that can be used for generative AI applications and you'll build an LLM and RAG-based chat application.

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info
Informations sur le cours
Objectifs
  • Describe generative-AI-based application types and use cases.
  • Describe how to build prompt templates to improve model response quality in applications.
  • Describe the subsystems of RAG-capable architectures for generative AI applications on Google Cloud.
  • Build an LLM and RAG-based chat application.
Prérequis

Programming experience is recommended. Basic proficiency with command-line tools and Linux operating system environments is helpful. Basic understanding of Generative AI is helpful but not required.

Cible
Application developers, architects, and cloud engineers.
Langues disponibles
English, Deutsch, español (Latinoamérica), français, bahasa Indonesia, 日本語, 한국어, português (Brasil), 简体中文 et 繁體中文

La puissance des ateliers challenge

Vous pouvez désormais obtenir un badge de compétence sans avoir à suivre l'intégralité du cours. Si vous êtes sûr de vos compétences, passez directement à l'atelier challenge.

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