Grow with Google

In this course, you will explore the world of generative AI applications and learn how to utilize instruction design and retrieval-augmented generation (RAG) to create powerful applications using large language models (LLM) on Google Cloud. You will gain insights into a production-ready architecture for generative AI-based applications and develop a chat app using LLM and RAG. This course is designed to boost your cloud career by showcasing the skills you develop.

Create Generative AI Apps on Google Cloud

Learn about the types of generative AI applications and their use cases.

Introduction to Generative AI Applications

Understand how to create instruction templates to improve model response quality in applications.

Instruction Template Design

Explore the subsystems of architectures compatible with RAG for generative AI applications on Google Cloud.

RAG-Compatible Architectures

Create a chat application based on a large language model and RAG.

Chat Application Development

This course empowers you to create innovative generative AI applications on Google Cloud. Learn to design instructions and use RAG to build powerful apps, enhancing your cloud career with new skills.

Developers looking to enhance their skills in creating powerful applications using generative AI on Google Cloud.

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Create Generative AI Apps on Google Cloud

Overview

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