18
Create Generative AI Apps on Google Cloud
18
Create Generative AI Apps on Google Cloud
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.
Course Info
Objectives
- 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.
Prerequisites
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.
Audience
Application developers, architects, and cloud engineers.
Available languages
English
What do I do when I finish this course?
After finishing this course, you can explore additional content in your learning path or browse the catalog.
What badges can I earn?
Upon finishing the required items in a course, you will earn a badge of completion. Badges can be viewed on your profile and shared with your social network.
Interested in taking this course with one of our authorized on-demand partners?
Explore Google Cloud content on Coursera and Pluralsight.
Prefer learning with an instructor?
View the public classroom schedule here.
Can I take this course for free?
When you enroll into most courses, you will be able to consume course materials like videos and documents for free. If a course consists of labs, you will need to purchase an individual subscription or credits to be able consume the labs. Labs can also be unlocked by any campaigns you participate in. All required activities in a course must be completed to be awarded the completion badge.