Introduction to Gen AI and Retrieval Augmented Generation (RAG)

In this comprehensive course, you'll delve into the cutting-edge realm of Gen AI and Retrieval Augmented Generation (RAG), with a focus on leveraging SingleStore technology.

Resources

About

What you will learn

Explore the fundamentals of AI, emphasizing the critical role of data, and uncover the intricacies of RAG technology. From understanding semantic search and vectors to mastering the construction of Gen AI applications using RAG architecture and SingleStore, this course equips you with the knowledge and tools necessary to navigate the forefront of AI innovation. By the course's end, you'll be proficient in deploying your creations to production, ready to make your mark in the ever-evolving landscape of artificial intelligence.

Resources

Here are all the resources you need to excel in this course!

Playlist link : Access the course material here
Sign up to SingleStore : Sign up to SingleStore to learn in a production ready environment
Sign up to Pieces : Elevate your note taking journey with this AI tool
Code repository link : Access lecture code, notes and assignments

Syllabus

Here's a detailed overview of the course. Each topic is taught with great emphasis and precision to make sure you meet the industry standards.

What you will learn

Resources

Syllabus

Intro to Gen AI and Retrieval Augmented Generation (RAG)

Intro to Semantic Search, Vectors and Vector Databases

How to build a Gen AI app with RAG

Deploying your app to production

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