- Lab
-
Libraries: If you want this lab, consider one of these libraries.
- AI
Fundamentals of Retrieval Augmented Generation (RAG)
In this lab, you'll practice prompt engineering for a RAGs setup and when you are finished you will have a LLM that alters its generation based on data it receives.
Lab Info
Table of Contents
-
Challenge
Getting Started in the Lab Environment
Here are the initial instructions and explanation of the lab environment. Read this while your environment is busy creating itself from nothing. Yes, this violates physics; we know. How fun!
-
Challenge
System Prompt Engineering for RAGs
You will be guided through creating a system prompt for a retrieval augmented generation LLM.
-
Challenge
Working with RAGs
You will work through testing and understanding how a RAGs work with the end user
-
Challenge
The Last Challenge
Welcome to the final challenge! This is your last chance to experiment in the environment. Clicking Finish Lab will end this little world that flittered into existence just for you.
Real skill practice before real-world application
Hands-on Labs are real environments created by industry experts to help you learn. These environments help you gain knowledge and experience, practice without compromising your system, test without risk, destroy without fear, and let you learn from your mistakes. Hands-on Labs: practice your skills before delivering in the real world.
Learn by doing
Engage hands-on with the tools and technologies you’re learning. You pick the skill, we provide the credentials and environment.
Follow your guide
All labs have detailed instructions and objectives, guiding you through the learning process and ensuring you understand every step.
Turn time into mastery
On average, you retain 75% more of your learning if you take time to practice. Hands-on labs set you up for success to make those skills stick.