“I want to give ChatGPT 10x more docs” - RAG Explained

In today's video, I'm going to explain a technique used in AI called RAG (Retrieval-Augmented Generation) and show you how can apply it to build advanced workflows and automations.

Links:

Chapters:
0:00 Advanced Concepts of LLMs
1:59 Definitions of Advanced Concepts
8:38 Let’s Build

#ai #automation

This video is sponsored by VectorShift.

Free AI Resources:

Premium Options:

[bryandotmee]

This is sooo important, the pdf size limits has been a blocker for analysis of docs that are over a few pages

You are such a gifted teacher. The way you explain things in a way that makes such a foreign concept easy to understand is magical.

[Zhaku]

This video likely just solved an issue I was trying to fix for my company. Love these more teacher vibe type videos thanks so much!!

[RaxLakhani]

You really did a good job in helping me understand the various terms and functions around LLM queries Thanks

[headoverheels]

Perfectly explained what I needed for my company. I knew what I needed wasn't particularly complicated but I just didn't have the tools; the auto-chunking is what convinced me to pusure this option as this was the missing link. Thank you.

[tar-yyub]

Honestly don't care that this was sponsored, this was useful content

[Hall]

❤ These educational videos are very valuable. You are a good teacher. The first half especially upgraded my AI approach. Thank you!

[EriCraftCreations]

I am so grateful that you explained what RAG is in an essy way to understand. ❤

[malcolmvanhilten]

Excellent, i think Vector shift should link to this vid from their website. A great tutorial for getting to know the product and especially its capabilities. More of these please Igor

[slackerpope]

I'm a student and writer. This video is exactly what I needed to get started with RAG. The last example was critical. Showing us how to hook up the knowledge base was huge. That step was not intuitive. I'll be referring to this video several times in the next month.

Also, yes please, more education videos. THANK YOU!

[JonasMunnich]

You are so good at explaining more advanced concepts in simple terms - Really useful! Pls make more of these kinds of videos!

[danthompson]

Thank you for the video, very helpful and clarifying. Yes, please more of these technical primer and proof of concept videos . Thank you.

[ekot]

Wow. I cant agree more for what you said in this video. 8 minutes into it. Thank you. Yeah, I burned myself out trying to understand what agents is about.

[nicolaikalb]

Great video! Exactly what I was looking for. Keep on going with your wonderful style. Greetings from Cyprus.

[SomogyiCosmin]

WoW. Thank you Igor for sharing this knowledge. I think this kind of videos are very usefull because of the real live examples.

[hope]

Back when me and Al Gore invented the internet, I remember hearing about my first fun memory of automation, like this story:
Around the early 1980s, a group of programmers at MIT connected their Coke vending machine to the internet. This allowed them to check the status of the machine remotely, particularly to see if there were cold sodas available or if it needed to be refilled. This is often cited as one of the earliest examples of an internet-connected appliance, a precursor to what we now call the Internet of Things (IoT).

[ttvd]

one of the best explanations I've seen on YT

[dannyquiroz]

Nice video I wasn’t aware of this tool, could be useful for many use cases

[petersalazar]

An updated RAG or better alternative video would be super appreciated

[kamelirzouni]

Thank you very much for this impressive work. This is one of my favorite videos you have produced.😍