The SIMPLE Way to Build Full Stack AI Apps (Tutorial)

Gradient makes building full-stack AI applications with RAG, summarization, and sentiment analysis more straightforward. I'll show you how to use Gradient's new Accelerator Blocks feature so you can get started building AI apps quickly.

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Media/Sponsorship Inquiries 📈

[matthew_berman]

People seem to have a lot of opinions about how I should run my channel. I appreciate the feedback and I will try to use less click bait titles, but this can’t be your first time on YouTube, right?

Please understand how much time and effort I put into make free content before you comment.

❤

[Joe_Brig]

What's the local alternative? I'm not interested in cloud solutions.

[emmanuelgoldstein]

The shocking title trend needs to die.

[MeinDeutschkurs]

I don't understand how this sponsored video is supposed to help me. There are countless tutorials available for accomplishing this using existing APIs, especially as you mentioned, as well. This includes even self-hosted options. The real question is: how many of us receive more than one request similar to these scenarios more frequently than once a minute?

Matthew, please don’t get me wrong: I love your content, I can understand sponsorship, but the more fingers come into the play the more expensive it will be.

[JOHN.Z]

"And it shocked the industry!" 😂😂😂😂😂😂

[michaelslattery]

Thank you for having a "$5" in the description. It's extremely important to me to know which videos are pure marketing. I'll still play them because I want to support you, but I almost unsubscribed a few months ago when your earlier such videos were not obvious. I think you could improve, however, with making it more obvious. All that said, I love this channel, your work, and how you present information. Keep up the could work.

[johnt]

As usual, FANTASTIC video! 😍 Thanks Matthew, looking forward to playing around with Gradient AI. I used your referral link. 👍

[dadlord]

This could actually make the programming assisting meaningful. But I wonder if this kind of a system is available locally?

[eointolster]

I found the video very helpful actually. its nice to know how product's even paid ones work. How else would i find out so quickly. keep up anything you are doing Matthew

[cavalrycome]

2:40 It's important to verify that the output of an LLM is correct. In this case, the summary it gave is not. None of those things happened in the first chapter of the first Harry Potter book. That chapter is all about Harry before he entered Hogwarts. Summarization like this isn't really what RAG is for, though. A RAG query prompt needs to match the meaning of a chunk in the document to return something relevant. A prompt that asks for a summary doesn't really fit with that approach because it will look for an existing summary within the document. The LLM presumably knows about Harry Potter from its training data without needing to do RAG and so just tried to answer based on that, and got it wrong. However, the summary given later in the video at 4:33 using the Document Summary function is accurate.

[wtpqqcq]

Thanks I enjoy all the content you take time to show us. Keep up the good work. Terence, Nelson, New Zealand

[noober]

How is this different from creating your own GPT in openai? You can upload whichever documents you want and probe it then

[antigravityinc]

Great video. Very interesting indeed. Gradient is a super solid product. I’m caught trying to rationalize AutoGen, MemGPT, and RAG. What’s the best multi agent / data retrieval solution? The lake of options continues to grow.
There’s actually a new ‘os-copilot’ that controls your system and has a semantic memory feature. But, you know. Efficiency and OCD don’t play nice.

[Avman]

SHOCKED! - I like your channel but perhaps save the capitalized superlatives for something actually groundbreaking.

[Diego_UG]

I'm sad, you have promised more videos of other things that you have done with agents and nothing, you only post new things, which I like but I would like it if you promised to extend the functionalities of things that you show us, it would be great if you did, excuse me, I know that It's your time and I respect it, but it leaves me excited to know how a professional like you can get the most out of these tools.

[OriginalRaveParty]

Matthew, don't pay too much attention to the negative backdraft from a few recent titles. The internet can act like a pretty mad hive mind sometimes. People forget that there's a human reading the comments. Anyway, hope you are well, and as always thanks very much for the AI content 👍

[___x__x_r___xa__x_____f______]

What is the best clip interrogator to output precise image tags/tokenS. Is there an SAAS service that simplifies fine tuning clip extraction with my custom captions/concepts (ie softbox lighting)… have you covered this somewhere? I’m working with Stable Diffusion and can deal with Python but would prefer an online enterprise solution

[HaseebHeaven]

Great video but I don't know how it the title is building full stack application so I don't see any full stack related things in this video or did I miss anything please let me know?

[Farq]

I have a dumb question. My initial assumption is that this shouldn't be used with information that is meant to be confidential, right?

[elraulcastro]

Maybe it is user error but if you use their rag, you can check in your files any time you like, but they can never leave. Beware.