Background Information

Project overview

Setup

Introduction

Prompt template

LCEL

Introduction to prompt engineering

Prompts

Memory

Conversation memory

Supabase

Restoring memory

Vectorstores

Supabase vector

Ingest

Retrieval

Generation

Retrieval Augmented Generation

Output Parsing

Tools

Agents

Langsmith

Farewell

( the primaryDescriptionMarkdown is long - several lines, include images, as long as you want )

In this course we <headline of what we do>. <why this technology is good> but <here's how learning it is problem>. 

In <the length of these lessons> we cover <three salient points about what we cover. Your BEST points>. Its <however long it is> and comes with <these bonus features, and reasons to buy. code, etc.>

It's taught by <author name> who <credibility, reason you should listen to them>. <social proof, if you have it yet>

<then you can list other supporting stuff you want to add, anything you want here>

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Example:
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We created a free course to create your first GraphQL server (from scratch) using Node and TypeScript. TypeScript and GraphQL are a powerful combo, but there's a lot of confusing edges if you're getting it setup the first time.

In this course we cover the basics of getting TypeScript setup with Node, how GraphQL works, and how to set up a GraphQL server using Apollo server. It's two hours long, it comes with complete code examples, and we walk through the code step-by-step.

It's taught by my friend, Shopify-engineer Hassan Djirdeh and he's integrated what he's learned using GraphQL in production as an engineer at Shopify. We've already had over 1,300 students enroll and it's been getting great reviews so far.

// ... and so on

In this course we <headline of what we do>. <why this technology is good> but <here's how learning it is problem>. 

( the summary is short - one or two lines )

Langchain.js Bootcamp

Before we say goodbye, let me remind you that the AI technology we use stands on the shoulders of giants. Not just AI researchers, but also improvements in GPUs, funding, and everyone in society. Keep this in mind because there is a lot of fear today regarding AI.

You've now built an incredibly powerful application.

But also, don't be afraid to get creative and find out what the technology is capable of.

Start with what you wish to see in the world, and conscientiously use AI to power your applications. It's a different form of 

# Farewell

Before we say goodbye, let me remind you that the AI technology we use stands on the shoulders of giants. Not just AI researchers, but also improvements in GPUs, funding, and everyone in society. Keep this in mind because there is a lot of fear today regarding AI.

You've now built an incredibly powerful application.

Don't let it get to your head.

But also, don't be afraid to get creative and find out what the technology is capable of.

Start with what you wish to see in the world, and conscientiously use AI to power your applications. It's a different form of [software](https://karpathy.medium.com/software-2-0-a64152b37c35).

If you went back in time, people might think it's magic. Maybe it is magic. Maybe magic is when we cannot make logic, so our imagination fills in the rest.

Even the brightest AI Scientists struggle to understand the black box, so the only way to know is to see what works and fails.