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AI Playbook

Intro to LLMs (Slide Deck)

Slide decks in this playbook are authored in Markdown using Slidev and exported to HTML. The page below embeds the exported deck.

Deck source (Slidev)

The underlying slides.md lives at decks/intro-to-llms/slides.md. Author it like this:

---
theme: seriph
title: Intro to LLMs
---


# Intro to LLMs


A 15-minute tour.


---


## What is an LLM?


- A very large neural network
- Trained to predict the next token
- Emergent behavior: reasoning, code, translation


---


## Three ways to customize


1. Prompting
2. RAG
3. Fine-tuning


---


## When to pick which


| Need | Pick |
|---|---|
| Style / tone change | Prompting |
| Fresh / private data | RAG |
| New skill / task | Fine-tuning |

Build & publish

Terminal window
# one-time
npm i -g @slidev/cli


# author
slidev decks/intro-to-llms/slides.md     # live preview


# export to static HTML for embedding
slidev build decks/intro-to-llms/slides.md --base /decks/intro-to-llms/ --out public/decks/intro-to-llms

Commit public/decks/intro-to-llms/, push, done — the iframe above will load it.