AI-presentation.qmd

---
title: "AI"
format: 
  revealjs:
    toc: true
    template-partials: 
      - toc-slide.html
    # include-after-body: toc-add.html
---

## How to use AI effectively

AI is unlikely to replace any of us, but someone who knows AI could replace any of us.

so let's learn how to use AI effectively

## Agenda and Goals

<!-- -   What is an LLM and what is it doing? -->
<!-- -   how to wrtie effective prompts -->
<!-- -   How to evaluate your prompting strategy -->
<!-- -   Augmenting prompts with context -->
<!-- -   Tools -->

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<div id='toc'></div>
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# What is an LLM and what is it doing?

# How to write effective prompts

# How to evaluate your prompting strategy

# Augmenting prompts with context

# Tools

## Tools

-   Most people think of ChatGPT, Bard, or Copilot when they hear AI
-   Large and vibrant open source community

## Alterantive cloud-based LLMs

## Running local LLMs
- Tools for local LLMs
  - LM Studio
  - llama.cpp
  - GPT4ALL
  - Ollama
  - Jan

## Local LLM choices
- I manage my local models with LM Studio
- Experiment in their model laboratory too
  - Gives the same prompt to multiple different models
- Choices about models
  - Which model to use?
  - Which version to use?
  - Which quantization to use?
  - These are all tricky questions and none of them have an easy or straightforward answer
  



## Quarto

Quarto enables you to weave together content and executable code into a finished presentation. To learn more about Quarto presentations see <https://quarto.org/docs/presentations/>.

## Bullets

When you click the **Render** button a document will be generated that includes:

-   Content authored with markdown
-   Output from executable code

## Code

When you click the **Render** button a presentation will be generated that includes both content and the output of embedded code. You can embed code like this:

```{r}
1 + 1
```