# AI Cheat Sheet

A pink-themed static web app — your quick reference for artificial intelligence terminology, techniques, and real-world applications.

## Pages

| Page                | Content                                                                              |
| ------------------- | ------------------------------------------------------------------------------------ |
| **Home**            | Overview and quick start                                                             |
| **Terminology**     | 20+ key terms from ML, NLP, and model concepts, plus common acronyms                 |
| **Techniques**      | Training, alignment, and optimization methods (RLHF, RAG, LoRA, quantization)        |
| **Use Cases**       | AI applications across 12 industries (healthcare, finance, coding, creative work...) |
| **Model Types**     | Architecture families — LLMs, CNNs, diffusion, GANs, MoE + comparison table          |
| **Prompt Guide**    | 7 prompt patterns with templates and best practices                                  |
| **Math & Concepts** | Core ideas (attention, loss, sampling) explained simply, plus key formulas           |

## Run Locally

Serve the files with any static file server:

```bash
python3 -m http.server 8080
```

Then open `http://localhost:8080`.

## Podman

Build and run with Podman:

```bash
podman build -t alicia-ai-cheatsheet .
podman run -d --name alicai-ai-cheatsheet -p 9090:80 alicia-ai-cheatsheet
```

Then open `http://localhost:9090`.

Stop and remove:

```bash
podman stop alicai-ai-cheatsheet
podman rm alicai-ai-cheatsheet
```

## Structure

```
index.html          Landing page
css/style.css       All styles (pink theme)
pages/
  terminology.html
  techniques.html
  use-cases.html
  model-types.html
  prompts.html
  math.html
Dockerfile          Podman container image
```

## License

MIT