# Notebooks

This folder contains runnable Jupyter notebooks for PAGANS.

- `pagans_quickstart.ipynb`: end-to-end quickstart for single prompt optimization,
  cross-family comparison (OpenAI, Anthropic, xAI, Gemini), and batch optimization.

## Run locally

```bash
uv sync --dev
uv run jupyter lab
```

Then open `notebooks/pagans_quickstart.ipynb`.
