# Presentation

## Notebooks

- [data enrichment](data_enrichment.ipynb) - contains the code to gather things from the O\*NET data, BLS's OEWS database (unused for now), Barnett's data...
- [prompt evaluation](evaluate_llm_time_estimations.ipynb) - the playground used to evaluate change in hyperparameters (system prompt, user prompt, schema, model...)
- [analysis](analysis.ipynb) - code to generate the graphs in the paper
- [legacy](legacy.ipynb) - if there are some missing pieces, it's worth looking in there.

## Running the non-notebook code

To re-run everything, you need python and uv up and running, if you use have nix installed, run

```bash
nix develop .#impure
```

and then `uv run ...` as requested in the notebooks.

If some things are missing, email <dorn@xfe.li>, I'm usually reactive.

Copy `.env.example` to `.env` and fill in OPENAI_API_KEY. The total run and experiments cost less than <10$.
