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+# 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$.