# Supporting information

for the article **Autonomous chemical research with large language models** by Daniil A. Boiko,
Robert MacKnight, Ben Kline, and Gabe Gomes

## Directories

* `synthesis_capabilities` — data for "Web search enables Coscientist’s synthesis planning capabilities." section
* `large_library_selections` — data for **Figure 5e**
* `multiple_runs_and_justifications` — data for **Figures 5f and 5g**
* `optimization` — data for "The Coscientist’s reasoning capabilities evidenced by optimization problems" section
* `simple_implementation` — simple implementation of Coscientist

## License

This project is licensed under Apache 2.0 with Commons Clause. See [LICENSE](LICENSE) and [NOTICE](NOTICE) for details.
**Commercial use is restricted** - see the Commons Clause in the license file.