Availability of data and materials The code used to manipulate SMILES prompts used in this work has been packaged and deposited on PyPI for convenience (), or can be found on GitHub (). The code used for integration with a chemical language model and reinforcement learning can be found on GitHub (). Competing interests The authors' declare no competing interests.