Protein Design with Agent Rosetta: A Case Study for Specialized Scientific Agents

Agent Rosetta is introduced as a large language model (LLM) agent integrated with the Rosetta software for protein design, enabling it to handle both canonical and non-canonical amino acids. It demonstrates the capability to iteratively refine protein designs to meet user-defined objectives, achieving performance comparable to specialized models and human experts in scenarios where traditional ML methods struggle. This development highlights the importance of environment design in effectively utilizing LLMs for complex scientific tasks, making advanced protein design more accessible.