Biomni is a versatile biomedical AI agent that utilizes large language model reasoning and retrieval-augmented planning to assist scientists in executing research tasks and generating hypotheses. It offers a comprehensive setup process, supports various API key configurations, and enables users to run tasks, generate reports, and integrate external tools. Biomni is part of an open-science initiative, encouraging community contributions to enhance its capabilities.