Cong Qi

CellPilot: an agentic framework that pilots small language models through autonomous single-cell annotation

CellPilot, an agentic framework that guides a locally deployable small language model through the full single-cell analysis workflow, from raw count matrices to cluster-level annotation, suggests that structured workflow orchestration can be a critical determinant of performance in multi-step single-cell analysis.