Open-Source Offline-Deployable Retrieval-Augmented Large Language Model for Assisting Pancreatic Cancer Staging

An offline-deployable RA-LLM system in which local execution prevents data leakage and retrieval-augmented generation improves output accuracy and transparency using reliable external knowledge (REK), demonstrated in pancreatic cancer staging is developed and publicly released.