Development and Evaluation of a Retrieval-Augmented Large Language Model Framework for Ophthalmology

Although augmenting large language models (LLMs) with knowledge bases may improve medical domain-specific performance, practical methods are needed for local implementation of LLMs that address privacy concerns and enhance accessibility for health care professionals.