Federated knowledge retrieval elevates large language model performance on biomedical benchmarks.

Incorporating BTE-RAG substantially increased accuracy to 75.8%, corresponding to an absolute improvement of 24.8 percentage points, which was highly significant by paired analysis (McNemar P < 0.0001; Supplementary Table S3 ).

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