Relevance gain
UniProtKB corpus: Faithfulness +0.1176 and Answer Relevancy +0.1358 vs OpenAI.
Whitepaper
Domain-Tuned Retrieval for Business RAG
Domain-adapted retrievers paired with calibrated reranking outperform general-purpose providers across finance, clinical, and protein corpora.
Key Findings
Fewer catastrophic errors
Catastrophic errors drop from 15/97 to 1/97 (UniProtKB) and 5/97 to 1/97 (Clinical).
Clinical relevancy
Clinical corpus: Faithfulness +0.0575, Answer Relevancy +0.0696 vs OpenAI.
Finance relevancy
Finance corpus: Answer Relevancy +0.0575 vs OpenAI (Holm-adjusted significance).
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