AIBullisharXiv – CS AI · 8h ago6/10
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MM-BizRAG: Rethinking Multimodal Retrieval-Augmented Generation for General Purpose Enterprise Q&A
MM-BizRAG introduces a structured approach to multimodal retrieval-augmented generation for enterprise document analysis, dynamically routing documents through layout-specific processing pipelines and outperforming existing vision-centric baselines by up to 32% on heterogeneous enterprise datasets. The system decouples retrieval from generation contexts and introduces FastRAGEval, a cost-efficient evaluation metric for RAG system quality assessment.