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This work introduces MASDR-RAG (Metadata-Scoped Domain Retrieval for RAG) as a controlled testbed and finds hard partitioning to be unsafe, whereas training-free soft scoping is safe when the scope structure is real.
Civil infrastructure compliance checking has long relied on engineers manually reading legacy 2D plans; however, OCR-based automation strips away the geometry and layout essential for interpreting these plans. We present a Visual-First Multimodal Retrieval-Augmented Generation (RAG) framework called PlanSightRAG. It in...
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