For enterprise RAG systems with structured documents, preserve document structure when chunking—it improves retrieval quality and reduces costs, but you'll need multimodal AI to handle diagrams and visual content.
This paper tests four different ways to split documents into chunks for RAG systems using oil and gas industry documents. Structure-aware chunking (which respects document layout) works best and costs less than other methods, but all approaches struggle with diagrams and visual content.