CleoP made with MidjourneyMost RAG systems don’t understand sophisticated documents — they shred themSemantic chunking and multimodal textualization enhance RAG systems by preserving document structure and making visual data searchable, improving accuracy.Dippu Kumar Singh January 31, 2026