/tags/multimodal/Recent content in Multimodal on FredHugoenCopyright (c) 2020-2024 ThuliteWed, 15 Apr 2026 11:42:18 +0200/blog/rich-mode-extending-rag-with-direct-visual-evidence/Mon, 13 Apr 2026 12:07:05 +0100/blog/rich-mode-extending-rag-with-direct-visual-evidence/An exploration of the structural limitations of text-based RAG systems, supported by benchmarks, and how Rich mode introduces a multimodal retrieval strategy that preserves and leverages images as first-class evidence.