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.

April 13, 2026 in agents, architecture by Odelia Cohen6 minutes