multimodal rag

Real documents carry images, charts, and tables, not just text, and text-only RAG silently drops them. The signal is knowing the two retrieval approaches and why the generator must change too. Here is the answer.

A VLM that reads one page perfectly can still fail an 80-page contract, and the reason is arithmetic before it is model quality. The signal is picking the right architecture and knowing what per-page processing silently loses. Here is the answer.