30What is multimodal RAG, and how does it differ from text-only RAG?▼hardGoogleMicrosoftCohere1 replies◆ premiumReal 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.Open full answer →
87Your VLM answers single-image questions well but falls apart on an 80-page PDF. How do you fix it?▼hardGoogleMicrosoftDatabricks◆ premiumA 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.Open full answer →
