Most teams building LLM applications start with RAG for a good reason. It is practical, easy to understand, and usually good enough for a simple AI use case.

But once users stop asking simple lookup questions and start asking relationship-heavy questions, standard RAG can get shallow fast.

The issue is not that RAG is bad. The issue is that many...