Moving beyond naive vector lookup: building adaptive multi-agent retrieval routers that decide when to query vector databases vs SQL databases.
An Agentic RAG architecture places a router LLM upstream to evaluate query intent before dispatching execution to specialized tools.
References & Further Reading:
Principal AI Architect. Former DeepMind Researcher specializing in Large Language Models and Prompt Engineering.