How a simple flight status question exposed a core limitation of vector-only retrieval for
relational memory — and why graphs help.

The Night Everything Broke

It was 11 PM on a Friday. My flight was delayed. Bad weather. I asked my AI agent, Nous, a simple question: What's the latest on my flight? Give me the confirmation code, travel dates, and...