[jinjin2]

I agree that using a semantic layer is the best way to get better precision. It is almost like a cheatsheet for the AI.

But I would never use one that forced me to express my queries in JSON. The best implementations integrate right into the database so they become an integral part of regular your SQL queries, and as such also available to all your tools.

In my experience, from using the Exasol Semantic Layer, it can be a totally seamless experience.