MiQ plugged **Google’s Agent Development Kit** into their stack to spin up **LLM agents** that turn plain English into clean, validated SQL. These agents speak directly to **Apache Pinot**, firing off real-time queries without the usual parsing pain. Behind the scenes, it’s a slick handoff: NL2SQL tools map intent, validators check for query gaffes, and conversation memory keeps the chat flowing. No need to repeat yourself like it’s 2019.