Datatalk: An AI Agent That Talks to Your Database

Datatalk: An AI Agent That Talks to Your Database

Series

DataTalk: Building an AI Data Agent That Talks to Your Database

A seven-day engineering series on building reliable text-to-SQL with data foundations, LangGraph, schema RAG, guardrails, and evaluation.

DataTalk #Day 0: An AI Agent That Talks to Your Database
Generating SQL with an LLM is easy. Building a system that knows when the SQL is wrong is the real engineering problem. Most teams do not have a data-access problem. They have a translation problem. A
Aug 22, 20264 min read