Amap Tech

Jan 28, 2026 · Artificial Intelligence

Can Databases Teach Themselves? Exploring Agents‑Based Self‑Explaining Text‑to‑SQL

This article introduces the Agents‑Companion paradigm for Text‑to‑SQL, detailing how self‑describing database agents autonomously mine schema, statistics and semantics to generate high‑quality evidence, thereby bridging the gap between academic research and industrial deployment and significantly improving query accuracy.