You have a small, mostly static corpus (e.g., a few hundred to a few thousand chunks). You want zero‑infrastructure local retrieval with fast, predictable latency. You’re assembling “infinite few‑shot ...

Abstract: Data-driven-based State of Charge (SOC) estimation methods have garnered extensive attention as they do not need to consider the complex reaction mechanism inside batteries. In the case of ...