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: Recently, artificial neural networks (ANNs) show a great potential in frequency-selective surface (FSS) inverse design. However, it is inevitable to encounter the problem of nonunique ...