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 ...

One simple Python script transformed my chaotic downloads folder into a well-organized haven, eliminating the need for manual ...

Smarter document extraction starts here.