Keep your host free from lingering services and mismatched versions. Run your dev stack in isolation and rebuild it when ...

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 ...