Disclosure up front: I build agentproto and its corpus

tooling, which is what the walkthrough uses. The commands are real and

checkable; the problem in the first half is one every RAG setup hits.

Corrections welcome — file an issue.

The advice is everywhere and it sounds complete: give your agent your knowledge —