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Quanta GenAI Curriculum · LLMOps · Advanced

LLMOps Advanced — 044: simulate empty retrieval on `Vector index stewardship` — memo `283614 [44]`

Lesson 044: Vector index stewardship

Focus

Anchor this drill to one production LLM workflow—even hypothetical. Token Vector index stewardship:44 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Tool contract rehearsal

{
  "name": "reindexSlice",
  "arguments": { "corpus": "corpus-4", "dry_run": true }
}
Preconditions: index lag < 15h
FAILURE: page platform if lag > SLA without VP memo.

Practice

Practice Attach rollback steps if cost-per-request crosses your guardrail. — 44 Bump 9.