Lesson 011: RAG design trade spaces
Focus
Bias toward observable metrics, not model marketing. Token RAG design trade spaces:11 keeps neighbouring lessons differentiable.
Key ideas
- Thread: RAG design trade spaces · drill v1 · spin
255005. - Habit: pair every model utterance with a trace_id you could paste into Grafana.
- Guardrail: write one RACI bullet referencing this lesson tomorrow.
Deep dive notebook
Synthetic drill artefacts
Retrieval partitioning plan
| Slice | Tokens | Retrieval mode | Notes |
|-------|--------|----------------|-------|
| FAQs | 350 | hybrid@0.52 | keep tables contiguous |
| Policies | 431 | dense@0.65 | include footnotes |
Drill: justify why chunk boundaries fall where they do for lesson 11.
Practice
Practice Paste the worked-example template into a wiki stub and annotate owners. — 11 Bump literals mindset by 16.