Large knowledge — RAG vs stuffing the prompt
When docs don’t fit, retrieve the right chunks — don’t drown the model in PDFs.
~15 min
Objectives
- Know when prompt-stuffing is enough
- Explain RAG as chunk → embed → retrieve → generate
- List failure modes (wrong chunk, stale index, citation theater)
Full lesson content loads in the interactive app for browsers with JavaScript. Markdown catalog: /md/education.md
Book a consultation · joshua.odenb@gmail.com · Markdown mirrors