← Claude Operator Track

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

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