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aicg: learning_gap — lessons#1

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aicg/2026-07-09/rag-engineer-learning/learning-empty-module-container-lessons
Jul 9, 2026
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aicg: learning_gap — lessons#1
JoshuaAFerguson merged 1 commit into
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aicg/2026-07-09/rag-engineer-learning/learning-empty-module-container-lessons

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AICG cross-repo audit work item

  • Type: learning_gap / ?
  • Work ID: learning-empty-module-container-lessons
  • Repo: rag-engineer-learning
  • Target: lessons

Why

lessons contains no mod-* directories.

Loop note

Generated by the autonomous runner. CI must pass.

@JoshuaAFerguson JoshuaAFerguson merged commit 2a78c1a into main Jul 9, 2026
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@JoshuaAFerguson JoshuaAFerguson deleted the aicg/2026-07-09/rag-engineer-learning/learning-empty-module-container-lessons branch July 9, 2026 05:45

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- Define retrieval-augmented generation (RAG) in the terms the original paper introduced it.
- Distinguish parametric knowledge (weights) from non-parametric knowledge (an external corpus).
- Name the four stages of a minimal RAG pipeline — **ingest → chunk → embed → retrieve → generate** — and explain what each stage owns.

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P2 Badge Count the pipeline stages consistently

The module overview says learners should name the “four stages” but immediately lists five stages, and the lecture/quiz also teach the pipeline as five stages. Because this is a learning objective in the module entry point, the mismatch can leave learners with the wrong core vocabulary before they start the lesson.

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