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RAG & Retrieval — Sage Academy — Sage Ideas

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Catalog/AI Engineering/RAG & Retrieval

AI Engineeringlive · 20 lessons · 5 modules

RAG & Retrieval

Grounded, cited answers

Enrol — all access Preview lesson 01 free

20 lessons · 5h · Intermediate

What you'll cover

○Module 1 · Ingestion — not started

○Module 2 · Embed & Index — not started

○Module 3 · Retrieval Quality — not started

○Module 4 · Grounding — not started

○Module 5 · Eval & Production — not started

20 lessons · 5h total

The arc — 5 modules, one running syllabus

MODULE 014 lessons

Starts with “Why RAG: Grounding vs Memorizing”.

includes a free preview lesson

MODULE 024 lessons

Starts with “Embeddings Intuition”.

4 lessons in this module

MODULE 034 lessons

Retrieval Quality

Starts with “Top-k Retrieval & the Threshold Gate”.

4 lessons in this module

MODULE 044 lessons

Starts with “The Grounding Contract”.

4 lessons in this module

MODULE 054 lessons

Eval & Production

Starts with “Retrieval Metrics: Recall@k”.

4 lessons in this module

Sample lesson, in the real player

free preview · lesson 01 of 20

01 · Why RAG: Grounding vs Memorizing~5 min · free

This module

Why RAG: Grounding vs Memorizing

Loaders & Cleaning

Chunking Strategies & Overlap

Metadata & Provenance

Why RAG: Grounding vs Memorizing — the full lesson in the real player: reading, diagram, and a hands-on lab. No account, no card.

read→lab · run it→verificationSageLab

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The full lesson, in the real player — reading, diagram, lab and all. If the way it teaches doesn't click, you'll know inside 5 minutes.

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