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Course · 8 lessons · Intermediate to advanced

RAG Systems Deep Dive

A complete tour of retrieval-augmented generation: the foundational components and the standard workflow, then the advanced ground, multimodal and graph retrieval, tool-calling agents, and finally how to optimize a system, evaluate it honestly, and sidestep the pitfalls that quietly break RAG in the real world.

lunaris · RAG Systems Deep Dive lesson 01 / 08
Lesson 01 of 08

Foundational Components

YouTube
What's inside

The full syllabus.

8 lessons in order, from the foundations to the failure modes. Watch them here or open any one on YouTube.

  1. 01 Foundational Components YouTube
  2. 02 Standard Workflow YouTube
  3. 03 Multimodal RAG YouTube
  4. 04 Retrieval Architectures YouTube
  5. 05 Graph RAG YouTube
  6. 06 Tool Calling & Agents YouTube
  7. 07 Optimization & Evaluation YouTube
  8. 08 Common Pitfalls YouTube
When you're done watching

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