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← GraphRAG Fundamentals

Section 1 · Lecture 1 · 8:06

evolution of rag and setup

← section 1 intro build naive rag →

0. Welcome

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welcome and course overview1:24

1. Why GraphRAG

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section 1 intro0:06
evolution of rag and setup8:06
build naive rag8:24
failure modes enter graphrag8:12

2. Knowledge-Graph Fundamentals

section 2 intro0:12
what is a knowledge graph8:18
build a kg by hand7:54
llm entity extraction9:18

3. Microsoft GraphRAG Indexing

section 3 intro0:06
install init settings11:06
run indexing inspect output8:30
visualise graph cost recap8:12

4. Querying and Production

section 4 intro0:06
local vs global search9:06
multihop python api communities8:18
cost when to use wrapup10:00

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evolution of rag and setup — GraphRAG Fundamentals | SOTAAZ Blog