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← GraphRAG in Production

Section 0 · Lecture 1 · 1:36

welcome and course overview

section 1 intro →

0. Welcome

Free

welcome and course overview1:36

1. Real Documents and Production Indexing

Free

section 1 intro0:06
real documents sources and pdf pitfalls10:12
cleaning token diet cost estimate10:48
project settings prompt tune indexing run11:36
inspect results graph plot local search9:00
global search network analysis wrapup9:36

2. Evaluation Pipeline

section 2 intro0:06
graph structure metrics and the meter8:36
llm judge question generation three answerers8:30
answer judging dashboard and tuning8:30

3. Multi-source GraphRAG

section 3 intro0:06
three source types and existing provenance7:48
csv metadata indexing and source tracking8:18
tracing answers cross source and single vs multi8:30

4. GraphRAG Agent

section 4 intro0:06
function calling and three graphrag tools7:48
the agent loop tool choice and multi turn8:06
behaviour analysis router comparison and course finale8:18

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