Knowledge Graphs & GraphRAG: sections and modules
GraphRAG Techniques
Build a concept graph over chunks and traverse it to answer questions.
- Lessons
- 6 lessons
- By
- Sourav Banerjee
- Prerequisites
- None
Lessons
Start modulePractise and Check
- Deliverable
- GraphRAG vs RAPTOR vs hybrid: run the same global and multi-hop question set through each and write a one-page recommendation including indexing cost.
- Assessment
- Answer the five Interview questions without notes, then run the lab.
- Interview probe
- Larkspur's cancellation answer reaches an export node but misses the retention condition. Where do you look first?
- Common mistakes
- Trusting
max_context_length=4000to cap the traversal's context - Reading the fixed citation confidence of 0.9 as a measured score
- Quoting the configured 10000-token maximum as global search's cost
- Trusting
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