Step 1: TheoryResearch Paper
From Local to Global: Graph RAG Paper
Study the core concepts and background material for this learning item.
Step 2: PracticeKaggle Workbook
CLIP Similarity Search Exercise
Solve the challenges and apply your knowledge interactively.
Hard30 min estimated study
Overview
Integrate entity-relationship graphs to enhance RAG systems with relational facts.
Learning Objectives
- Combine entity relations into graph structures
- Query relational entity graphs to contextualize prompts
Prerequisites
Item #181Reranking with Cross-Encoders
LockedTracking Control
Completion Reward+300 XP
Study Checklist
Studied theory resource
Completed practice exercise