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YouTube

Introduction to GraphRAG - Knowledge Graph Construction and Retrieval Patterns

AI Engineer via YouTube

Overview

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Learn the foundations of GraphRAG in this comprehensive workshop that covers knowledge graph construction and common retrieval patterns. Discover what GraphRAG is and when you need it, explore the best methods for constructing knowledge graphs, understand how to combine unstructured and structured data, and master techniques for retrieving the right information. The session addresses how GraphRAG has evolved from a nice-to-have feature to an essential component as AI solutions have increased in sophistication. Led by Zach Blumenfeld, a Data Science Product Specialist at Neo4j with extensive experience in graph data science capabilities, criminal fraud detection, identity resolution, and recommendation systems, who has applied graph computing to law enforcement and government entities for missions countering drug trafficking, human smuggling, money laundering, and child exploitation.

Syllabus

Intro to GraphRAG — Zach Blumenfeld

Taught by

AI Engineer

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