Neo4j Live: How to Build a Knowledge Graph
Do you think building a knowledge graph is too complex? Think again. Join us when we look at the new eBook "The Developer’s Guide: How to Build a Knowledge Graph" and learn how to model, query and grow your graph step by step.
We’ll bust a few myths, walk through real-world use cases and show you how knowledge graphs power everything from fraud detection to GenAI.
Let’s get started to build with knowledge graphs!
Guest: Jennifer Reif
https://www.linkedin.com/in/jmhreif/
eBook: https://neo4j.com/whitepapers/developers-guide-how-to-build-knowledge-graph/
Neo4j AuraDB: https://dev.neo4j.com/discover-aura
Northwind Example Dataset: https://github.com/neo4j-graph-examples/northwind
Cypher Styleguide: https://neo4j.com/docs/cypher-manual/current/styleguide/
KG Construction with LLMs: https://graphacademy.neo4j.com/courses/llm-knowledge-graph-construction/
Values and Types in Neo4j: https://neo4j.com/docs/cypher-manual/current/values-and-types/
LLM Graph Builder: https://neo4j.com/labs/genai-ecosystem/llm-graph-builder/
Jennifers Blog: https://jmhreif.com/
Chapters
- 00:00Welcome & Guest Introduction: Jennifer Reif
- 02:16Foundations of Knowledge Graphs & Common Terminology
- 05:04About the “How to Build a Knowledge Graph” Book
- 06:59Motivation Behind Writing the Guide
- 10:22What Makes a Knowledge Graph Different
- 16:04Key Graph Components: Nodes, Relationships & Properties
- 26:40Setting Up Neo4j Aura & Importing CSV Data
- 34:01Defining Data Models & Mapping Relationships
- 40:04Querying the Knowledge Graph with Cypher
- 52:01Misconceptions About Knowledge Graphs & Practical Tips