GraphAcademy
Course

Building Knowledge Graphs with LLMs

11 lessons across 3 modules
Generative AI & GraphRAGGenAIProcessingIntermediateBuild a Neo4j-backed ApplicationContext Engineer
About this course

In this course, you will learn

  • Convert unstructured data into a knowledge graph

  • Customize a Knowledge Graph Schema

  • Query a knowledge graph

  • Using LLMs to generate Cypher queries

Course content

3 modules, 11 lessons.

  1. 4 lessons
    1. What is a Knowledge Graph
    2. Benefits and challenges
    3. Explore a Knowledge Graph
    4. Knowledge Graph Use Cases
  2. 4 lessons
    1. How to Construct a Knowledge Graph with an LLM
    2. Neo4j LLM Graph Builder
    3. Customize the schema
    4. Complete the Graph
  3. 3 lessons
    1. Querying using Cypher
    2. Explore the Knowledge Graph
    3. Create your Knowledge GraphOptional