GraphAcademy
Course

Neo4j & GenerativeAI Fundamentals

15 lessons across 4 modules
Generative AI & GraphRAGGenAIIntermediateContext EngineerBuild a Neo4j-backed ApplicationDevelopment
About this course

In this course, you will learn

  • Generative AI Fundamentals

  • Large Language Models

  • RAG

  • GraphRag

  • Integrating Neo4j with Generative AI

Course content

4 modules, 15 lessons.

  1. 3 lessons
    1. What is Generative AI
    2. Considerations
    3. Context
  2. 4 lessons
    1. What is RAG?
    2. Vector RAG
    3. Vector Indexes
    4. GraphRAG
  3. 2 lessons
    1. What is a Knowledge Graph
    2. Creating Knowledge Graphs
  4. 6 lessons
    1. GraphRAG for Python
    2. Vector Retriever
    3. RAG Pipeline
    4. Graph-Enhanced Vector Retriever
    5. Text to Cypher Retriever
    6. GenAI Frameworks