GraphAcademy
Course

Neo4j and Generative AI Workshop

19 lessons across 4 modules
WorkshopsDeveloping Practitioner Skills in Neo4jGenAI
About this course

In this course, you will learn

  • Generative AI

  • GraphRAG

  • Knowledge Graph Construction

  • Vectors and Text to Cypher Retrievers

  • Agents

Course content

4 modules, 19 lessons.

  1. 4 lessons
    1. What is Generative AI
    2. GraphRAG?
    3. What is a Knowledge Graph
    4. GraphRAG for Python
  2. 7 lessons
    1. Constructing knowledge graphs
    2. Extracting a schema from text
    3. Create a graph
    4. Chunk size
    5. Define a schema
    6. Add structured data to the knowledge graph
    7. Create your own knowledge graph
  3. 3 lessons
    1. Vector RAG
    2. Vector + Cypher retriever
    3. Text to Cypher retriever
  4. 5 lessons
    1. What is an Agent?
    2. LangChain Agent
    3. Search lesson content
    4. Query database
    5. Create an agent