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Neo4j and Generative AI Workshop
Course
Neo4j and Generative AI Workshop
19 lessons across 4 modules
Workshops
Developing Practitioner Skills in Neo4j
GenAI
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
.
01
Generative AI
4 lessons
1.1
What is Generative AI
1.2
GraphRAG?
1.3
What is a Knowledge Graph
1.4
GraphRAG for Python
02
Knowledge Graph Construction
7 lessons
2.1
Constructing knowledge graphs
2.2
Extracting a schema from text
2.3
Create a graph
2.4
Chunk size
2.5
Define a schema
2.6
Add structured data to the knowledge graph
2.7
Create your own knowledge graph
03
Retrieval
3 lessons
3.1
Vector RAG
3.2
Vector + Cypher retriever
3.3
Text to Cypher retriever
04
Agents
5 lessons
4.1
What is an Agent?
4.2
LangChain Agent
4.3
Search lesson content
4.4
Query database
4.5
Create an agent
Your onboarding assistant
Your personalised learning path will appear here as we chat.