Rumpa's Achievements
Building Knowledge Graphs with LLMs
- Convert unstructured data into a knowledge graph
- Customize a Knowledge Graph Schema
- Query a knowledge graph
- Using LLMs to generate Cypher queries
Constructing Knowledge Graphs with Neo4j GraphRAG for Python
- Create a knowledge graph using Neo4j GraphRAG for Python
- Model a knowledge graph of structured and unstructured data
- Query a knowledge graph using retrievers
- Customize the knowledge graph build process
Cypher Fundamentals
- Cypher patterns
- Reading data from a graph
- Writing data to a graph
Importing CSV data into Neo4j
- Importing CSV data into Neo4j
- Using LOAD CSV and Cypher
- Creating a data model
Neo4j & GenerativeAI Fundamentals
- Generative AI Fundamentals
- Large Language Models
- RAG
- GraphRag
- Integrating Neo4j with Generative AI
Neo4j Fundamentals
- Graph theory
- Graph structures
- Elements of a graph database
- Reading and writing data in Neo4j
- Cypher patterns