Extracting a schema from text

The GraphRAGiFull definition for GraphRAG (opens in a new tab)Retrieval-augmented generation whose context comes from a knowledge graph, so the model can follow the relationships between facts. for Python package (neo4j-graphrag) allows you to access Neo4j Generative AIiGo to glossary for generative AI (opens in a new tab)Models that produce new content rather than classifying or scoring content that already exists. functions.

During this course you will use the neo4j_graphrag package to build a knowledge graphiFull definition for knowledge graph (opens in a new tab)A representation of real-world entities and their relationships, stored according to organizing principles, typically in a graph database. and retrieversiFull definition for retriever (opens in a new tab)A component that searches a data source and returns the information relevant to a query. Often used to provide context for a language model. to extract information from the graph using LLMsiGo to glossary for large language model (opens in a new tab)A model trained on text to predict the next token, and so to generate language..