›GraphRAG for Python
1.4 · Lesson
GraphRAG for Python
The GraphRAG for Python package (neo4j-graphrag) allows you to access Neo4j iGo 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 including:
- iFull 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.
- iFull 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. pipelines
- iFull 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. construction
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