GraphRAG is a RAG framework that utilizes Knowledge Graphs to enhance information retrieval and processing. A significant aspect of this framework is the use of large language models (LLMs) for Named Entity Recognition (NER) within Neo4j.

Implementation

Use of knowledge graphs. This specific graph is called a “Lexical Graph with Extracted Entities”. LinkedIn Post

In ML_Tools see: Wikipedia_API.py

Resources