Learn how to integrate Microsoft GraphRAG with Neo4j to store and analyze data, along with implementing local and global retrievers using LangChain and LlamaIndex. Steps include configuration of knowledge graph extraction, importing data into Neo4j, and setting up retrievers. Uses dataset 'A Christmas Carol' to demonstrate the process. Code available on GitHub.
Table of contents
Store the MSFT GraphRAG output into Neo4j and implement local and global retrievers with LangChain or LlamaIndexDatasetA Christmas Carol by Charles DickensGraph constructionPrompt Tuning ⚙️blogs/msft_graphrag/ms_graphrag_import.ipynb at master · tomasonjo/blogsGraph analysisLocal retrieverGlobal retrieverSummarySort: