Study Notes: Graph RAG - Property Graph RAG
This past month I’ve been focusing on Graph RAG. This entry is an attempt to capture some lessons learned and a place to itemize all the resources I’ve found useful.
Related posts: Study Notes: Graph RAG - Property Graph RAG (The Notebook) Study Notes: Graph RAG - Property Graph RAG (The Projects) NOTE: My approach to this topic was to find a way to improve a typical RAG implementation that only uses vector similarity searching.
Background For the past 5 or 6 months, I’ve casually been reading about Graph RAG but not taken a deep dive into it - until this past month. The majority of the videos, articles and code samples out there labeled as “Graph RAG” are about Knowledge or Property Graph RAG. They typically include a graph database (Neo4j is popular), often …
Posted by Jason on Monday, August 5, 2024