GraphRAG becomes significantly more accurate if the retriever is from a Graph Database like Neo4j. Reasons are pretty straightforward — you get more context fro

GraphRAG becomes significantly more accurate if the retriever is from a Graph Database like Neo4j. Reasons are pretty straightforward — you get more context from the result as the data is more connected + retrieving relevant data is a lot more easier as there is no need of joins, it will be more like a pointer lookup + using Cypher/GQL, which is a query language used to retrieve info, is designed to find patterns in your data. So in general, wherever you have 3 or more hops/connections in your data, graph databases are well suited.