Neo4j Live: Entity Architecture for Efficient RAG on Graphs

[@john23232]

Thanks for the presentation, I had mostly the same design in mind before watching this video and I’m happy to see that it was not too far from reality 🙂

[@neo4j]

Cool! Great minds and all that :)

[@DoWhisky]

Its like we re-invent the semantic graph and control vocabularies here? as opposed to lexcical graph used in MS GraphRAG

[@lovelandfc]

Thanks for the video! In minute 21 of the video you stated that you do a similarity search using the embeddings of the new chunks to find the entities they are most closely related to and connect them if the threshold is exceed. Without an LLM, how do you create the relationship description between the new documents and the existing entities? Specifically, how do you name the label of the relationship edge?

[@neo4j]

you can see the cypher queries in the linked blog from Irina