The Future of Knowledge Graphs

The workflow right now is odd man, at least from what you're seeing from your customers. It's using kind of LLM's to create the knowledge graph from unstructured data as we talked about. It's also chatting with your knowledge graph. And then you use kind of rag retrieval augmented generation which today in the like kind of real world as of June 2023 ends up being much much more practical than fine tuning.