Vector DB companies hate this trick! Why Graph RAG is superior, where to start and what it costs.

Text embeddings are a fantastic tool to manage and find knowledge. But have you ever asked your RAG system a question that requires aggregating multiple topics and semantic concepts? Your experience was probably quite frustrating. Graph RAG to the rescue!In this talk, we will find out whether text embedding RAG is really dead. We will explore Graph RAG's advantages and disadvantages. Let’s discuss implementation strategies and compare costs and build your understanding so you know where to get started.