As Amazon product graph applied scientist Hao Wei explains in a blog post, the advantage of knowledge graphs — mathematical objects consisting of nodes and edges — is that they can capture ...

The LLM can say, ‘My answer came from these triples or this subgraph.'” Reasons to choose a Vector DB over a Knowledge Graph include lower cost and speed.