When the RAG framework searches Vector DB to retrieve data, it quickly looks for mathematically close vectors, which imply similar meaning, ... When to choose Knowledge Graphs vs. Vector DBs.

He explained that the new service helps customers analyze existing Neptune graph data or data lakes on top of S3 storage, taking advantage of vector search to find key insights.