I have been working on some ideas involving RAG and Vector Databases, this initial post just explains what they are and how they can be used.
https://vzilla.co.uk/vzilla-blog/my-thoughts-on-retrieval-augmented-generation-rag-and-the-power-of-vector-databases
The next steps is potentially a post on how do we protect these vector databases when bad things happen, the spoiler alert being these are like no other databases, they need protecting but also those backups can be used to do some interesting things.