It would be great to have the vector database run on the edge / on-device for offline-first and be privacy-focused. https://objectbox.io/ does this but i would like to see AWS and others offer this as well.
I am already using Qdrant very heavily for code dev (RAG) and I don't see that changing any time soon because its the primary choice for the tools I use and it works well