[BUG] The vector store is reinitialised whenever there is a change in the app

[elegoupil]

Currently ingested knowledge is stored in a local vector Chroma DB that is not persistant

https://github.com/iom/migration_pathways/blob/main/backend/chat_rag.py#L58

Solution: use a persistent vector store in the same postgreSQL DB used for for user registration