RAG -> Vector search -> means that your documents are not indexed as full text but as Vectorized objects which mean that then you can search using concepts instead of exacts strings you would use with a regular "Fulltext search".

This makes the search less precise and more powerful at the same time (ie it could look clever to some extent).