Yes, both. I am looking to vectorize a bunch of pdfs and then feed them into a Knowledge assistant. I was told there would be better performance if the knowledge assistant was fed a vector search index rather than the files directly. Ultimately this knowledge assistant would then be part of a multi-agent supervisor.