A more efficient path to add knowledge to LLMs

Basically in-between pure in-context learning and RAG - the entire knowledge base is leveraged, no external retriever, due to efficiencies in how that knowledge base context is encoded - some loss of semantic information, but perhaps an acceptable amount in some cases.