Context Awareness Gate for Retrieval-Augmented Generation

A gate that decides whether a query needs retrieval at all, plus a vector-candidates method for scalable semantic search that does not call a language model.

A longer write-up of this work is on its way. Until then the paper and the code are the best place to look.