What Are Retrieval Based Models?

Retrieval Augmented Generation and Dense Passage Retrieval

Retrieval Augmented Generation and Dense Passage Retrieval use the context of a question to retrieve relevant passages from a large corpus of documents and extract answers. These models act akin to librarians, using their understanding of your question to retrieve relevant books or documents from the library.

Example

RAG, DPR