🦖RAPTOR🦖 for Advanced RAG

“Retrieval-augmented language models can better adapt to changes in world state and incorporate long-tail knowledge.”

Yet, the majority of existing RAG methodologies only retrieve short, contiguous chunks from a retrieval corpus, which limits the holistic understanding of the document’s overall context.

Today, we introduce a new technique that marries clustering with traditional RAG approach.