Most RAG pipelines chop documents into chunks and hope the right one comes back.
RAPTOR builds a tree instead: summaries at the top, detail at the bottom, so a query can enter at the level that holds the answer.
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Raptor RAG explained: A full guide to hierarchical retrieval
Learn what RAPTOR RAG is, how it differs from other RAG methods, and how to implement it in Python.