36afe69c76166b9546b7d289c173a1df6cbac73a8bad450f1be7937ef70a297c
active
contextual
axiomatic
Compared with naive RAG, Pyrana uses the atomic CXU as its retrieval unit instead of a text chunk so that retrieval operates on finer-grained governed knowledge objects.
Supporting contexts
Quoteverbatim
4.4 Pyrana versus naive RAG
— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf
Quoteverbatim
Retrieval unit
— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf
Quoteverbatim
Text chunk
— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf
Quoteverbatim
Atomic CXU
— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf
Effective from: 7/16/2026, 10:35:10 PM