a9de393af2c37750988e28b029e407e32587e7ce1f2d7ee7e3c826c41796ec8c
active
contextual
axiomatic
Compared with naive RAG, Pyrana uses explicit priority mechanisms to surface critical claims instead of relying on similarity-dependent surfacing.
Supporting contexts
Quoteverbatim
Critical claim surfacing
— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf
Quoteverbatim
Similarity-dependent
— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf
Quoteverbatim
Explicit priority mechanisms
— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf
Effective from: 7/16/2026, 10:35:11 PM