3247a73064712209d14232ff2ef2f854c26e21d846735816da16a53f3bea4460
active
contextual
axiomatic
Critical claim surfacing in naive RAG depends on similarity, whereas the Pyrana Context Engine uses explicit priority mechanisms to surface critical claims.
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, 10:35:04 PM