4d5acc33f00c52f9520cde3a410c8def8fa0a7ed0b5bab663488eba4e33df7c6
active
contextual
axiomatic
For provenance, naive RAG is usually document-level, whereas the Pyrana Context Engine provides claim-level provenance with supporting evidence so that answers can be traced to specific claims.
Supporting contexts
Quoteverbatim
Provenance
— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf
Quoteverbatim
Usually document-level
— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf
Quoteverbatim
Claim-level with supporting evidence
— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf
Effective from: 7/16/2026, 10:34:57 PM