bdbaa06274a8b58586c2e42379ff544ff2df8eaadaf26e8404d9e7024748d9cf
active
contextual
axiomatic
The structural basis of naive RAG is mostly similarity-based, whereas the Pyrana Context Engine uses graph, vector, and policy-aware fusion together.
Supporting contexts
Quoteverbatim
Structure
— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf
Quoteverbatim
Mostly similarity-based
— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf
Quoteverbatim
Graph + vector + policy-aware fusion
— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf
Effective from: 7/16/2026, 10:35:03 PM