d0d4eebb5e80dc1dfd105e6e2ef3d2e01435e6d152902c16412f366714f6ffaf
active
contextual
axiomatic
Relative to naive RAG, Pyrana adds atomic claims, graph structure, governance tiers, and learning loops beyond fast prototyping and broad semantic recall.
Supporting contexts
Quoteverbatim
Naive RAG
— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf
Quoteverbatim
Fast to prototype; broad semantic recall
— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf
Quoteverbatim
Adds atomic claims, graph structure, governance tiers, and learning loops
— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf
Effective from: 7/16/2026, 10:35:04 PM