2686721c8420356815e7b22a4620155594fb9a8d5cd751c56796ba4c59a2a75d
active
contextual
axiomatic
For corpus learning, naive RAG is usually manual, whereas the Pyrana Context Engine uses an agent-assisted feedback loop so that the corpus can improve through assisted learning processes.
Supporting contexts
Quoteverbatim
Corpus learning
— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf
Quoteverbatim
Usually manual
— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf
Quoteverbatim
Agent-assisted feedback loop
— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf
Effective from: 7/16/2026, 10:34:58 PM