386281acb1ae5a123aa7e6bb946d634f647e5ce9e074e8253321aa4768d0bc87
active
contextual
empirical
As usage accumulates, the system gains signal about which queries fail repeatedly so that recurring retrieval weaknesses can be recognized and addressed.
Supporting contexts
Quoteverbatim
As usage accumulates, the system gains additional signal
— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf
Quoteverbatim
Which queries fail repeatedly
— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf
Quoteverbatim
identify patterns in failure
— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf
Effective from: 7/16/2026, 10:35:23 PM