The Pyrana Context Engine includes a CORTEX agent layer that observes retrieval outcomes and proposes policy-aware improvements, creating a mechanism for monitored refinement of the knowledge system.

A CORTEX agent layer observes retrieval outcomes and proposes policy-aware improvements.

— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf

The Pyrana Context Engine addresses those problems with four commitments:

— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf

No closed learning loop.

— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf