The Pyrana Context Engine includes a CORTEX agent layer that observes retrieval outcomes and proposes policy-aware improvements so that the system can learn and adapt under governance constraints.

The Pyrana Context Engine addresses those problems with four commitments:

— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf

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

— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf

No closed learning loop.

— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf