The Pyrana Context Engine addresses mainstream RAG problems by decomposing knowledge into atomic Context Units, or CXUs, so that knowledge can be managed at the level of single governed claims.

The Pyrana Context Engine addresses those problems with four commitments:

— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf

Knowledge is decomposed into atomic Context Units (CXUs).

— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf

The Context Unit (CXU) is the foundational object in the Pyrana Context Engine.

— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf