The Pyrana Context Engine is defined as a governed knowledge engine that replaces opaque chunk retrieval with atomic, content-addressable claims by combining a policy-aware entity graph, three retrieval strategies, and a closed agentic learning loop.

A governed knowledge engine that replaces opaque chunk retrieval with atomic, content-addressable claims

— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf

combining a policy-aware entity graph

— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf

three retrieval strategies

— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf

a closed agentic learning loop

— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf