Retrieval quality evaluation should compare performance against naive RAG, GraphRAG-style retrieval, and Pyrana with and without CORTEX assistance so that the contribution of the architecture and its components can be benchmarked.

Comparative performance against naive RAG, GraphRAG-style retrieval, and Pyrana with and without CORTEX assistance.

— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf

8.1 Retrieval quality

— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf

The most important metrics for this architecture fall into five groups.

— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf