0a4432a56752139d545276130f3ea8b710a08cfef6878b7f698b66a24b326ea7
active
contextual
axiomatic

In the Pyrana versus naive RAG comparison, the retrieval unit for naive RAG is a text chunk, whereas the retrieval unit for the Pyrana Context Engine is an atomic CXU.

Supporting contexts

Quoteverbatim

Dimension

Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf

Quoteverbatim

Retrieval unit

Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf

Quoteverbatim

Naive RAG Text chunk

Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf

Quoteverbatim

Pyrana Context Engine Atomic CXU

Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf

Effective from: 7/16/2026, 10:35:03 PM

History