f6fbcca8cf846041d324f3fa7ce198de005fb6e96773ee466546c712bdcc718f
active
contextual
axiomatic

Grounding on unstructured documents such as PDFs, Word files, and decks is not native in Fabric Data Agents, is only partial in a Fabric plus Foundry custom build because retrieval must be built manually, and is provided by Pyrana through its Context Engine.

Supporting contexts

Quoteverbatim

Grounding on unstructured docs (PDF/ Word/decks)

Pyrana vs Microsoft Fabric — Comparative Analysis (Summer Fridays).pdf

Quoteverbatim

✕ not native

Pyrana vs Microsoft Fabric — Comparative Analysis (Summer Fridays).pdf

Quoteverbatim

△ build retrieval yourself

Pyrana vs Microsoft Fabric — Comparative Analysis (Summer Fridays).pdf

Quoteverbatim

✓ Context Engine

Pyrana vs Microsoft Fabric — Comparative Analysis (Summer Fridays).pdf

Effective from: 7/16/2026, 10:58:19 PM

History