55adab49c7caa50fcfee4742e280f8b24be61a7516c81b59dc3cf0673424fe4f
active
contextual
empirical
Fabric Data Agents do not natively ground answers on unstructured documents such as PDFs, Word files, or decks, whereas Pyrana on Fabric provides this through its Context Engine and custom Microsoft stacks require self-built retrieval.
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, 10:58:26 PM