Knowledge inside embedded files
Process supported files embedded in Office documents, PDFs and email files, where enabled. Keep child documents linked to the parent so users can understand where cited evidence came from. Supported formats, nesting and processing limits apply; access and lifecycle controls govern the document family.
Structured JSON and exact lookup
Retain declared types, nested relationships and labelled paths in supported JSON records. Retrieve exact record fields alongside ordinary document evidence.
Controlled routing and refresh
Set document routes and priorities within a topic, with explicit fallback and disclosure settings. Keep the current searchable version available while a replacement is processed.
Precise, source-backed retrieval
Combine hybrid search, query decomposition, reranking and grounding checks. Preserve exact phrases, named sections, definitions, table identities and page references, linking individual claims to their supporting evidence.
Architecture and controls depend on the deployment. Review source quality, permissions, privacy, model failure, retention and export behaviour against your own requirements.