Import public shared files
Add a supported public HTTPS file link without first downloading and uploading the file yourself. Import methods include Google Docs, OneDrive, SharePoint, Dropbox and public repository files. Administrators must enable public-link imports and grant web-crawl permission. Public access, download permissions, file checks and processing limits apply. Provider methods have offline test coverage; confirm your links during evaluation.
Knowledge inside embedded files
Search supported attachments inside Office documents, PDFs and email files when enabled. Keep each child file linked to its parent so users can trace a source. File types, nesting depth and processing limits apply. Access, retention and deletion controls cover the document family.
Structured JSON and exact lookup
Look up exact fields in supported JSON data records. Keep data types, nested relationships and labelled paths, so a record can be checked alongside document sources.
Controlled routing and refresh
Choose which documents a topic searches first. Set fallback and disclosure rules. Keep the current version searchable while a replacement is processed.
Precise, source-backed retrieval
Combine keyword and meaning-based search, split multi-part questions and rank the results. Check that the answer is supported by the sources. Keep exact phrases, section names, definitions, table names and page references. Link individual claims to supporting evidence.
Flash retrieval
Use Flash mode for straightforward document questions. It normally runs one embedding, one authorised vector search and one source-based answer call. With follow-up anchoring enabled, eligible short questions can add a second embedding and search using recent conversation context. The contextual result is used only when its search score improves enough. This adds no answer-model call. Flash topics skip dedicated decision tasks, analytics and tools.
Architecture and controls depend on your deployment. Test source quality, permissions, privacy, model failures, retention and exports against your requirements.