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· 2 min read· FyBrain· FyDoc
FyBrain: suggestions, document intelligence, and retrieval
Suggestion apply/update flows, document intelligence models, citation verification, project sources, bulk suggestion ops, and clearer worker status for intelligence jobs.
ForOperators using AI assist on documents and admins watching intelligence jobs.
NewImprovement
In this release
- Suggestions you can review, update, and apply to entities
- Document intelligence models and sync
- Citation verification on responses
- FyBrain projects and sources
- Bulk operations on suggestions
- Worker status / control-plane visibility
Intelligence is useful when it proposes something you can accept, reject, or correct — with citations you can check. FyBrain deepens suggestions, document intelligence, and the jobs that keep sources fresh.
Suggestions
- Create and manage suggestions with target entity handling on update and apply.
- Bulk operations for intelligence suggestions when many rows need the same treatment.
- Suggestion drawers and notes/trash UI polish shared with FyDoc patterns.
Document intelligence and retrieval
- Document intelligence models with sync support for the files you care about.
- Context budget and turn intelligence for retrieval so answers stay grounded.
- Citation verification and clearer response handling.
- FyBrain projects and project sources for scoped intelligence work.
Operations
- Backfill and event emission for file cataloging.
- Source events so admins can see what changed in the intelligence set.
- Worker status and control-plane endpoints for watching jobs — not guessing.
- Intelligence overview surfaces for sources at a glance.
Related in these modules