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features.md

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Features

Page What you do there
Hub Add knowledge: paste text, upload a file (PDF, TXT, MD, DOCX), fetch a URL, or submit a transcript, email thread or Slack export. Browse everything in the space, see the graph, cross-link items, and Export / Import the space as an OKF (Open Knowledge Format) JSON file
Search Full-text search over items and sources, filtered by type, source and tag
Review Accept, edit or reject extracted items. Everything starts pending; rejected items are never used by GraphRAG
Decisions The decision log and risk register, with each item's status and what replaced it
Playbooks Repeatable procedures (a release, onboarding), written as steps or built from how-tos and checklists already in the space
Sources Connectors that pull in transcripts, notes, ADRs, pull requests and issues
Groups Create groups, invite people, answer invitations
GraphRAG Ask questions; answers cite the items they used and flag superseded decisions
Models Download, switch or remove local LLMs; re-embed the knowledge base
Users (server admins) Create accounts, change roles, see inactive accounts and groups due for deletion

How knowledge is extracted:

Source Extractor Item types
Pasted text Rule-based (keywords) decision, how-to, lesson, risk, best-practice, checklist
Files and URLs LLM, chunked (~6,000 chars per chunk, up to 8 chunks). Regex fallback for the whole document if no LLM answers, or per chunk if a reply can't be parsed decision, action-item, how-to, best-practice, lesson, risk, plus checklists (always regex)
Transcripts, email, Slack LLM, with a regex fallback decision, action-item, risk
Git ADRs (connector) None: each ADR is a decision decision, with its status and lineage

Each item records which extractor produced it, shown as a badge in the review queue.

Search uses ArcadeDB's Lucene indexes. Items match on title, tags and type; sources on title, author, tags and body text. Sources matched only in their body rank below metadata matches and come back with a snippet.

Cross-linking (the Hub's Cross-link button) connects items from different sources whose titles share enough keywords (Jaccard similarity ≥ 0.12), as RELATED_TO edges.

The app checks GET /health every minute and shows a banner if the backend or the database can't be reached.