Knowledge Digest: Auto-Synthesized Articles
How BrainTube auto-generates synthesized articles from your knowledge corpus.
The Knowledge Digest automatically generates comprehensive articles by synthesizing knowledge across your saved content.
What Is the Digest?
Think of it as a personal Wikipedia built from your corpus. BrainTube's AI reads across multiple saved items and writes synthesized articles that combine insights, identify themes, highlight consensus and contradictions, and create coherent narratives.
How It Works
RAPTOR Hierarchy
- Level 0 (Leaf Articles) — Individual topic summaries from clusters
- Level 1 (Meta-Articles) — Higher-order syntheses combining multiple Level 0 articles
Auto-Compilation
Articles are generated when a cluster reaches 5+ items, new items are added, or the weekly linting job finds new evidence.
Backlinks
Articles feature clickable [[backlinks]]. Resolved links are clickable buttons, unresolved links appear as dashed-underline stubs that auto-promote to articles when sufficient sources accumulate.
Features
- 🤖 Auto-generated badge — Clearly marked as AI-generated
- ✏️ Editable — Manually edit any article
- 🔍 Searchable — Embedded and searchable via semantic search
- 📊 Evidence trail — JSONB timeline entries maintain source chains
- 🔗 Knowledge Graph integration — Articles appear as shadow items