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Monolith Notes v2.7.0 — Multiplatform, Galaxy Knowledge Graph & Neural AI Operator

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@ayush-rdev ayush-rdev released this 18 Oct 11:30
· 13 commits to main since this release

🏛️ Monolith Notes v2.7.0

A tactile, distraction-free markdown journal & personal knowledge graph with 100% local-first file sovereignty. Available natively on Android, macOS, Windows, and Linux.

⚡ Highlights in v2.7.0

  • Pure Galaxy Topology Knowledge Graph: Interactive force-directed canvas with landmark hubs, folder clustering, and proportional radiant illumination.
  • In-Place Neural Retrieval Operator: Mathematically grounded vault RAG ((n) = \text{TF-IDF}(q, n) + \sum \lambda \cdot S(j)$) that dims un-retrieved nodes to dark obsidian blur while lighting up relevant neurons proportional to relevance $\sigma$.
  • Cross-Platform Monolith Desktop (Tauri v2): Native desktop companion for macOS, Windows, and Linux with live WYSIWYG CommonMark editing, local vault synchronization, and E2EE cloud backup.
  • 100% Grounded Invariants: Zero hallucination, zero subscriptions, zero proprietary database lock-in. Your words are stored forever as standard Markdown files.

📥 Downloads

  • Android: Monolith-Notes-v2.7.0.apk (13 MB)
  • Linux (Debian/Ubuntu): monolith-notes-2.7.0-linux-amd64.deb (10.8 MB)
  • Linux (Generic x86_64): monolith-notes-2.7.0-linux-x86_64.tar.gz (11 MB)
  • macOS & Windows: Built continuously via GitHub Actions matrix.

👥 Co-Authors & Contributors

  • Ayush (@ayush-rdev) — Mobile Engine, Knowledge Graph, Neural Retrieval
  • Parikshit (@parixiit) — Tauri v2 Desktop Engine & Live WYSIWYG Editor