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v0.2.6 - Arkon Knowledge Hub & AI Pipeline Update

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@nduckmink nduckmink released this 11 May 14:57
v0.2.6
be8239b

This update represents a massive leap forward for Arkon's document processing capabilities, coupling the power of state-of-the-art AI models with a series of crucial patches that make the UI much smoother and more intuitive.

🌟 Highlights

  • Speed & Scale with Modern Models: Transitioned the entire platform to modern, state-of-the-art AI models (supporting up to 1M token context windows), officially moving away from outdated legacy models.
  • Massive Document Ingestion: The old 30K token limit is gone. The new pipeline allows you to ingest and comprehensively analyze incredibly long documents without information loss.

🧠 AI & Data Pipeline Upgrades

  • Smart Token Pre-processing & Alerts: When uploading a document, the system now automatically scans and calculates the token volume before processing. If the file is too large and risks context overflow, a proactive warning is triggered: "Proceed with caution! You should split your document..." giving you better control over analysis quality.
  • Smart Context Selection: No more blind truncation. The new algorithm automatically evaluates and prioritizes the most highly relevant sections to feed into the model, drastically boosting the accuracy of synthesis results.
  • Context Window Optimization: Fine-tuned the chunking mechanisms and context budgeting within the Map-Reduce pipeline to fully exploit the capabilities of modern 1M-token models.

🎨 UI/UX & Stability Improvements

  • Flawless Knowledge Graph Physics: Completely resolved the D3 physics bugs that caused the Local/Mini Graph to disappear, scale to NaN, or fling nodes out of bounds. The graph now safely anchors to the center (0,0) and remains perfectly stable even for pages with sparse links. Additionally, the Local Graph widget now intelligently hides itself if a page is completely isolated to keep the UI clean.
  • Real-time Sidebar Synchronization: No more manual page reloads! The Workspace list in the Sidebar now syncs in real-time via an event-driven architecture whenever you create or delete a project from the Dashboard.
  • Polished Wiki Typography: The introductory summaries at the top of Wiki pages now fully support inline Markdown rendering (bolding, italics, etc.), ensuring your knowledge hub looks professional and is easy to read.

If you encounter any issues or have questions regarding this update, please don't hesitate to reach out to the development team. Enjoy your newly upgraded Arkon AI experience!

Full Changelog: v0.2.5...v0.2.6

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