Highlights

• .NET 10 + Avalonia refresh: solution retargeted to .NET 10, Avalonia bumped to 11.3.13, DevTools migrated to AvaloniaUI.DiagnosticsSupport, and drag/drop + clipboard code updated for current APIs (DataTransfer, DoDragDropAsync, typed clipboard helpers).

• Assistant & orchestration: routing layer with a small manager model for JSON routing decisions, hardware tiering (GPU probes, snapshots, cache invalidation) feeding model selection and resource governance, skill routing with bundled skills (Application, Mindmap, Notes, Path), conversation memory (snapshots, summarization, tool dispatch scope), and simplified tool surface for more reliable tool calls. Mindmap and notes tools gained richer parameters (e.g. batch mindmap nodes, note search/sort/snippet options).

• Chat experience: streaming and reasoning/thought UI, collapsible chat history sidebar (7-day retention then pruned), copy and regenerate on assistant messages, Enter to send / Ctrl+Enter for newline, length control (short / normal / detailed) replacing older “general/explainer” modes, process tracking and tool-call visibility in the dataset layer, and GPU streaming options / reveal pacing in settings.

• Embeddings & knowledge: batch embeddings (single ONNX run for multiple texts), PDF text extraction (PdfPig) for ingestion, RAG ingest logging for completion and embedding failures, and optional chat dataset logging for exported turn records.

• Notes & clipboard: custom block clipboard preserving inline formatting (plain paste to other apps as markdown), paste markdown mapped into internal blocks/runs, branding asset refresh, and maintenance pass (quieter LlamaCpp debug output, binding/warning cleanup).

• Image blocks: new Image block type with path/alt/width metadata, markdown serialization, left/center/right alignment with tooltips and styles, rich-text captions, improved resize handle (inside image, drag ghosts, edge auto-scroll), and fixes for first-click on image chrome and caption hover/focus.

• Layout blocks: Two-column layouts with nested blocks and ColumnGroup-style structure, multi-line quote blocks, multi-line paste into columns with caret preserved across blocks, plus fixes for separator line, empty block visuals, and watermark remnants on rapid Enter.

• Editing & navigation: Shift+click range selection on drag handles, Ctrl+drag multi-block move, formatting keyboard shortcuts, full-block-area text drag-select (padding no longer dead zone), block spacing and + button alignment cleanup, flyout polish and duplicate note, and sidebar overhaul: drag reorder for notes and folders, double-click rename, and rename fixes.

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Included commits

• afb6669 fix(blocks): multi-line paste in two-column + caret across blocks
• 3bd4e2c feat(notes): two-column block with nested block types
• 8eceab6 feat(blocks): selection, shift range, ctrl multi-drag, heading bold fix
• 37a8d6c fix(notes): image captions hover + focusable
• efe606f feat(notes): keyboard shortcuts for formatting
• 80a2c83 fix(blocks): separator line, empty blocks, watermark on Enter
• 44048e1 feat(blocks): TwoColumn block + rich image captions
• 043dc59 cleanup(notes): block heights/spacing, + button alignment, new block under image
• df29ef0 feat(notes): multi-line quote blocks
• 10a0ff8 feat(blocks): image resize/drag ghosts, auto-scroll, caption out of overflow menu
• c11fc08 fix(notes): first click on image controls
• 81e71ec feat(ui): image alignment tooltips + styles + i18n
• 5afcef8 feat(blocks): image alignment + clipboard + selection hit-testing
• 777e317 feat(blocks): Image block type + markdown + i18n
• 0988952 fix(notes): drag-select from full block area
• 98c1787 feat(notes): flyout visuals, duplicate note, dialog overlay styling
• 0d14387 feat(notes): sidebar drag reorder + rename UX
• e79ee34 feat: chat history + process tracking models + clear history
• 4f243f5 feat: mindmap batch nodes + note search + routing mode + tool simplification
• 9b2d3cd feat: memory snapshots in routing + multi-skill routing
• 76ac0d6 feat: conversation memory models + tool dispatch scope
• 9f27a03 chore: remove outdated dataset examples/docs
• 2af0c35 feat(embedding): batch embeddings + PDF extraction
• 279e445 feat: branding, block clipboard, markdown paste, RAG logging
• 5db10d1 Upgrade Avalonia + .NET 10, DevTools, DnD/clipboard APIs
• 0c24571 UI: “Chat History” title + chat button styling
• e91785b Maintenance: LlamaCpp noise, warnings, bindings, length modes
• debf68a feat(ai): streaming/reasoning UI, sidebar history, copy/regenerate
• d48eb2e feat(chat): thought/process UI + tool callbacks + animations
• 875d2bb feat(ai): chat dataset schema + orchestration interfaces
• 2baf14c feat(ai): skill routing, bundled skills, dataset logging
• 1ff52db feat(ai): GPU cache invalidation + streaming pacing settings
• c5e7fbf feat(ai): orchestration routing, hardware tiering, chat pipeline UX, manager model

Official Site: https://www.mnemo.one/

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Install

1. Download mnemo-alpha-preview-0.5.0-win-x64.zip
2. Extract the archive
3. Open Mnemo.exe

If you get an error on launch after AI setup or during AI inference, install the official Microsoft Visual C++ Redistributable:
https://aka.ms/vs/17/release/vc_redist.x64.exe

You can also use the VC_redist.x64.exe included below.

Warning: The link above is a direct download and will start automatically. Only click it if you intend to download the file.

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Warning: We are still working on optimizing the AI and adding safeguards. The AI is currently unstable and may not work on low-end systems. It can also delete or alter your content. Use at your own risk.