Roadmap
What we've built, what we're working on, and where we're headed. Your feedback shapes our priorities.
Completed
AI Classification
DoneLocal multi-model AI pipeline — text understanding, vision, OCR, and entity extraction. All models run on your device.
Self-Hosted AI Engine
DoneDual-runtime architecture — node-llama-cpp for text, ONNX Runtime for vision/OCR/NER. Three presets, swappable HuggingFace models.
Privacy-First Design
Done100% local AI. Your files never leave your device. No cloud APIs, no telemetry.
Smart File Renaming
DoneAI-powered rename suggestions based on document content — dates, names, organizations, and topics.
Watch Folders
DoneAutomatic sorting when new files appear. Set it once, files get organized while you work.
Custom Taxonomies
DoneCreate your own folder structures. Import, export, and share taxonomy templates.
Multilingual Support
DoneAI classification works across 16+ languages including English, Bulgarian, German, Spanish, French, and more — powered by local open-source models.
Keyboard Shortcuts
DoneNavigate and sort with keyboard shortcuts for a faster workflow.
Duplicate Detection
DoneDetect and handle duplicate files before sorting.
Licensing & Trials
Done7-day free trial, offline license validation, device management.
Scheduled Sorts
DoneAutomatic sorting on a schedule — daily, weekly, or monthly. Runs in the background.
Code Signing
DoneApple Developer notarization and Windows code signing for smooth installation without warnings.
AI-Powered Search
DoneSearch across all your files using natural language. AI understands your query, filters by file type, and returns precise results.
MCP Server Architecture
DoneTalyx exposes an MCP server so external AI assistants (Claude Desktop, Cursor) can trigger file operations via JSON-RPC.
Quick Search
DoneSystem-wide AI file search overlay triggered by Cmd+Shift+Space. Natural language queries, AI-powered summaries, category filters, and quick actions — all without leaving your current app.
Language-Aware Renaming
DoneAI detects content language and suggests filenames in the same language. Bulgarian documents get Cyrillic names, English reports get English names.
Windows Compatibility
DoneFixed path traversal, electron utils, and scrollbar issues for full Windows support. Cross-platform parity with macOS.
In Progress
Setup Wizard
In ProgressFirst-launch wizard — detect hardware, pick AI preset, download models from HuggingFace.
Planned
HuggingFace Model Browser
PlannedBrowse and swap any compatible model from HuggingFace directly in Settings.
Cloud Sync
PlannedSync taxonomy templates and sort presets across devices. Only metadata syncs — file content is never included.
Browser Extension
Planned"Sort with Talyx" directly from your browser downloads. Sends the file path to the desktop app — no file content leaves the browser.
Mobile Companion
PlannedView your sorted files and trigger sorts from your phone via local network. No cloud relay.
More MCP Integrations
PlannedSupport for additional MCP-compatible AI clients as the ecosystem grows. Deeper integration with AI workflows.
Have a feature request? Let us know — your feedback directly influences what we build next.