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Roadmap

What we've built, what we're working on, and where we're headed. Your feedback shapes our priorities.

Completed

AI Classification

Done

Local multi-model AI pipeline — text understanding, vision, OCR, and entity extraction. All models run on your device.

Self-Hosted AI Engine

Done

Dual-runtime architecture — node-llama-cpp for text, ONNX Runtime for vision/OCR/NER. Three presets, swappable HuggingFace models.

Privacy-First Design

Done

100% local AI. Your files never leave your device. No cloud APIs, no telemetry.

Smart File Renaming

Done

AI-powered rename suggestions based on document content — dates, names, organizations, and topics.

Watch Folders

Done

Automatic sorting when new files appear. Set it once, files get organized while you work.

Custom Taxonomies

Done

Create your own folder structures. Import, export, and share taxonomy templates.

Multilingual Support

Done

AI classification works across 16+ languages including English, Bulgarian, German, Spanish, French, and more — powered by local open-source models.

Keyboard Shortcuts

Done

Navigate and sort with keyboard shortcuts for a faster workflow.

Duplicate Detection

Done

Detect and handle duplicate files before sorting.

Licensing & Trials

Done

7-day free trial, offline license validation, device management.

Scheduled Sorts

Done

Automatic sorting on a schedule — daily, weekly, or monthly. Runs in the background.

Code Signing

Done

Apple Developer notarization and Windows code signing for smooth installation without warnings.

AI-Powered Search

Done

Search across all your files using natural language. AI understands your query, filters by file type, and returns precise results.

MCP Server Architecture

Done

Talyx exposes an MCP server so external AI assistants (Claude Desktop, Cursor) can trigger file operations via JSON-RPC.

Quick Search

Done

System-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

Done

AI detects content language and suggests filenames in the same language. Bulgarian documents get Cyrillic names, English reports get English names.

Windows Compatibility

Done

Fixed path traversal, electron utils, and scrollbar issues for full Windows support. Cross-platform parity with macOS.

In Progress

Setup Wizard

In Progress

First-launch wizard — detect hardware, pick AI preset, download models from HuggingFace.

Planned

HuggingFace Model Browser

Planned

Browse and swap any compatible model from HuggingFace directly in Settings.

Cloud Sync

Planned

Sync 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

Planned

View your sorted files and trigger sorts from your phone via local network. No cloud relay.

More MCP Integrations

Planned

Support 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.