Advanced Features

• ✅ Memory System — persistent storage of user preferences in ~/.localdesk/memory.md
• ✅ Token Tracking — display input/output tokens and API duration
• ✅ Optimized Streaming — requestAnimationFrame-based UI updates (60fps)
• ✅ Stop Streaming — interrupt LLM responses at any time
• ✅ Loop Detection — automatic detection of stuck tool call loops (5+ sequential same-tool calls)
• ✅ Request Timeouts — 5-minute timeout with auto-retry for LLM requests
• ✅ Session Logging — full request/response JSON logs per iteration in ~/.localdesk/logs/sessions/

🤔 Why LocalDesk?

Open Architecture & Full Control

LocalDesk isn't just another AI assistant — it's a framework you own. Built with TypeScript and Electron, every component is transparent and modifiable:

• Readable codebase — well-structured, documented code you can understand
• Easy customization — add new tools, modify prompts, change UI without black boxes
• Your rules — adjust behavior, safety limits, and workflows to match your needs
• No vendor lock-in — works with any OpenAI-compatible API (vLLM, Ollama, LM Studio)

100% Local & Private

Everything runs on your machine:

• Local inference — use Ollama, vLLM, or LM Studio for complete privacy
• No data collection — your conversations never leave your computer
• Offline capable — works without internet (except web search tools)
• Sandboxed execution — secure JavaScript sandbox and file operation restrictions

Experiment & Iterate

Perfect for developers, researchers, and AI enthusiasts:

• Test local models — compare Qwen, Llama, DeepSeek, and others
• Debug API calls — full request/response logs for every interaction
• Prototype tools — add custom functions in minutes
• Monitor performance — track tokens, timing, and resource usage

Real Use Cases

# Run Ollama locally (free, 100% private)
ollama serve
# Configure LocalDesk: http://localhost:11434/v1

# Or use vLLM for faster inference
vllm serve Qwen/Qwen2.5-14B-Instruct --port 8000
# Configure LocalDesk: http://localhost:8000/v1

TL;DR: LocalDesk gives you the power of ChatGPT/Claude with the freedom of open source and privacy of local execution.

🚀 Quick Start

Prerequisites

• Rust 1.74+ (install)
• Node.js 20+
• Python 3 (for execute_python tool)

Development (macOS/Linux)

# Clone and enter
git clone https://github.com/vakovalskii/LocalDesk.git
cd LocalDesk

# Install dependencies
npm install

# Run in development mode
make dev

Tests

npm run test

Build Standalone App

# Build DMG (macOS)
make bundle

# Output: LocalDesk-0.0.8.dmg

Manual Build Steps

# 1. Build sidecar binary
npm run build:sidecar

# 2. Build Tauri app
cd src-tauri && cargo build --release

# 3. Create DMG
hdiutil create -volname "LocalDesk" \
  -srcfolder src-tauri/target/release/bundle/macos/LocalDesk.app \
  -ov -format UDZO LocalDesk-0.0.8.dmg

Windows (coming soon)

Windows build requires cross-compilation setup. Check .github/workflows/ for CI builds.

Configuration

1. Click Settings (⚙️) in the app
2. Configure your API:
   • API Key — your key (or dummy-key for local models)
   • Base URL — API endpoint (must include /v1)
   • Model Name — model identifier
   • Temperature — 0.0-2.0 (default: 0.3)
3. Click Save Settings

Example Configurations

Local vLLM:

{
  "apiKey": "dummy-key",
  "baseUrl": "http://localhost:8000/v1",
  "model": "qwen3-30b-a3b-instruct-2507"
}

OpenAI:

{
  "apiKey": "sk-...",
  "baseUrl": "https://api.openai.com/v1",
  "model": "gpt-4"
}

🎯 Skills Marketplace

Browse and install verified skills for LocalDesk: Skills Marketplace

🛠️ Available Tools

All tools follow snake_case naming convention (verb_noun pattern):

File Operations

| Tool | Description | |------|-------------| | run_command | Execute shell commands (PowerShell/bash) | | read_file | Read text file contents | | write_file | Create new files | | edit_file | Modify files (search & replace) | | search_files | Find files by glob pattern (*.pdf, src/**/*.ts) | | search_text | Search text content in files (grep) | | read_document | Extract text from PDF/DOCX (max 10MB) |

Code Execution

| Tool | Description | |------|-------------| | execute_js | Run JavaScript in secure Node.js vm sandbox | | execute_python | Run Python code (system Python with pip packages) |

Web Tools

| Tool | Description | |------|-------------| | search_web | Search the internet (Tavily/Z.AI) | | extract_page | Extract full page content (Tavily only) | | read_page | Read web page content (Z.AI Reader) | | render_page | Render JS-heavy pages via Chromium (Telegram, SPAs) |

Task Management

| Tool | Description | |------|-------------| | manage_todos | Create/update task plans with visual progress tracking |

Scheduler

| Tool | Description | |------|-------------| | schedule_task | Create, list, update, delete scheduled tasks |

Features:

• One-time reminders — "remind me in 30 minutes"
• Recurring tasks — every minute, hour, day, week, month
• Auto-execution — tasks with prompts automatically start new chat sessions
• Native notifications — macOS system notifications
• Default model — set preferred model for scheduled tasks

Memory

| Tool | Description | |------|-------------| | manage_memory | Store/read persistent user preferences |

Security: All file operations are sandboxed to the workspace folder only.

📦 Building

Windows

# Build executable and installer
npm run dist:win

# Output: dist/LocalDesk Setup 0.0.8.exe

macOS

# Build DMG (ARM64)
npm run dist:mac-arm64

# Build DMG (Intel x64)
npm run dist:mac-x64

Linux

# Build AppImage
npm run dist:linux

🔐 Data Storage

Application Data

• Windows: C:\Users\YourName\AppData\Roaming\localdesk\
• macOS: ~/Library/Application Support/localdesk/
• Linux: ~/.config/localdesk/

Files:

• sessions.db — SQLite database with chat history, todos, scheduled tasks, and settings
• api-settings.json — API configuration
• skills-settings.json — Skills marketplace configuration

Global Data

• ~/.localdesk/memory.md — persistent memory storage
• ~/.localdesk/logs/sessions/{session-id}/ — per-session API logs:
  • turn-001-request.json — full request (model, messages, tools, temperature)
  • turn-001-response.json — full response (usage, content, tool_calls)

🛠️ Contributing

See CURSOR.md for development guidelines and project architecture.

⭐ Star History

📄 License

LocalDesk Community License — free for individuals and companies with revenue under $1M/year. Commercial license required for larger organizations.

See LICENSE for full terms.

Made with ❤️ by Valerii Kovalskii