Zileo Chat
Zileo Chat
Application desktop multi-agent avec interface conversationnelle intelligente.
Developed by Assistance Micro Design
Built with Claude Code by Anthropic
Beta Warning
This software is currently in beta (v0.19.0).
Before using Zileo Chat, please be aware of the following risks:
| Risk | Description |
|---|---|
| Data Loss | Database schema may change between versions, potentially requiring data migration or reset |
| API Costs | LLM API calls incur costs based on token usage - monitor your provider usage |
| Instability | Features may be incomplete, contain bugs, or change without notice |
| Security | While security measures are implemented, the software has not undergone formal security audit |
| Breaking Changes | Updates may introduce breaking changes to configurations or workflows |
Recommendation: Back up your data regularly and avoid using for critical production tasks until v1.0 release.
Description
Zileo Chat is a desktop application for orchestrating AI agents through a conversational interface. It supports multi-agent workflows with tool execution, memory persistence, and human-in-the-loop validation.
Key Features
- Multi-Agent System - Create and orchestrate multiple AI agents with specialized tools and sub-agent delegation
- Real-time Streaming - Token-by-token response display with usage metrics and prompt caching
- Tool Execution - Memory, Todo, Calculator, FileManager, Skills, and sub-agent tools
- Human-in-the-Loop - Approve critical operations before execution with risk-based validation
- Custom Providers - Add any OpenAI-compatible LLM endpoint alongside built-in Mistral and Ollama
- Reasoning Effort - Granular thinking control (low/medium/high) for supported models
- Background Workflows - Run multiple workflows concurrently with progress tracking
- MCP Protocol - Extend agents with Model Context Protocol servers
- Bilingual UI - English and French interface
Supported LLM Providers
Zileo Chat supports built-in and custom LLM providers:
| Provider | Type | Link |
|---|---|---|
| Mistral AI | Cloud API (built-in) | https://mistral.ai |
| Ollama | Local / Cloud (built-in) | https://ollama.com |
| Custom Providers | OpenAI-compatible API | Any OpenAI-compatible endpoint |
Mistral AI (Cloud)
- Requires API key from console.mistral.ai
- Supports all Mistral models (Mistral Large, Codestral, Magistral, etc.)
- Pay-per-use pricing based on token consumption
Ollama (Local / Cloud)
- Free and runs locally on your machine or via cloud endpoints
- Requires Ollama installed and running
- Supports open-source models (Llama, Mistral, Qwen, Kimi, etc.)
Custom Providers (OpenAI-compatible)
- Add any OpenAI-compatible API endpoint (OpenRouter, Together AI, vLLM, LM Studio, etc.)
- Full streaming, tool calling, and reasoning support
- Configure via Settings > Providers
Prerequisites
Required for First Launch
| Dependency | Purpose | Installation |
|---|---|---|
| Docker Desktop | MCP servers execution | docker.com/products/docker-desktop |
| At least one LLM provider | AI model access | See Supported LLM Providers |
Mistral API vs Le Chat Pro: The Le Chat subscription ($14.99/month) is for the web chat interface only. Zileo Chat requires a separate API key from La Plateforme with pay-per-token billing.
MCP Servers Configuration
Use Docker MCP Toolkit for MCP server management:
- Enable MCP Toolkit: Docker Desktop > Settings > Beta features > Enable Docker MCP Toolkit
- Open MCP Toolkit tab in Docker Desktop
- Browse the MCP Catalog (200+ servers available)
- Select and install desired MCP servers
- In server Overview > "Use this MCP Server" > copy the Docker configuration
Recommended: Always prefer Docker configurations over NPX/UVX for better isolation and zero dependency management.
Optional: Ollama (Local + Cloud Models)
| Step | Command |
|---|---|
| Install Ollama | ollama.com/download |
| Run cloud model | ollama run kimi-k2-thinking:cloud |
| List available models | ollama list |
Ollama Cloud: For large models like Kimi K2 (1T params), use
ollama run <model>:cloud. No local GPU required.
Build Requirements
- Node.js 20.19+ or 22.12+
- Rust 1.80.1+
node --version # >= 20.19
rustc --version # >= 1.80.1
Installation
# Clone repository
git clone https://github.com/assistance-micro-design/zileo-chat.git
cd zileo-chat
# Install dependencies
npm install
# Development
npm run tauri:dev
# Production build
npm run tauri:build
Tech Stack
| Layer | Technology |
|---|---|
| Frontend | SvelteKit 2.53 + Svelte 5.53 |
| Backend | Rust + Tauri 2.10 |
| Database | SurrealDB 2.6 (embedded) |
| LLM | Rig.rs 0.32 + direct HTTP |
Documentation
Full documentation is available in the docs/ directory:
Contributing
- Fork the repository
- Create a feature branch (
git checkout -b feature/your-feature) - Commit changes (
git commit -m 'Add feature') - Push to branch (
git push origin feature/your-feature) - Open a Pull Request
Security
To report a vulnerability, please open a private issue on GitHub Security.
License
This project is licensed under the Apache License 2.0. See LICENSE for details.
Third-party licenses are documented in THIRD_PARTY_LICENSES.md.
Copyright 2025-2026 Assistance Micro Design
Licensed under the Apache License, Version 2.0
Acknowledgments
- Built with Claude Code by Anthropic
- Powered by Tauri, SvelteKit, SurrealDB
- LLM integration via Rig.rs + direct HTTP
