ZHangZHengEric / Sage

🌟 **Experience Sage's Power** 🧠 **Sage Multi-Agent Framework** 🎯 **Making Complex Tasks Simple** > 🌟 **A production-ready, modular, and intelligent multi-agent orchestration framework for complex problem solving.** --- 📸 **Product Screenshots** Visual Workbench Real-time Collaboration Multi-format Support > 📖 **Detailed Documentation**: https://wiki.sage.zavixai.com/ --- ✨ **Key Features** • 🧠 **Multi-Agent Orchestration**: Support for **TaskExecutor** (Sequential), **FibreAgent** (Parallel), and **AgentFlow** (Declarative) orchestration modes. • 🎯 **Maximized Model Capability**: Stable execution of complex tasks even on smaller models like **Qwen3.5 35B-A3B**, with framework-level optimizations unlocking model potential. • 🧩 **Built-in High-Stability Skills**: Pre-installed production-ready Skills that work out of the box, ensuring reliable execution for critical tasks. • 🛡️ **Secure Sandbox**: Isolated execution environment ( ) for safe agent code execution. • 👁️ **Full Observability**: Integrated **OpenTelemetry** tracing to visualize agent thought processes and execution paths. • 🧩 **Modular Components**: Plug-and-play architecture for **Skills**, **Tools**, and **MCP Servers**. • 📊 **Context Management**: Advanced **Context Budget** controls for precise token optimization. • 💻 **Cross-Platform Desktop**: Native desktop apps for **macOS** (Intel/Apple Silicon), **Windows**, and **Linux**. • 🛠️ **Visual Workbench**: Unified workspace for file preview, tool results, and code execution with 15+ format support. • 🔌 **MCP Protocol**: Model Context Protocol support for standardized tool integration. --- 🚀 **Quick Start** Installation Running Sage **Desktop Application (Recommended)**: Download the latest release for your platform: • **macOS**: (Intel & Apple Silicon) • **Windows**: (NSIS Installer) • **Linux**: Build from source **Command Line Interface (CLI)**: **Web Application (FastAPI + Vue3)**: --- 🏗️ **System Architecture** --- 📅 **What's New in v1.0.0** 🤖 **SAgents Kernel Updates** • **Session Management Refactor**: Global with parent-child session tracking • **AgentFlow Engine**: Declarative workflow orchestration with Router → DeepThink → Mode Switch → Suggest flow • **Fibre Mode Optimization**: • Dynamic sub-agent spawning with • Parallel task delegation with • Hour-level long-running task support • 4-level hierarchy depth control • Recursive orchestration capabilities • **Lock Management**: Global for session-level isolation • **Observability**: OpenTelemetry integration with performance monitoring 💻 **App Layer Updates** • **Visual Workbench**: • 20+ rendering components • 15+ file format support (PDF, DOCX, PPTX, XLSX, etc.) • List/Single view dual mode • Timeline navigation • Session-isolated state management • **Cross-Platform Desktop**: • macOS (Intel/Apple Silicon) - DMG • Windows - NSIS Installer • Linux - DEB support • **Real-time Collaboration**: • Message stream optimization • File reference extraction • Code block highlighting • Disconnect detection & resume • **MCP Support**: Model Context Protocol for external tool integration 🔧 **Infrastructure** • **Tauri 2.0**: Upgraded to stable version with new permission system • **Build Optimization**: Rust caching, parallel builds, auto-signing • **State Management**: Pinia store with session isolation **View Full Release Notes** --- 📚 **Documentation** • 📖 **Full Documentation**: https://wiki.sage.zavixai.com/ • 📝 **Release Notes**: release_notes/ • 🏗️ **Architecture**: See directory for core framework • 🔧 **Configuration**: Environment variables and config files in --- 🛠️ **Development** Project Structure Contributing We welcome contributions! Please see our GitHub Issues for tasks and discussions. --- 💖 **Sponsors** We are grateful to our sponsors for their support in making Sage better: --- Built with ❤️ by the Sage Team