内容摘录
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🌟 **Experience Sage's Power**
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License: MIT
Python 3.11+
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🧠 **Sage Multi-Agent Framework**
🎯 **Making Complex Tasks Simple**
🌟 **A production-ready, modular, and intelligent multi-agent orchestration framework for complex problem solving.**
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📸 **Product Screenshots**
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<br/><strong>Visual Workbench</strong>
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<br/><strong>Real-time Collaboration</strong>
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<br/><strong>Multi-format Support</strong>
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📖 **Detailed Documentation**: https://wiki.sage.zavixai.com/
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✨ **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 (sagents.utils.sandbox) 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.
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🚀 **Quick Start**
Installation
Running Sage
**Desktop Application (Recommended)**:
Download the latest release for your platform:
**macOS**: .dmg (Intel & Apple Silicon)
**Windows**: .exe (NSIS Installer)
**Linux**: Build from source
**Command Line Interface (CLI)**:
**Web Application (FastAPI + Vue3)**:
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🏗️ **System Architecture**
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📅 **What's New in v1.0.0**
🤖 **SAgents Kernel Updates**
**Session Management Refactor**: Global SessionManager 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 sys_spawn_agent
Parallel task delegation with sys_delegate_task
Hour-level long-running task support
4-level hierarchy depth control
Recursive orchestration capabilities
**Lock Management**: Global LockManager 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**
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📚 **Documentation**
📖 **Full Documentation**: https://wiki.sage.zavixai.com/
📝 **Release Notes**: release_notes/
🏗️ **Architecture**: See sagents/ directory for core framework
🔧 **Configuration**: Environment variables and config files in app/desktop/
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🛠️ **Development**
Project Structure
Contributing
We welcome contributions! Please see our GitHub Issues for tasks and discussions.
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Built with ❤️ by the Sage Team
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