xorbitsai / xagent

--- What is Xagent? **Describe tasks. Not workflows.** **No more flowcharts.** **No more rigid automation.** **Just tell Xagent what you want.** 👏 Join Telegram | Discord ❤️ Like Xagent? Give it a star 🌟 to support the development! --- Xagent vs OpenClaw | Capability | Xagent | OpenClaw | | ------------------ | ------------------------------------------------------------- | ----------------------------------------------------------------------------------------- | | Core design | **Enterprise agent platform** | Autonomous personal agent | | Security | **VM‑level sandbox** for safe agent execution | Only a Docker container sandbox — and real usage often requires elevated host permissions | | Agent architecture | **LLM‑driven planning + efficient multi‑agent orchestration** | Mostly linear task execution | | Model capability | **API-compatible* + model-native intelligence** | API or local models used as simple plug-ins (no deep integration) | | Knowledge systems | **Enterprise RAG / knowledge platforms** | Local memory / lightweight RAG | | Deployment | **Flexible deployment** — local, private (on‑prem), or cloud | Mostly local runtime | | Multi-tenancy | **Tenant‑aware architecture** | Primarily single‑user | \* Xagent supports both API-based models and open-source models, powered by deep integration with Xinference for model-level optimization. --- 🎬 See Xagent Think Give it a goal. Watch it plan, select tools, execute, and deliver. --- ⚡ The Problem **Workflow builders are rigid. They break when requirements change.** • You map every decision branch manually • You orchestrate tools by hand • You maintain fragile flow diagrams • You re-engineer when logic changes --- 🎯 The Xagent Way **With Xagent, you describe the outcome — not the steps.** • Plans the task dynamically • Decomposes into executable steps • Selects the right tools automatically • Executes, evaluates, and iterates --- 🚀 What You Can Build With Xagent, you don’t design workflows. You describe the task. That’s it. **Just define what you want done — and Xagent plans, decomposes, selects tools, and executes.** Build Anything You Can Describe: | Domain | Examples | |--------|----------| | **Content Creation** | Automated PPT generation, marketing posters, creative design assets | | **Research & Analysis** | Deep analysis reports, research summaries, data synthesis | | **Enterprise Automation** | AI copilots for internal teams, knowledge assistants, task automation | | **Business Intelligence** | Data reporting automation, SaaS features, multi-step reasoning systems | | **Knowledge Work** | Document processing, information extraction, structured outputs | **If you can clearly describe the goal, Xagent can turn it into an executable system.** All powered by one unified runtime. --- 🚀 Quick Start **Get started in 3 minutes** 1️⃣ Clone and configure 2️⃣ Start with Docker To enable sandbox (requires Linux or WSL2 with KVM support): 3️⃣ Open in browser On first startup, Xagent redirects to . Create the first administrator account there to complete initialization. If the admin password is forgotten, reset it via CLI: That's it. Xagent is now running. --- ✨ Core Features 🧠 Dynamic Planning Engine Unlike traditional workflow tools, Xagent plans tasks dynamically at runtime. • Automatic task decomposition • Plan → Execute → Reflect loops • Conditional branching • Multi-step reasoning **No static flows. No brittle chains.** --- 🔌 Tool & Model Orchestration Xagent connects to your entire stack: • OpenAI, Anthropic and other LLM providers • Self-hosted models via Xinference • External APIs • Knowledge bases (RAG) • Internal enterprise systems It selects and orchestrates tools automatically during execution. --- ⚡ Instant Execution Mode For simple use cases, run tool-enabled LLM calls instantly. • No configuration overhead • Chat-style assistants • Embedded AI features **Start simple. Scale when needed.** --- 📊 Observability & Control Built for real production use: • Task lifecycle tracking • Token usage monitoring • Execution state management • Multi-user support **Operate agents like real systems — not demos.** --- 🎬 Xagent in Action Watch Xagent plan, execute, and deliver results in real-time. --- Stay Ahead Xagent is actively developed and rapidly evolving. **Follow our progress:** • ⭐ Star us on GitHub to stay updated • 🐛 Report issues and request features • 💬 Join our community discussions --- 🏢 Deployment Options Xagent supports: • Self-hosted deployment • Private cloud environments • On-premise enterprise infrastructure • Docker-based setup **You control your models, data, and infrastructure.** --- 🏗 Architecture Overview Xagent separates core responsibilities: | Layer | Responsibility | |-------|----------------| | **Agent Definition** | Intent & constraints | | **Planning Engine** | Dynamic decomposition | | **Execution Runtime** | Orchestration layer | | **Tool Layer** | Integrations & actions | | **Model Layer** | LLM & inference backend | **This architecture enables:** • Stability under complex reasoning • Safe iteration • Horizontal scalability • Long-term maintainability --- 🔍 Not a Workflow Builder **Xagent is not:** • A drag-and-drop flow editor • A static template engine • A chatbot wrapper **Xagent is:** • A dynamic task execution engine • An autonomous planning system • A foundation for building real AI agents --- 🤝 Contributing We welcome developers, product builders, and researchers. Open issues. Submit PRs. Help shape the future of AI agents. --- 💬 Community & Contact **Documentation** - Full documentation and guides **GitHub Issues** - Report bugs or propose features **Discord** - Share your tasks or agents and connect with the community **Telegram** - Join our Telegram group for discussions **X (Twitter)** - Follow for updates and share your work --- 📄 License This project is licensed under the Xagent Source Lice…