https://github.com/wecode-ai/wegent

An open-source AI-native operating system to define, organize, and run intelligent agent teams
https://github.com/wecode-ai/wegent

agent ai chatbot chatgpt claude-code gemini llm notebooklm

Last synced: 8 days ago
JSON representation

An open-source AI-native operating system to define, organize, and run intelligent agent teams

Host: GitHub
URL: https://github.com/wecode-ai/wegent
Owner: wecode-ai
License: apache-2.0
Created: 2026-01-10T15:42:57.000Z (about 1 month ago)
Default Branch: main
Last Pushed: 2026-01-31T17:50:37.000Z (12 days ago)
Last Synced: 2026-01-31T20:41:38.489Z (12 days ago)
Topics: agent, ai, chatbot, chatgpt, claude-code, gemini, llm, notebooklm
Language: Python
Homepage:
Size: 29.3 MB
Stars: 289
Watchers: 2
Forks: 33
Open Issues: 59
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Agents: AGENTS.md

Awesome Lists containing this project

awesome-ChatGPT-repositories - Wegent - An open-source AI-native operating system to define, organize, and run intelligent agent teams (The latest additions 🎉)

README

# Wegent

> 🚀 An open-source AI-native operating system to define, organize, and run intelligent agent teams

English | [简体中文](README_zh.md)

[![Python](https://img.shields.io/badge/python-3.10+-blue.svg)](https://python.org)
[![FastAPI](https://img.shields.io/badge/FastAPI-0.68+-green.svg)](https://fastapi.tiangolo.com)
[![Next.js](https://img.shields.io/badge/Next.js-15+-black.svg)](https://nextjs.org)
[![Docker](https://img.shields.io/badge/docker-ready-blue.svg)](https://docker.com)
[![Claude](https://img.shields.io/badge/Claude-Code-orange.svg)](https://claude.ai)
[![Gemini](https://img.shields.io/badge/Gemini-supported-4285F4.svg)](https://ai.google.dev)
[![Version](https://img.shields.io/badge/version-1.0.20-brightgreen.svg)](https://github.com/wecode-ai/wegent/releases)

Chat Mode Demo

Knowledge Demo

Code Mode Demo

[Quick Start](#-quick-start) · [Documentation](docs/en/README.md) · [Development Guide](docs/en/guides/developer/setup.md)

---

## ✨ Core Features

### 💬 Chat Mode

A fully open-source chat agent with powerful capabilities:

- **Multi-Model Support**: Compatible with Claude, OpenAI, Gemini, DeepSeek, GLM and other mainstream models
- **Conversation History**: Create new conversations, multi-turn dialogues, save and share chat history
- **Group Chat**: AI group chat where AI responds based on conversation context with @mentions
- **Attachment Parsing**: Send txt, pdf, ppt, doc, images and other file formats in single/group chats
- **Follow-up Mode**: AI asks clarifying questions to help refine your requirements
- **Error Correction Mode**: Multiple AI models automatically detect and correct response errors
- **Long-term Memory**: Supports mem0 integration for conversation memory persistence
- **Sandbox Execution**: Execute commands or modify files via sandbox, E2B protocol compatible
- **Extensions**: Customize prompts, MCP tools and Skills (includes chart drawing skill)

### 💻 Code Mode

A cloud-based Claude Code execution engine:

- **Multi-Model Configuration**: Configure various Claude-compatible models
- **Concurrent Execution**: Run multiple coding tasks simultaneously in the cloud
- **Requirement Clarification**: AI analyzes code and asks questions to generate specification documents
- **Git Integration**: Integrate with GitHub/GitLab/Gitea/Gerrit to clone, modify and create PRs
- **MCP/Skill Support**: Configure MCP tools and Skills for agents
- **Multi-turn Conversations**: Continue conversations with follow-up questions

### 📡 Feed Mode

A cloud-based AI task trigger system:

- **Full Capability Access**: Tasks can use all Chat and Code mode capabilities
- **Scheduled/Event Triggers**: Set up cron schedules or event-based AI task execution
- **Information Feed**: Display AI-generated content as an information stream
- **Event Filtering**: Filter conditions like "only notify me if it will rain tomorrow"

### 📚 Knowledge Mode

A cloud-based AI document repository:

- **Document Management**: Upload and manage txt/doc/ppt/xls and other document formats
- **Web Import**: Import web pages and DingTalk multi-dimensional tables
- **NotebookLM Mode**: Select documents directly in notebooks for Q&A
- **Online Editing**: Edit text files directly in notebook mode
- **Chat Integration**: Reference knowledge bases in single/group chats for AI responses

### 🔧 Customization

All features above are fully customizable:

- **Custom Agents**: Create custom agents in the web UI, configure prompts, MCP, Skills and multi-agent collaboration
- **Agent Creation Wizard**: 4-step creation: Describe requirements → AI asks questions → Real-time fine-tuning → One-click create
- **Organization Management**: Create and join groups, share agents, models, Skills within groups

---

## 🔧 Extensibility
- **Agent Creation Wizard**: 4-step creation: Describe requirements → AI asks questions → Real-time fine-tuning → One-click create
- **Collaboration Modes**: 4 out-of-the-box multi-Agent collaboration modes (Sequential/Parallel/Router/Loop)
- **Skill Support**: Dynamically load skill packages to improve Token efficiency
- **MCP Tools**: Model Context Protocol for calling external tools and services
- **Execution Engines**: ClaudeCode / Agno sandboxed isolation, Dify API proxy, Chat direct mode
- **YAML Config**: Kubernetes-style CRD for defining Ghost / Bot / Team / Skill
- **API**: OpenAI-compatible interface for easy integration with other systems

---

## 🚀 Quick Start

```bash
curl -fsSL https://raw.githubusercontent.com/wecode-ai/Wegent/main/install.sh | bash
```

Then open http://localhost:3000 in your browser.

> Optional: Enable RAG features with `docker compose --profile rag up -d`

---

## 📦 Built-in Agents

| Team | Purpose |
|------|---------|
| chat-team | General AI assistant + Mermaid diagrams |
| translator | Multi-language translation |
| dev-team | Git workflow: branch → code → commit → PR |
| wiki-team | Codebase Wiki documentation generation |

---

## 🏗️ Architecture

```
Frontend (Next.js) → Backend (FastAPI) → Executor Manager → Executors (ClaudeCode/Agno/Dify/Chat)
```

**Core Concepts:**
- **Ghost** (prompt) + **Shell** (environment) + **Model** = **Bot**
- Multiple **Bots** + **Collaboration Mode** = **Team**

> See [Core Concepts](docs/en/concepts/core-concepts.md) | [YAML Spec](docs/en/reference/yaml-specification.md)

---

## 🤝 Contributing

We welcome contributions! Please see our [Contributing Guide](CONTRIBUTING.md) for details.

## 📞 Support

- 🐛 Issues: [GitHub Issues](https://github.com/wecode-ai/wegent/issues)
- 💬 Discord: [Join our community](https://discord.gg/MVzJzyqEUp)

## 👥 Contributors

Thanks to the following developers for their contributions and efforts to make this project better. 💪