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README.md
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**CowAgent** is an open-source super AI assistant that proactively plans tasks, operates your computer and external services, creates and runs Skills, and grows alongside you with a personal knowledge base and long-term memory — a reference implementation of Agent Harness engineering.
CowAgent is lightweight, easy to deploy, and built to extend. Switch freely between leading models such as Claude, GPT, Gemini, DeepSeek, Qwen, GLM, Kimi, MiniMax, and Doubao, and connect to WeChat, Feishu (Lark), DingTalk, WeCom, QQ, the Web, or your terminal — running 24/7 on a personal computer or server.
CowAgent is lightweight, easy to deploy, and built to extend. Plug in any major LLM provider, run it across Web and major IM platforms, 24/7 on a personal computer or server.
<p align="center">
<a href="https://cowagent.ai/">🌐 Website</a> &nbsp;·&nbsp;
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## 🏗️ Architecture
<img src="https://cdn.jsdelivr.net/gh/zhayujie/cowagent-assets@main/architecture/en/architecture.jpg" alt="CowAgent Architecture" width="700"/>
<img src="https://cdn.jsdelivr.net/gh/zhayujie/cowagent-assets@main/architecture/en/architecture.jpg" alt="CowAgent Architecture" width="750"/>
CowAgent is a complete **Agent Harness**: messages flow in through **Channels**; the **Agent Core** plans and decides using memory, knowledge, and the available tools/skills; **Models** generate the response; results are sent back through the originating channel. Every layer is decoupled and independently extensible.
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- **🧠 Aggregated models & skill marketplace** — unified access to mainstream LLMs and an official skill marketplace, extending CowAgent's reach
- **🏢 Team & enterprise features** — workspaces, role-based access, audit logs, and private deployment for production use cases
For enterprise inquiries: **sales@simple-future.tech** or [scan the QR code](https://cdn.link-ai.tech/consultant.jpg) to reach our team on WeChat.
For enterprise inquiries: sales@simple-future.tech or [scan the QR code](https://cdn.link-ai.tech/consultant.jpg) to reach our team on WeChat.
<br/>

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**CowAgent** は、自律的にタスクを計画し、コンピュータや外部リソースを操作し、Skill を作成・実行し、パーソナルナレッジベースと長期記憶でユーザーとともに成長するオープンソースのスーパー AI アシスタントです。エンドツーエンドの Agent Harness のリファレンス実装の一つでもあります。
CowAgent は軽量でデプロイしやすく、拡張性に優れています。Claude、GPT、Gemini、DeepSeek、GLM、Qwen、Kimi、MiniMax などの主要モデルを自由に切り替え、WeChat、Feishu（Lark）、DingTalk、WeCom、QQ、Web、ターミナルに接続して、個人 PC やサーバー上で 24 時間 365 日稼働できます。
CowAgent は軽量でデプロイしやすく、拡張性に優れています。主要な LLM プロバイダーをそのまま組み込み、Web や主要な IM プラットフォーム上で動作。個人 PC やサーバー上で 24 時間 365 日稼働できます。
<p align="center">
<a href="https://cowagent.ai/">🌐 ウェブサイト</a> &nbsp;·&nbsp;
@@ -39,7 +39,7 @@ CowAgent は軽量でデプロイしやすく、拡張性に優れています
## 🏗️ アーキテクチャ
<img src="https://cdn.jsdelivr.net/gh/zhayujie/cowagent-assets@main/architecture/en/architecture.jpg" alt="CowAgent Architecture" width="700"/>
<img src="https://cdn.jsdelivr.net/gh/zhayujie/cowagent-assets@main/architecture/en/architecture.jpg" alt="CowAgent Architecture" width="750"/>
CowAgent は完全な **Agent Harness** です：メッセージは各種**チャネル**から流入し、**Agent Core** が記憶・知識・利用可能なツール／Skill を組み合わせてタスクを計画・判断、**モデル**が応答を生成し、結果は元のチャネルに返されます。各レイヤーは疎結合で、独立して拡張可能です。

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**CowAgent** 是一个开源的超级 AI 助理，能够主动思考和规划任务、操作计算机和外部资源、创造和执行 Skills、构建知识库与长期记忆，与你一同成长，是 Agent Harness 工程的最佳实践之一。
CowAgent 轻量易部署、灵活可扩展，可自由切换 DeepSeek、Claude、Gemini、GPT、GLM、Qwen、Kimi、MiniMax 等主流模型，接入微信、飞书、钉钉、企微、QQ、网页或终端，7×24 运行于个人电脑或服务器中。
CowAgent 轻量、易部署、可扩展，自由接入主流大模型，覆盖微信、飞书、钉钉、企微、QQ、网页等多渠道，7×24 运行于个人电脑或服务器中。
<p align="center">
<a href="https://cowagent.ai/">🌐 官网</a> &nbsp;·&nbsp;
@@ -39,7 +39,7 @@ CowAgent 轻量易部署、灵活可扩展，可自由切换 DeepSeek、Claude
## 🏗️ 架构总览
<img src="https://cdn.jsdelivr.net/gh/zhayujie/cowagent-assets@main/architecture/zh/architecture.jpg" alt="CowAgent Architecture" width="700"/>
<img src="https://cdn.jsdelivr.net/gh/zhayujie/cowagent-assets@main/architecture/zh/architecture.jpg" alt="CowAgent Architecture" width="750"/>
CowAgent 是一个完整的 **Agent Harness**：消息从各类**通道**进入，**Agent Core** 结合记忆、知识库与可用工具/技能进行任务规划与决策，调用**模型**生成结果，再回传至原通道。各模块解耦清晰，按需扩展。