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![Astra banner image](https://github.com/TEN-framework/docs/blob/main/assets/jpg/astra_banner.jpg?raw=true)
![Banner de TEN Agent](https://github.com/TEN-framework/docs/blob/main/assets/jpg/banner.jpg?raw=true)

<div align="center">

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<a href="https://github.com/TEN-framework/ASTRA.ai/blob/main/README.md"><img alt="README in English" src="https://img.shields.io/badge/English-lightgrey"></a>
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</div>

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<span>&nbsp;&nbsp;&nbsp;&nbsp;</span>
[快速开始](https://doc.theten.ai/getting-started/quickstart)
<span>&nbsp;&nbsp;&nbsp;&nbsp;</span>
[教程](https://doc.theten.ai/getting-started/create-a-hello-world-extension)
[TEN Framework 仓库](https://github.com/TEN-framework/ten_framework)


</div>

**TEN Agent**,由世界首个实时多模态框架驱动。它是开源的,具有说话、视觉和访问知识库的能力。通过利用 TEN 框架,TEN Agent 具有以下特点:

1. **高性能实时多模态交互**
为复杂的音视频 AI 应用提供高性能、低延迟的解决方案。

2. **多语言和多平台支持**
支持 C++、Go、Python 等语言的扩展开发。可在 Windows、Mac、Linux 和移动设备上运行。

3. **边缘-云集成**
灵活结合边缘和云部署的扩展,平衡隐私、成本和性能。

4. **超越模型限制的灵活性**
通过简单的拖放编程,轻松构建复杂的 AI 应用,集成音视频工具、数据库、RAG 等。

5. **实时代理状态管理**
实时管理和调整代理行为,实现动态响应。

<br>

## Astra agent
<h2>点星收藏</h2>

我们更新频繁,不想错过的话,请给我们的 repo 点星,以便获得第一时间的更新.

![TEN star us gif](https://github.com/TEN-framework/docs/blob/main/assets/gif/star_us_2.gif?raw=true)

[Astra agent](https://theastra.ai) 是通过 TEN 搭建出来的 multimodal AI agent, 展示了其多模态,低延迟的能力。
<br>
<h2>TEN Agent</h2>

[TEN Agent](https://agent.theten.ai)

[![Showcase Astra agent](https://github.com/TEN-framework/docs/blob/main/assets/gif/astra_voice_agent.gif?raw=true)](https://theastra.ai)
TEN Agent 是一个由 [TEN](https://theten.ai) 驱动的多模态代理,展示了其在语音、视觉和通过本地文档 RAG 进行推理方面的能力。

[![展示 TEN 多模态代理](https://github.com/TEN-framework/docs/blob/main/assets/gif/features.gif?raw=true)](https://agent.theten.ai)
<br>
<h2>如何本地搭建 Astra agent</h2>
<h2>如何在本地构建 TEN Agent

### 先决条件
#### Keys
Expand Down Expand Up @@ -146,39 +172,29 @@ make run-server

走到这里就本地构建完成了,简单 5 步,上手体验拉满!

#### 验证 Astra agent
#### 验证 TEN Agent

现在可以打开浏览器 http://localhost:3000 体验 Astra agent
现在可以打开浏览器 http://localhost:3000 体验 TEN Agent

#### 验证 Graph designer
#### 验证 Graph Designer

同时可以再开一个 tab 在 http://localhost:3001 体验 Graph Designer (beta),通过简单拖拽和动态节点连接轻松定制 Astra agent
同时可以再开一个 tab 在 http://localhost:3001 体验 Graph Designer,通过简单拖拽和动态节点连接轻松定制 TEN Agent

![TEN Graph Designer](https://github.com/TEN-framework/docs/blob/main/assets/gif/graph_designer.gif?raw=true)

<br>
<h2>点星收藏</h2>

我们更新频繁,不想错过的话,请给我们的 repo 点星,以便获得第一时间的更新.

![TEN star us gif](https://github.com/TEN-framework/docs/blob/main/assets/gif/star_the_repo_confetti_higher_quality.gif?raw=true)



<br>
<h2>加入社区</h2>

- [Discord](https://discord.gg/VnPftUzAMJ):非常适合分享您的应用程序并与社区互动。
- [WeChat Group](https://github.com/TEN-framework/ASTRA.ai/discussions/170): 如果喜欢用微信群的社区,欢迎加入。
- [Github Discussion](https://github.com/TEN-framework/astra.ai/discussions):非常适合提供反馈和提问。
- [GitHub Issues](https://github.com/TEN-framework/astra.ai/issues):最适合报告错误和提出新功能。有关更多详细信息,请参阅我们的[贡献指南](./docs/code-of-conduct/contributing.md)
- [X(以前的Twitter)](https://img.shields.io/twitter/follow/AstraAIAgent?logo=X&color=%20%23f5f5f5):非常适合分享您的代理并与社区互动。

- [WeChat Group](https://github.com/TEN-framework/ten-agent/discussions/170): 如果喜欢用微信群的社区,欢迎加入。
- [Github Discussion](https://github.com/TEN-framework/ten-agent/discussions):非常适合提供反馈和提问。
- [GitHub Issues](https://github.com/TEN-framework/ten-agent/issues):最适合报告错误和提出新功能。有关更多详细信息,请参阅我们的[贡献指南](./docs/code-of-conduct/contributing.md)
- [X/Twitter](https://img.shields.io/twitter/follow/TenFramework?logo=X&color=%20%23f5f5f5):非常适合分享您的代理并与社区互动。

<br>
<h2>代码贡献者</h2>

[![ASTRA](https://contrib.rocks/image?repo=TEN-framework/astra.ai)](https://github.com/TEN-framework/astra.ai/graphs/contributors)
[![TEN Agent](https://contrib.rocks/image?repo=TEN-framework/ten-agent)](https://github.com/TEN-framework/ten-agent/graphs/contributors)

<br>
<h2>欢迎贡献</h2>
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