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67 changes: 59 additions & 8 deletions README.md
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# TEN Framework

<div align="center">

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</div>

**TEN** stands for **Transformative Extensions Network** and represents the Next-Gen AI-Agent Framework, the world's first truly real-time multimodal AI agent framework.

## Stay Tuned

Before we get started, be sure to star our repository and get instant notifications for all new releases!

<figure><img src="https://github.com/TEN-framework/docs/blob/main/assets/gif/star_ten_w_confetti.gif" alt=""></figure>

## Features

The TEN framework offers the following advantages:

1. **Native Support for High-Performance, Real-Time Multimodal Interactions**

If your AI applications involve complex audio-visual scenarios, TEN is your go-to solution. It offers high performance and low latency, with extensive optimization of interactions between various extensions to ensure efficient development of AI applications.

2. **Supports Multiple Languages and Platforms**

Developers can create modular and reusable extensions using various programming languages, such as C++, Go, and Python (with future support for JavaScript/TypeScript). Moreover, the TEN framework runs seamlessly across platforms, including Windows, Mac, Linux, and mobile devices.

3. **Edge-Cloud Integration**

Through the TEN framework, extensions deployed across edge and cloud environments can be easily combined to create diverse applications and scenarios. For privacy-sensitive edge deployments, small models leverage local compute power for reduced costs and lower latency, while cloud-based large models can be integrated for an optimal balance of cost and performance.

4. **Flexibility Beyond Model Limitations**

The TEN framework allows for the creation of complex AI applications that transcend the limitations of large models alone. Agents can be easily constructed to meet a wide range of needs using a simple drag-and-drop, responsive programming approach. TEN also facilitates the integration of AI with audio-visual tools, databases, monitoring systems, RAG, and more.

5. **Real-Time Agent State Management**

TEN has the ability to manage real-time agent states, enabling dynamic responsiveness and adjustment of agent behavior in real time.

6. **And more...**

For more information and detailed documentation on all the capabilities of the TEN framework, please refer to the [TEN framework documentation site](https://doc.theten.ai/).

## Use Cases

With the TEN framework, you can easily accomplish the following scenarios. You can see actual demos at [TEN Agent](https://github.com/TEN-framework/TEN-Agent):
With the TEN framework, you can easily accomplish the following scenarios. You can see actual demos at [TEN Agent](https://github.com/ten-framework/ten-agent):

1. **Simultaneous interpretation**

Real-time language translation during live conversations, enabling smooth cross-language communication without delays.

2. **Speech-to-text conversion**

Convert spoken language into written text, making it useful for transcribing meetings, interviews, or live talks.

3. **Multilingual chat rooms**

Create chat rooms where users can communicate in different languages, with automatically translating messages in real time to foster seamless interaction.

4. **Audio interaction**

Enabling users to communicate with the AI using audio instead of text, which is ideal for hands-free communication or enhancing accessibility.

5. **Audio-visual interaction**

Combine audio and visual elements to create interactive experiences, such as video conferences with integrated real-time transcription, translation, or even interactive media content.

6. **And more...**

1. Simultaneous interpretation
2. Speech-to-text conversion
3. Multilingual chat rooms
4. Audio interaction
5. Audio-visual interaction
6. And more...
The flexibility of the TEN framework enables developers to build additional interactive solutions, such as virtual assistants, automated customer support systems, and dynamic multimedia applications.

## Documentation

Please visit our [documentation site](https://doc.theten.ai/) for more information.
Please visit our [TEN framework documentation site](https://doc.theten.ai/) for more information.

## License Information

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