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<!-- WEHUB_ZH_README -->
> [!NOTE]
> 本文档由 WeHub 基于上游 README 翻译整理,属于社区翻译,非官方中文文档。
> [English](./README.en.md) · [原始项目](https://github.com/RasaHQ/rasa) · [上游 README](https://github.com/RasaHQ/rasa/blob/HEAD/README.md)
> 原作者、版权与许可证归属以原始项目及本仓库 LICENSE 文件为准。
<h1 align="center">Rasa Open Source</h1>
<div align="center">
[![Join the Agent Engineering Community](https://img.shields.io/badge/Community-Join%20the%20Discussion-blueviolet)](https://info.rasa.com/community?utm_source=github&utm_medium=website&utm_campaign=)
[![Try Hello Rasa](https://img.shields.io/badge/Playground-Try%20Hello%20Rasa-ff69b4)](https://hello.rasa.ai/?utm_source=github&utm_medium=website&utm_campaign=)
[![PyPI version](https://badge.fury.io/py/rasa.svg)](https://badge.fury.io/py/rasa)
[![Supported Python Versions](https://img.shields.io/pypi/pyversions/rasa.svg)](https://pypi.python.org/pypi/rasa)
[![Build Status](https://github.com/RasaHQ/rasa/workflows/Continuous%20Integration/badge.svg)](https://github.com/RasaHQ/rasa/actions)
[![Documentation Status](https://img.shields.io/badge/docs-stable-brightgreen.svg)](https://rasa.com/docs)
[![加入 Agent Engineering 社区](https://img.shields.io/badge/Community-Join%20the%20Discussion-blueviolet)](https://info.rasa.com/community?utm_source=github&utm_medium=website&utm_campaign=)
[![试用 Hello Rasa](https://img.shields.io/badge/Playground-Try%20Hello%20Rasa-ff69b4)](https://hello.rasa.ai/?utm_source=github&utm_medium=website&utm_campaign=)
[![PyPI 版本](https://badge.fury.io/py/rasa.svg)](https://badge.fury.io/py/rasa)
[![支持的 Python 版本](https://img.shields.io/pypi/pyversions/rasa.svg)](https://pypi.python.org/pypi/rasa)
[![构建状态](https://github.com/RasaHQ/rasa/workflows/Continuous%20Integration/badge.svg)](https://github.com/RasaHQ/rasa/actions)
[![文档状态](https://img.shields.io/badge/docs-stable-brightgreen.svg)](https://rasa.com/docs)
</div>
<br />
<div align="center">
<h3>🚧 <b>Note: Maintenance Mode</b> 🚧</h3>
<h3>🚧 <b>注意:维护模式</b> 🚧</h3>
<p>
Rasa Open Source is currently in maintenance mode.
Rasa Open Source 目前处于维护模式。
<br />
The future of building AI agents with Rasa is <b>Hello Rasa</b> and <b>CALM</b>.
使用 Rasa 构建 AI agent 的未来方向是 <b>Hello Rasa</b> <b>CALM</b>
</p>
</div>
<hr />
## 🚀 The Future of Rasa: Hello Rasa
## 🚀 Rasa 的未来:Hello Rasa
**Building reliable AI agents just got easier.**
**构建可靠的 AI agent 变得更容易了。**
[**Hello Rasa**](https://hello.rasa.ai/?utm_source=github&utm_medium=website&utm_campaign=) is our new interactive playground for prototyping AI agents. It combines LLM fluency with the reliability of business logic using our **CALM** (Conversational AI with Language Models) engine.
[**Hello Rasa**](https://hello.rasa.ai/?utm_source=github&utm_medium=website&utm_campaign=) 是我们全新的交互式 playground,用于原型化 AI agent。它将 LLM 的流畅表达能力与我们 **CALM**Conversational AI with Language Models,基于语言模型的对话式 AI)引擎的可靠性相结合。
### Why switch to Hello Rasa?
### 为什么切换到 Hello Rasa
* **No setup required:** Open the playground, pick a template (Banking, Telecom, Support), and start building in your browser.
* **No NLU training:** We have moved beyond intents. The LLM handles dialogue understanding while you define the business flows.
* **Built-in copilot:** A specialized AI assistant helps you generate code, debug flows, and expand your agent instantly.
* **Production ready:** Hello Rasa is not just a toy. Export your agent to the Rasa Platform when you are ready to scale.
* **无需设置:** 打开 playground,选择一个模板(BankingTelecomSupport),即可在浏览器中开始构建。
* **无需 NLU 训练:** 我们已超越 intents。LLM 负责理解对话,而你定义业务流。
* **内置 copilot** 专用 AI 助手可帮助你生成代码、调试流程,并即时扩展 agent。
* **可用于生产:** Hello Rasa 不只是玩具。准备扩展时,可将 agent 导出到 Rasa Platform
### Core concepts
### 核心概念
* **CALM:** Combines LLM flexibility with strict business logic. The LLM understands the user; the code enforces the rules.
* **Flows:** Describe logical steps (e.g., collect money, transfer funds) rather than rigid dialogue trees.
* **Inspector:** See real-time decision-making. No black boxes.
* **CALM** 将 LLM 的灵活性与其严格的业务逻辑相结合。LLM 理解用户;代码强制执行规则。
* **Flows(流程):** 描述逻辑步骤(例如收款、转账),而非僵化的对话树。
* **Inspector(检查器):** 查看实时决策过程。没有黑箱。
👉 **[Start building for free at Hello Rasa](https://hello.rasa.ai/?utm_source=github&utm_medium=website&utm_campaign=)**
👉 **[ Hello Rasa 免费开始构建](https://hello.rasa.ai/?utm_source=github&utm_medium=website&utm_campaign=)**
---
## 🧠 Join the Agent Engineering Community
## 🧠 加入 Agent Engineering 社区
We are building a home for people shipping real-world AI agents.
我们正在为交付真实世界 AI agent 的人们打造一个家园。
Agent Engineering is evolving faster than any single framework. This is a vendor-neutral space to discuss architectures, memory, orchestration, and safety with builders across the industry.
Agent Engineering 的演进速度超过任何单一框架。这是一个厂商中立的场所,可与行业内的构建者一起讨论架构、记忆、编排与安全。
### What you get:
* **Network:** Meet engineers building production agents
* **Learn:** Discuss practical patterns, not just theory
* **Access:** Direct influence on the Hello Rasa roadmap and early access to features
### 你能获得什么:
* **人脉:** 结识正在构建生产级 agent 的工程师
* **学习:** 讨论实用模式,而不仅是理论
* **权限:** 直接影响 Hello Rasa 路线图,并抢先体验新功能
| Channel | Purpose |
| 频道 | 用途 |
| :--- | :--- |
| **#agent-design** | Architectures, reasoning, memory, testing |
| **#showcase** | Show your builds, demos, and repos |
| **#ask-anything** | Debugging and workflow questions |
| **#agent-design** | 架构、推理、记忆、测试 |
| **#showcase** | 展示你的构建成果、演示与仓库 |
| **#ask-anything** | 调试与工作流问题 |
👉 **[Join the Community](https://info.rasa.com/community?utm_source=github&utm_medium=website&utm_campaign=)**
👉 **[加入社区](https://info.rasa.com/community?utm_source=github&utm_medium=website&utm_campaign=)**
---
<br>
<br>
# Rasa Open Source (Legacy)
# Rasa Open Source(旧版)
> **Note:** The documentation and installation instructions below apply to the classic Rasa Open Source framework. For the latest CALM-based experience, see the [Hello Rasa](#-the-future-of-rasa-hello-rasa) section above.
> **注意:** 以下文档与安装说明适用于经典 Rasa Open Source 框架。如需最新的基于 CALM 的体验,请参阅上方的 [Hello Rasa](#-the-future-of-rasa-hello-rasa) 章节。
Rasa is an open source machine learning framework for automating text and voice-based conversations. With Rasa, you can build contextual assistants on:
Rasa 是一个用于自动化文本与语音对话的开源机器学习框架。借助 Rasa,你可以在以下渠道上构建上下文助手:
- Facebook Messenger
- Slack
@@ -86,32 +92,32 @@ Rasa is an open source machine learning framework for automating text and voice-
- Mattermost
- Telegram
- Twilio
- Your own custom conversational channels
- 你自己的自定义对话渠道
Rasa helps you build contextual assistants that can handle layered conversations with lots of back-and-forth.
Rasa 帮助你构建能够处理大量来回交互、具备多层上下文的助手。
### 📚 Resources
- 🤓 [Read the docs](https://rasa.com/docs/rasa/)
- 😁 [Install Rasa](https://rasa.com/docs/rasa/installation/environment-set-up)
- 🚀 [Learn all about Conversational AI](https://learning.rasa.com/)
- 🏢 [Explore the enterprise platform](https://rasa.com/product/rasa-platform/)
### 📚 资源
- 🤓 [阅读文档](https://rasa.com/docs/rasa/)
- 😁 [安装 Rasa](https://rasa.com/docs/rasa/installation/environment-set-up)
- 🚀 [全面了解 Conversational AI](https://learning.rasa.com/)
- 🏢 [探索企业平台](https://rasa.com/product/rasa-platform/)
## Development Internals & Contributing
## 开发内部机制与贡献
We are happy to receive contributions. Please review our [Contribution Guidelines](CONTRIBUTING.md) before getting started.
我们欢迎贡献。开始前请先阅读我们的 [贡献指南](CONTRIBUTING.md)。
### Installation for Development
Rasa uses **Poetry** for packaging and dependency management.
### 开发环境安装
Rasa 使用 **Poetry** 进行打包与依赖管理。
1. **Install Poetry**: Follow the [official guide](https://python-poetry.org/docs/#installation).
2. **Build from source**:
1. **安装 Poetry**:请遵循[官方指南](https://python-poetry.org/docs/#installation).
2. **从源码构建**
```bash
make install
```
*Note for macOS users*: If you run into compiler issues, try `export SYSTEM_VERSION_COMPAT=1` before installation.
*macOS 用户注意*:若遇到编译器问题,请在安装前尝试 `export SYSTEM_VERSION_COMPAT=1`
### Running Tests
Make sure you have development requirements installed:
### 运行测试
请确保已安装开发依赖:
```bash
make prepare-tests-ubuntu # Ubuntu/Debian
@@ -119,16 +125,16 @@ make prepare-tests-macos # macOS
make test # Run tests
```
### Releases
### 发布版本
Rasa follows Semantic Versioning.
Rasa 遵循语义化版本(Semantic Versioning)。
* **Major**: Incompatible API changes
* **Minor**: Backward-compatible functionality
* **Patch**: Backward-compatible bug fixes
* **Major(主版本)**:不兼容的 API 变更
* **Minor(次版本)**:向后兼容的功能新增
* **Patch(补丁版本)**:向后兼容的缺陷修复
For full details on our release cadence and maintenance policy, visit our [Product Release and Maintenance Policy](https://rasa.com/rasa-product-release-and-maintenance-policy/).
有关发布节奏与维护政策的完整详情,请访问我们的 [产品发布与维护政策](https://rasa.com/rasa-product-release-and-maintenance-policy/).
## License
## 许可证
Licensed under the Apache License, Version 2.0. Copyright 2022 Rasa Technologies GmbH. [Copy of the license](https://www.google.com/search?q=LICENSE.txt).
根据 Apache License, Version 2.0 授权。Copyright 2022 Rasa Technologies GmbH。[许可证副本](https://www.google.com/search?q=LICENSE.txt).