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+Rasa Open Source
+
+
+
+[](https://info.rasa.com/community?utm_source=github&utm_medium=website&utm_campaign=)
+[](https://hello.rasa.ai/?utm_source=github&utm_medium=website&utm_campaign=)
+[](https://badge.fury.io/py/rasa)
+[](https://pypi.python.org/pypi/rasa)
+[](https://github.com/RasaHQ/rasa/actions)
+[](https://rasa.com/docs)
+
+
+
+
+
+
+
🚧 Note: Maintenance Mode 🚧
+
+ Rasa Open Source is currently in maintenance mode.
+
+ The future of building AI agents with Rasa is Hello Rasa and CALM.
+
+
+
+## 🚀 The Future of Rasa: Hello Rasa
+
+**Building reliable AI agents just got easier.**
+
+[**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.
+
+### Why switch to 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.
+
+### Core concepts
+
+* **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.
+
+👉 **[Start building for free at Hello Rasa](https://hello.rasa.ai/?utm_source=github&utm_medium=website&utm_campaign=)**
+
+---
+
+## 🧠 Join the Agent Engineering Community
+
+We are building a home for people shipping real-world AI agents.
+
+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.
+
+### 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
+
+| Channel | Purpose |
+| :--- | :--- |
+| **#agent-design** | Architectures, reasoning, memory, testing |
+| **#showcase** | Show your builds, demos, and repos |
+| **#ask-anything** | Debugging and workflow questions |
+
+👉 **[Join the Community](https://info.rasa.com/community?utm_source=github&utm_medium=website&utm_campaign=)**
+
+---
+
+
+
+
+# Rasa Open Source (Legacy)
+
+> **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.
+
+Rasa is an open source machine learning framework for automating text and voice-based conversations. With Rasa, you can build contextual assistants on:
+
+- Facebook Messenger
+- Slack
+- Google Hangouts
+- Webex Teams
+- Microsoft Bot Framework
+- Rocket.Chat
+- Mattermost
+- Telegram
+- Twilio
+- Your own custom conversational channels
+
+Rasa helps you build contextual assistants that can handle layered conversations with lots of back-and-forth.
+
+### 📚 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/)
+
+## Development Internals & Contributing
+
+We are happy to receive contributions. Please review our [Contribution Guidelines](CONTRIBUTING.md) before getting started.
+
+### Installation for Development
+Rasa uses **Poetry** for packaging and dependency management.
+
+1. **Install Poetry**: Follow the [official guide](https://python-poetry.org/docs/#installation).
+2. **Build from source**:
+ ```bash
+ make install
+ ```
+ *Note for macOS users*: If you run into compiler issues, try `export SYSTEM_VERSION_COMPAT=1` before installation.
+
+### Running Tests
+Make sure you have development requirements installed:
+
+```bash
+make prepare-tests-ubuntu # Ubuntu/Debian
+make prepare-tests-macos # macOS
+make test # Run tests
+```
+
+### Releases
+
+Rasa follows Semantic Versioning.
+
+ * **Major**: Incompatible API changes
+ * **Minor**: Backward-compatible functionality
+ * **Patch**: Backward-compatible bug fixes
+
+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/).
+
+## License
+
+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).