Introduction to Rasa: Dialogue Systems, Products, and Technology

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Introduction to Rasa

Rasa is an open-source machine learning framework for building AI assistants and chatbots. It has two main components: Rasa NLU and Rasa Core.

• Rasa NLU is a natural language understanding tool that can be used to extract structured data from user messages.
• Rasa Core is a dialogue engine that can be used to manage conversations and decide what to do next.

Rasa Products

Rasa has two products: Rasa Open Source and Rasa X.

• Rasa Open Source is a free and open-source machine learning framework for building AI assistants and chatbots.
• Rasa X is a toolset that helps you build, improve, and deploy AI assistants.

Rasa Technology

Rasa is built on top of a number of open-source libraries, including TensorFlow, spaCy, and scikit-learn.

Conclusion

Rasa is a powerful tool for building AI assistants and chatbots. It is easy to use and has a lot of features. I believe that in the future, Rasa will become more and more popular.