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Rasa is an open source conversational AI platform for building contextual AI assistants and chatbots. It allows developers to build their own custom AI models and easily integrate them into their applications.
Rasa was founded in 2016 by Alan Nichol and Alex Weidauer.
The company launched its first product, Rasa Stack, in 2017.
In 2019, Rasa raised $13 million in series A funding.
As of 2021, Rasa is used by over 10,000 developers in companies such as UBS, Adobe, and T-Mobile.
Dialogflow is a popular AI chatbot platform owned by Google. It allows developers to build conversational interfaces for various platforms including websites, mobile apps, and messaging platforms.
Amazon Lex is a service for building conversational interfaces powered by the same technology as Alexa. It allows developers to build chatbots and voice-powered apps for various platforms.
Microsoft Bot Framework is a set of tools and services for building chatbots and voice agents powered by Microsoft Azure. It allows developers to build chatbots for various platforms including Facebook Messenger, Slack, and Skype.
Rasa Open Source is a free and open source toolkit for building conversational assistants and chatbots. It provides tools for NLU (Natural Language Understanding) and dialogue management.
Rasa X is a tool for managing, improving, and sharing AI assistants built with Rasa Open Source. It allows users to review and annotate conversations, train and test models, and collaborate with other team members.
Rasa Enterprise is an enterprise-grade solution for building and deploying AI assistants at scale. It provides additional features such as model management, deployment, and monitoring.
Rasa itself is written in Python, but it supports various programming languages for building custom actions, including Python, Java, and JavaScript.
Yes, Rasa can be used to build both text-based chatbots and voice assistants, such as those powered by Amazon Alexa or Google Assistant.
Rasa Open Source provides the core tools for building AI assistants, such as NLU and dialogue management. Rasa X is a tool for managing and improving those assistants, with features such as conversation review and model testing.
Yes, Rasa Open Source is free and open source software. Rasa X and Rasa Enterprise provide additional features and support for enterprise users.
Rasa's main selling point is its open source nature, which allows for greater customization and integration with other systems. It also provides strong support for contextual conversations and custom actions.
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