Rasa is an open-source framework for building conversational AI, including chatbots and voice assistants. It provides tools for natural language understanding (NLU) and dialogue management, enabling developers to create and deploy context-aware, intelligent virtual assistants.
About Rasa
Rasa was created in 2016 by Alan Nichol and Alex Weidauer. It was developed to provide an open-source solution for building advanced conversational AI systems, addressing the need for more flexible and customizable chatbot frameworks.
Rasa's strengths include its open-source nature, flexibility, and robust NLU capabilities. Weaknesses involve a steep learning curve and the need for technical expertise. Competitors include Dialogflow, Microsoft Bot Framework, and IBM Watson Assistant.
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How to hire a Rasa expert
A Rasa expert must have strong skills in Python programming, natural language processing (NLP), machine learning, and familiarity with RESTful APIs. Proficiency in Docker and Kubernetes for deployment, as well as experience with version control systems like Git, is also essential.
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