Building your own conversational AI with open source tools


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Conversational AI is far from being a solved problem, but you don’t needto rely on third-party APIs to build great chat and voice apps.In this talk we will live-code a useful, engaging conversational AI botbased entirely on machine learning. We’ll be using Rasa NLU & Rasa Core,which are open source libraries for building machine learning-basedchatbots and voice assistants. We will teach our system how to holdmulti-turn conversations by creating some initial training data, andthen refine its behaviour by interacting with the system and providingfeedback. We will cover the fundamentals of conversational AI, includingthe most important algorithms for intent classification, entityextraction, and dialogue management.What will attendees learn: