Getting started with Rasa on windows

Getting started with Rasa on windows

In my journey as Data Scientist aspirant, I came across building up of conversational Chatbot with help of rasa nlu. Making a chatbot or virtual assistance is used to transform the user experience. Nowadays, chatbots are gaining attraction. Here is my small effort to build beginners.

In my journey as Data Scientist aspirant, I came across building up of conversational Chatbot with help of rasa nlu. Making a chatbot or virtual assistance is used to transform the user experience. Nowadays, chatbots are gaining attraction. Here is my small effort to build beginners.

RASA

Rasa is a machine learning conversational ai which is used to build a chatbot. It is one of the best open-source machine learning toolkits which is used to developer complex chatbot with minimal training data.

It is based on two frameworks-

1.Rasa nlu– a library for natural language understanding (NLU) which does the classification of intent and extracts the entity from the user input.

2.Rasa Core– A chatbot framework that predicts the next best response or action based on conversational history.

  • When Rasa receives a message from the user, it predicts or extracts the intent and entities present in the. This part is handled by Rasa NLU.
  • Rasa *then tries to predict the next action. This is done by *Rasa Core.

rasa data-science rasa-nlu

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