Entity base on context

[lgrinberg (Leo@Vocinity)]

Try what we suggested here:

Providing conversation context to the NLU using microservices

OVERCOMING LIMITATIONS OF CONTEXT-INDEPENDENT RASA NLU SERVER English, especially in its American variety, is a language whose words tend to be highly ambiguous in their meaning. It has multiple words that can simultaneously be nouns, verbs and adjective (e.g. access, hit, cool). Names, both personal and entity, such as business, represent a similar problem. Unlike other languages, where specialized words are used for first (given) names and even for last names (surnames), in English (once a…

You can run separate NLU models on a standalone Rasa NLU server and dedicate that server to whatever entity you need to get in response to the question you asked. This write up is more theoretical, if there’s more interest, we’ll post the code we used to get this done with a detailed write-up.