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3.0.1

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@jesus-seijas-sp jesus-seijas-sp released this 17 Apr 17:22
· 2089 commits to master since this release
01c32a1

The version 3 comes with some important changes, mainly focused on improve performance:

  • NlpClassifier no longer exists, in favor of NluManager as the manager of several NLU classes, and is able to manage several languages and several domains inside each language.
  • Now by default, each domain of a language has it's own neural network classifier. When a language has more than 1 domain, a master neural network is trained that instead of classifying into the intent, classify into de domain. That way the models are faster to train and have a better score.
  • The language guesser is now trained with the trigrams from the utterances used to train. That means that has a best guessing, and also that non-existing languages are guessed (example, klingon).
  • Added Tagalog and Galician languages.
  • The console-bot example training time in version 2.x in my laptop was 108 seconds, in the version 3.x the training time went down to 3 seconds, so the improvement in performance is notable.
  • Also the size of the model.nlp files is decreased, the console-bot example went from 1614KB down to 928KB.
  • The browser version has decreased from 5.08MB down to 2.3MB