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Training Multiple languages through HTTP API

post by bamwani on Jan 4, 2021

bamwani Shubham Wani

I’ve been trying to use multiple languages in Rasa THROUGH HTTP API. However, I am unable to train multiple languages in rasa. From what I understand (reading forum answers from @akelad), we cannot train a single model for multiple languages but we can train multiple nlu models (one for each language). Now my question is, how to select a language in either (socket/rest) channels to choose the nlu model (language) to chat with.

OR

Am I doing this wrong? how do I go forward with this?

Any help is appreciated. Thanks


post by souvikg10 on Jan 4, 2021

souvikg10 Souvik Ghosh
Rasa Team

In order to make inferences, you need to deploy each model trained by language separately and call them as separate instances deployed on different ports etc… I deployed it once long time back using a middleware like chatfuel. rasa version is very old but you would get an idea of what I meant
Blog link

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