It's pretty complex when you first get started, it took me well over a week to get my bearings straight, but once you've figured things out it's pretty much just javascript and messing around with dialogflow.
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I love the way machine learning is going, so you don't need any NLP toolkit?
Dialogflow makes the NLP extremely easy, you just provide 10+ examples of what they use might say in order to trigger a certain function, including the handling of variables mid sentence & it handles the rest. Pretty smart stuff!