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IntentParser for Python

This is simple intent parser for using with chatbots, natural language processing ,etc.

Getting Started

What you have to do is declare your intent parser -> teach it -> Done!

intent = ip.intentParser({
        'description' : {
         #Type aka. Name of the intent parser
         "type" : 'FavMusicIntent',
         
         #arguement that need to be parse.
         "args" : [(ip.OPTIONAL, "musics_types")],
         
         #define all keyword you need to use.
         "keyword" : [(ip.REQUIRE, "musics_keyword"),(ip.OPTIONAL, "musics_types")] 
        },
        'musics_keyword' : ["is", "are", "music", "favourite", "genre"], #require keywords
        'musics_types' : ["pop","rock", "jazz", "country", "reggae"] #optional keywords
    })

This is all you have to do to set up your intent parser. Now how to train it is pretty easy.

intent.teachWords(["I love Reggae music.", "Rock is my favourite.", "I love Country music genre."])
#use teachWords() fill with list of sentence just simple as that.
#also you could train as many time as you want!

What it could do?

print(intent.getResult("I love Rock music."))
print(intent.getResult("Jazz is my favourite."))

Result

{'type': 'FavMusicIntent', 'args': [('musics_types', ['rock'])], 'confidence': 0.75}
{'type': 'FavMusicIntent', 'args': [('musics_types', ['jazz'])], 'confidence': 0.6666666666666666}

Cool! huh?!

Installing

To install it you just need to.

$ git clone https://github.com/nonkung51/IntentParser.git
$ cd IntentParser
$ python setup.py install

Usage

Contributing

This module is contributing by myself(nonkung51). If you want to contributing just contact me!

Authors

  • Nonthakon Jitchiranant - Initial work - nonkung51

License

This project is licensed under the Apache License 2.0 - see the LICENSE.md file for details