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    speakeasy-nlp

    0.2.13 • Public • Published

    SpeakEasy

    Simple Natural Language Processing

    Circle CI


    npm install speakeasy-nlp


    Current commands:

    1. *.classify : Roughly determines the action, subject, and owner (posessive object) of a sentence. As of 0.2.2 it also includes verbs, nouns, and adjectives
    2. *.sentiment: A collection of methods to approximate the positive/negative affect of a statement (relative to the whole statement)
    3. *.closest : Uses levenshtein distance to find the best match for a word given an array

     
    var speak = require("./speakeasy-nlp");
     
    // Analyze sentences at a basic level
    // ------------------------------------- //
    speak.classify("What is your name?")             //=> { action: "what", owner: "listener", subject: "name" }
    speak.classify("Do you know what time it is?")   //=> { action: "what", owner: "it", subject: "time" }
     
    // Sentiment analysis
    // ------------------------------------- //
    speak.sentiment.negativity("I hate your guts")   //=> { score: 1, words: [hate] }
    speak.sentiment.positivity("I love you")         //=> { score: 1, words: [love] }
     
    speak.sentiment.analyze("I love you, but you smell something aweful")  
    // (Negative scores dictate a stronger influence of negative words)
    //=> { score: -1, positive: { ... }, negative: { ... } }
     
    // Closest word
    // ------------------------------------- //
    speak.closest("node", ["foo", "nodejs", "baz"])     //=> "nodejs"
     

    Philosophy

    The goal of this project is not to be the next final solution for natural language processing. There are plenty of other projects that do a significantly better job of this. SpeakEasy spawned out of another of my projects, Nodebot, as a method of processing user input to simulate the illusion of intelligence.

    SpeakEasy's goal is to provide a library for NodeJS to perform simple language processing actions that perform well for 70%-80% of all cases.

    License

    speakeasy is released under the MIT License.

    Install

    npm i speakeasy-nlp

    DownloadsWeekly Downloads

    270

    Version

    0.2.13

    License

    MIT

    Unpacked Size

    2.27 MB

    Total Files

    33

    Last publish

    Collaborators

    • nhunzaker