ForgeNLP

A lightweight ForgeScript extension for the Node.js 'natural' library, providing natural language processing functions.

Installation

From GitHub (recommended)

npm install github:weebforge/ForgeNLP

For dev version

npm install github:weebforge/ForgeNLP#dev

Setup

Here is a small setup with an example code.

const { ForgeNLP } = require("@weebforge/nlp");

const client = new ForgeClient({
  extensions: [
    new ForgeNLP({
      loadDefaults: true,
      classifiers: [
        {
          name: "sentiment",
          trainingData: [
            { label: "positive", text: "I love this!" },
            { label: "negative", text: "This sucks" }
          ]
        }
      ]
    })
  ]
});

client.commands.addCommand({
  name: "classify",
  type: "messageCreate",
  code: `$classifyText[sentiment;$message]`
});

Features

• Tokenization: Word, sentence, and custom tokenizers
• String Distance: Levenshtein, Jaro-Winkler, and more
• Word Management: Load and query word datasets
• Bayes Classifiers: Train and use text classifiers
• Distance Functions: Multiple string comparison algorithms

Support

If you need any assistance, don't hesitate to reach out by opening a support form in the official BotForge Discord server! :D