Ahmed al Maghribi Merj perfume

 const natural = require('natural');

https://thefragrancesecrets.com/products/ahmed-al-maghribi-marj-perfume

// Replace with your actual implementations for these functions

function intentClassifier(text) {

  // Implement logic to classify intent (e.g., using machine learning)

  return "promote Ahmed al Maghribi Merj perfume";

}

function entityRecognizer(text) {

  const entities = natural.ShallowPipeline([

    natural.tokenize,

    natural.SentenceSegmenter,

    natural.Tagger.getNLTKPOS("arabic"), // Adjust for Arabic language processing

    new natural.NounPhraseExtractor(),

  ])(text);

  const product = entities.reduce((acc, entity) => {

    if (entity.tags.includes("NNP") && entity.text.includes("perfume")) {

      return entity.text;

    }

    return acc;

  }, "");

  const brand = entities.reduce((acc, entity) => {

    if (entity.tags.includes("NNP") && !entity.text.includes("perfume")) {

      return entity.text;

    }

    return acc;

  }, "");

  // Extract other entities like website, collection, target audience

  const website = ""; // Implement logic to find website entity

  const collection = ""; // Implement logic to find collection entity

  const targetAudience = "Men"; // Based on the provided information

  return { product, brand, website, collection, targetAudience };

}

function sentimentAnalyzer(text) {

  const analyzer = natural.SentimentAnalyzer.getSentiment("arabic"); // Adjust for Arabic language processing

  const scores = analyzer.getScores(text);

  return scores.positive > scores.negative ? "positive" : "neutral";

}

function keywordExtractor(text) {

  const keywords = new Set([

    "perfume",

    "fragrance",

    "Ahmed al Maghribi",

    "Merj",

    "100ML",

    "UAE",

    "genuine",

    "trending",

    "long-lasting",

  ]);

  const tokens = natural.tokenize(text);

  for (const token of tokens) {

    keywords.add(token.toLowerCase());

  }

  return Array.from(keywords);

}

// Example usage

const text = "Introducing the best Ahmed al Maghribi Merj perfume, the number one choice for men...";

const intent = intentClassifier(text);

const entities = entityRecognizer(text);

const sentiment = sentimentAnalyzer(text);

const keywords = keywordExtractor(text);

console.log("Intent:", intent);

console.log("Entities:", entities);

console.log("Sentiment:", sentiment);

console.log("Keywords:", keywords);