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smart-search-util

v1.0.7

Published

Generic smart search utility with weighted scoring

Downloads

10

Readme

🔍 Smart Search Utility

A generic and intelligent search utility for JavaScript/Node.js, inspired by iOS-style fuzzy search. It allows fast matching across complex structured data (like beneficiaries, accounts, etc.) using a scoring mechanism based on:

  • 🔹 Match Type (exact, contains, prefix, abbreviation, subsequence)
  • 🔹 Field Priority (weighted by position in keys array)
  • 🔹 Query nature (numeric, word-based, abbreviation)

✨ Features

  • ✅ Exact, prefix, contains, and token-based search
  • ✅ Abbreviation & numeric match detection
  • ✅ Multi-word query support (e.g., state bank india)
  • ✅ Field-weighted scoring system
  • ✅ Fully generic – works with any object list
  • ✅ Built-in match scoring insights

📦 Installation

npm install smart-search-util

🚀 Usage

1. Import the Utility

import { search } from 'smart-search-util';
// or for CommonJS environments:
// const { search } = require('smart-search-util');

2. Example Dataset

const data = [
  {
    benificaryName: "JOHN DOE",
    bankName: "STATE BANK OF INDIA",
    bankShortNames: "SBI",
    bankAccountNumber: "12345678901",
    branchIfsc: "SBIN0001238",
    countryName: "INDIA"
  },
  {
    benificaryName: "ALICE SMITH",
    bankName: "HDFC BANK LTD",
    bankShortNames: "HDFC",
    bankAccountNumber: "510000000007066",
    branchIfsc: "HDFC0000001",
    countryName: "INDIA"
  }
];

3. Define Fields to Search

The earlier a field is in this list, the higher its weight:

const searchFields = [
  "bankAccountNumber",  // weight 6
  "branchIfsc",         // weight 5
  "benificaryName",     // weight 4
  "bankName",           // weight 3
  "bankShortNames",     // weight 2
  "countryName"         // weight 1
];

4. Run the Search

const query = "john";
const results = search(data, query, searchFields);

5. Display Results

results.forEach(result => {
  const { item, score, matchedField, matchedWord, matchedValue } = result;
  console.log(`
➤ Match Found:
   Name     : ${item.benificaryName}
   Bank     : ${item.bankName}
   Account  : ${item.bankAccountNumber}
   IFSC     : ${item.branchIfsc}
   Country  : ${item.countryName}
   🔢 Score       : ${score}
   🎯 Match Field : ${matchedField}
   ✨ Match Word  : ${matchedWord}
   📝 Field Value : ${matchedValue}
  `);
});

📊 Scoring Rules

| Match Type | Base Score | |-------------------------|------------| | Exact match | 100 | | Starts with | 80 | | Contains | 60 | | Token match ratio | 45–90 | | Abbreviation (e.g. "sbi")| 100 | | Ordered subsequence | 40–60 |

Final Score = Match Score × Field Weight
Field Weight = (number of keys - index of key)


📁 Project Structure

smart-search-util/
├── src/
│   ├── smartSearch.js     # Core search logic
│   ├── runSearch.js       # Example usage
│   └── sample.json        # Sample dataset
├── index.js               # Package entry point
├── package.json
└── README.md

✅ Run Example

npm install
npm start

Will execute the search in runSearch.js and display results.


📄 License

MIT © Almulla Exchange