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Bank Statement Analyzer with Vertex AI

Setup

  1. Install dependencies:
npm install

  1. Set up Google Cloud credentials:

    • Create a service account in Google Cloud Console
    • Download the JSON key file
    • Set environment variable: GOOGLE_APPLICATION_CREDENTIALS=path/to/key.json

  2. Update project ID in analyzer.js

Usage

import { BankStatementAnalyzer } from './analyzer.js';

const analyzer = new BankStatementAnalyzer('bankstatement-468307');
// For PDF files
const analysis = await analyzer.processStatementFile('statement.pdf');
// For JSON files
const analysis = await analyzer.processStatementFile('statement.json');
console.log(analysis);

Input Format

PDF Files: Upload bank statement PDF directly JSON Files: Should include:

  • accountInfo: Account details and balances
  • transactions: Array of transaction objects with date, description, amount, type, category