const testEmails = [ `Dear Customer, Rs.20.00 has been debited from account 5488 to VPA paytm.s1eeznf@pty SHS CANTEEN 1 on 18-08-25. Your UPI transaction reference number is 109983023268. If you did not authorize this ` ]; function parseBankMessage(email) { const result = { amount: null, vendor: null, rawVendor: null, type: null, date: null, referenceNumber: null, }; // Amount const amtMatch = email.match(/(?:Rs\.?|INR)\s*([\d,]+\.?\d*)/i); if (amtMatch) result.amount = parseFloat(amtMatch[1].replace(/,/g, "")); // Debit / Credit if (/debited/i.test(email)) result.type = "debit"; else if (/credited/i.test(email)) result.type = "credit"; // Date const dateMatch = email.match(/on\s+(\d{2}[-/]\d{2}[-/]\d{2,4})/i); if (dateMatch) result.date = dateMatch[1]; // Reference Number (flexible regex) const refMatch = email.match(/(?:reference number is|UPI reference number is|Ref No:?)\s*([A-Za-z0-9]+)/i); if (refMatch) result.referenceNumber = refMatch[1].trim(); // Vendor extraction - remove emails, pick last uppercase phrase let vendorCandidate = email.replace(/[a-z0-9._%+-]+@[a-z0-9.-]+/gi, '').trim(); const vendorWords = vendorCandidate.match(/(?:\b[A-Z]{2,}\b(?:\s)?)+/g); if (vendorWords && vendorWords.length > 0) { result.rawVendor = vendorWords[vendorWords.length - 1].trim(); // store raw } else { // Improved vendor fallback const toMatch = email.match(/to\s+(?:VPA\s+)?(?:[^\s@]+\@[^\s]+\s+)?([A-Za-z0-9\s&.-]+)/i); if (toMatch) { let v = toMatch[1].trim(); v = v.replace(/[a-z0-9._%+-]+@[a-z0-9.-]+/gi, '').trim(); // remove emails v = v.replace(/\s{2,}/g, ' '); result.rawVendor = v; } } // ---------- Cleaning Pipeline ---------- if (result.rawVendor) { let v = result.rawVendor; // Remove noise keywords v = v.replace(/\b(?:UPI|VPA|REF|Txn|Order|Payment|NEFT|IMPS)\b/gi, ''); // Replace underscores/dashes with space v = v.replace(/[_\-]+/g, ' '); // Collapse multiple spaces v = v.replace(/\s{2,}/g, ' ').trim(); // Normalize casing (title case) v = v.toLowerCase().replace(/\b\w/g, c => c.toUpperCase()); result.vendor = v; } return result; } console.log("=== Bank Email Regex Test ==="); testEmails.forEach((email, idx) => { console.log(`\n-- Email ${idx + 1} --`); console.log(email); const parsed = parseBankMessage(email); console.log("Parsed Result:", parsed); });