diff --git a/erpnext/accounts/doctype/journal_entry/journal_entry.py b/erpnext/accounts/doctype/journal_entry/journal_entry.py
index ef2388a7eaa..725364c1590 100644
--- a/erpnext/accounts/doctype/journal_entry/journal_entry.py
+++ b/erpnext/accounts/doctype/journal_entry/journal_entry.py
@@ -1059,14 +1059,15 @@ class JournalEntry(AccountsController):
 		gl_map = []
 
 		company_currency = erpnext.get_company_currency(self.company)
+		self.transaction_currency = company_currency
+		self.transaction_exchange_rate = 1
 		if self.multi_currency:
 			for row in self.get("accounts"):
 				if row.account_currency != company_currency:
-					self.currency = row.account_currency
-					self.conversion_rate = row.exchange_rate
+					# Journal assumes the first foregin currency as transaction currency
+					self.transaction_currency = row.account_currency
+					self.transaction_exchange_rate = row.exchange_rate
 					break
-		else:
-			self.currency = company_currency
 
 		for d in self.get("accounts"):
 			if d.debit or d.credit or (self.voucher_type == "Exchange Gain Or Loss"):
@@ -1091,6 +1092,18 @@ class JournalEntry(AccountsController):
 							"credit_in_account_currency": flt(
 								d.credit_in_account_currency, d.precision("credit_in_account_currency")
 							),
+							"transaction_currency": self.transaction_currency,
+							"transaction_exchange_rate": self.transaction_exchange_rate,
+							"debit_in_transaction_currency": flt(
+								d.debit_in_account_currency, d.precision("debit_in_account_currency")
+							)
+							if self.transaction_currency == d.account_currency
+							else flt(d.debit, d.precision("debit")) / self.transaction_exchange_rate,
+							"credit_in_transaction_currency": flt(
+								d.credit_in_account_currency, d.precision("credit_in_account_currency")
+							)
+							if self.transaction_currency == d.account_currency
+							else flt(d.credit, d.precision("credit")) / self.transaction_exchange_rate,
 							"against_voucher_type": d.reference_type,
 							"against_voucher": d.reference_name,
 							"remarks": remarks,