diff --git a/erpnext/accounts/doctype/bank_transaction/auto_match_party.py b/erpnext/accounts/doctype/bank_transaction/auto_match_party.py
index 7354fa0..01b6743 100644
--- a/erpnext/accounts/doctype/bank_transaction/auto_match_party.py
+++ b/erpnext/accounts/doctype/bank_transaction/auto_match_party.py
@@ -1,4 +1,5 @@
 import frappe
+from frappe.utils import flt
 from rapidfuzz import fuzz, process
 
 
@@ -65,7 +66,7 @@
 		result = None
 
 		parties = ["Supplier", "Employee", "Customer"]  # most -> least likely to receive
-		if self.deposit > 0:
+		if flt(self.deposit) > 0:
 			parties = ["Customer", "Supplier", "Employee"]  # most -> least likely to pay
 
 		for party in parties:
@@ -103,22 +104,27 @@
 	def match_party_name_desc_in_bank_party_mapper(self):
 		"""Check if match exists for party name or description in Bank Party Mapper"""
 		result = None
-		# TODO: or filters
+		or_filters = []
+
 		if self.bank_party_name:
-			result = frappe.db.get_value(
-				"Bank Party Mapper",
-				filters={"bank_party_name_desc": self.bank_party_name},
-				fieldname=["party_type", "party"],
-			)
+			or_filters.append(["bank_party_name_desc", self.bank_party_name])
 
-		if not result and self.description:
-			result = frappe.db.get_value(
-				"Bank Party Mapper",
-				filters={"bank_party_name_desc": self.description},
-				fieldname=["party_type", "party"],
-			)
+		if self.description:
+			or_filters.append(["bank_party_name_desc", self.description])
 
-		result = result + (None,) if result else result
+		mapper_res = frappe.get_all(
+			"Bank Party Mapper",
+			or_filters=or_filters,
+			fields=["party_type", "party"],
+			limit_page_length=1,
+		)
+		if mapper_res:
+			mapper_res = mapper_res[0]
+			result = (
+				mapper_res["party_type"],
+				mapper_res["party"],
+				None,
+			)
 
 		return result
 
@@ -127,7 +133,7 @@
 		result = None
 
 		parties = ["Supplier", "Employee", "Customer"]  # most-least likely to receive
-		if frappe.utils.flt(self.deposit) > 0.0:
+		if flt(self.deposit) > 0.0:
 			parties = ["Customer", "Supplier", "Employee"]  # most-least likely to pay
 
 		for party in parties: