diff --git a/backend/domain/workflow/internal/nodes/database/customsql.go b/backend/domain/workflow/internal/nodes/database/customsql.go
index 38b7af39..f1c6cad6 100644
--- a/backend/domain/workflow/internal/nodes/database/customsql.go
+++ b/backend/domain/workflow/internal/nodes/database/customsql.go
@@ -21,8 +21,8 @@ import (
 	"errors"
 	"fmt"
 	"reflect"
+	"regexp"
 	"strconv"
-	"strings"
 
 	"github.com/coze-dev/coze-studio/backend/api/model/crossdomain/database"
 	crossdatabase "github.com/coze-dev/coze-studio/backend/crossdomain/contract/database"
@@ -34,6 +34,8 @@ import (
 	"github.com/coze-dev/coze-studio/backend/pkg/sonic"
 )
 
+var singleQuotesStringRegexp = regexp.MustCompile("[`']\\{\\{([a-zA-Z_][a-zA-Z0-9_]*(?:\\.\\w+|\\[\\d+\\])*)+\\}\\}[`']")
+
 type CustomSQLConfig struct {
 	DatabaseInfoID int64
 	SQLTemplate    string
@@ -111,47 +113,60 @@ func (c *CustomSQL) Invoke(ctx context.Context, input map[string]any) (map[strin
 		return nil, err
 	}
 
+	templateParts := nodes.ParseTemplate(singleQuotesStringRegexp.ReplaceAllString(c.sqlTemplate, "?"))
 	templateSQL := ""
-	templateParts := nodes.ParseTemplate(c.sqlTemplate)
-	sqlParams := make([]database.SQLParam, 0, len(templateParts))
-	var nilError = errors.New("field is nil")
-	for _, templatePart := range templateParts {
-		if !templatePart.IsVariable {
-			templateSQL += templatePart.Value
-			continue
-		}
+	if len(templateParts) > 0 {
+		if len(templateParts) == 0 {
+			templateSQL = templateParts[0].Value
+		} else {
+			for _, templatePart := range templateParts {
+				if !templatePart.IsVariable {
+					templateSQL += templatePart.Value
+					continue
+				}
 
-		templateSQL += "?"
-		val, err := templatePart.Render(inputBytes, nodes.WithNilRender(func() (string, error) {
-			return "", nilError
-		}),
-			nodes.WithCustomRender(reflect.TypeOf(false), func(val any) (string, error) {
-				b := val.(bool)
-				if b {
-					return "1", nil
+				val, err := templatePart.Render(inputBytes, nodes.WithCustomRender(reflect.TypeOf(false), func(val any) (string, error) {
+					b := val.(bool)
+					if b {
+						return "1", nil
+					}
+					return "0", nil
+				}))
+				if err != nil {
+					return nil, err
 				}
-				return "0", nil
-			}))
+				templateSQL += val
 
-		if err != nil {
-			if !errors.Is(err, nilError) {
-				return nil, err
 			}
-			sqlParams = append(sqlParams, database.SQLParam{
-				IsNull: true,
-			})
-		} else {
-			sqlParams = append(sqlParams, database.SQLParam{
-				Value:  val,
-				IsNull: false,
-			})
 		}
 
+	} else {
+		return nil, fmt.Errorf("parse template invalid")
+	}
+
+	sqlParamStrings := singleQuotesStringRegexp.FindAllString(c.sqlTemplate, -1)
+	sqlParams := make([]database.SQLParam, 0, len(sqlParamStrings))
+	for _, s := range sqlParamStrings {
+		parts := nodes.ParseTemplate(s)
+		for _, part := range parts {
+			if part.IsVariable {
+				val, err := part.Render(inputBytes, nodes.WithCustomRender(reflect.TypeOf(false), func(val any) (string, error) {
+					b := val.(bool)
+					if b {
+						return "1", nil
+					}
+					return "0", nil
+				}))
+				if err != nil {
+					return nil, err
+				}
+				sqlParams = append(sqlParams, database.SQLParam{
+					Value: val,
+				})
+			}
+		}
 	}
 
-	// replace sql template '?' to ?
-	templateSQL = strings.Replace(templateSQL, "'?'", "?", -1)
-	templateSQL = strings.Replace(templateSQL, "`?`", "?", -1)
 	req.SQL = templateSQL
 	req.Params = sqlParams
 	response, err := crossdatabase.DefaultSVC().Execute(ctx, req)
diff --git a/backend/domain/workflow/internal/nodes/database/customsql_test.go b/backend/domain/workflow/internal/nodes/database/customsql_test.go
index 1d7b8255..69ed10b4 100644
--- a/backend/domain/workflow/internal/nodes/database/customsql_test.go
+++ b/backend/domain/workflow/internal/nodes/database/customsql_test.go
@@ -61,12 +61,12 @@ func TestCustomSQL_Execute(t *testing.T) {
 		validate: func(req *database.CustomSQLRequest) {
 			assert.Equal(t, int64(111), req.DatabaseInfoID)
 			ps := []database.SQLParam{
-				{Value: "v1_value"},
 				{Value: "v2_value"},
 				{Value: "v3_value"},
+				{Value: "1"},
 			}
 			assert.Equal(t, ps, req.Params)
-			assert.Equal(t, "select * from v1 where v1 = ? and v2 = ? and v3 = ?", req.SQL)
+			assert.Equal(t, "select * from v1 where v1 = v1_value and v2 = ? and v3 = ? and v4 = ?", req.SQL)
 		},
 	}
 
@@ -86,7 +86,7 @@ func TestCustomSQL_Execute(t *testing.T) {
 
 	cfg := &CustomSQLConfig{
 		DatabaseInfoID: 111,
-		SQLTemplate:    "select * from v1 where v1 = {{v1}} and v2 = '{{v2}}' and v3 = `{{v3}}`",
+		SQLTemplate:    "select * from v1 where v1 = {{v1}} and v2 = '{{v2}}' and v3 = `{{v3}}` and v4 = '{{v4}}'",
 	}
 
 	c1, err := cfg.Build(context.Background(), &schema.NodeSchema{
@@ -104,6 +104,7 @@ func TestCustomSQL_Execute(t *testing.T) {
 		"v1": "v1_value",
 		"v2": "v2_value",
 		"v3": "v3_value",
+		"v4": true,
 	})
 
 	assert.Nil(t, err)