diff --git a/enforcer.go b/enforcer.go
index 3b83060..590346e 100644
--- a/enforcer.go
+++ b/enforcer.go
@@ -587,59 +587,14 @@ func (e *Enforcer) AddTokenGenerateFun(tokenStyle string, f model.GenerateFunc)
 }
 
 func (e *Enforcer) GetSession(id string) *model.Session {
-	if v := e.adapter.Get(e.spliceSessionKey(id)); v != nil {
-		if s := e.sessionUnSerialize(v); s != nil {
-			return s
-		} else {
-			session, ok := v.(*model.Session)
-			if !ok {
-				return nil
-			}
-			return session
-		}
+	if v := e.adapter.Get(e.spliceSessionKey(id), util.GetType(&model.Session{})); v != nil {
+		return v.(*model.Session)
 	}
 	return nil
 }
 
-func (e *Enforcer) sessionUnSerialize(v interface{}) *model.Session {
-	// get serializer
-	serializer, ok := e.adapter.(persist.SerializerAdapter)
-	if !ok {
-		return nil
-	}
-
-	// to bytes
-	bytes, err := util.InterfaceToBytes(v)
-	if err != nil {
-		return nil
-	}
-	session := &model.Session{}
-	err = serializer.UnSerialize(bytes, session)
-	if err != nil {
-		return nil
-	}
-	return session
-}
-
-func (e *Enforcer) sessionSerialize(v *model.Session) ([]byte, error) {
-	serializer, ok := e.adapter.(persist.SerializerAdapter)
-
-	if !ok {
-		return nil, nil
-	}
-	return serializer.Serialize(v)
-}
-
 func (e *Enforcer) SetSession(id string, session *model.Session, timeout int64) error {
-	bytes, err := e.sessionSerialize(session)
-	if err != nil {
-		return err
-	}
-	if bytes != nil {
-		err = e.adapter.Set(e.spliceSessionKey(id), bytes, timeout)
-	} else {
-		err = e.adapter.Set(e.spliceSessionKey(id), session, timeout)
-	}
+	err := e.adapter.Set(e.spliceSessionKey(id), session, timeout)
 	if err != nil {
 		return err
 	}
@@ -655,15 +610,7 @@ func (e *Enforcer) DeleteSession(id string) error {
 }
 
 func (e *Enforcer) UpdateSession(id string, session *model.Session) error {
-	bytes, err := e.sessionSerialize(session)
-	if err != nil {
-		return err
-	}
-	if bytes != nil {
-		err = e.adapter.Update(e.spliceSessionKey(id), bytes)
-	} else {
-		err = e.adapter.Update(e.spliceSessionKey(id), session)
-	}
+	err := e.adapter.Update(e.spliceSessionKey(id), session)
 	if err != nil {
 		return err
 	}
diff --git a/persist/adapter.go b/persist/adapter.go
index 6088bc1..5e52aa2 100644
--- a/persist/adapter.go
+++ b/persist/adapter.go
@@ -1,5 +1,7 @@
 package persist
 
+import "reflect"
+
 type Adapter interface {
 
 	// GetStr string operate string value
@@ -15,8 +17,9 @@ type Adapter interface {
 	// UpdateStrTimeout update expire time
 	UpdateStrTimeout(key string, timeout int64) error
 
-	// Get get interface{}
-	Get(key string) interface{}
+	// Get returns interface{}
+	// If serializer != nil, need to input reflect.Type, used to serializer to deserialize
+	Get(key string, t ...reflect.Type) interface{}
 	// Set store interface{}
 	Set(key string, value interface{}, timeout int64) error
 	// Update only update interface{} value
@@ -27,4 +30,8 @@ type Adapter interface {
 	GetTimeout(key string) int64
 	// UpdateTimeout update timeout
 	UpdateTimeout(key string, timeout int64) error
+
+	// SetSerializer used to serialize and deserialize
+	// Serialize when call Set() or Update(), deserialize when call Get(key,t)
+	SetSerializer(serializer Serializer)
 }
diff --git a/persist/default_adapter.go b/persist/default_adapter.go
index bd9d570..0410255 100644
--- a/persist/default_adapter.go
+++ b/persist/default_adapter.go
@@ -4,15 +4,19 @@ import (
 	"errors"
 	"fmt"
 	"github.com/weloe/token-go/constant"
+	"github.com/weloe/token-go/util"
+	"log"
+	"reflect"
 	"strings"
 	"sync"
 	"time"
 )
 
 type DefaultAdapter struct {
-	dataMap   *sync.Map
-	expireMap *sync.Map
-	once      sync.Once
+	dataMap    *sync.Map
+	expireMap  *sync.Map
+	once       sync.Once
+	serializer Serializer
 }
 
 var _ Adapter = (*DefaultAdapter)(nil)
@@ -24,6 +28,10 @@ func NewDefaultAdapter() *DefaultAdapter {
 	}
 }
 
+func (d *DefaultAdapter) SetSerializer(serializer Serializer) {
+	d.serializer = serializer
+}
+
 // GetStr if key is expired delete it before get data
 func (d *DefaultAdapter) GetStr(key string) string {
 	_ = d.getExpireAndDelete(key)
@@ -80,17 +88,45 @@ func (d *DefaultAdapter) UpdateStrTimeout(key string, timeout int64) error {
 //
 //
 
-func (d *DefaultAdapter) Get(key string) interface{} {
+func (d *DefaultAdapter) Get(key string, t ...reflect.Type) interface{} {
 	d.getExpireAndDelete(key)
 	value, _ := d.dataMap.Load(key)
-	return value
+
+	if d.serializer == nil {
+		return value
+	}
+	if t == nil && len(t) == 0 {
+		return nil
+	}
+	bytes, err := util.InterfaceToBytes(value)
+	if err != nil {
+		log.Printf("Adapter.Get() failed: %v", err)
+		return nil
+	}
+	instance := reflect.New(t[0].Elem()).Interface()
+	err = d.serializer.UnSerialize(bytes, instance)
+	if err != nil {
+		log.Printf("Adapter.Get() failed: %v", err)
+		return nil
+	}
+
+	return instance
 }
 
 func (d *DefaultAdapter) Set(key string, value interface{}, timeout int64) error {
 	if timeout == 0 || timeout <= constant.NotValueExpire {
 		return errors.New("args timeout error")
 	}
-	d.dataMap.Store(key, value)
+
+	if d.serializer != nil {
+		bytes, err := d.serializer.Serialize(value)
+		if err != nil {
+			return err
+		}
+		d.dataMap.Store(key, bytes)
+	} else {
+		d.dataMap.Store(key, value)
+	}
 
 	if timeout == constant.NeverExpire {
 		d.expireMap.Store(key, constant.NeverExpire)
@@ -105,7 +141,15 @@ func (d *DefaultAdapter) Update(key string, value interface{}) error {
 	if timeout == constant.NotValueExpire {
 		return errors.New("key does not exist")
 	}
-	d.dataMap.Store(key, value)
+	if d.serializer != nil {
+		bytes, err := d.serializer.Serialize(value)
+		if err != nil {
+			return err
+		}
+		d.dataMap.Store(key, bytes)
+	} else {
+		d.dataMap.Store(key, value)
+	}
 	return nil
 }
 
diff --git a/persist/empty_adapter.go b/persist/empty_adapter.go
index fb92066..0128075 100644
--- a/persist/empty_adapter.go
+++ b/persist/empty_adapter.go
@@ -1,11 +1,18 @@
 package persist
 
+import "reflect"
+
 var _ Adapter = (*EmptyAdapter)(nil)
 
 // EmptyAdapter empty adapter for extension to init enforcer
 type EmptyAdapter struct {
 }
 
+func (e *EmptyAdapter) SetSerializer(serializer Serializer) {
+	//TODO implement me
+	panic("implement me")
+}
+
 func (e *EmptyAdapter) GetStr(key string) string {
 	//TODO implement me
 	panic("implement me")
@@ -36,7 +43,7 @@ func (e *EmptyAdapter) UpdateStrTimeout(key string, timeout int64) error {
 	panic("implement me")
 }
 
-func (e *EmptyAdapter) Get(key string) interface{} {
+func (e *EmptyAdapter) Get(key string, t ...reflect.Type) interface{} {
 	//TODO implement me
 	panic("implement me")
 }
@@ -65,4 +72,3 @@ func (e *EmptyAdapter) UpdateTimeout(key string, timeout int64) error {
 	//TODO implement me
 	panic("implement me")
 }
-
diff --git a/persist/json_adapter.go b/persist/json_adapter.go
index d1ad98c..7f8d003 100644
--- a/persist/json_adapter.go
+++ b/persist/json_adapter.go
@@ -1,10 +1,10 @@
 package persist
 
 type JsonAdapter struct {
-	*DefaultAdapter
-	*JsonSerializer
 }
 
-func NewJsonAdapter() *JsonAdapter {
-	return &JsonAdapter{NewDefaultAdapter(), NewJsonSerializer()}
+func NewJsonAdapter() *DefaultAdapter {
+	d := NewDefaultAdapter()
+	d.SetSerializer(NewJsonSerializer())
+	return d
 }
diff --git a/persist/serializer_adapter.go b/persist/serializer.go
similarity index 70%
rename from persist/serializer_adapter.go
rename to persist/serializer.go
index 9a0c632..cee0381 100644
--- a/persist/serializer_adapter.go
+++ b/persist/serializer.go
@@ -1,7 +1,6 @@
 package persist
 
-type SerializerAdapter interface {
-	Adapter
+type Serializer interface {
 	Serialize(data interface{}) ([]byte, error)
 	UnSerialize([]byte, interface{}) error
 }
diff --git a/util/util.go b/util/util.go
index eef97b4..e6e3548 100644
--- a/util/util.go
+++ b/util/util.go
@@ -1,6 +1,13 @@
 package util
 
-import "fmt"
+import (
+	"fmt"
+	"reflect"
+)
+
+func GetType(i any) reflect.Type {
+	return reflect.TypeOf(i)
+}
 
 func HasNil(arr []interface{}) bool {
 	for _, elem := range arr {