diff --git a/backend/api/handler/coze/workflow_service_test.go b/backend/api/handler/coze/workflow_service_test.go
index e71fff9f..fd2f0ceb 100644
--- a/backend/api/handler/coze/workflow_service_test.go
+++ b/backend/api/handler/coze/workflow_service_test.go
@@ -41,7 +41,6 @@ import (
 	"github.com/cloudwego/hertz/pkg/common/ut"
 	"github.com/cloudwego/hertz/pkg/protocol"
 	"github.com/cloudwego/hertz/pkg/protocol/sse"
-	"github.com/redis/go-redis/v9"
 	"github.com/stretchr/testify/assert"
 	"github.com/stretchr/testify/require"
 	"go.uber.org/mock/gomock"
@@ -86,6 +85,7 @@ import (
 	"github.com/coze-dev/coze-studio/backend/domain/workflow/service"
 	"github.com/coze-dev/coze-studio/backend/infra/contract/coderunner"
 	"github.com/coze-dev/coze-studio/backend/infra/contract/modelmgr"
+	"github.com/coze-dev/coze-studio/backend/infra/impl/cache/redis"
 	"github.com/coze-dev/coze-studio/backend/infra/impl/checkpoint"
 	"github.com/coze-dev/coze-studio/backend/infra/impl/coderunner/direct"
 	mockCrossUser "github.com/coze-dev/coze-studio/backend/internal/mock/crossdomain/crossuser"
@@ -239,9 +239,7 @@ func newWfTestRunner(t *testing.T) *wfTestRunner {
 		t.Fatalf("Failed to start miniredis: %v", err)
 	}
 
-	redisClient := redis.NewClient(&redis.Options{
-		Addr: s.Addr(),
-	})
+	redisClient := redis.NewWithAddrAndPassword(s.Addr(), "")
 
 	cpStore := checkpoint.NewRedisStore(redisClient)
 
diff --git a/backend/application/base/appinfra/app_infra.go b/backend/application/base/appinfra/app_infra.go
index 2aabe24a..23409fb1 100644
--- a/backend/application/base/appinfra/app_infra.go
+++ b/backend/application/base/appinfra/app_infra.go
@@ -25,6 +25,7 @@ import (
 
 	"gorm.io/gorm"
 
+	"github.com/coze-dev/coze-studio/backend/infra/contract/cache"
 	"github.com/coze-dev/coze-studio/backend/infra/contract/coderunner"
 	"github.com/coze-dev/coze-studio/backend/infra/contract/imagex"
 	"github.com/coze-dev/coze-studio/backend/infra/contract/modelmgr"
@@ -42,7 +43,7 @@ import (
 
 type AppDependencies struct {
 	DB                    *gorm.DB
-	CacheCli              *redis.Client
+	CacheCli              cache.Cmdable
 	IDGenSVC              idgen.IDGenerator
 	ESClient              es.Client
 	ImageXClient          imagex.ImageX
diff --git a/backend/application/search/init.go b/backend/application/search/init.go
index f11cc303..430e0c30 100644
--- a/backend/application/search/init.go
+++ b/backend/application/search/init.go
@@ -33,9 +33,9 @@ import (
 	search "github.com/coze-dev/coze-studio/backend/domain/search/service"
 	user "github.com/coze-dev/coze-studio/backend/domain/user/service"
 	"github.com/coze-dev/coze-studio/backend/domain/workflow"
+	"github.com/coze-dev/coze-studio/backend/infra/contract/cache"
 	"github.com/coze-dev/coze-studio/backend/infra/contract/es"
 	"github.com/coze-dev/coze-studio/backend/infra/contract/storage"
-	"github.com/coze-dev/coze-studio/backend/infra/impl/cache/redis"
 	"github.com/coze-dev/coze-studio/backend/infra/impl/eventbus"
 	"github.com/coze-dev/coze-studio/backend/pkg/logs"
 	"github.com/coze-dev/coze-studio/backend/types/consts"
@@ -43,7 +43,7 @@ import (
 
 type ServiceComponents struct {
 	DB                   *gorm.DB
-	Cache                *redis.Client
+	Cache                cache.Cmdable
 	TOS                  storage.Storage
 	ESClient             es.Client
 	ProjectEventBus      ProjectEventBus
diff --git a/backend/crossdomain/workflow/plugin/plugin_test.go b/backend/crossdomain/workflow/plugin/plugin_test.go
index 66c93e33..eaf632b7 100644
--- a/backend/crossdomain/workflow/plugin/plugin_test.go
+++ b/backend/crossdomain/workflow/plugin/plugin_test.go
@@ -19,8 +19,9 @@ package plugin
 import (
 	"testing"
 
-	"github.com/coze-dev/coze-studio/backend/domain/workflow/entity/vo"
 	"github.com/stretchr/testify/assert"
+
+	"github.com/coze-dev/coze-studio/backend/domain/workflow/entity/vo"
 )
 
 func TestPluginService_UnwrapArrayItemFieldsInVariable(t *testing.T) {
@@ -214,4 +215,4 @@ func TestPluginService_UnwrapArrayItemFieldsInVariable(t *testing.T) {
 		err := s.UnwrapArrayItemFieldsInVariable(nil)
 		assert.NoError(t, err)
 	})
-}
\ No newline at end of file
+}
diff --git a/backend/domain/memory/database/service/database_impl.go b/backend/domain/memory/database/service/database_impl.go
index d2dbdb37..651d78f0 100644
--- a/backend/domain/memory/database/service/database_impl.go
+++ b/backend/domain/memory/database/service/database_impl.go
@@ -28,7 +28,6 @@ import (
 	"strconv"
 	"time"
 
-	"github.com/redis/go-redis/v9"
 	"github.com/tealeg/xlsx/v3"
 	"gorm.io/gorm"
 
@@ -1921,22 +1920,22 @@ func (d databaseService) GetDatabaseFileProgressData(ctx context.Context, req *G
 		currentFileName = draftCurrentFileName
 	}
 	totalNum, err := d.cache.Get(ctx, fmt.Sprintf(totalKey, req.DatabaseID, req.UserID)).Int64()
-	if err != nil && !errors.Is(err, redis.Nil) {
+	if err != nil && !errors.Is(err, cache.Nil) {
 		return nil, err
 	}
 
 	progressNum, err := d.cache.Get(ctx, fmt.Sprintf(progressKey, req.DatabaseID, req.UserID)).Int64()
-	if err != nil && !errors.Is(err, redis.Nil) {
+	if err != nil && !errors.Is(err, cache.Nil) {
 		return nil, err
 	}
 
 	failReason, err := d.cache.Get(ctx, fmt.Sprintf(failKey, req.DatabaseID, req.UserID)).Result()
-	if err != nil && !errors.Is(err, redis.Nil) {
+	if err != nil && !errors.Is(err, cache.Nil) {
 		return nil, err
 	}
 
 	fileName, err := d.cache.Get(ctx, fmt.Sprintf(currentFileName, req.DatabaseID, req.UserID)).Result()
-	if err != nil && !errors.Is(err, redis.Nil) {
+	if err != nil && !errors.Is(err, cache.Nil) {
 		return nil, err
 	}
 
diff --git a/backend/domain/workflow/internal/canvas/adaptor/to_schema.go b/backend/domain/workflow/internal/canvas/adaptor/to_schema.go
index 93c05b36..59ba16e1 100644
--- a/backend/domain/workflow/internal/canvas/adaptor/to_schema.go
+++ b/backend/domain/workflow/internal/canvas/adaptor/to_schema.go
@@ -438,7 +438,7 @@ func PruneIsolatedNodes(nodes []*vo.Node, edges []*vo.Edge, parentNode *vo.Node)
 
 func parseBatchMode(n *vo.Node) (
 	batchN *vo.Node, // the new batch node
-	enabled bool,    // whether the node has enabled batch mode
+	enabled bool, // whether the node has enabled batch mode
 	err error) {
 	if n.Data == nil || n.Data.Inputs == nil {
 		return nil, false, nil
diff --git a/backend/domain/workflow/internal/compose/test/question_answer_test.go b/backend/domain/workflow/internal/compose/test/question_answer_test.go
index 4ad1b5e6..549a7071 100644
--- a/backend/domain/workflow/internal/compose/test/question_answer_test.go
+++ b/backend/domain/workflow/internal/compose/test/question_answer_test.go
@@ -31,7 +31,6 @@ import (
 	model2 "github.com/cloudwego/eino/components/model"
 	"github.com/cloudwego/eino/compose"
 	"github.com/cloudwego/eino/schema"
-	"github.com/redis/go-redis/v9"
 	"github.com/stretchr/testify/assert"
 	"go.uber.org/mock/gomock"
 	"gorm.io/driver/mysql"
@@ -47,6 +46,7 @@ import (
 	"github.com/coze-dev/coze-studio/backend/domain/workflow/internal/nodes/exit"
 	"github.com/coze-dev/coze-studio/backend/domain/workflow/internal/nodes/qa"
 	repo2 "github.com/coze-dev/coze-studio/backend/domain/workflow/internal/repo"
+	"github.com/coze-dev/coze-studio/backend/infra/impl/cache/redis"
 	schema2 "github.com/coze-dev/coze-studio/backend/domain/workflow/internal/schema"
 	"github.com/coze-dev/coze-studio/backend/infra/impl/checkpoint"
 	mock "github.com/coze-dev/coze-studio/backend/internal/mock/infra/contract/idgen"
@@ -96,9 +96,7 @@ func TestQuestionAnswer(t *testing.T) {
 		}
 		defer s.Close()
 
-		redisClient := redis.NewClient(&redis.Options{
-			Addr: s.Addr(),
-		})
+		redisClient := redis.NewWithAddrAndPassword(s.Addr(), "")
 
 		mockIDGen := mock.NewMockIDGenerator(ctrl)
 		mockIDGen.EXPECT().GenID(gomock.Any()).Return(time.Now().UnixNano(), nil).AnyTimes()
diff --git a/backend/domain/workflow/internal/repo/execute_history_store_test.go b/backend/domain/workflow/internal/repo/execute_history_store_test.go
index 37a7f704..5987da5c 100644
--- a/backend/domain/workflow/internal/repo/execute_history_store_test.go
+++ b/backend/domain/workflow/internal/repo/execute_history_store_test.go
@@ -25,7 +25,6 @@ import (
 
 	"github.com/DATA-DOG/go-sqlmock"
 	"github.com/alicebob/miniredis/v2"
-	"github.com/redis/go-redis/v9"
 	"github.com/stretchr/testify/assert"
 	"github.com/stretchr/testify/suite"
 	"gorm.io/driver/mysql"
@@ -33,12 +32,14 @@ import (
 
 	"github.com/coze-dev/coze-studio/backend/domain/workflow/entity"
 	"github.com/coze-dev/coze-studio/backend/domain/workflow/internal/repo/dal/query"
+	"github.com/coze-dev/coze-studio/backend/infra/contract/cache"
+	"github.com/coze-dev/coze-studio/backend/infra/impl/cache/redis"
 )
 
 type ExecuteHistoryStoreSuite struct {
 	suite.Suite
 	db    *gorm.DB
-	redis *redis.Client
+	redis cache.Cmdable
 	mock  sqlmock.Sqlmock
 	store *executeHistoryStoreImpl
 }
@@ -47,7 +48,7 @@ func (s *ExecuteHistoryStoreSuite) SetupTest() {
 	var err error
 	mr, err := miniredis.Run()
 	assert.NoError(s.T(), err)
-	s.redis = redis.NewClient(&redis.Options{Addr: mr.Addr()})
+	s.redis = redis.NewWithAddrAndPassword(mr.Addr(), "")
 
 	mockDB, mock, err := sqlmock.New()
 	assert.NoError(s.T(), err)
diff --git a/backend/infra/contract/cache/cache.go b/backend/infra/contract/cache/cache.go
index 0555ea04..c1f0181c 100644
--- a/backend/infra/contract/cache/cache.go
+++ b/backend/infra/contract/cache/cache.go
@@ -17,9 +17,96 @@
 package cache
 
 import (
-	"github.com/redis/go-redis/v9"
+	"context"
+	"time"
 )
 
-type Cmdable = redis.Cmdable
+var Nil error
 
-const Nil = redis.Nil
+func SetDefaultNilError(err error) {
+	Nil = err
+}
+
+type Cmdable interface {
+	Pipeline() Pipeliner
+	StringCmdable
+	HashCmdable
+	GenericCmdable
+	ListCmdable
+}
+
+type StringCmdable interface {
+	Set(ctx context.Context, key string, value interface{}, expiration time.Duration) StatusCmd
+	Get(ctx context.Context, key string) StringCmd
+	IncrBy(ctx context.Context, key string, value int64) IntCmd
+	Incr(ctx context.Context, key string) IntCmd
+}
+
+type HashCmdable interface {
+	HSet(ctx context.Context, key string, values ...interface{}) IntCmd
+	HGetAll(ctx context.Context, key string) MapStringStringCmd
+}
+
+type GenericCmdable interface {
+	Del(ctx context.Context, keys ...string) IntCmd
+	Exists(ctx context.Context, keys ...string) IntCmd
+	Expire(ctx context.Context, key string, expiration time.Duration) BoolCmd
+}
+
+type Pipeliner interface {
+	StatefulCmdable
+	Exec(ctx context.Context) ([]Cmder, error)
+}
+
+type StatefulCmdable interface {
+	Cmdable
+}
+
+type ListCmdable interface {
+	LIndex(ctx context.Context, key string, index int64) StringCmd
+	LPush(ctx context.Context, key string, values ...interface{}) IntCmd
+	RPush(ctx context.Context, key string, values ...interface{}) IntCmd
+	LSet(ctx context.Context, key string, index int64, value interface{}) StatusCmd
+	LPop(ctx context.Context, key string) StringCmd
+	LRange(ctx context.Context, key string, start, stop int64) StringSliceCmd
+}
+type Cmder interface {
+	Err() error
+}
+
+type baseCmd interface {
+	Err() error
+}
+
+type IntCmd interface {
+	baseCmd
+	Result() (int64, error)
+}
+
+type MapStringStringCmd interface {
+	baseCmd
+	Result() (map[string]string, error)
+}
+
+type BoolCmd interface {
+	baseCmd
+	Result() (bool, error)
+}
+
+type StatusCmd interface {
+	baseCmd
+	Result() (string, error)
+}
+
+type StringCmd interface {
+	baseCmd
+	Result() (string, error)
+	Val() string
+	Int64() (int64, error)
+	Bytes() ([]byte, error)
+}
+
+type StringSliceCmd interface {
+	baseCmd
+	Result() ([]string, error)
+}
diff --git a/backend/infra/impl/cache/redis/redis.go b/backend/infra/impl/cache/redis/redis.go
index 5c2ed55c..4e6de603 100644
--- a/backend/infra/impl/cache/redis/redis.go
+++ b/backend/infra/impl/cache/redis/redis.go
@@ -17,17 +17,24 @@
 package redis
 
 import (
+	"context"
 	"os"
 	"time"
 
 	"github.com/redis/go-redis/v9"
+
+	"github.com/coze-dev/coze-studio/backend/infra/contract/cache"
 )
 
-type Client = redis.Client
-
-func New() *redis.Client {
+func New() cache.Cmdable {
 	addr := os.Getenv("REDIS_ADDR")
 	password := os.Getenv("REDIS_PASSWORD")
+	cache.SetDefaultNilError(redis.Nil)
+
+	return NewWithAddrAndPassword(addr, password)
+}
+
+func NewWithAddrAndPassword(addr, password string) cache.Cmdable {
 	rdb := redis.NewClient(&redis.Options{
 		Addr:     addr, // Redis地址
 		DB:       0,    // 默认数据库
@@ -44,5 +51,199 @@ func New() *redis.Client {
 		WriteTimeout: 3 * time.Second, // write operation timed out
 	})
 
-	return rdb
+	return &redisImpl{client: rdb}
+}
+
+type redisImpl struct {
+	client *redis.Client
+}
+
+// Del implements cache.Cmdable.
+func (r *redisImpl) Del(ctx context.Context, keys ...string) cache.IntCmd {
+	return r.client.Del(ctx, keys...)
+}
+
+// Exists implements cache.Cmdable.
+func (r *redisImpl) Exists(ctx context.Context, keys ...string) cache.IntCmd {
+	return r.client.Exists(ctx, keys...)
+}
+
+// Expire implements cache.Cmdable.
+func (r *redisImpl) Expire(ctx context.Context, key string, expiration time.Duration) cache.BoolCmd {
+	return r.client.Expire(ctx, key, expiration)
+}
+
+// Get implements cache.Cmdable.
+func (r *redisImpl) Get(ctx context.Context, key string) cache.StringCmd {
+	return r.client.Get(ctx, key)
+}
+
+// HGetAll implements cache.Cmdable.
+func (r *redisImpl) HGetAll(ctx context.Context, key string) cache.MapStringStringCmd {
+	return r.client.HGetAll(ctx, key)
+}
+
+// HSet implements cache.Cmdable.
+func (r *redisImpl) HSet(ctx context.Context, key string, values ...interface{}) cache.IntCmd {
+	return r.client.HSet(ctx, key, values...)
+}
+
+// Incr implements cache.Cmdable.
+func (r *redisImpl) Incr(ctx context.Context, key string) cache.IntCmd {
+	return r.client.Incr(ctx, key)
+}
+
+// IncrBy implements cache.Cmdable.
+func (r *redisImpl) IncrBy(ctx context.Context, key string, value int64) cache.IntCmd {
+	return r.client.IncrBy(ctx, key, value)
+}
+
+// LIndex implements cache.Cmdable.
+func (r *redisImpl) LIndex(ctx context.Context, key string, index int64) cache.StringCmd {
+	return r.client.LIndex(ctx, key, index)
+}
+
+// LPop implements cache.Cmdable.
+func (r *redisImpl) LPop(ctx context.Context, key string) cache.StringCmd {
+	return r.client.LPop(ctx, key)
+}
+
+// LPush implements cache.Cmdable.
+func (r *redisImpl) LPush(ctx context.Context, key string, values ...interface{}) cache.IntCmd {
+	return r.client.LPush(ctx, key, values...)
+}
+
+// LRange implements cache.Cmdable.
+func (r *redisImpl) LRange(ctx context.Context, key string, start int64, stop int64) cache.StringSliceCmd {
+	return r.client.LRange(ctx, key, start, stop)
+}
+
+// LSet implements cache.Cmdable.
+func (r *redisImpl) LSet(ctx context.Context, key string, index int64, value interface{}) cache.StatusCmd {
+	return r.client.LSet(ctx, key, index, value)
+}
+
+// Pipeline implements cache.Cmdable.
+func (r *redisImpl) Pipeline() cache.Pipeliner {
+	p := r.client.Pipeline()
+	return &pipelineImpl{p: p}
+}
+
+// RPush implements cache.Cmdable.
+func (r *redisImpl) RPush(ctx context.Context, key string, values ...interface{}) cache.IntCmd {
+	return r.client.RPush(ctx, key, values...)
+}
+
+// Set implements cache.Cmdable.
+func (r *redisImpl) Set(ctx context.Context, key string, value interface{}, expiration time.Duration) cache.StatusCmd {
+	return r.client.Set(ctx, key, value, expiration)
+}
+
+type pipelineImpl struct {
+	p redis.Pipeliner
+}
+
+// Del implements cache.Pipeliner.
+func (p *pipelineImpl) Del(ctx context.Context, keys ...string) cache.IntCmd {
+	return p.p.Del(ctx, keys...)
+}
+
+// Exec implements cache.Pipeliner.
+func (p *pipelineImpl) Exec(ctx context.Context) ([]cache.Cmder, error) {
+	cmders, err := p.p.Exec(ctx)
+	if err != nil {
+		return nil, err
+	}
+	return convertCmders(cmders), nil
+}
+
+func convertCmders(cmders []redis.Cmder) []cache.Cmder {
+	res := make([]cache.Cmder, 0, len(cmders))
+	for _, cmder := range cmders {
+		res = append(res, &cmderImpl{cmder: cmder})
+	}
+	return res
+}
+
+type cmderImpl struct {
+	cmder redis.Cmder
+}
+
+func (c *cmderImpl) Err() error {
+	return c.cmder.Err()
+}
+
+// Exists implements cache.Pipeliner.
+func (p *pipelineImpl) Exists(ctx context.Context, keys ...string) cache.IntCmd {
+	return p.p.Exists(ctx, keys...)
+}
+
+// Expire implements cache.Pipeliner.
+func (p *pipelineImpl) Expire(ctx context.Context, key string, expiration time.Duration) cache.BoolCmd {
+	return p.p.Expire(ctx, key, expiration)
+}
+
+// Get implements cache.Pipeliner.
+func (p *pipelineImpl) Get(ctx context.Context, key string) cache.StringCmd {
+	return p.p.Get(ctx, key)
+}
+
+// HGetAll implements cache.Pipeliner.
+func (p *pipelineImpl) HGetAll(ctx context.Context, key string) cache.MapStringStringCmd {
+	return p.p.HGetAll(ctx, key)
+}
+
+// HSet implements cache.Pipeliner.
+func (p *pipelineImpl) HSet(ctx context.Context, key string, values ...interface{}) cache.IntCmd {
+	return p.p.HSet(ctx, key, values...)
+}
+
+// Incr implements cache.Pipeliner.
+func (p *pipelineImpl) Incr(ctx context.Context, key string) cache.IntCmd {
+	return p.p.Incr(ctx, key)
+}
+
+// IncrBy implements cache.Pipeliner.
+func (p *pipelineImpl) IncrBy(ctx context.Context, key string, value int64) cache.IntCmd {
+	return p.p.IncrBy(ctx, key, value)
+}
+
+// LIndex implements cache.Pipeliner.
+func (p *pipelineImpl) LIndex(ctx context.Context, key string, index int64) cache.StringCmd {
+	return p.p.LIndex(ctx, key, index)
+}
+
+// LPop implements cache.Pipeliner.
+func (p *pipelineImpl) LPop(ctx context.Context, key string) cache.StringCmd {
+	return p.p.LPop(ctx, key)
+}
+
+// LPush implements cache.Pipeliner.
+func (p *pipelineImpl) LPush(ctx context.Context, key string, values ...interface{}) cache.IntCmd {
+	return p.p.LPush(ctx, key, values...)
+}
+
+// LRange implements cache.Pipeliner.
+func (p *pipelineImpl) LRange(ctx context.Context, key string, start int64, stop int64) cache.StringSliceCmd {
+	return p.p.LRange(ctx, key, start, stop)
+}
+
+// LSet implements cache.Pipeliner.
+func (p *pipelineImpl) LSet(ctx context.Context, key string, index int64, value interface{}) cache.StatusCmd {
+	return p.p.LSet(ctx, key, index, value)
+}
+
+// Pipeline implements cache.Pipeliner.
+func (p *pipelineImpl) Pipeline() cache.Pipeliner {
+	return p
+}
+
+// RPush implements cache.Pipeliner.
+func (p *pipelineImpl) RPush(ctx context.Context, key string, values ...interface{}) cache.IntCmd {
+	return p.p.RPush(ctx, key, values...)
+}
+
+// Set implements cache.Pipeliner.
+func (p *pipelineImpl) Set(ctx context.Context, key string, value interface{}, expiration time.Duration) cache.StatusCmd {
+	return p.p.Set(ctx, key, value, expiration)
 }
diff --git a/backend/infra/impl/checkpoint/redis.go b/backend/infra/impl/checkpoint/redis.go
index 059bc907..7724a59e 100644
--- a/backend/infra/impl/checkpoint/redis.go
+++ b/backend/infra/impl/checkpoint/redis.go
@@ -23,7 +23,6 @@ import (
 	"time"
 
 	"github.com/cloudwego/eino/compose"
-	"github.com/redis/go-redis/v9"
 
 	"github.com/coze-dev/coze-studio/backend/infra/contract/cache"
 )
@@ -52,6 +51,6 @@ func (r *redisStore) Set(ctx context.Context, checkPointID string, checkPoint []
 	return r.client.Set(ctx, fmt.Sprintf(checkpointKeyTpl, checkPointID), checkPoint, checkpointExpire).Err()
 }
 
-func NewRedisStore(client *redis.Client) compose.CheckPointStore {
+func NewRedisStore(client cache.Cmdable) compose.CheckPointStore {
 	return &redisStore{client: client}
 }