diff --git a/.env.example b/.env.example
index d248ef563..94166eb60 100644
--- a/.env.example
+++ b/.env.example
@@ -91,6 +91,12 @@ REDIS_SENTINEL_USERNAME=
 REDIS_SENTINEL_PASSWORD=
 REDIS_SENTINEL_SOCKET_TIMEOUT=0.1
 
+# redis cluster
+# Cluster Format: `<ip1>:<port1>,<ip2:<port2>`
+REDIS_USE_CLUSTERS=false
+REDIS_CLUSTERS=
+REDIS_CLUSTERS_PASSWORD=
+
 DB_TYPE=postgresql
 DB_USERNAME=postgres
 DB_PASSWORD=difyai123456
diff --git a/internal/core/plugin_manager/manager.go b/internal/core/plugin_manager/manager.go
index e0858eef5..793fc71ec 100644
--- a/internal/core/plugin_manager/manager.go
+++ b/internal/core/plugin_manager/manager.go
@@ -119,7 +119,17 @@ func (p *PluginManager) Launch(configuration *app.Config) {
 		); err != nil {
 			log.Panic("init redis sentinel client failed: %s", err.Error())
 		}
-	} else {
+	} else if configuration.RedisUseClusters {
+		// use redis cluster mode
+		if err := cache.InitRedisClusterClient(
+		configuration.RedisClusters,
+		configuration.RedisClustersPassword,
+		configuration.RedisUseSsl,
+	); err != nil {
+		log.Panic("init redis cluster client failed: %s", err.Error())
+	}
+		log.Info("redis cluster client initialized")
+	}else {
 		if err := cache.InitRedisClient(
 			fmt.Sprintf("%s:%d", configuration.RedisHost, configuration.RedisPort),
 			configuration.RedisUser,
@@ -129,6 +139,7 @@ func (p *PluginManager) Launch(configuration *app.Config) {
 		); err != nil {
 			log.Panic("init redis client failed: %s", err.Error())
 		}
+		log.Info("redis standalone client initialized")
 	}
 
 	invocation, err := calldify.NewDifyInvocationDaemon(
diff --git a/internal/types/app/config.go b/internal/types/app/config.go
index 1808c1e68..15840091e 100644
--- a/internal/types/app/config.go
+++ b/internal/types/app/config.go
@@ -121,6 +121,11 @@ type Config struct {
 	RedisSentinelPassword      string  `envconfig:"REDIS_SENTINEL_PASSWORD"`
 	RedisSentinelSocketTimeout float64 `envconfig:"REDIS_SENTINEL_SOCKET_TIMEOUT"`
 
+	// redis clusters
+	RedisUseClusters      bool     `envconfig:"REDIS_USE_CLUSTERS"`
+	RedisClusters         []string `envconfig:"REDIS_CLUSTERS"`
+	RedisClustersPassword string   `envconfig:"REDIS_CLUSTERS_PASSWORD"`
+
 	// database
 	DBType            string `envconfig:"DB_TYPE" default:"postgresql"`
 	DBUsername        string `envconfig:"DB_USERNAME" validate:"required"`
diff --git a/pkg/utils/cache/redis.go b/pkg/utils/cache/redis.go
index d0130d6b0..3333489a9 100644
--- a/pkg/utils/cache/redis.go
+++ b/pkg/utils/cache/redis.go
@@ -73,6 +73,25 @@ func InitRedisSentinelClient(sentinels []string, masterName, username, password,
 	return nil
 }
 
+// InitRedisClusterClient 初始化集群 Redis 客户端
+func InitRedisClusterClient(addrs []string, password string, useSsl bool) error {
+	opts := &redis.ClusterOptions{
+		Addrs:    addrs,
+		Password: password,
+	}
+
+	if useSsl {
+		opts.TLSConfig = &tls.Config{}
+	}
+
+	client = redis.NewClusterClient(opts)
+
+	if _, err := client.Ping(context.Background()).Result(); err != nil {
+		return err
+	}
+	return nil
+}
+
 // Close the redis client
 func Close() error {
 	if client == nil {
@@ -508,11 +527,26 @@ func Expire(key string, time time.Duration, context ...redis.Cmdable) (bool, err
 	return getCmdable(context...).Expire(ctx, serialKey(key), time).Result()
 }
 
-func Transaction(fn func(redis.Pipeliner) error) error {
+func Transaction(fn func(redis.Pipeliner) error, keys ...string) error {
 	if client == nil {
 		return ErrDBNotInit
 	}
 
+	// Fix: If no keys provided, use plain Pipeline instead of Watch transaction
+	if len(keys) == 0 {
+		_, err := client.TxPipelined(ctx, fn)
+		if err == redis.Nil {
+			return nil
+		}
+		return err
+	}
+
+	// Serialize watch keys
+	watchKeys := make([]string, len(keys))
+	for i, key := range keys {
+		watchKeys[i] = serialKey(key)
+	}
+
 	return client.Watch(ctx, func(tx *redis.Tx) error {
 		_, err := tx.TxPipelined(ctx, func(p redis.Pipeliner) error {
 			return fn(p)
@@ -521,7 +555,7 @@ func Transaction(fn func(redis.Pipeliner) error) error {
 			return nil
 		}
 		return err
-	})
+	}, watchKeys...)
 }
 
 func Publish(channel string, message any, context ...redis.Cmdable) error {
@@ -537,8 +571,15 @@ func Publish(channel string, message any, context ...redis.Cmdable) error {
 }
 
 func Subscribe[T any](channel string) (<-chan T, func()) {
-	pubsub := client.Subscribe(ctx, channel)
 	ch := make(chan T)
+
+	if client == nil {
+		log.Error("redis client not initialized")
+		close(ch)
+		return ch, func() {}
+	}
+
+	pubsub := client.Subscribe(ctx, channel)
 	connectionEstablished := make(chan bool)
 
 	go func() {
diff --git a/pkg/utils/cache/redis_test.go b/pkg/utils/cache/redis_test.go
index fae22d56b..3448f06e7 100644
--- a/pkg/utils/cache/redis_test.go
+++ b/pkg/utils/cache/redis_test.go
@@ -57,7 +57,7 @@ func TestRedisTransaction(t *testing.T) {
 		}
 
 		return errors.New("test transaction error")
-	})
+	}, strings.Join([]string{TEST_PREFIX, "key"}, ":"))
 
 	if err == nil {
 		t.Errorf("transaction should return error")
@@ -93,7 +93,7 @@ func TestRedisTransaction(t *testing.T) {
 		}
 
 		return nil
-	})
+	}, strings.Join([]string{TEST_PREFIX, "key"}, ":"))
 
 	if err != nil {
 		t.Errorf("transaction should not return error")