diff --git a/include/pika_client_conn.h b/include/pika_client_conn.h
index 9008d848c8..30a371f6cf 100644
--- a/include/pika_client_conn.h
+++ b/include/pika_client_conn.h
@@ -19,6 +19,7 @@ struct TimeStat {
   void Reset() {
     enqueue_ts_ = dequeue_ts_ = 0;
     process_done_ts_ = 0;
+    before_queue_ts_ = 0;
   }
 
   uint64_t start_ts() const {
@@ -37,8 +38,13 @@ struct TimeStat {
     return process_done_ts_ > dequeue_ts_ ? process_done_ts_ - dequeue_ts_ : 0;
   }
 
+  uint64_t before_queue_time() const {
+    return process_done_ts_ > dequeue_ts_ ? before_queue_ts_ - enqueue_ts_ : 0;
+  }
+
   uint64_t enqueue_ts_;
   uint64_t dequeue_ts_;
+  uint64_t before_queue_ts_;
   uint64_t process_done_ts_;
 };
 
@@ -67,8 +73,11 @@ class PikaClientConn : public net::RedisConn {
                  const net::HandleType& handle_type, int max_conn_rbuf_size);
   ~PikaClientConn() = default;
 
+  bool IsInterceptedByRTC(std::string& opt);
+
   void ProcessRedisCmds(const std::vector<net::RedisCmdArgsType>& argvs, bool async, std::string* response) override;
 
+  bool ReadCmdInCache(const net::RedisCmdArgsType& argv, const std::string& opt);
   void BatchExecRedisCmd(const std::vector<net::RedisCmdArgsType>& argvs);
   int DealMessage(const net::RedisCmdArgsType& argv, std::string* response) override { return 0; }
   static void DoBackgroundTask(void* arg);
diff --git a/include/pika_command.h b/include/pika_command.h
index 2c1d5c84fb..de06c332c8 100644
--- a/include/pika_command.h
+++ b/include/pika_command.h
@@ -247,6 +247,7 @@ const std::string kCmdNameXInfo = "xinfo";
 
 const std::string kClusterPrefix = "pkcluster";
 
+
 /*
  * If a type holds a key, a new data structure
  * that uses the key will use this error
@@ -289,7 +290,7 @@ enum CmdFlags {
   kCmdFlagsOperateKey = (1 << 19),  // redis keySpace
   kCmdFlagsStream = (1 << 20),
   kCmdFlagsFast = (1 << 21),
-  kCmdFlagsSlow = (1 << 22),
+  kCmdFlagsSlow = (1 << 22)
 };
 
 void inline RedisAppendContent(std::string& str, const std::string& value);
@@ -536,6 +537,7 @@ class Cmd : public std::enable_shared_from_this<Cmd> {
   bool hasFlag(uint32_t flag) const;
   bool is_read() const;
   bool is_write() const;
+  bool isCacheRead() const;
 
   bool IsLocal() const;
   bool IsSuspend() const;
@@ -579,6 +581,7 @@ class Cmd : public std::enable_shared_from_this<Cmd> {
   void ProcessCommand(const HintKeys& hint_key = HintKeys());
   void InternalProcessCommand(const HintKeys& hint_key);
   void DoCommand(const HintKeys& hint_key);
+  bool DoReadCommandInCache();
   void LogCommand() const;
 
   std::string name_;
diff --git a/src/pika_client_conn.cc b/src/pika_client_conn.cc
index daff036ceb..7834c057ef 100644
--- a/src/pika_client_conn.cc
+++ b/src/pika_client_conn.cc
@@ -18,6 +18,7 @@
 #include "include/pika_server.h"
 #include "net/src/dispatch_thread.h"
 #include "net/src/worker_thread.h"
+#include "src/pstd/include/scope_record_lock.h"
 
 extern std::unique_ptr<PikaConf> g_pika_conf;
 extern PikaServer* g_pika_server;
@@ -237,6 +238,7 @@ void PikaClientConn::ProcessSlowlog(const PikaCmdArgsType& argv, uint64_t do_dur
       LOG(ERROR) << "ip_port: " << ip_port() << ", db: " << current_db_ << ", command:" << slow_log
                  << ", command_size: " << cmd_size - 1 << ", arguments: " << argv.size()
                  << ", total_time(ms): " << time_stat_->total_time() / 1000
+                 << ", before_queue_time(ms): " << time_stat_->before_queue_time() / 1000
                  << ", queue_time(ms): " << time_stat_->queue_time() / 1000
                  << ", process_time(ms): " << time_stat_->process_time() / 1000
                  << ", cmd_time(ms): " << do_duration / 1000;
@@ -255,13 +257,24 @@ void PikaClientConn::ProcessMonitor(const PikaCmdArgsType& argv) {
   g_pika_server->AddMonitorMessage(monitor_message);
 }
 
+bool PikaClientConn::IsInterceptedByRTC(std::string& opt) {
+  //currently we only Intercept: Get, HGet
+  if (opt == kCmdNameGet && g_pika_conf->GetCacheString()) {
+    return true;
+  }
+  if (opt == kCmdNameHGet && g_pika_conf->GetCacheHash()) {
+    return true;
+  }
+  return false;
+}
+
 void PikaClientConn::ProcessRedisCmds(const std::vector<net::RedisCmdArgsType>& argvs, bool async,
                                       std::string* response) {
   time_stat_->Reset();
   if (async) {
     auto arg = new BgTaskArg();
     arg->redis_cmds = argvs;
-    time_stat_->enqueue_ts_ = pstd::NowMicros();
+    time_stat_->enqueue_ts_ = time_stat_->before_queue_ts_ = pstd::NowMicros();
     arg->conn_ptr = std::dynamic_pointer_cast<PikaClientConn>(shared_from_this());
     /**
      * If using the pipeline method to transmit batch commands to Pika, it is unable to
@@ -273,6 +286,19 @@ void PikaClientConn::ProcessRedisCmds(const std::vector<net::RedisCmdArgsType>&
     pstd::StringToLower(opt);
     bool is_slow_cmd = g_pika_conf->is_slow_cmd(opt);
     bool is_admin_cmd = g_pika_conf->is_admin_cmd(opt);
+
+    //we don't intercept pipeline batch (argvs.size() > 1)
+    if (argvs.size() == 1 && IsInterceptedByRTC(opt) &&
+        PIKA_CACHE_NONE != g_pika_conf->cache_mode() &&
+        !IsInTxn()) {
+      // read in cache
+      if (ReadCmdInCache(argvs[0], opt)) {
+        delete arg;
+        return;
+      }
+      time_stat_->before_queue_ts_ = pstd::NowMicros();
+    }
+
     g_pika_server->ScheduleClientPool(&DoBackgroundTask, arg, is_slow_cmd, is_admin_cmd);
     return;
   }
@@ -308,6 +334,51 @@ void PikaClientConn::BatchExecRedisCmd(const std::vector<net::RedisCmdArgsType>&
   TryWriteResp();
 }
 
+bool PikaClientConn::ReadCmdInCache(const net::RedisCmdArgsType& argv, const std::string& opt) {
+  resp_num.store(1);
+  std::shared_ptr<Cmd> c_ptr = g_pika_cmd_table_manager->GetCmd(opt);
+  if (!c_ptr) {
+    return false;
+  }
+  // Check authed
+  if (AuthRequired()) {  // the user is not authed, need to do auth
+    if (!(c_ptr->flag() & kCmdFlagsNoAuth)) {
+      return false;
+    }
+  }
+  // Initial
+  c_ptr->Initial(argv, current_db_);
+  //acl check
+  int8_t subCmdIndex = -1;
+  std::string errKey;
+  auto checkRes = user_->CheckUserPermission(c_ptr, argv, subCmdIndex, &errKey);
+  std::string object;
+  if (checkRes == AclDeniedCmd::CMD ||
+      checkRes == AclDeniedCmd::KEY ||
+      checkRes == AclDeniedCmd::CHANNEL ||
+      checkRes == AclDeniedCmd::NO_SUB_CMD ||
+      checkRes == AclDeniedCmd::NO_AUTH
+      ) {
+    //acl check failed
+    return false;
+  }
+  //only read command(Get, HGet) will reach here, no need of record lock
+  if (c_ptr->db_->cache()->CacheStatus() != PIKA_CACHE_STATUS_OK) {
+    return false;
+  }
+  bool read_status = c_ptr->DoReadCommandInCache();
+  auto cmdstat_map = g_pika_cmd_table_manager->GetCommandStatMap();
+  resp_num--;
+  if (read_status) {
+    time_stat_->process_done_ts_ = pstd::NowMicros();
+    (*cmdstat_map)[argv[0]].cmd_count.fetch_add(1);
+    (*cmdstat_map)[argv[0]].cmd_time_consuming.fetch_add(time_stat_->total_time());
+    resp_array.emplace_back(std::make_shared<std::string>(std::move(c_ptr->res().message())));
+    TryWriteResp();
+  }
+  return read_status;
+}
+
 void PikaClientConn::TryWriteResp() {
   int expected = 0;
   if (resp_num.compare_exchange_strong(expected, -1)) {
diff --git a/src/pika_command.cc b/src/pika_command.cc
index bae2edd144..b92f75dd22 100644
--- a/src/pika_command.cc
+++ b/src/pika_command.cc
@@ -243,7 +243,7 @@ void InitCmdTable(CmdTable* cmd_table) {
   cmd_table->insert(std::pair<std::string, std::unique_ptr<Cmd>>(kCmdNameSet, std::move(setptr)));
   ////GetCmd
   std::unique_ptr<Cmd> getptr =
-      std::make_unique<GetCmd>(kCmdNameGet, 2, kCmdFlagsRead |  kCmdFlagsKv  | kCmdFlagsDoThroughDB | kCmdFlagsUpdateCache | kCmdFlagsReadCache | kCmdFlagsSlow);
+      std::make_unique<GetCmd>(kCmdNameGet, 2, kCmdFlagsRead | kCmdFlagsKv  | kCmdFlagsDoThroughDB | kCmdFlagsUpdateCache | kCmdFlagsReadCache | kCmdFlagsSlow);
   cmd_table->insert(std::pair<std::string, std::unique_ptr<Cmd>>(kCmdNameGet, std::move(getptr)));
   ////DelCmd
   std::unique_ptr<Cmd> delptr =
@@ -392,7 +392,7 @@ void InitCmdTable(CmdTable* cmd_table) {
   cmd_table->insert(std::pair<std::string, std::unique_ptr<Cmd>>(kCmdNameHSet, std::move(hsetptr)));
   ////HGetCmd
   std::unique_ptr<Cmd> hgetptr =
-      std::make_unique<HGetCmd>(kCmdNameHGet, 3, kCmdFlagsRead |  kCmdFlagsHash | kCmdFlagsUpdateCache | kCmdFlagsDoThroughDB | kCmdFlagsReadCache | kCmdFlagsFast);
+      std::make_unique<HGetCmd>(kCmdNameHGet, 3, kCmdFlagsRead |  kCmdFlagsHash | kCmdFlagsUpdateCache | kCmdFlagsDoThroughDB | kCmdFlagsReadCache |kCmdFlagsFast);
   cmd_table->insert(std::pair<std::string, std::unique_ptr<Cmd>>(kCmdNameHGet, std::move(hgetptr)));
   ////HGetallCmd
   std::unique_ptr<Cmd> hgetallptr =
@@ -400,7 +400,7 @@ void InitCmdTable(CmdTable* cmd_table) {
   cmd_table->insert(std::pair<std::string, std::unique_ptr<Cmd>>(kCmdNameHGetall, std::move(hgetallptr)));
   ////HExistsCmd
   std::unique_ptr<Cmd> hexistsptr =
-      std::make_unique<HExistsCmd>(kCmdNameHExists, 3, kCmdFlagsRead |  kCmdFlagsHash | kCmdFlagsUpdateCache | kCmdFlagsDoThroughDB | kCmdFlagsReadCache | kCmdFlagsFast);
+      std::make_unique<HExistsCmd>(kCmdNameHExists, 3, kCmdFlagsRead |  kCmdFlagsHash | kCmdFlagsUpdateCache | kCmdFlagsDoThroughDB | kCmdFlagsReadCache | kCmdFlagsFast );
   cmd_table->insert(std::pair<std::string, std::unique_ptr<Cmd>>(kCmdNameHExists, std::move(hexistsptr)));
   ////HIncrbyCmd
   std::unique_ptr<Cmd> hincrbyptr =
@@ -420,7 +420,7 @@ void InitCmdTable(CmdTable* cmd_table) {
   cmd_table->insert(std::pair<std::string, std::unique_ptr<Cmd>>(kCmdNameHLen, std::move(hlenptr)));
   ////HMgetCmd
   std::unique_ptr<Cmd> hmgetptr =
-      std::make_unique<HMgetCmd>(kCmdNameHMget, -3, kCmdFlagsRead |  kCmdFlagsHash | kCmdFlagsUpdateCache | kCmdFlagsDoThroughDB | kCmdFlagsReadCache | kCmdFlagsFast);
+      std::make_unique<HMgetCmd>(kCmdNameHMget, -3, kCmdFlagsRead |  kCmdFlagsHash | kCmdFlagsUpdateCache | kCmdFlagsDoThroughDB | kCmdFlagsReadCache |kCmdFlagsFast);
   cmd_table->insert(std::pair<std::string, std::unique_ptr<Cmd>>(kCmdNameHMget, std::move(hmgetptr)));
   ////HMsetCmd
   std::unique_ptr<Cmd> hmsetptr =
@@ -736,50 +736,50 @@ void InitCmdTable(CmdTable* cmd_table) {
   // PubSub
   ////Publish
   std::unique_ptr<Cmd> publishptr =
-      std::make_unique<PublishCmd>(kCmdNamePublish, 3, kCmdFlagsRead | kCmdFlagsPubSub | kCmdFlagsFast);
+      std::make_unique<PublishCmd>(kCmdNamePublish, 3, kCmdFlagsRead | kCmdFlagsPubSub | kCmdFlagsFast );
   cmd_table->insert(std::pair<std::string, std::unique_ptr<Cmd>>(kCmdNamePublish, std::move(publishptr)));
   ////Subscribe
   std::unique_ptr<Cmd> subscribeptr =
-      std::make_unique<SubscribeCmd>(kCmdNameSubscribe, -2, kCmdFlagsRead | kCmdFlagsPubSub | kCmdFlagsSlow);
+      std::make_unique<SubscribeCmd>(kCmdNameSubscribe, -2, kCmdFlagsRead | kCmdFlagsPubSub | kCmdFlagsSlow );
   cmd_table->insert(std::pair<std::string, std::unique_ptr<Cmd>>(kCmdNameSubscribe, std::move(subscribeptr)));
   ////UnSubscribe
   std::unique_ptr<Cmd> unsubscribeptr =
-      std::make_unique<UnSubscribeCmd>(kCmdNameUnSubscribe, -1, kCmdFlagsRead | kCmdFlagsPubSub | kCmdFlagsSlow);
+      std::make_unique<UnSubscribeCmd>(kCmdNameUnSubscribe, -1, kCmdFlagsRead | kCmdFlagsPubSub | kCmdFlagsSlow );
   cmd_table->insert(std::pair<std::string, std::unique_ptr<Cmd>>(kCmdNameUnSubscribe, std::move(unsubscribeptr)));
   ////PSubscribe
   std::unique_ptr<Cmd> psubscribeptr =
-      std::make_unique<PSubscribeCmd>(kCmdNamePSubscribe, -2, kCmdFlagsRead | kCmdFlagsPubSub | kCmdFlagsSlow);
+      std::make_unique<PSubscribeCmd>(kCmdNamePSubscribe, -2, kCmdFlagsRead | kCmdFlagsPubSub | kCmdFlagsSlow );
   cmd_table->insert(std::pair<std::string, std::unique_ptr<Cmd>>(kCmdNamePSubscribe, std::move(psubscribeptr)));
   ////PUnSubscribe
   std::unique_ptr<Cmd> punsubscribeptr =
-      std::make_unique<PUnSubscribeCmd>(kCmdNamePUnSubscribe, -1, kCmdFlagsRead | kCmdFlagsPubSub | kCmdFlagsSlow);
+      std::make_unique<PUnSubscribeCmd>(kCmdNamePUnSubscribe, -1, kCmdFlagsRead | kCmdFlagsPubSub | kCmdFlagsSlow );
   cmd_table->insert(std::pair<std::string, std::unique_ptr<Cmd>>(kCmdNamePUnSubscribe, std::move(punsubscribeptr)));
   ////PubSub
   std::unique_ptr<Cmd> pubsubptr =
-      std::make_unique<PubSubCmd>(kCmdNamePubSub, -2, kCmdFlagsRead | kCmdFlagsPubSub | kCmdFlagsSlow);
+      std::make_unique<PubSubCmd>(kCmdNamePubSub, -2, kCmdFlagsRead | kCmdFlagsPubSub | kCmdFlagsSlow );
   cmd_table->insert(std::pair<std::string, std::unique_ptr<Cmd>>(kCmdNamePubSub, std::move(pubsubptr)));
 
   ////ACL
-  std::unique_ptr<Cmd> aclptr = std::make_unique<PikaAclCmd>(KCmdNameAcl, -2, kCmdFlagsAdmin | kCmdFlagsSlow);
+  std::unique_ptr<Cmd> aclptr = std::make_unique<PikaAclCmd>(KCmdNameAcl, -2, kCmdFlagsAdmin | kCmdFlagsSlow );
   cmd_table->insert(std::pair<std::string, std::unique_ptr<Cmd>>(KCmdNameAcl, std::move(aclptr)));
 
   // Transaction
   ////Multi
   std::unique_ptr<Cmd> multiptr =
-      std::make_unique<MultiCmd>(kCmdNameMulti, 1, kCmdFlagsRead | kCmdFlagsFast);
+      std::make_unique<MultiCmd>(kCmdNameMulti, 1, kCmdFlagsRead | kCmdFlagsFast );
   cmd_table->insert(std::pair<std::string, std::unique_ptr<Cmd>>(kCmdNameMulti, std::move(multiptr)));
   ////Exec
   std::unique_ptr<Cmd> execptr = std::make_unique<ExecCmd>(
-      kCmdNameExec, 1, kCmdFlagsRead | kCmdFlagsWrite | kCmdFlagsSuspend | kCmdFlagsSlow);
+      kCmdNameExec, 1, kCmdFlagsRead | kCmdFlagsWrite | kCmdFlagsSuspend | kCmdFlagsSlow );
   cmd_table->insert(std::pair<std::string, std::unique_ptr<Cmd>>(kCmdNameExec, std::move(execptr)));
   ////Discard
-  std::unique_ptr<Cmd> discardptr = std::make_unique<DiscardCmd>(kCmdNameDiscard, 1, kCmdFlagsRead | kCmdFlagsFast);
+  std::unique_ptr<Cmd> discardptr = std::make_unique<DiscardCmd>(kCmdNameDiscard, 1, kCmdFlagsRead | kCmdFlagsFast );
   cmd_table->insert(std::pair<std::string, std::unique_ptr<Cmd>>(kCmdNameDiscard, std::move(discardptr)));
   ////Watch
-  std::unique_ptr<Cmd> watchptr = std::make_unique<WatchCmd>(kCmdNameWatch, -2, kCmdFlagsRead | kCmdFlagsFast);
+  std::unique_ptr<Cmd> watchptr = std::make_unique<WatchCmd>(kCmdNameWatch, -2, kCmdFlagsRead | kCmdFlagsFast );
   cmd_table->insert(std::pair<std::string, std::unique_ptr<Cmd>>(kCmdNameWatch, std::move(watchptr)));
   ////Unwatch
-  std::unique_ptr<Cmd> unwatchptr = std::make_unique<UnwatchCmd>(kCmdNameUnWatch, 1, kCmdFlagsRead | kCmdFlagsFast);
+  std::unique_ptr<Cmd> unwatchptr = std::make_unique<UnwatchCmd>(kCmdNameUnWatch, 1, kCmdFlagsRead | kCmdFlagsFast );
   cmd_table->insert(std::pair<std::string, std::unique_ptr<Cmd>>(kCmdNameUnWatch, std::move(unwatchptr)));
 
   // Stream
@@ -911,6 +911,29 @@ void Cmd::DoCommand(const HintKeys& hint_keys) {
   }
 }
 
+bool Cmd::DoReadCommandInCache() {
+  if (!IsSuspend()) {
+    db_->DBLockShared();
+  }
+  DEFER {
+    if (!IsSuspend()) {
+      db_->DBUnlockShared();
+    }
+  };
+
+  if (db_->cache()->CacheStatus() == PIKA_CACHE_STATUS_OK) {
+      if (IsNeedReadCache()) {
+        ReadCache();
+      }
+      // return true only the read command hit
+      if (is_read() && !res().CacheMiss()) {
+        return true;
+      }
+  }
+  return false;
+}
+
+
 void Cmd::DoBinlog() {
   if (res().ok() && is_write() && g_pika_conf->write_binlog()) {
     std::shared_ptr<net::NetConn> conn_ptr = GetConn();