diff --git a/conf/pika.conf b/conf/pika.conf
index 0edf4f4e55..12c54cacf2 100644
--- a/conf/pika.conf
+++ b/conf/pika.conf
@@ -386,6 +386,12 @@ thread-migrate-keys-num : 64
 # The slot number of pika when used with codis.
 default-slot-num : 1024
 
+# enable-partitioned-index-filters [yes | no]
+# When `cache-index-and-filter-blocks` is enabled, `pin_l0_filter_and_index_blocks_in_cache` 
+# and `cache-index-and-filter-blocks` is suggested to be enabled
+# https://github.com/facebook/rocksdb/wiki/Partitioned-Index-Filters
+# enable-partitioned-index-filters: default no
+
 # whether or not index and filter blocks is stored in block cache
 # cache-index-and-filter-blocks: no
 
diff --git a/include/pika_conf.h b/include/pika_conf.h
index ed662ad2ee..8128322019 100644
--- a/include/pika_conf.h
+++ b/include/pika_conf.h
@@ -299,6 +299,10 @@ class PikaConf : public pstd::BaseConf {
     std::shared_lock l(rwlock_);
     return share_block_cache_;
   }
+  bool enable_partitioned_index_filters() {
+    std::shared_lock l(rwlock_);
+    return enable_partitioned_index_filters_;
+  }
   bool cache_index_and_filter_blocks() {
     std::shared_lock l(rwlock_);
     return cache_index_and_filter_blocks_;
@@ -851,6 +855,7 @@ class PikaConf : public pstd::BaseConf {
   int64_t block_cache_ = 0;
   int64_t num_shard_bits_ = 0;
   bool share_block_cache_ = false;
+  bool enable_partitioned_index_filters_ = false;
   bool cache_index_and_filter_blocks_ = false;
   bool pin_l0_filter_and_index_blocks_in_cache_ = false;
   bool optimize_filters_for_hits_ = false;
diff --git a/src/pika_admin.cc b/src/pika_admin.cc
index 9124c1a52c..c0dc25f166 100644
--- a/src/pika_admin.cc
+++ b/src/pika_admin.cc
@@ -1715,6 +1715,12 @@ void ConfigCmd::ConfigGet(std::string& ret) {
     EncodeString(&config_body, g_pika_conf->share_block_cache() ? "yes" : "no");
   }
 
+  if (pstd::stringmatch(pattern.data(), "enable-partitioned-index-filters", 1) != 0) {
+    elements += 2;
+    EncodeString(&config_body, "enable-partitioned-index-filters");
+    EncodeString(&config_body, g_pika_conf->enable_partitioned_index_filters() ? "yes" : "no");
+  }
+
   if (pstd::stringmatch(pattern.data(), "cache-index-and-filter-blocks", 1) != 0) {
     elements += 2;
     EncodeString(&config_body, "cache-index-and-filter-blocks");
diff --git a/src/pika_conf.cc b/src/pika_conf.cc
index 3f264d41ab..52a9ecbb5d 100644
--- a/src/pika_conf.cc
+++ b/src/pika_conf.cc
@@ -448,6 +448,10 @@ int PikaConf::Load() {
   GetConfStr("share-block-cache", &sbc);
   share_block_cache_ = sbc == "yes";
 
+  std::string epif;
+  GetConfStr("enable-partitioned-index-filters", &epif);
+  enable_partitioned_index_filters_ = epif == "yes";
+
   std::string ciafb;
   GetConfStr("cache-index-and-filter-blocks", &ciafb);
   cache_index_and_filter_blocks_ = ciafb == "yes";
diff --git a/src/pika_server.cc b/src/pika_server.cc
index 7b7dfe1c41..0be6903606 100644
--- a/src/pika_server.cc
+++ b/src/pika_server.cc
@@ -1398,6 +1398,17 @@ void PikaServer::InitStorageOptions() {
   // for column-family options
   storage_options_.options.ttl = g_pika_conf->rocksdb_ttl_second();
   storage_options_.options.periodic_compaction_seconds = g_pika_conf->rocksdb_periodic_compaction_second();
+
+  // For Partitioned Index Filters
+  if (g_pika_conf->enable_partitioned_index_filters()) {
+    storage_options_.table_options.index_type = rocksdb::BlockBasedTableOptions::IndexType::kTwoLevelIndexSearch;
+    storage_options_.table_options.filter_policy.reset(rocksdb::NewBloomFilterPolicy(10, false));
+    storage_options_.table_options.partition_filters = true;
+    storage_options_.table_options.metadata_block_size = 4096;
+    storage_options_.table_options.cache_index_and_filter_blocks_with_high_priority = true;
+    storage_options_.table_options.pin_top_level_index_and_filter = true; 
+    storage_options_.table_options.optimize_filters_for_memory = true;
+  }
 }
 
 storage::Status PikaServer::RewriteStorageOptions(const storage::OptionType& option_type,