diff --git a/src/core/CMakeLists.txt b/src/core/CMakeLists.txt
index 24c16cf92..edc2fb6a8 100644
--- a/src/core/CMakeLists.txt
+++ b/src/core/CMakeLists.txt
@@ -3,7 +3,7 @@ add_library(dfly_core compact_object.cc dragonfly_core.cc extent_tree.cc
     segment_allocator.cc simple_lru_counter.cc small_string.cc tx_queue.cc dense_set.cc
     string_set.cc string_map.cc detail/bitpacking.cc)
 
-cxx_link(dfly_core base absl::flat_hash_map absl::str_format redis_lib TRDP::lua lua_modules
+cxx_link(dfly_core base query_parser absl::flat_hash_map absl::str_format redis_lib TRDP::lua lua_modules
     fibers2 TRDP::jsoncons OpenSSL::Crypto)
 
 add_executable(dash_bench dash_bench.cc)
diff --git a/src/core/search/CMakeLists.txt b/src/core/search/CMakeLists.txt
index 50be4e583..f98bda960 100644
--- a/src/core/search/CMakeLists.txt
+++ b/src/core/search/CMakeLists.txt
@@ -3,6 +3,7 @@ gen_bison(parser)
 
 cur_gen_dir(gen_dir)
 
-add_library(query_parser base.cc ast_expr.cc query_driver.cc ${gen_dir}/parser.cc ${gen_dir}/lexer.cc)
+add_library(query_parser base.cc ast_expr.cc query_driver.cc search.cc
+    ${gen_dir}/parser.cc ${gen_dir}/lexer.cc)
 target_link_libraries(query_parser base absl::strings TRDP::reflex)
 cxx_test(search_parser_test query_parser LABELS DFLY)
diff --git a/src/core/search/search.cc b/src/core/search/search.cc
new file mode 100644
index 000000000..1e98b2b77
--- /dev/null
+++ b/src/core/search/search.cc
@@ -0,0 +1,26 @@
+// Copyright 2023, DragonflyDB authors.  All rights reserved.
+// See LICENSE for licensing terms.
+//
+
+#include "core/search/search.h"
+
+#include "core/search/query_driver.h"
+
+using namespace std;
+
+namespace dfly::search {
+
+AstExpr ParseQuery(std::string_view query) {
+  QueryDriver driver{};
+  driver.ResetScanner();
+  driver.SetInput(std::string{query});
+  try {
+    (void)Parser (&driver)();
+  } catch (...) {
+    // TODO: return detailed error info
+    return {};
+  }
+  return driver.Get();
+}
+
+}  // namespace dfly::search
diff --git a/src/core/search/search.h b/src/core/search/search.h
new file mode 100644
index 000000000..4cc956b4c
--- /dev/null
+++ b/src/core/search/search.h
@@ -0,0 +1,13 @@
+// Copyright 2023, DragonflyDB authors.  All rights reserved.
+// See LICENSE for licensing terms.
+//
+
+#pragma once
+
+#include "core/search/ast_expr.h"
+
+namespace dfly::search {
+
+AstExpr ParseQuery(std::string_view query);
+
+}  // namespace dfly::search
diff --git a/src/server/CMakeLists.txt b/src/server/CMakeLists.txt
index f94098188..1b2cec4f2 100644
--- a/src/server/CMakeLists.txt
+++ b/src/server/CMakeLists.txt
@@ -16,7 +16,7 @@ cxx_link(dfly_transaction dfly_core strings_lib)
 
 add_library(dragonfly_lib channel_store.cc command_registry.cc
             config_flags.cc conn_context.cc debugcmd.cc dflycmd.cc
-            generic_family.cc hset_family.cc json_family.cc
+            generic_family.cc hset_family.cc json_family.cc search_family.cc
             list_family.cc main_service.cc memory_cmd.cc rdb_load.cc rdb_save.cc replica.cc
             snapshot.cc script_mgr.cc server_family.cc malloc_stats.cc
             set_family.cc stream_family.cc string_family.cc
@@ -49,6 +49,7 @@ cxx_test(journal_test dfly_test_lib LABELS DFLY)
 cxx_test(tiered_storage_test dfly_test_lib LABELS DFLY)
 cxx_test(top_keys_test dfly_test_lib LABELS DFLY)
 cxx_test(hll_family_test dfly_test_lib LABELS DFLY)
+cxx_test(search_family_test dfly_test_lib LABELS DFLY)
 
 add_custom_target(check_dfly WORKING_DIRECTORY .. COMMAND ctest -L DFLY)
 add_dependencies(check_dfly dragonfly_test json_family_test list_family_test
diff --git a/src/server/container_utils.cc b/src/server/container_utils.cc
index 91c1b5672..234000792 100644
--- a/src/server/container_utils.cc
+++ b/src/server/container_utils.cc
@@ -4,6 +4,8 @@
 #include "server/container_utils.h"
 
 #include "base/logging.h"
+#include "core/string_map.h"
+#include "core/string_set.h"
 
 extern "C" {
 #include "redis/intset.h"
@@ -16,6 +18,8 @@ extern "C" {
 
 namespace dfly::container_utils {
 
+using namespace std;
+
 quicklistEntry QLEntry() {
   quicklistEntry res{.quicklist = NULL,
                      .node = NULL,
@@ -158,4 +162,30 @@ bool IterateSortedSet(robj* zobj, const IterateSortedFunc& func, int32_t start,
   return false;
 }
 
+StringMap* GetStringMap(const PrimeValue& pv, const DbContext& db_context) {
+  DCHECK_EQ(pv.Encoding(), kEncodingStrMap2);
+  StringMap* res = static_cast<StringMap*>(pv.RObjPtr());
+  uint32_t map_time = MemberTimeSeconds(db_context.time_now_ms);
+  res->set_time(map_time);
+  return res;
+}
+
+optional<string_view> LpFind(uint8_t* lp, string_view key, uint8_t int_buf[]) {
+  uint8_t* fptr = lpFirst(lp);
+  DCHECK(fptr);
+
+  fptr = lpFind(lp, fptr, (unsigned char*)key.data(), key.size(), 1);
+  if (!fptr)
+    return std::nullopt;
+  uint8_t* vptr = lpNext(lp, fptr);
+  return LpGetView(vptr, int_buf);
+}
+
+string_view LpGetView(uint8_t* lp_it, uint8_t int_buf[]) {
+  int64_t ele_len = 0;
+  uint8_t* elem = lpGet(lp_it, &ele_len, int_buf);
+  DCHECK(elem);
+  return std::string_view{reinterpret_cast<char*>(elem), size_t(ele_len)};
+}
+
 }  // namespace dfly::container_utils
diff --git a/src/server/container_utils.h b/src/server/container_utils.h
index 11bf5aaeb..c6ad8a0a7 100644
--- a/src/server/container_utils.h
+++ b/src/server/container_utils.h
@@ -3,11 +3,12 @@
 //
 #pragma once
 
+#include "base/logging.h"
 #include "core/compact_object.h"
-#include "core/string_set.h"
 #include "server/table.h"
 
 extern "C" {
+#include "redis/listpack.h"
 #include "redis/object.h"
 #include "redis/quicklist.h"
 }
@@ -16,6 +17,8 @@ extern "C" {
 
 namespace dfly {
 
+class StringMap;
+
 namespace container_utils {
 
 // IsContainer returns true if the iterator points to a container type.
@@ -69,6 +72,15 @@ bool IterateSet(const PrimeValue& pv, const IterateFunc& func);
 bool IterateSortedSet(robj* zobj, const IterateSortedFunc& func, int32_t start = 0,
                       int32_t end = -1, bool reverse = false, bool use_score = false);
 
+// Get StringMap pointer from primetable value. Sets expire time from db_context
+StringMap* GetStringMap(const PrimeValue& pv, const DbContext& db_context);
+
+// Get string_view from listpack poiner. Intbuf to store integer values as strings.
+std::string_view LpGetView(uint8_t* lp_it, uint8_t int_buf[]);
+
+// Find value by key and return stringview to it, otherwise nullopt.
+std::optional<std::string_view> LpFind(uint8_t* lp, std::string_view key, uint8_t int_buf[]);
+
 };  // namespace container_utils
 
 }  // namespace dfly
diff --git a/src/server/hset_family.cc b/src/server/hset_family.cc
index 5c26d2d92..02370d025 100644
--- a/src/server/hset_family.cc
+++ b/src/server/hset_family.cc
@@ -16,6 +16,7 @@ extern "C" {
 #include "facade/error.h"
 #include "server/command_registry.h"
 #include "server/conn_context.h"
+#include "server/container_utils.h"
 #include "server/engine_shard_set.h"
 #include "server/transaction.h"
 
@@ -43,30 +44,9 @@ bool IsGoodForListpack(CmdArgList args, const uint8_t* lp) {
   return lpBytes(const_cast<uint8_t*>(lp)) + sum < kMaxListPackLen;
 }
 
-inline StringMap* GetStringMap(const PrimeValue& pv, const DbContext& db_context) {
-  StringMap* res = (StringMap*)pv.RObjPtr();
-  uint32_t map_time = MemberTimeSeconds(db_context.time_now_ms);
-  res->set_time(map_time);
-  return res;
-}
-
-inline string_view LpGetView(uint8_t* lp_it, uint8_t int_buf[]) {
-  int64_t ele_len = 0;
-  uint8_t* elem = lpGet(lp_it, &ele_len, int_buf);
-  DCHECK(elem);
-  return string_view{reinterpret_cast<char*>(elem), size_t(ele_len)};
-}
-
-optional<string_view> LpFind(uint8_t* lp, string_view key, uint8_t int_buf[]) {
-  uint8_t* fptr = lpFirst(lp);
-  DCHECK(fptr);
-
-  fptr = lpFind(lp, fptr, (unsigned char*)key.data(), key.size(), 1);
-  if (!fptr)
-    return nullopt;
-  uint8_t* vptr = lpNext(lp, fptr);
-  return LpGetView(vptr, int_buf);
-}
+using container_utils::GetStringMap;
+using container_utils::LpFind;
+using container_utils::LpGetView;
 
 pair<uint8_t*, bool> LpDelete(uint8_t* lp, string_view field) {
   uint8_t* fptr = lpFirst(lp);
diff --git a/src/server/main_service.cc b/src/server/main_service.cc
index 702f927d2..02d6e2682 100644
--- a/src/server/main_service.cc
+++ b/src/server/main_service.cc
@@ -32,6 +32,7 @@ extern "C" {
 #include "server/list_family.h"
 #include "server/multi_command_squasher.h"
 #include "server/script_mgr.h"
+#include "server/search_family.h"
 #include "server/server_state.h"
 #include "server/set_family.h"
 #include "server/stream_family.h"
@@ -1772,6 +1773,7 @@ void Service::RegisterCommands() {
   JsonFamily::Register(&registry_);
   BitOpsFamily::Register(&registry_);
   HllFamily::Register(&registry_);
+  SearchFamily::Register(&registry_);
 
   server_family_.Register(&registry_);
 
diff --git a/src/server/search_family.cc b/src/server/search_family.cc
new file mode 100644
index 000000000..e26786173
--- /dev/null
+++ b/src/server/search_family.cc
@@ -0,0 +1,243 @@
+// Copyright 2022, DragonflyDB authors.  All rights reserved.
+// See LICENSE for licensing terms.
+//
+
+#include "server/search_family.h"
+
+#include <variant>
+#include <vector>
+
+#include "base/logging.h"
+#include "core/search/search.h"
+#include "facade/reply_builder.h"
+#include "server/command_registry.h"
+#include "server/conn_context.h"
+#include "server/container_utils.h"
+#include "server/engine_shard_set.h"
+#include "server/transaction.h"
+
+extern "C" {
+#include "redis/listpack.h"
+#include "redis/object.h"
+};
+
+namespace dfly {
+
+using namespace std;
+using namespace facade;
+
+namespace {
+
+string_view SdsToSafeSv(sds str) {
+  return str != nullptr ? string_view{str, sdslen(str)} : ""sv;
+}
+
+using DocumentData = absl::flat_hash_map<std::string, std::string>;
+using SerializedDocument = pair<std::string /*key*/, DocumentData>;
+using Query = search::AstExpr;
+
+struct BaseAccessor : public search::HSetAccessor {
+  using FieldConsumer = search::HSetAccessor::FieldConsumer;
+
+  virtual DocumentData Serialize() const = 0;
+};
+
+struct ListPackAccessor : public BaseAccessor {
+  using LpPtr = uint8_t*;
+
+  ListPackAccessor(LpPtr ptr) : lp_{ptr} {
+  }
+
+  bool Check(FieldConsumer f, string_view active_field) const override {
+    std::array<uint8_t, LP_INTBUF_SIZE> intbuf;
+
+    if (!active_field.empty()) {
+      return f(container_utils::LpFind(lp_, active_field, intbuf.data()).value_or(""));
+    }
+
+    uint8_t* fptr = lpFirst(lp_);
+    DCHECK_NE(fptr, nullptr);
+
+    while (fptr) {
+      fptr = lpNext(lp_, fptr);  // skip key
+      string_view v = container_utils::LpGetView(fptr, intbuf.data());
+      fptr = lpNext(lp_, fptr);
+
+      if (f(v))
+        return true;
+    }
+
+    return false;
+  }
+
+  DocumentData Serialize() const override {
+    std::array<uint8_t, LP_INTBUF_SIZE> intbuf[2];
+    DocumentData out{};
+
+    uint8_t* fptr = lpFirst(lp_);
+    DCHECK_NE(fptr, nullptr);
+
+    while (fptr) {
+      string_view k = container_utils::LpGetView(fptr, intbuf[0].data());
+      fptr = lpNext(lp_, fptr);  // skip key
+      string_view v = container_utils::LpGetView(fptr, intbuf[1].data());
+      fptr = lpNext(lp_, fptr);
+
+      out[k] = v;
+    }
+
+    return out;
+  }
+
+ private:
+  LpPtr lp_;
+};
+
+struct StringMapAccessor : public BaseAccessor {
+  StringMapAccessor(StringMap* hset) : hset_{hset} {
+  }
+
+  bool Check(FieldConsumer f, string_view active_field) const override {
+    if (!active_field.empty()) {
+      return f(SdsToSafeSv(hset_->Find(active_field)));
+    }
+
+    for (const auto& [k, v] : *hset_) {
+      if (f(SdsToSafeSv(v)))
+        return true;
+    }
+
+    return false;
+  }
+
+  DocumentData Serialize() const override {
+    DocumentData out{};
+    for (const auto& [k, v] : *hset_)
+      out[SdsToSafeSv(k)] = SdsToSafeSv(v);
+    return out;
+  }
+
+ private:
+  StringMap* hset_;
+};
+
+unique_ptr<BaseAccessor> GetAccessor(const OpArgs& op_args, const PrimeValue& pv) {
+  if (pv.Encoding() == kEncodingListPack) {
+    auto ptr = reinterpret_cast<ListPackAccessor::LpPtr>(pv.RObjPtr());
+    return make_unique<ListPackAccessor>(ptr);
+  } else {
+    auto* sm = container_utils::GetStringMap(pv, op_args.db_cntx);
+    return make_unique<StringMapAccessor>(sm);
+  }
+}
+
+// Perform brute force search for all hashes in shard with specific prefix
+// that match the query
+void OpSearch(const OpArgs& op_args, string_view prefix, const Query& query,
+              vector<SerializedDocument>* shard_out) {
+  auto& db_slice = op_args.shard->db_slice();
+  DCHECK(db_slice.IsDbValid(op_args.db_cntx.db_index));
+  auto [prime_table, _] = db_slice.GetTables(op_args.db_cntx.db_index);
+
+  string scratch;
+  auto cb = [&](PrimeTable::iterator it) {
+    // Check entry is hash
+    const PrimeValue& pv = it->second;
+    if (pv.ObjType() != OBJ_HASH)
+      return;
+
+    // Check key starts with prefix
+    string_view key = it->first.GetSlice(&scratch);
+    if (key.rfind(prefix, 0) != 0)
+      return;
+
+    // Check entry matches filter
+    auto accessor = GetAccessor(op_args, pv);
+    if (query->Check(search::SearchInput{accessor.get()}))
+      shard_out->emplace_back(key, accessor->Serialize());
+  };
+
+  PrimeTable::Cursor cursor;
+  do {
+    cursor = prime_table->Traverse(cursor, cb);
+  } while (cursor);
+}
+
+}  // namespace
+
+void SearchFamily::FtCreate(CmdArgList args, ConnectionContext* cntx) {
+  string_view idx = ArgS(args, 0);
+  string prefix;
+
+  if (args.size() > 1 && ArgS(args, 1) == "ON") {
+    if (ArgS(args, 2) != "HASH" || ArgS(args, 3) != "PREFIX" || ArgS(args, 4) != "1") {
+      (*cntx)->SendError("Only simplest config supported");
+      return;
+    }
+    prefix = ArgS(args, 5);
+  }
+  {
+    lock_guard lk{indices_mu_};
+    indices_[idx] = prefix;
+  }
+  (*cntx)->SendOk();
+}
+
+void SearchFamily::FtSearch(CmdArgList args, ConnectionContext* cntx) {
+  string_view index = ArgS(args, 0);
+  string_view query_str = ArgS(args, 1);
+
+  string prefix;
+  {
+    lock_guard lk{indices_mu_};
+    auto it = indices_.find(index);
+    if (it == indices_.end()) {
+      (*cntx)->SendError(string{index} + ": no such index");
+      return;
+    }
+    prefix = it->second;
+  }
+
+  Query query = search::ParseQuery(query_str);
+  if (!query) {
+    (*cntx)->SendError("Syntax error");
+    return;
+  }
+
+  vector<vector<SerializedDocument>> docs(shard_set->size());
+  cntx->transaction->ScheduleSingleHop([&](Transaction* t, EngineShard* shard) {
+    OpSearch(t->GetOpArgs(shard), prefix, query, &docs[shard->shard_id()]);
+    return OpStatus::OK;
+  });
+
+  size_t total_count = 0;
+  for (const auto& shard_docs : docs)
+    total_count += shard_docs.size();
+
+  (*cntx)->StartArray(total_count * 2 + 1);
+  (*cntx)->SendLong(total_count);
+  for (const auto& shard_docs : docs) {
+    for (const auto& [key, doc] : shard_docs) {
+      (*cntx)->SendBulkString(key);
+      (*cntx)->StartCollection(doc.size(), RedisReplyBuilder::MAP);
+      for (const auto& [k, v] : doc) {
+        (*cntx)->SendBulkString(k);
+        (*cntx)->SendBulkString(v);
+      }
+    }
+  }
+}
+
+#define HFUNC(x) SetHandler(&SearchFamily::x)
+
+void SearchFamily::Register(CommandRegistry* registry) {
+  using CI = CommandId;
+
+  *registry << CI{"FT.CREATE", CO::FAST, -2, 0, 0, 0}.HFUNC(FtCreate)
+            << CI{"FT.SEARCH", CO::GLOBAL_TRANS, -3, 0, 0, 0}.HFUNC(FtSearch);
+}
+
+Mutex SearchFamily::indices_mu_{};
+absl::flat_hash_map<std::string, std::string> SearchFamily::indices_{};
+
+}  // namespace dfly
diff --git a/src/server/search_family.h b/src/server/search_family.h
new file mode 100644
index 000000000..0de3635bf
--- /dev/null
+++ b/src/server/search_family.h
@@ -0,0 +1,30 @@
+// Copyright 2022, DragonflyDB authors.  All rights reserved.
+// See LICENSE for licensing terms.
+//
+
+#pragma once
+
+#include <absl/container/flat_hash_map.h>
+
+#include <string>
+
+#include "base/mutex.h"
+#include "server/common.h"
+
+namespace dfly {
+class CommandRegistry;
+class ConnectionContext;
+
+class SearchFamily {
+  static void FtCreate(CmdArgList args, ConnectionContext* cntx);
+  static void FtSearch(CmdArgList args, ConnectionContext* cntx);
+
+ public:
+  static void Register(CommandRegistry* registry);
+
+ private:
+  static Mutex indices_mu_;
+  static absl::flat_hash_map<std::string, std::string> indices_;
+};
+
+}  // namespace dfly
diff --git a/src/server/search_family_test.cc b/src/server/search_family_test.cc
new file mode 100644
index 000000000..391347308
--- /dev/null
+++ b/src/server/search_family_test.cc
@@ -0,0 +1,67 @@
+// Copyright 2023, DragonflyDB authors.  All rights reserved.
+// See LICENSE for licensing terms.
+//
+
+#include "server/search_family.h"
+
+#include "base/gtest.h"
+#include "base/logging.h"
+#include "facade/facade_test.h"
+#include "server/command_registry.h"
+#include "server/test_utils.h"
+
+using namespace testing;
+using namespace std;
+using namespace util;
+
+namespace dfly {
+
+class SearchFamilyTest : public BaseFamilyTest {
+ protected:
+};
+
+const auto kNoResults = IntArg(0);  // tests auto destruct single element arrays
+
+TEST_F(SearchFamilyTest, CreateIndex) {
+  EXPECT_EQ(Run({"ft.create", "idx", "ON", "HASH", "PREFIX", "1", "prefix"}), "OK");
+}
+
+TEST_F(SearchFamilyTest, Simple) {
+  EXPECT_EQ(Run({"ft.create", "i1", "ON", "HASH", "PREFIX", "1", "d:"}), "OK");
+  Run({"hset", "d:1", "foo", "baz", "k", "v"});
+  Run({"hset", "d:2", "foo", "bar", "k", "v"});
+  Run({"hset", "d:3", "foo", "bad", "k", "v"});
+
+  {
+    auto resp = Run({"ft.search", "i1", "@foo:bar"});
+    EXPECT_THAT(resp, ArrLen(1 + 2));  // single key-data pair of d:2
+
+    auto doc = resp.GetVec();
+    EXPECT_THAT(doc[0], IntArg(1));
+    EXPECT_EQ(doc[1], "d:2");
+    EXPECT_THAT(doc[2], ArrLen(4));  // foo and k pairs
+  }
+
+  EXPECT_THAT(Run({"ft.search", "i1", "@foo:bar | @foo:baz"}), ArrLen(1 + 2 * 2));
+  EXPECT_THAT(Run({"ft.search", "i1", "@foo:(bar|baz|bad)"}), ArrLen(1 + 3 * 2));
+
+  EXPECT_THAT(Run({"ft.search", "i1", "@foo:none"}), kNoResults);
+
+  EXPECT_THAT(Run({"ft.search", "iNone", "@foo:bar"}), ErrArg("iNone: no such index"));
+  EXPECT_THAT(Run({"ft.search", "i1", "@@NOTAQUERY@@"}), ErrArg("Syntax error"));
+
+  // w: prefix is not part of index
+  Run({"hset", "w:2", "foo", "this", "k", "v"});
+  EXPECT_THAT(Run({"ft.search", "i1", "@foo:this"}), kNoResults);
+}
+
+TEST_F(SearchFamilyTest, NoPrefix) {
+  EXPECT_EQ(Run({"ft.create", "i1"}), "OK");
+  Run({"hset", "d:1", "a", "one", "k", "v"});
+  Run({"hset", "d:2", "b", "two", "k", "v"});
+  Run({"hset", "d:3", "c", "three", "k", "v"});
+
+  EXPECT_THAT(Run({"ft.search", "i1", "one | three"}), ArrLen(1 + 2 * 2));
+}
+
+}  // namespace dfly