milvus support multi index engine (#27178)

Co-authored-by: longjiquan <jiquan.long@zilliz.com>

Makefile

@@ -45,6 +45,8 @@ GOFUMPT_VERSION := 0.5.0
 GOFUMPT_OUTPUT := $(shell $(INSTALL_PATH)/gofumpt --version 2>/dev/null)
 INSTALL_GOFUMPT := $(findstring $(GOFUMPT_VERSION),$(GOFUMPT_OUTPUT))
 
+index_engine = knowhere
+
 export GIT_BRANCH=master
 
 ENABLE_AZURE = false
@@ -197,19 +199,19 @@ generated-proto: download-milvus-proto build-3rdparty
 
 build-cpp: generated-proto
 	@echo "Building Milvus cpp library ... ${AZURE_OPTION}"
-	@(env bash $(PWD)/scripts/core_build.sh -t ${mode} -f "$(CUSTOM_THIRDPARTY_PATH)" -n ${disk_index} -y ${use_dynamic_simd} ${AZURE_OPTION})
+	@(env bash $(PWD)/scripts/core_build.sh -t ${mode} -f "$(CUSTOM_THIRDPARTY_PATH)" -n ${disk_index} -y ${use_dynamic_simd} ${AZURE_OPTION} -x ${index_engine})
 
 build-cpp-gpu: generated-proto
 	@echo "Building Milvus cpp gpu library ... "
-	@(env bash $(PWD)/scripts/core_build.sh -t ${mode} -g -f "$(CUSTOM_THIRDPARTY_PATH)" -n ${disk_index} -y ${use_dynamic_simd} ${AZURE_OPTION})
+	@(env bash $(PWD)/scripts/core_build.sh -t ${mode} -g -f "$(CUSTOM_THIRDPARTY_PATH)" -n ${disk_index} -y ${use_dynamic_simd} ${AZURE_OPTION} -x ${index_engine})
 
 build-cpp-with-unittest: generated-proto
 	@echo "Building Milvus cpp library with unittest ... "
-	@(env bash $(PWD)/scripts/core_build.sh -t ${mode} -u -f "$(CUSTOM_THIRDPARTY_PATH)" -n ${disk_index} -y ${use_dynamic_simd} ${AZURE_OPTION})
+	@(env bash $(PWD)/scripts/core_build.sh -t ${mode} -u -f "$(CUSTOM_THIRDPARTY_PATH)" -n ${disk_index} -y ${use_dynamic_simd} ${AZURE_OPTION} -x ${index_engine})
 
 build-cpp-with-coverage: generated-proto
 	@echo "Building Milvus cpp library with coverage and unittest ..."
-	@(env bash $(PWD)/scripts/core_build.sh -t ${mode} -a ${useasan} -u -c -f "$(CUSTOM_THIRDPARTY_PATH)" -n ${disk_index} -y ${use_dynamic_simd} ${AZURE_OPTION})
+	@(env bash $(PWD)/scripts/core_build.sh -t ${mode} -a ${useasan} -u -c -f "$(CUSTOM_THIRDPARTY_PATH)" -n ${disk_index} -y ${use_dynamic_simd} ${AZURE_OPTION} -x ${index_engine})
 
 check-proto-product: generated-proto
 	 @(env bash $(PWD)/scripts/check_proto_product.sh)

configs/milvus.yaml

@@ -523,6 +523,8 @@ common:
       info: 500 # minimum milliseconds for printing durations in info level
       warn: 1000 # minimum milliseconds for printing durations in warn level
 
+  indexEngineVersion: "knowhere-v0"
+
 # QuotaConfig, configurations of Milvus quota and limits.
 # By default, we enable:
 #   1. TT protection;

internal/core/build.sh

@@ -37,8 +37,9 @@ WITH_PROMETHEUS="ON"
 CUDA_ARCH="DEFAULT"
 CUSTOM_THIRDPARTY_PATH=""
 BUILD_DISK_ANN="OFF"
+INDEX_ENGINE="knowhere"
 
-while getopts "p:t:s:f:o:ulrcghzme" arg; do
+while getopts "p:t:s:f:o:ulrcghzmex" arg; do
   case $arg in
   f)
     CUSTOM_THIRDPARTY_PATH=$OPTARG
@@ -82,6 +83,9 @@ while getopts "p:t:s:f:o:ulrcghzme" arg; do
   n)
     BUILD_DISK_ANN="OFF"
     ;;
+  x)
+    INDEX_ENGINE=$OPTARG
+    ;;
   h) # help
     echo "
 parameter:
@@ -154,6 +158,7 @@ CMAKE_CMD="cmake \
 -DCUSTOM_THIRDPARTY_DOWNLOAD_PATH=${CUSTOM_THIRDPARTY_PATH} \
 -DKNOWHERE_GPU_VERSION=${SUPPORT_GPU} \
 -DBUILD_DISK_ANN=${BUILD_DISK_ANN} \
+-DINDEX_ENGINE=${INDEX_ENGINE} \
 ${SCRIPTS_DIR}"
 echo ${CMAKE_CMD}
 ${CMAKE_CMD}

internal/core/src/common/Utils.h

@@ -166,46 +166,7 @@ PositivelyRelated(const knowhere::MetricType& metric_type) {
 
 inline std::string
 KnowhereStatusString(knowhere::Status status) {
-    switch (status) {
-        case knowhere::Status::invalid_args:
-            return "invalid args";
-        case knowhere::Status::invalid_param_in_json:
-            return "invalid param in json";
-        case knowhere::Status::out_of_range_in_json:
-            return "out of range in json";
-        case knowhere::Status::type_conflict_in_json:
-            return "type conflict in json";
-        case knowhere::Status::invalid_metric_type:
-            return "invalid metric type";
-        case knowhere::Status::empty_index:
-            return "empty index";
-        case knowhere::Status::not_implemented:
-            return "not implemented";
-        case knowhere::Status::index_not_trained:
-            return "index not trained";
-        case knowhere::Status::index_already_trained:
-            return "index already trained";
-        case knowhere::Status::faiss_inner_error:
-            return "faiss inner error";
-        case knowhere::Status::hnsw_inner_error:
-            return "hnsw inner error";
-        case knowhere::Status::malloc_error:
-            return "malloc error";
-        case knowhere::Status::diskann_inner_error:
-            return "diskann inner error";
-        case knowhere::Status::diskann_file_error:
-            return "diskann file error";
-        case knowhere::Status::invalid_value_in_json:
-            return "invalid value in json";
-        case knowhere::Status::arithmetic_overflow:
-            return "arithmetic overflow";
-        case knowhere::Status::raft_inner_error:
-            return "raft inner error";
-        case knowhere::Status::invalid_binary_set:
-            return "invalid binary set";
-        default:
-            return "unexpected status";
-    }
+    return knowhere::Status2String(status);
 }
 
 inline std::vector<IndexType>

internal/core/src/config/ConfigKnowhere.cpp

@@ -20,7 +20,6 @@
 #include "common/EasyAssert.h"
 #include "glog/logging.h"
 #include "log/Log.h"
-#include "knowhere/comp/thread_pool.h"
 #include "knowhere/comp/knowhere_config.h"
 
 namespace milvus::config {
@@ -74,12 +73,12 @@ KnowhereSetSimdType(const char* value) {
 
 void
 KnowhereInitBuildThreadPool(const uint32_t num_threads) {
-    knowhere::ThreadPool::InitGlobalBuildThreadPool(num_threads);
+    knowhere::KnowhereConfig::SetBuildThreadPoolSize(num_threads);
 }
 
 void
 KnowhereInitSearchThreadPool(const uint32_t num_threads) {
-    knowhere::ThreadPool::InitGlobalSearchThreadPool(num_threads);
+    knowhere::KnowhereConfig::SetSearchThreadPoolSize(num_threads);
     if (!knowhere::KnowhereConfig::SetAioContextPool(num_threads)) {
         PanicInfo("Failed to set aio context pool with num_threads " +
                   std::to_string(num_threads));

internal/core/src/index/BoolIndex.h

@@ -25,7 +25,8 @@ namespace milvus::index {
 using BoolIndexPtr = std::shared_ptr<ScalarIndexSort<bool>>;
 
 inline BoolIndexPtr
-CreateBoolIndex(storage::FileManagerImplPtr file_manager = nullptr) {
-    return std::make_unique<ScalarIndexSort<bool>>(file_manager);
+CreateBoolIndex(const storage::FileManagerContext& file_manager_context =
+                    storage::FileManagerContext()) {
+    return std::make_unique<ScalarIndexSort<bool>>(file_manager_context);
 }
 }  // namespace milvus::index

internal/core/src/index/CMakeLists.txt

@@ -14,14 +14,8 @@ set(INDEX_FILES
         Utils.cpp
         VectorMemIndex.cpp
         IndexFactory.cpp
-        )
-
-if ( BUILD_DISK_ANN STREQUAL "ON" )
-    set(INDEX_FILES
-            ${INDEX_FILES}
         VectorDiskIndex.cpp
         )
-endif ()
 
 milvus_add_pkg_config("milvus_index")
 add_library(milvus_index SHARED ${INDEX_FILES})

internal/core/src/index/IndexFactory-inl.h

@@ -23,9 +23,10 @@ namespace milvus::index {
 
 template <typename T>
 inline ScalarIndexPtr<T>
-IndexFactory::CreateScalarIndex(const IndexType& index_type,
-                                storage::FileManagerImplPtr file_manager) {
-    return CreateScalarIndexSort<T>(file_manager);
+IndexFactory::CreateScalarIndex(
+    const IndexType& index_type,
+    const storage::FileManagerContext& file_manager_context) {
+    return CreateScalarIndexSort<T>(file_manager_context);
 }
 
 // template <>
@@ -36,10 +37,11 @@ IndexFactory::CreateScalarIndex(const IndexType& index_type,
 
 template <>
 inline ScalarIndexPtr<std::string>
-IndexFactory::CreateScalarIndex(const IndexType& index_type,
-                                storage::FileManagerImplPtr file_manager) {
+IndexFactory::CreateScalarIndex(
+    const IndexType& index_type,
+    const storage::FileManagerContext& file_manager_context) {
 #if defined(__linux__) || defined(__APPLE__)
-    return CreateStringIndexMarisa(file_manager);
+    return CreateStringIndexMarisa(file_manager_context);
 #else
     throw std::runtime_error("unsupported platform");
 #endif

internal/core/src/index/IndexFactory.cpp

@@ -18,50 +18,52 @@
 #include "index/VectorMemIndex.h"
 #include "index/Utils.h"
 #include "index/Meta.h"
+#include "knowhere/utils.h"
 
-#ifdef BUILD_DISK_ANN
 #include "index/VectorDiskIndex.h"
-#endif
 
 namespace milvus::index {
 
 IndexBasePtr
-IndexFactory::CreateIndex(const CreateIndexInfo& create_index_info,
-                          storage::FileManagerImplPtr file_manager) {
+IndexFactory::CreateIndex(
+    const CreateIndexInfo& create_index_info,
+    const storage::FileManagerContext& file_manager_context) {
     if (datatype_is_vector(create_index_info.field_type)) {
-        return CreateVectorIndex(create_index_info, file_manager);
+        return CreateVectorIndex(create_index_info, file_manager_context);
     }
 
-    return CreateScalarIndex(create_index_info, file_manager);
+    return CreateScalarIndex(create_index_info, file_manager_context);
 }
 
 IndexBasePtr
-IndexFactory::CreateScalarIndex(const CreateIndexInfo& create_index_info,
-                                storage::FileManagerImplPtr file_manager) {
+IndexFactory::CreateScalarIndex(
+    const CreateIndexInfo& create_index_info,
+    const storage::FileManagerContext& file_manager_context) {
     auto data_type = create_index_info.field_type;
     auto index_type = create_index_info.index_type;
 
     switch (data_type) {
         // create scalar index
         case DataType::BOOL:
-            return CreateScalarIndex<bool>(index_type, file_manager);
+            return CreateScalarIndex<bool>(index_type, file_manager_context);
         case DataType::INT8:
-            return CreateScalarIndex<int8_t>(index_type, file_manager);
+            return CreateScalarIndex<int8_t>(index_type, file_manager_context);
         case DataType::INT16:
-            return CreateScalarIndex<int16_t>(index_type, file_manager);
+            return CreateScalarIndex<int16_t>(index_type, file_manager_context);
         case DataType::INT32:
-            return CreateScalarIndex<int32_t>(index_type, file_manager);
+            return CreateScalarIndex<int32_t>(index_type, file_manager_context);
         case DataType::INT64:
-            return CreateScalarIndex<int64_t>(index_type, file_manager);
+            return CreateScalarIndex<int64_t>(index_type, file_manager_context);
         case DataType::FLOAT:
-            return CreateScalarIndex<float>(index_type, file_manager);
+            return CreateScalarIndex<float>(index_type, file_manager_context);
         case DataType::DOUBLE:
-            return CreateScalarIndex<double>(index_type, file_manager);
+            return CreateScalarIndex<double>(index_type, file_manager_context);
 
             // create string index
         case DataType::STRING:
         case DataType::VARCHAR:
-            return CreateScalarIndex<std::string>(index_type, file_manager);
+            return CreateScalarIndex<std::string>(index_type,
+                                                  file_manager_context);
         default:
             throw SegcoreError(
                 DataTypeInvalid,
@@ -70,19 +72,19 @@ IndexFactory::CreateScalarIndex(const CreateIndexInfo& create_index_info,
 }
 
 IndexBasePtr
-IndexFactory::CreateVectorIndex(const CreateIndexInfo& create_index_info,
-                                storage::FileManagerImplPtr file_manager) {
+IndexFactory::CreateVectorIndex(
+    const CreateIndexInfo& create_index_info,
+    const storage::FileManagerContext& file_manager_context) {
     auto index_type = create_index_info.index_type;
     auto metric_type = create_index_info.metric_type;
-
-#ifdef BUILD_DISK_ANN
+    auto version = create_index_info.index_engine_version;
     // create disk index
     auto data_type = create_index_info.field_type;
-    if (is_in_disk_list(index_type)) {
+    if (knowhere::UseDiskLoad(index_type, version)) {
         switch (data_type) {
             case DataType::VECTOR_FLOAT: {
                 return std::make_unique<VectorDiskAnnIndex<float>>(
-                    index_type, metric_type, file_manager);
+                    index_type, metric_type, version, file_manager_context);
             }
             default:
                 throw SegcoreError(
@@ -91,11 +93,10 @@ IndexFactory::CreateVectorIndex(const CreateIndexInfo& create_index_info,
                                 data_type));
         }
     }
-#endif
 
     // create mem index
     return std::make_unique<VectorMemIndex>(
-        index_type, metric_type, file_manager);
+        index_type, metric_type, version, file_manager_context);
 }
 
 }  // namespace milvus::index

internal/core/src/index/IndexFactory.h

@@ -48,15 +48,16 @@ class IndexFactory {
 
     IndexBasePtr
     CreateIndex(const CreateIndexInfo& create_index_info,
-                storage::FileManagerImplPtr file_manager);
+                const storage::FileManagerContext& file_manager_context);
 
     IndexBasePtr
     CreateVectorIndex(const CreateIndexInfo& create_index_info,
-                      storage::FileManagerImplPtr file_manager);
+                      const storage::FileManagerContext& file_manager_context);
 
     IndexBasePtr
     CreateScalarIndex(const CreateIndexInfo& create_index_info,
-                      storage::FileManagerImplPtr file_manager = nullptr);
+                      const storage::FileManagerContext& file_manager_context =
+                          storage::FileManagerContext());
 
     // IndexBasePtr
     // CreateIndex(DataType dtype, const IndexType& index_type);
@@ -64,7 +65,8 @@ class IndexFactory {
     template <typename T>
     ScalarIndexPtr<T>
     CreateScalarIndex(const IndexType& index_type,
-                      storage::FileManagerImplPtr file_manager = nullptr);
+                      const storage::FileManagerContext& file_manager_context =
+                          storage::FileManagerContext());
 };
 
 }  // namespace milvus::index

internal/core/src/index/IndexInfo.h

@@ -24,6 +24,7 @@ struct CreateIndexInfo {
     DataType field_type;
     IndexType index_type;
     MetricType metric_type;
+    std::string index_engine_version;
 };
 
 }  // namespace milvus::index

internal/core/src/index/Meta.h

@@ -45,10 +45,13 @@ constexpr const char* FIELD_ID = "field_id";
 constexpr const char* INDEX_BUILD_ID = "index_build_id";
 constexpr const char* INDEX_ID = "index_id";
 constexpr const char* INDEX_VERSION = "index_version";
+constexpr const char* INDEX_ENGINE_VERSION = "index_engine_version";
 
-// DiskAnn build params
+// VecIndex file metas
 constexpr const char* DISK_ANN_PREFIX_PATH = "index_prefix";
 constexpr const char* DISK_ANN_RAW_DATA_PATH = "data_path";
+
+// DiskAnn build params
 constexpr const char* DISK_ANN_MAX_DEGREE = "max_degree";
 constexpr const char* DISK_ANN_SEARCH_LIST_SIZE = "search_list_size";
 constexpr const char* DISK_ANN_PQ_CODE_BUDGET = "pq_code_budget_gb";

internal/core/src/index/ScalarIndexSort-inl.h

@@ -30,11 +30,12 @@ namespace milvus::index {
 
 template <typename T>
 inline ScalarIndexSort<T>::ScalarIndexSort(
-    storage::FileManagerImplPtr file_manager)
+    const storage::FileManagerContext& file_manager_context)
     : is_built_(false), data_() {
-    if (file_manager != nullptr) {
-        file_manager_ = std::dynamic_pointer_cast<storage::MemFileManagerImpl>(
-            file_manager);
+    if (file_manager_context.Valid()) {
+        file_manager_ =
+            std::make_shared<storage::MemFileManagerImpl>(file_manager_context);
+        AssertInfo(file_manager_ != nullptr, "create file manager failed!");
     }
 }
 

internal/core/src/index/ScalarIndexSort.h

@@ -33,7 +33,8 @@ template <typename T>
 class ScalarIndexSort : public ScalarIndex<T> {
  public:
     explicit ScalarIndexSort(
-        storage::FileManagerImplPtr file_manager = nullptr);
+        const storage::FileManagerContext& file_manager_context =
+            storage::FileManagerContext());
 
     BinarySet
     Serialize(const Config& config) override;
@@ -113,7 +114,8 @@ using ScalarIndexSortPtr = std::unique_ptr<ScalarIndexSort<T>>;
 namespace milvus::index {
 template <typename T>
 inline ScalarIndexSortPtr<T>
-CreateScalarIndexSort(storage::FileManagerImplPtr file_manager = nullptr) {
-    return std::make_unique<ScalarIndexSort<T>>(file_manager);
+CreateScalarIndexSort(const storage::FileManagerContext& file_manager_context =
+                          storage::FileManagerContext()) {
+    return std::make_unique<ScalarIndexSort<T>>(file_manager_context);
 }
 }  // namespace milvus::index

internal/core/src/index/StringIndexMarisa.cpp

@@ -30,10 +30,11 @@
 
 namespace milvus::index {
 
-StringIndexMarisa::StringIndexMarisa(storage::FileManagerImplPtr file_manager) {
-    if (file_manager != nullptr) {
-        file_manager_ = std::dynamic_pointer_cast<storage::MemFileManagerImpl>(
-            file_manager);
+StringIndexMarisa::StringIndexMarisa(
+    const storage::FileManagerContext& file_manager_context) {
+    if (file_manager_context.Valid()) {
+        file_manager_ =
+            std::make_shared<storage::MemFileManagerImpl>(file_manager_context);
     }
 }
 

internal/core/src/index/StringIndexMarisa.h

@@ -29,7 +29,8 @@ namespace milvus::index {
 class StringIndexMarisa : public StringIndex {
  public:
     explicit StringIndexMarisa(
-        storage::FileManagerImplPtr file_manager = nullptr);
+        const storage::FileManagerContext& file_manager_context =
+            storage::FileManagerContext());
 
     int64_t
     Size() override;
@@ -107,8 +108,10 @@ class StringIndexMarisa : public StringIndex {
 using StringIndexMarisaPtr = std::unique_ptr<StringIndexMarisa>;
 
 inline StringIndexPtr
-CreateStringIndexMarisa(storage::FileManagerImplPtr file_manager = nullptr) {
-    return std::make_unique<StringIndexMarisa>(file_manager);
+CreateStringIndexMarisa(
+    const storage::FileManagerContext& file_manager_context =
+        storage::FileManagerContext()) {
+    return std::make_unique<StringIndexMarisa>(file_manager_context);
 }
 
 }  // namespace milvus::index

internal/core/src/index/Utils.cpp

@@ -120,6 +120,13 @@ GetIndexTypeFromConfig(const Config& config) {
     return index_type.value();
 }
 
+std::string
+GetIndexEngineVersionFromConfig(const Config& config) {
+    auto index_engine_version =
+        GetValueFromConfig<std::string>(config, INDEX_ENGINE_VERSION);
+    return index_engine_version.has_value() ? index_engine_version.value() : "";
+}
+
 // TODO :: too ugly
 storage::FieldDataMeta
 GetFieldDataMetaFromConfig(const Config& config) {

internal/core/src/index/Utils.h

@@ -100,6 +100,9 @@ GetMetricTypeFromConfig(const Config& config);
 std::string
 GetIndexTypeFromConfig(const Config& config);
 
+std::string
+GetIndexEngineVersionFromConfig(const Config& config);
+
 storage::FieldDataMeta
 GetFieldDataMetaFromConfig(const Config& config);
 

internal/core/src/index/VectorDiskIndex.cpp

@@ -27,8 +27,6 @@
 
 namespace milvus::index {
 
-#ifdef BUILD_DISK_ANN
-
 #define kSearchListMaxValue1 200    // used if tok <= 20
 #define kSearchListMaxValue2 65535  // used for topk > 20
 #define kPrepareDim 100
@@ -38,10 +36,12 @@ template <typename T>
 VectorDiskAnnIndex<T>::VectorDiskAnnIndex(
     const IndexType& index_type,
     const MetricType& metric_type,
-    storage::FileManagerImplPtr file_manager)
+    const std::string& version,
+    const storage::FileManagerContext& file_manager_context)
     : VectorIndex(index_type, metric_type) {
     file_manager_ =
-        std::dynamic_pointer_cast<storage::DiskFileManagerImpl>(file_manager);
+        std::make_shared<storage::DiskFileManagerImpl>(file_manager_context);
+    AssertInfo(file_manager_ != nullptr, "create file manager failed!");
     auto local_chunk_manager =
         storage::LocalChunkManagerSingleton::GetInstance().GetChunkManager();
     auto local_index_path_prefix = file_manager_->GetLocalIndexObjectPrefix();
@@ -52,12 +52,12 @@ VectorDiskAnnIndex<T>::VectorDiskAnnIndex(
     if (local_chunk_manager->Exist(local_index_path_prefix)) {
         local_chunk_manager->RemoveDir(local_index_path_prefix);
     }
-
+    CheckCompatible(version);
     local_chunk_manager->CreateDir(local_index_path_prefix);
     auto diskann_index_pack =
-        knowhere::Pack(std::shared_ptr<knowhere::FileManager>(file_manager));
-    index_ = knowhere::IndexFactory::Instance().Create(GetIndexType(),
-                                                       diskann_index_pack);
+        knowhere::Pack(std::shared_ptr<knowhere::FileManager>(file_manager_));
+    index_ = knowhere::IndexFactory::Instance().Create(
+        GetIndexType(), version, diskann_index_pack);
 }
 
 template <typename T>
@@ -90,8 +90,9 @@ VectorDiskAnnIndex<T>::Load(const Config& config) {
 template <typename T>
 BinarySet
 VectorDiskAnnIndex<T>::Upload(const Config& config) {
-    auto remote_paths_to_size = file_manager_->GetRemotePathsToFileSize();
     BinarySet ret;
+    index_.Serialize(ret);
+    auto remote_paths_to_size = file_manager_->GetRemotePathsToFileSize();
     for (auto& file : remote_paths_to_size) {
         ret.Append(file.first, nullptr, file.second);
     }
@@ -119,11 +120,15 @@ VectorDiskAnnIndex<T>::Build(const Config& config) {
     auto local_index_path_prefix = file_manager_->GetLocalIndexObjectPrefix();
     build_config[DISK_ANN_PREFIX_PATH] = local_index_path_prefix;
 
+    if (GetIndexType() == knowhere::IndexEnum::INDEX_DISKANN) {
         auto num_threads = GetValueFromConfig<std::string>(
             build_config, DISK_ANN_BUILD_THREAD_NUM);
-    AssertInfo(num_threads.has_value(),
+        AssertInfo(
+            num_threads.has_value(),
             "param " + std::string(DISK_ANN_BUILD_THREAD_NUM) + "is empty");
-    build_config[DISK_ANN_THREADS_NUM] = std::atoi(num_threads.value().c_str());
+        build_config[DISK_ANN_THREADS_NUM] =
+            std::atoi(num_threads.value().c_str());
+    }
     knowhere::DataSet* ds_ptr = nullptr;
     build_config.erase("insert_files");
     index_.Build(*ds_ptr, build_config);
@@ -151,12 +156,15 @@ VectorDiskAnnIndex<T>::BuildWithDataset(const DatasetPtr& dataset,
     auto local_index_path_prefix = file_manager_->GetLocalIndexObjectPrefix();
     build_config[DISK_ANN_PREFIX_PATH] = local_index_path_prefix;
 
+    if (GetIndexType() == knowhere::IndexEnum::INDEX_DISKANN) {
         auto num_threads = GetValueFromConfig<std::string>(
             build_config, DISK_ANN_BUILD_THREAD_NUM);
-    AssertInfo(num_threads.has_value(),
+        AssertInfo(
+            num_threads.has_value(),
             "param " + std::string(DISK_ANN_BUILD_THREAD_NUM) + "is empty");
-    build_config[DISK_ANN_THREADS_NUM] = std::atoi(num_threads.value().c_str());
-
+        build_config[DISK_ANN_THREADS_NUM] =
+            std::atoi(num_threads.value().c_str());
+    }
     if (!local_chunk_manager->Exist(local_data_path)) {
         local_chunk_manager->CreateFile(local_data_path);
     }
@@ -204,20 +212,21 @@ VectorDiskAnnIndex<T>::Query(const DatasetPtr dataset,
     // set search list size
     auto search_list_size = GetValueFromConfig<uint32_t>(
         search_info.search_params_, DISK_ANN_QUERY_LIST);
+
+    if (GetIndexType() == knowhere::IndexEnum::INDEX_DISKANN) {
         if (search_list_size.has_value()) {
             search_config[DISK_ANN_SEARCH_LIST_SIZE] = search_list_size.value();
         }
-
         // set beamwidth
         search_config[DISK_ANN_QUERY_BEAMWIDTH] = int(search_beamwidth_);
+        // set json reset field, will be removed later
+        search_config[DISK_ANN_PQ_CODE_BUDGET] = 0.0;
+    }
 
     // set index prefix, will be removed later
     auto local_index_path_prefix = file_manager_->GetLocalIndexObjectPrefix();
     search_config[DISK_ANN_PREFIX_PATH] = local_index_path_prefix;
 
-    // set json reset field, will be removed later
-    search_config[DISK_ANN_PQ_CODE_BUDGET] = 0.0;
-
     auto final = [&] {
         auto radius =
             GetValueFromConfig<float>(search_info.search_params_, RADIUS);
@@ -330,29 +339,31 @@ VectorDiskAnnIndex<T>::update_load_json(const Config& config) {
     auto local_index_path_prefix = file_manager_->GetLocalIndexObjectPrefix();
     load_config[DISK_ANN_PREFIX_PATH] = local_index_path_prefix;
 
+    if (GetIndexType() == knowhere::IndexEnum::INDEX_DISKANN) {
         // set base info
         load_config[DISK_ANN_PREPARE_WARM_UP] = false;
         load_config[DISK_ANN_PREPARE_USE_BFS_CACHE] = false;
 
         // set threads number
-    auto num_threads =
-        GetValueFromConfig<std::string>(load_config, DISK_ANN_LOAD_THREAD_NUM);
-    AssertInfo(num_threads.has_value(),
+        auto num_threads = GetValueFromConfig<std::string>(
+            load_config, DISK_ANN_LOAD_THREAD_NUM);
+        AssertInfo(
+            num_threads.has_value(),
             "param " + std::string(DISK_ANN_LOAD_THREAD_NUM) + "is empty");
-    load_config[DISK_ANN_THREADS_NUM] = std::atoi(num_threads.value().c_str());
+        load_config[DISK_ANN_THREADS_NUM] =
+            std::atoi(num_threads.value().c_str());
 
         // update search_beamwidth
-    auto beamwidth =
-        GetValueFromConfig<std::string>(load_config, DISK_ANN_QUERY_BEAMWIDTH);
+        auto beamwidth = GetValueFromConfig<std::string>(
+            load_config, DISK_ANN_QUERY_BEAMWIDTH);
         if (beamwidth.has_value()) {
             search_beamwidth_ = std::atoi(beamwidth.value().c_str());
         }
+    }
 
     return load_config;
 }
 
 template class VectorDiskAnnIndex<float>;
 
-#endif
-
 }  // namespace milvus::index

internal/core/src/index/VectorDiskIndex.h

@@ -24,18 +24,19 @@
 
 namespace milvus::index {
 
-#ifdef BUILD_DISK_ANN
-
 template <typename T>
 class VectorDiskAnnIndex : public VectorIndex {
  public:
-    explicit VectorDiskAnnIndex(const IndexType& index_type,
+    explicit VectorDiskAnnIndex(
+        const IndexType& index_type,
         const MetricType& metric_type,
-                                storage::FileManagerImplPtr file_manager);
+        const std::string& version,
+        const storage::FileManagerContext& file_manager_context);
     BinarySet
     Serialize(const Config& config) override {  // deprecated
-        auto remote_paths_to_size = file_manager_->GetRemotePathsToFileSize();
         BinarySet binary_set;
+        index_.Serialize(binary_set);
+        auto remote_paths_to_size = file_manager_->GetRemotePathsToFileSize();
         for (auto& file : remote_paths_to_size) {
             binary_set.Append(file.first, nullptr, file.second);
         }
@@ -91,6 +92,5 @@ class VectorDiskAnnIndex : public VectorIndex {
 
 template <typename T>
 using VectorDiskAnnIndexPtr = std::unique_ptr<VectorDiskAnnIndex<T>>;
-#endif
 
 }  // namespace milvus::index

internal/core/src/index/VectorIndex.h

@@ -22,12 +22,14 @@
 #include <vector>
 #include <boost/dynamic_bitset.hpp>
 
+#include "Utils.h"
 #include "knowhere/factory.h"
 #include "index/Index.h"
 #include "common/Types.h"
 #include "common/BitsetView.h"
 #include "common/QueryResult.h"
 #include "common/QueryInfo.h"
+#include "knowhere/version.h"
 
 namespace milvus::index {
 
@@ -88,6 +90,17 @@ class VectorIndex : public IndexBase {
     CleanLocalData() {
     }
 
+    void
+    CheckCompatible(const std::string& version) {
+        std::string err_msg =
+            "version not support : " + version +
+            " , knowhere current version " +
+            knowhere::Version::GetCurrentVersion().VersionCode();
+        AssertInfo(
+            knowhere::Version::VersionSupport(knowhere::Version(version)),
+            err_msg);
+    }
+
  private:
     MetricType metric_type_;
     int64_t dim_;

internal/core/src/index/VectorMemIndex.cpp

@@ -48,17 +48,21 @@
 
 namespace milvus::index {
 
-VectorMemIndex::VectorMemIndex(const IndexType& index_type,
+VectorMemIndex::VectorMemIndex(
+    const IndexType& index_type,
     const MetricType& metric_type,
-                               storage::FileManagerImplPtr file_manager)
+    const std::string& version,
+    const storage::FileManagerContext& file_manager_context)
     : VectorIndex(index_type, metric_type) {
     AssertInfo(!is_unsupported(index_type, metric_type),
                index_type + " doesn't support metric: " + metric_type);
-    if (file_manager != nullptr) {
-        file_manager_ = std::dynamic_pointer_cast<storage::MemFileManagerImpl>(
-            file_manager);
+    if (file_manager_context.Valid()) {
+        file_manager_ =
+            std::make_shared<storage::MemFileManagerImpl>(file_manager_context);
+        AssertInfo(file_manager_ != nullptr, "create file manager failed!");
     }
-    index_ = knowhere::IndexFactory::Instance().Create(GetIndexType());
+    CheckCompatible(version);
+    index_ = knowhere::IndexFactory::Instance().Create(GetIndexType(), version);
 }
 
 BinarySet
@@ -91,7 +95,7 @@ VectorMemIndex::Serialize(const Config& config) {
 void
 VectorMemIndex::LoadWithoutAssemble(const BinarySet& binary_set,
                                     const Config& config) {
-    auto stat = index_.Deserialize(binary_set);
+    auto stat = index_.Deserialize(binary_set, config);
     if (stat != knowhere::Status::success)
         PanicCodeInfo(
             ErrorCode::UnexpectedError,

internal/core/src/index/VectorMemIndex.h

@@ -29,9 +29,12 @@ namespace milvus::index {
 
 class VectorMemIndex : public VectorIndex {
  public:
-    explicit VectorMemIndex(const IndexType& index_type,
+    explicit VectorMemIndex(
+        const IndexType& index_type,
         const MetricType& metric_type,
-                            storage::FileManagerImplPtr file_manager = nullptr);
+        const std::string& version,
+        const storage::FileManagerContext& file_manager_context =
+            storage::FileManagerContext());
 
     BinarySet
     Serialize(const Config& config) override;

internal/core/src/indexbuilder/IndexFactory.h

@@ -45,7 +45,7 @@ class IndexFactory {
     IndexCreatorBasePtr
     CreateIndex(DataType type,
                 Config& config,
-                storage::FileManagerImplPtr file_manager) {
+                const storage::FileManagerContext& context) {
         auto invalid_dtype_msg =
             std::string("invalid data type: ") + std::to_string(int(type));
 
@@ -59,12 +59,11 @@ class IndexFactory {
             case DataType::DOUBLE:
             case DataType::VARCHAR:
             case DataType::STRING:
-                return CreateScalarIndex(type, config, file_manager);
+                return CreateScalarIndex(type, config, context);
 
             case DataType::VECTOR_FLOAT:
             case DataType::VECTOR_BINARY:
-                return std::make_unique<VecIndexCreator>(
-                    type, config, file_manager);
+                return std::make_unique<VecIndexCreator>(type, config, context);
             default:
                 throw SegcoreError(
                     DataTypeInvalid,

internal/core/src/indexbuilder/ScalarIndexCreator.cpp

@@ -20,15 +20,16 @@
 
 namespace milvus::indexbuilder {
 
-ScalarIndexCreator::ScalarIndexCreator(DataType dtype,
+ScalarIndexCreator::ScalarIndexCreator(
+    DataType dtype,
     Config& config,
-                                       storage::FileManagerImplPtr file_manager)
+    const storage::FileManagerContext& file_manager_context)
     : dtype_(dtype), config_(config) {
     milvus::index::CreateIndexInfo index_info;
     index_info.field_type = dtype_;
     index_info.index_type = index_type();
-    index_ = index::IndexFactory::GetInstance().CreateIndex(index_info,
-                                                            file_manager);
+    index_ = index::IndexFactory::GetInstance().CreateIndex(
+        index_info, file_manager_context);
 }
 
 void

internal/core/src/indexbuilder/ScalarIndexCreator.h

@@ -24,7 +24,7 @@ class ScalarIndexCreator : public IndexCreatorBase {
  public:
     ScalarIndexCreator(DataType data_type,
                        Config& config,
-                       storage::FileManagerImplPtr file_manager);
+                       const storage::FileManagerContext& file_manager_context);
 
     void
     Build(const milvus::DatasetPtr& dataset) override;
@@ -56,8 +56,9 @@ using ScalarIndexCreatorPtr = std::unique_ptr<ScalarIndexCreator>;
 inline ScalarIndexCreatorPtr
 CreateScalarIndex(DataType dtype,
                   Config& config,
-                  storage::FileManagerImplPtr file_manager) {
-    return std::make_unique<ScalarIndexCreator>(dtype, config, file_manager);
+                  const storage::FileManagerContext& file_manager_context) {
+    return std::make_unique<ScalarIndexCreator>(
+        dtype, config, file_manager_context);
 }
 
 }  // namespace milvus::indexbuilder

internal/core/src/indexbuilder/VecIndexCreator.cpp

@@ -19,17 +19,20 @@
 
 namespace milvus::indexbuilder {
 
-VecIndexCreator::VecIndexCreator(DataType data_type,
+VecIndexCreator::VecIndexCreator(
+    DataType data_type,
     Config& config,
-                                 storage::FileManagerImplPtr file_manager)
+    const storage::FileManagerContext& file_manager_context)
     : data_type_(data_type), config_(config) {
     index::CreateIndexInfo index_info;
     index_info.field_type = data_type_;
     index_info.index_type = index::GetIndexTypeFromConfig(config_);
     index_info.metric_type = index::GetMetricTypeFromConfig(config_);
+    index_info.index_engine_version =
+        index::GetIndexEngineVersionFromConfig(config_);
 
-    index_ = index::IndexFactory::GetInstance().CreateIndex(index_info,
-                                                            file_manager);
+    index_ = index::IndexFactory::GetInstance().CreateIndex(
+        index_info, file_manager_context);
     AssertInfo(index_ != nullptr,
                "[VecIndexCreator]Index is null after create index");
 }

internal/core/src/indexbuilder/VecIndexCreator.h

@@ -26,9 +26,11 @@ namespace milvus::indexbuilder {
 // TODO: better to distinguish binary vec & float vec.
 class VecIndexCreator : public IndexCreatorBase {
  public:
-    explicit VecIndexCreator(DataType data_type,
+    explicit VecIndexCreator(
+        DataType data_type,
         Config& config,
-                             storage::FileManagerImplPtr file_manager);
+        const storage::FileManagerContext& file_manager_context =
+            storage::FileManagerContext());
 
     void
     Build(const milvus::DatasetPtr& dataset) override;

internal/core/src/indexbuilder/index_c.cpp

@@ -25,6 +25,7 @@
 #include "index/Utils.h"
 #include "pb/index_cgo_msg.pb.h"
 #include "storage/Util.h"
+#include "index/Meta.h"
 
 using namespace milvus;
 CStatus
@@ -52,9 +53,14 @@ CreateIndex(enum CDataType dtype,
             config[param.key()] = param.value();
         }
 
+        config[milvus::index::INDEX_ENGINE_VERSION] =
+            knowhere::Version::GetDefaultVersion().VersionCode();
+
         auto& index_factory = milvus::indexbuilder::IndexFactory::GetInstance();
         auto index =
-            index_factory.CreateIndex(milvus::DataType(dtype), config, nullptr);
+            index_factory.CreateIndex(milvus::DataType(dtype),
+                                      config,
+                                      milvus::storage::FileManagerContext());
 
         *res_index = index.release();
         status.error_code = Success;
@@ -84,6 +90,14 @@ CreateIndexV2(CIndex* res_index, CBuildIndexInfo c_build_index_info) {
         AssertInfo(index_type.has_value(), "index type is empty");
         index_info.index_type = index_type.value();
 
+        auto engine_version =
+            build_index_info->index_engine_version.empty()
+                ? knowhere::Version::GetDefaultVersion().VersionCode()
+                : build_index_info->index_engine_version;
+
+        index_info.index_engine_version = engine_version;
+        config[milvus::index::INDEX_ENGINE_VERSION] = engine_version;
+
         // get metric type
         if (milvus::datatype_is_vector(field_type)) {
             auto metric_type = milvus::index::GetValueFromConfig<std::string>(
@@ -104,13 +118,13 @@ CreateIndexV2(CIndex* res_index, CBuildIndexInfo c_build_index_info) {
                                               build_index_info->index_version};
         auto chunk_manager = milvus::storage::CreateChunkManager(
             build_index_info->storage_config);
-        auto file_manager = milvus::storage::CreateFileManager(
-            index_info.index_type, field_meta, index_meta, chunk_manager);
-        AssertInfo(file_manager != nullptr, "create file manager failed!");
+
+        milvus::storage::FileManagerContext fileManagerContext(
+            field_meta, index_meta, chunk_manager);
 
         auto index =
             milvus::indexbuilder::IndexFactory::GetInstance().CreateIndex(
-                build_index_info->field_type, config, file_manager);
+                build_index_info->field_type, config, fileManagerContext);
         index->Build();
         *res_index = index.release();
         auto status = CStatus();
@@ -439,10 +453,24 @@ AppendInsertFilePath(CBuildIndexInfo c_build_index_info,
         status.error_msg = "";
         return status;
     } catch (std::exception& e) {
+        return milvus::FailureCStatus(&e);
+    }
+}
+
+CStatus
+AppendIndexEngineVersionToBuildInfo(CBuildIndexInfo c_load_index_info,
+                                    const char* c_index_engine_version) {
+    try {
+        auto build_index_info = (BuildIndexInfo*)c_load_index_info;
+        std::string index_engine_version(c_index_engine_version);
+        build_index_info->index_engine_version = index_engine_version;
+
         auto status = CStatus();
-        status.error_code = UnexpectedError;
-        status.error_msg = strdup(e.what());
+        status.error_code = Success;
+        status.error_msg = "";
         return status;
+    } catch (std::exception& e) {
+        return milvus::FailureCStatus(&e);
     }
 }
 

internal/core/src/indexbuilder/index_c.h

@@ -86,6 +86,10 @@ AppendIndexMetaInfo(CBuildIndexInfo c_build_index_info,
 CStatus
 AppendInsertFilePath(CBuildIndexInfo c_build_index_info, const char* file_path);
 
+CStatus
+AppendIndexEngineVersionToBuildInfo(CBuildIndexInfo c_load_index_info,
+                                    const char* c_index_engine_version);
+
 CStatus
 CreateIndexV2(CIndex* res_index, CBuildIndexInfo c_build_index_info);
 

internal/core/src/indexbuilder/types.h

@@ -33,4 +33,5 @@ struct BuildIndexInfo {
     std::vector<std::string> insert_files;
     milvus::storage::StorageConfig storage_config;
     milvus::Config config;
+    std::string index_engine_version;
 };

internal/core/src/segcore/FieldIndexing.cpp

@@ -33,8 +33,10 @@ VectorFieldIndexing::VectorFieldIndexing(const FieldMeta& field_meta,
       sync_with_index(false),
       config_(std::make_unique<VecIndexConfig>(
           segment_max_row_count, field_index_meta, segcore_config)) {
-    index_ = std::make_unique<index::VectorMemIndex>(config_->GetIndexType(),
-                                                     config_->GetMetricType());
+    index_ = std::make_unique<index::VectorMemIndex>(
+        config_->GetIndexType(),
+        config_->GetMetricType(),
+        knowhere::Version::GetCurrentVersion().VersionCode());
 }
 
 void
@@ -54,7 +56,9 @@ VectorFieldIndexing::BuildIndexRange(int64_t ack_beg,
     for (int chunk_id = ack_beg; chunk_id < ack_end; chunk_id++) {
         const auto& chunk = source->get_chunk(chunk_id);
         auto indexing = std::make_unique<index::VectorMemIndex>(
-            knowhere::IndexEnum::INDEX_FAISS_IVFFLAT, knowhere::metric::L2);
+            knowhere::IndexEnum::INDEX_FAISS_IVFFLAT,
+            knowhere::metric::L2,
+            knowhere::Version::GetCurrentVersion().VersionCode());
         auto dataset = knowhere::GenDataSet(
             source->get_size_per_chunk(), dim, chunk.data());
         indexing->BuildWithDataset(dataset, conf);

internal/core/src/segcore/Types.h

@@ -42,6 +42,7 @@ struct LoadIndexInfo {
     std::map<std::string, std::string> index_params;
     std::vector<std::string> index_files;
     index::IndexBasePtr index;
+    std::string index_engine_version;
 };
 
 }  // namespace milvus::segcore

internal/core/src/segcore/load_index_c.cpp

@@ -18,6 +18,7 @@
 #include "index/Meta.h"
 #include "index/Utils.h"
 #include "log/Log.h"
+#include "storage/FileManager.h"
 #include "segcore/Types.h"
 #include "storage/Util.h"
 #include "storage/RemoteChunkManagerSingleton.h"
@@ -111,6 +112,7 @@ appendVecIndex(CLoadIndexInfo c_load_index_info, CBinarySet c_binary_set) {
 
         milvus::index::CreateIndexInfo index_info;
         index_info.field_type = load_index_info->field_type;
+        index_info.index_engine_version = load_index_info->index_engine_version;
 
         // get index type
         AssertInfo(index_params.find("index_type") != index_params.end(),
@@ -135,20 +137,16 @@ appendVecIndex(CLoadIndexInfo c_load_index_info, CBinarySet c_binary_set) {
         auto remote_chunk_manager =
             milvus::storage::RemoteChunkManagerSingleton::GetInstance()
                 .GetRemoteChunkManager();
-        auto file_manager =
-            milvus::storage::CreateFileManager(index_info.index_type,
-                                               field_meta,
-                                               index_meta,
-                                               remote_chunk_manager);
-        AssertInfo(file_manager != nullptr, "create file manager failed!");
 
         auto config = milvus::index::ParseConfigFromIndexParams(
             load_index_info->index_params);
         config["index_files"] = load_index_info->index_files;
 
+        milvus::storage::FileManagerContext fileManagerContext(
+            field_meta, index_meta, remote_chunk_manager);
         load_index_info->index =
             milvus::index::IndexFactory::GetInstance().CreateIndex(
-                index_info, file_manager);
+                index_info, fileManagerContext);
         load_index_info->index->Load(*binary_set, config);
         auto status = CStatus();
         status.error_code = milvus::Success;
@@ -180,8 +178,8 @@ appendScalarIndex(CLoadIndexInfo c_load_index_info, CBinarySet c_binary_set) {
         index_info.index_type = index_params["index_type"];
 
         load_index_info->index =
-            milvus::index::IndexFactory::GetInstance().CreateIndex(index_info,
-                                                                   nullptr);
+            milvus::index::IndexFactory::GetInstance().CreateIndex(
+                index_info, milvus::storage::FileManagerContext());
         load_index_info->index->Load(*binary_set);
         auto status = CStatus();
         status.error_code = milvus::Success;
@@ -213,8 +211,14 @@ AppendIndexV2(CLoadIndexInfo c_load_index_info) {
         auto& index_params = load_index_info->index_params;
         auto field_type = load_index_info->field_type;
 
+        auto engine_version =
+            load_index_info->index_engine_version.empty()
+                ? knowhere::Version::GetDefaultVersion().VersionCode()
+                : load_index_info->index_engine_version;
+
         milvus::index::CreateIndexInfo index_info;
         index_info.field_type = load_index_info->field_type;
+        index_info.index_engine_version = engine_version;
 
         // get index type
         AssertInfo(index_params.find("index_type") != index_params.end(),
@@ -241,20 +245,16 @@ AppendIndexV2(CLoadIndexInfo c_load_index_info) {
         auto remote_chunk_manager =
             milvus::storage::RemoteChunkManagerSingleton::GetInstance()
                 .GetRemoteChunkManager();
-        auto file_manager =
-            milvus::storage::CreateFileManager(index_info.index_type,
-                                               field_meta,
-                                               index_meta,
-                                               remote_chunk_manager);
-        AssertInfo(file_manager != nullptr, "create file manager failed!");
 
         auto config = milvus::index::ParseConfigFromIndexParams(
             load_index_info->index_params);
         config["index_files"] = load_index_info->index_files;
 
+        milvus::storage::FileManagerContext fileManagerContext(
+            field_meta, index_meta, remote_chunk_manager);
         load_index_info->index =
             milvus::index::IndexFactory::GetInstance().CreateIndex(
-                index_info, file_manager);
+                index_info, fileManagerContext);
 
         if (!load_index_info->mmap_dir_path.empty() &&
             load_index_info->index->IsMmapSupported()) {
@@ -324,6 +324,27 @@ AppendIndexInfo(CLoadIndexInfo c_load_index_info,
     }
 }
 
+CStatus
+AppendIndexEngineVersionToLoadInfo(CLoadIndexInfo c_load_index_info,
+                                   const char* c_index_engine_version) {
+    try {
+        auto load_index_info =
+            (milvus::segcore::LoadIndexInfo*)c_load_index_info;
+        std::string index_engine_version(c_index_engine_version);
+        load_index_info->index_engine_version = index_engine_version;
+
+        auto status = CStatus();
+        status.error_code = milvus::Success;
+        status.error_msg = "";
+        return status;
+    } catch (std::exception& e) {
+        auto status = CStatus();
+        status.error_code = milvus::UnexpectedError;
+        status.error_msg = strdup(e.what());
+        return status;
+    }
+}
+
 CStatus
 CleanLoadedIndex(CLoadIndexInfo c_load_index_info) {
     try {

internal/core/src/segcore/load_index_c.h

@@ -58,6 +58,10 @@ AppendIndexFilePath(CLoadIndexInfo c_load_index_info, const char* file_path);
 CStatus
 AppendIndexV2(CLoadIndexInfo c_load_index_info);
 
+CStatus
+AppendIndexEngineVersionToLoadInfo(CLoadIndexInfo c_load_index_info,
+                                   const char* c_index_engine_version);
+
 CStatus
 CleanLoadedIndex(CLoadIndexInfo c_load_index_info);
 

internal/core/src/storage/DiskFileManagerImpl.cpp

@@ -31,11 +31,11 @@
 
 namespace milvus::storage {
 
-DiskFileManagerImpl::DiskFileManagerImpl(const FieldDataMeta& field_mata,
-                                         IndexMeta index_meta,
-                                         ChunkManagerPtr remote_chunk_manager)
-    : FileManagerImpl(field_mata, index_meta) {
-    rcm_ = remote_chunk_manager;
+DiskFileManagerImpl::DiskFileManagerImpl(
+    const FileManagerContext& fileManagerContext)
+    : FileManagerImpl(fileManagerContext.fieldDataMeta,
+                      fileManagerContext.indexMeta) {
+    rcm_ = fileManagerContext.chunkManagerPtr;
 }
 
 DiskFileManagerImpl::~DiskFileManagerImpl() {

internal/core/src/storage/DiskFileManagerImpl.h

@@ -32,9 +32,7 @@ namespace milvus::storage {
 
 class DiskFileManagerImpl : public FileManagerImpl {
  public:
-    explicit DiskFileManagerImpl(const FieldDataMeta& field_mata,
-                                 IndexMeta index_meta,
-                                 ChunkManagerPtr remote_chunk_manager);
+    explicit DiskFileManagerImpl(const FileManagerContext& fileManagerContext);
 
     virtual ~DiskFileManagerImpl();
 

internal/core/src/storage/FileManager.h

@@ -28,6 +28,26 @@
 
 namespace milvus::storage {
 
+struct FileManagerContext {
+    FileManagerContext() : chunkManagerPtr(nullptr) {
+    }
+    FileManagerContext(const FieldDataMeta& fieldDataMeta,
+                       const IndexMeta& indexMeta,
+                       const ChunkManagerPtr& chunkManagerPtr)
+        : fieldDataMeta(fieldDataMeta),
+          indexMeta(indexMeta),
+          chunkManagerPtr(chunkManagerPtr) {
+    }
+    bool
+    Valid() const {
+        return chunkManagerPtr != nullptr;
+    }
+
+    FieldDataMeta fieldDataMeta;
+    IndexMeta indexMeta;
+    ChunkManagerPtr chunkManagerPtr;
+};
+
 #define FILEMANAGER_TRY try {
 #define FILEMANAGER_CATCH                                                 \
     }                                                                     \

internal/core/src/storage/MemFileManagerImpl.cpp

@@ -24,11 +24,11 @@
 
 namespace milvus::storage {
 
-MemFileManagerImpl::MemFileManagerImpl(const FieldDataMeta& field_mata,
-                                       IndexMeta index_meta,
-                                       ChunkManagerPtr remote_chunk_manager)
-    : FileManagerImpl(field_mata, index_meta) {
-    rcm_ = remote_chunk_manager;
+MemFileManagerImpl::MemFileManagerImpl(
+    const FileManagerContext& fileManagerContext)
+    : FileManagerImpl(fileManagerContext.fieldDataMeta,
+                      fileManagerContext.indexMeta) {
+    rcm_ = fileManagerContext.chunkManagerPtr;
 }
 
 bool

internal/core/src/storage/MemFileManagerImpl.h

@@ -30,9 +30,7 @@ namespace milvus::storage {
 
 class MemFileManagerImpl : public FileManagerImpl {
  public:
-    explicit MemFileManagerImpl(const FieldDataMeta& field_mata,
-                                IndexMeta index_meta,
-                                ChunkManagerPtr remote_chunk_manager);
+    explicit MemFileManagerImpl(const FileManagerContext& fileManagerContext);
 
     virtual bool
     LoadFile(const std::string& filename) noexcept;

internal/core/src/storage/ThreadPools.cpp

@@ -1,3 +1,14 @@
+// Copyright (C) 2019-2020 Zilliz. All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance
+// with the License. You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software distributed under the License
+// is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express
+// or implied. See the License for the specific language governing permissions and limitations under the License
+
 //
 // Created by zilliz on 2023/7/31.
 //

internal/core/src/storage/Util.cpp

@@ -614,19 +614,6 @@ CreateChunkManager(const StorageConfig& storage_config) {
     }
 }
 
-FileManagerImplPtr
-CreateFileManager(IndexType index_type,
-                  const FieldDataMeta& field_meta,
-                  const IndexMeta& index_meta,
-                  ChunkManagerPtr cm) {
-    if (is_in_disk_list(index_type)) {
-        return std::make_shared<DiskFileManagerImpl>(
-            field_meta, index_meta, cm);
-    }
-
-    return std::make_shared<MemFileManagerImpl>(field_meta, index_meta, cm);
-}
-
 FieldDataPtr
 CreateFieldData(const DataType& type, int64_t dim, int64_t total_num_rows) {
     switch (type) {

internal/core/src/storage/Util.h

@@ -129,12 +129,6 @@ ReleaseArrowUnused();
 ChunkManagerPtr
 CreateChunkManager(const StorageConfig& storage_config);
 
-FileManagerImplPtr
-CreateFileManager(IndexType index_type,
-                  const FieldDataMeta& field_meta,
-                  const IndexMeta& index_meta,
-                  ChunkManagerPtr cm);
-
 FieldDataPtr
 CreateFieldData(const DataType& type,
                 int64_t dim = 1,

internal/core/thirdparty/knowhere/CMakeLists.txt

@@ -11,7 +11,14 @@
 # or implied. See the License for the specific language governing permissions and limitations under the License.
 #-------------------------------------------------------------------------------
 
-set( KNOWHERE_VERSION 7b63839 )
+set( KNOWHERE_VERSION 1dcd84b4 )
+set( GIT_REPOSITORY  "https://github.com/zilliztech/knowhere.git")
+if ( INDEX_ENGINE STREQUAL "cardinal" )
+    set( KNOWHERE_VERSION main)
+    set( GIT_REPOSITORY  "https://github.com/zilliztech/knowhere-cloud.git")
+endif()
+message(STATUS "Knowhere repo: ${GIT_REPOSITORY}")
+message(STATUS "Knowhere version: ${KNOWHERE_VERSION}")
 
 message(STATUS "Building knowhere-${KNOWHERE_SOURCE_VER} from source")
 message(STATUS ${CMAKE_BUILD_TYPE})
@@ -26,11 +33,10 @@ if ( MILVUS_GPU_VERSION STREQUAL "ON" )
     set(WITH_RAFT ON CACHE BOOL "" FORCE )
 endif ()
 
-
 set( CMAKE_PREFIX_PATH ${CONAN_BOOST_ROOT} )
 FetchContent_Declare(
         knowhere
-        GIT_REPOSITORY  "https://github.com/zilliztech/knowhere.git"
+        GIT_REPOSITORY  ${GIT_REPOSITORY}
         GIT_TAG         ${KNOWHERE_VERSION}
         SOURCE_DIR      ${CMAKE_CURRENT_BINARY_DIR}/knowhere-src
         BINARY_DIR      ${CMAKE_CURRENT_BINARY_DIR}/knowhere-build

internal/core/unittest/bench/bench_indexbuilder.cpp

@@ -60,6 +60,8 @@ IndexBuilder_build(benchmark::State& state) {
         const auto& param = index_params.params(i);
         config[param.key()] = param.value();
     }
+    config[milvus::index::INDEX_ENGINE_VERSION] =
+        knowhere::Version::GetCurrentVersion().VersionCode();
 
     auto is_binary = state.range(2);
     auto dataset = GenDataset(NB, metric_type, is_binary);
@@ -68,7 +70,7 @@ IndexBuilder_build(benchmark::State& state) {
 
     for (auto _ : state) {
         auto index = std::make_unique<milvus::indexbuilder::VecIndexCreator>(
-            milvus::DataType::VECTOR_FLOAT, config, nullptr);
+            milvus::DataType::VECTOR_FLOAT, config);
         index->Build(xb_dataset);
     }
 }
@@ -102,7 +104,7 @@ IndexBuilder_build_and_codec(benchmark::State& state) {
 
     for (auto _ : state) {
         auto index = std::make_unique<milvus::indexbuilder::VecIndexCreator>(
-            milvus::DataType::VECTOR_FLOAT, config, nullptr);
+            milvus::DataType::VECTOR_FLOAT, config);
 
         index->Build(xb_dataset);
         index->Serialize();

internal/core/unittest/test_c_api.cpp

@@ -249,9 +249,11 @@ generate_index(void* raw_data,
                IndexType index_type,
                int64_t dim,
                int64_t N) {
-    CreateIndexInfo create_index_info{field_type, index_type, metric_type};
+    auto engine_version = knowhere::Version::GetCurrentVersion().VersionCode();
+    CreateIndexInfo create_index_info{
+        field_type, index_type, metric_type, engine_version};
     auto indexing = milvus::index::IndexFactory::GetInstance().CreateIndex(
-        create_index_info, nullptr);
+        create_index_info, milvus::storage::FileManagerContext());
 
     auto database = knowhere::GenDataSet(N, dim, raw_data);
     auto build_config = generate_build_conf(index_type, metric_type);
@@ -1597,7 +1599,8 @@ TEST(CApiTest, LoadIndexInfo) {
     auto N = 1024 * 10;
     auto [raw_data, timestamps, uids] = generate_data(N);
     auto indexing = knowhere::IndexFactory::Instance().Create(
-        knowhere::IndexEnum::INDEX_FAISS_IVFSQ8);
+        knowhere::IndexEnum::INDEX_FAISS_IVFSQ8,
+        knowhere::Version::GetCurrentVersion().VersionCode());
     auto conf =
         knowhere::Json{{knowhere::meta::METRIC_TYPE, knowhere::metric::L2},
                        {knowhere::meta::DIM, DIM},
@@ -1630,6 +1633,7 @@ TEST(CApiTest, LoadIndexInfo) {
     status = AppendFieldInfo(
         c_load_index_info, 0, 0, 0, 0, CDataType::FloatVector, "");
     ASSERT_EQ(status.error_code, Success);
+    AppendIndexEngineVersionToLoadInfo(c_load_index_info, knowhere::Version::GetCurrentVersion().VersionCode().c_str());
     status = AppendIndex(c_load_index_info, c_binary_set);
     ASSERT_EQ(status.error_code, Success);
     DeleteLoadIndexInfo(c_load_index_info);
@@ -1643,7 +1647,8 @@ TEST(CApiTest, LoadIndexSearch) {
     auto num_query = 100;
     auto [raw_data, timestamps, uids] = generate_data(N);
     auto indexing = knowhere::IndexFactory::Instance().Create(
-        knowhere::IndexEnum::INDEX_FAISS_IVFSQ8);
+        knowhere::IndexEnum::INDEX_FAISS_IVFSQ8,
+        knowhere::Version::GetCurrentVersion().VersionCode());
     auto conf =
         knowhere::Json{{knowhere::meta::METRIC_TYPE, knowhere::metric::L2},
                        {knowhere::meta::DIM, DIM},
@@ -1667,7 +1672,9 @@ TEST(CApiTest, LoadIndexSearch) {
     auto& index_params = load_index_info.index_params;
     index_params["index_type"] = knowhere::IndexEnum::INDEX_FAISS_IVFSQ8;
     load_index_info.index = std::make_unique<VectorMemIndex>(
-        index_params["index_type"], knowhere::metric::L2);
+        index_params["index_type"],
+        knowhere::metric::L2,
+        knowhere::Version::GetCurrentVersion().VersionCode());
     load_index_info.index->Load(binary_set);
 
     // search
@@ -1785,8 +1792,8 @@ TEST(CApiTest, Indexing_Without_Predicate) {
         c_load_index_info, metric_type_key.c_str(), metric_type_value.c_str());
     AppendFieldInfo(
         c_load_index_info, 0, 0, 0, 100, CDataType::FloatVector, "");
+    AppendIndexEngineVersionToLoadInfo(c_load_index_info, knowhere::Version::GetCurrentVersion().VersionCode().c_str());
     AppendIndex(c_load_index_info, (CBinarySet)&binary_set);
-
     // load index for vec field, load raw data for scalar field
     auto sealed_segment = SealedCreator(schema, dataset);
     sealed_segment->DropFieldData(FieldId(100));
@@ -1925,6 +1932,7 @@ TEST(CApiTest, Indexing_Expr_Without_Predicate) {
         c_load_index_info, metric_type_key.c_str(), metric_type_value.c_str());
     AppendFieldInfo(
         c_load_index_info, 0, 0, 0, 100, CDataType::FloatVector, "");
+    AppendIndexEngineVersionToLoadInfo(c_load_index_info, knowhere::Version::GetCurrentVersion().VersionCode().c_str());
     AppendIndex(c_load_index_info, (CBinarySet)&binary_set);
 
     // load index for vec field, load raw data for scalar field
@@ -2094,6 +2102,7 @@ TEST(CApiTest, Indexing_With_float_Predicate_Range) {
         c_load_index_info, metric_type_key.c_str(), metric_type_value.c_str());
     AppendFieldInfo(
         c_load_index_info, 0, 0, 0, 100, CDataType::FloatVector, "");
+    AppendIndexEngineVersionToLoadInfo(c_load_index_info, knowhere::Version::GetCurrentVersion().VersionCode().c_str());
     AppendIndex(c_load_index_info, (CBinarySet)&binary_set);
 
     // load index for vec field, load raw data for scalar field
@@ -2265,6 +2274,7 @@ TEST(CApiTest, Indexing_Expr_With_float_Predicate_Range) {
         c_load_index_info, metric_type_key.c_str(), metric_type_value.c_str());
     AppendFieldInfo(
         c_load_index_info, 0, 0, 0, 100, CDataType::FloatVector, "");
+    AppendIndexEngineVersionToLoadInfo(c_load_index_info, knowhere::Version::GetCurrentVersion().VersionCode().c_str());
     AppendIndex(c_load_index_info, (CBinarySet)&binary_set);
 
     // load index for vec field, load raw data for scalar field
@@ -2428,6 +2438,7 @@ TEST(CApiTest, Indexing_With_float_Predicate_Term) {
         c_load_index_info, metric_type_key.c_str(), metric_type_value.c_str());
     AppendFieldInfo(
         c_load_index_info, 0, 0, 0, 100, CDataType::FloatVector, "");
+    AppendIndexEngineVersionToLoadInfo(c_load_index_info, knowhere::Version::GetCurrentVersion().VersionCode().c_str());
     AppendIndex(c_load_index_info, (CBinarySet)&binary_set);
 
     // load index for vec field, load raw data for scalar field
@@ -2592,6 +2603,7 @@ TEST(CApiTest, Indexing_Expr_With_float_Predicate_Term) {
         c_load_index_info, metric_type_key.c_str(), metric_type_value.c_str());
     AppendFieldInfo(
         c_load_index_info, 0, 0, 0, 100, CDataType::FloatVector, "");
+    AppendIndexEngineVersionToLoadInfo(c_load_index_info, knowhere::Version::GetCurrentVersion().VersionCode().c_str());
     AppendIndex(c_load_index_info, (CBinarySet)&binary_set);
 
     // load index for vec field, load raw data for scalar field
@@ -2762,6 +2774,7 @@ TEST(CApiTest, Indexing_With_binary_Predicate_Range) {
         c_load_index_info, metric_type_key.c_str(), metric_type_value.c_str());
     AppendFieldInfo(
         c_load_index_info, 0, 0, 0, 100, CDataType::BinaryVector, "");
+    AppendIndexEngineVersionToLoadInfo(c_load_index_info, knowhere::Version::GetCurrentVersion().VersionCode().c_str());
     AppendIndex(c_load_index_info, (CBinarySet)&binary_set);
 
     // load index for vec field, load raw data for scalar field
@@ -2932,6 +2945,7 @@ TEST(CApiTest, Indexing_Expr_With_binary_Predicate_Range) {
         c_load_index_info, metric_type_key.c_str(), metric_type_value.c_str());
     AppendFieldInfo(
         c_load_index_info, 0, 0, 0, 100, CDataType::BinaryVector, "");
+    AppendIndexEngineVersionToLoadInfo(c_load_index_info, knowhere::Version::GetCurrentVersion().VersionCode().c_str());
     AppendIndex(c_load_index_info, (CBinarySet)&binary_set);
 
     // load index for vec field, load raw data for scalar field
@@ -3096,6 +3110,7 @@ TEST(CApiTest, Indexing_With_binary_Predicate_Term) {
         c_load_index_info, metric_type_key.c_str(), metric_type_value.c_str());
     AppendFieldInfo(
         c_load_index_info, 0, 0, 0, 100, CDataType::BinaryVector, "");
+    AppendIndexEngineVersionToLoadInfo(c_load_index_info, knowhere::Version::GetCurrentVersion().VersionCode().c_str());
     AppendIndex(c_load_index_info, (CBinarySet)&binary_set);
 
     // load index for vec field, load raw data for scalar field
@@ -3283,6 +3298,7 @@ TEST(CApiTest, Indexing_Expr_With_binary_Predicate_Term) {
         c_load_index_info, metric_type_key.c_str(), metric_type_value.c_str());
     AppendFieldInfo(
         c_load_index_info, 0, 0, 0, 100, CDataType::BinaryVector, "");
+    AppendIndexEngineVersionToLoadInfo(c_load_index_info, knowhere::Version::GetCurrentVersion().VersionCode().c_str());
     AppendIndex(c_load_index_info, (CBinarySet)&binary_set);
 
     // load index for vec field, load raw data for scalar field
@@ -3453,6 +3469,7 @@ TEST(CApiTest, SealedSegment_search_float_Predicate_Range) {
         c_load_index_info, metric_type_key.c_str(), metric_type_value.c_str());
     AppendFieldInfo(
         c_load_index_info, 0, 0, 0, 100, CDataType::FloatVector, "");
+    AppendIndexEngineVersionToLoadInfo(c_load_index_info, knowhere::Version::GetCurrentVersion().VersionCode().c_str());
     AppendIndex(c_load_index_info, (CBinarySet)&binary_set);
 
     auto query_dataset = knowhere::GenDataSet(num_queries, DIM, query_ptr);
@@ -3677,6 +3694,7 @@ TEST(CApiTest, SealedSegment_search_float_With_Expr_Predicate_Range) {
         c_load_index_info, metric_type_key.c_str(), metric_type_value.c_str());
     AppendFieldInfo(
         c_load_index_info, 0, 0, 0, 100, CDataType::FloatVector, "");
+    AppendIndexEngineVersionToLoadInfo(c_load_index_info, knowhere::Version::GetCurrentVersion().VersionCode().c_str());
     AppendIndex(c_load_index_info, (CBinarySet)&binary_set);
 
     // load vec index

internal/core/unittest/test_disk_file_manager_test.cpp

@@ -61,8 +61,8 @@ TEST_F(DiskAnnFileManagerTest, AddFilePositiveParallel) {
     IndexMeta index_meta = {3, 100, 1000, 1, "index"};
 
     int64_t slice_size = milvus::FILE_SLICE_SIZE;
-    auto diskAnnFileManager =
-        std::make_shared<DiskFileManagerImpl>(filed_data_meta, index_meta, cm_);
+    auto diskAnnFileManager = std::make_shared<DiskFileManagerImpl>(
+        storage::FileManagerContext(filed_data_meta, index_meta, cm_));
     auto ok = diskAnnFileManager->AddFile(indexFilePath);
     EXPECT_EQ(ok, true);
 

internal/core/unittest/test_float16.cpp

@@ -11,7 +11,6 @@
 
 #include <gtest/gtest.h>
 
-
 #include "common/LoadInfo.h"
 #include "common/Types.h"
 #include "index/IndexFactory.h"
@@ -80,8 +79,8 @@ TEST(Float16, Insert) {
     auto row_count = interface.get_row_count();
     ASSERT_EQ(N, row_count);
     for (auto chunk_id = 0; chunk_id < num_chunk; ++chunk_id) {
-        auto float16_span =
-            interface.chunk_data<milvus::Float16Vector>(float16_vec_fid, chunk_id);
+        auto float16_span = interface.chunk_data<milvus::Float16Vector>(
+            float16_vec_fid, chunk_id);
         auto begin = chunk_id * size_per_chunk;
         auto end = std::min((chunk_id + 1) * size_per_chunk, N);
         auto size_of_chunk = end - begin;
@@ -150,8 +149,7 @@ TEST(Float16, ExecWithoutPredicateFlat) {
     auto vec_ptr = dataset.get_col<float16>(vec_fid);
 
     auto num_queries = 5;
-    auto ph_group_raw = CreateFloat16PlaceholderGroup(
-        num_queries, 32, 1024);
+    auto ph_group_raw = CreateFloat16PlaceholderGroup(num_queries, 32, 1024);
     auto ph_group =
         ParsePlaceholderGroup(plan.get(), ph_group_raw.SerializeAsString());
 
@@ -286,7 +284,8 @@ TEST(Float16, CApiCPlan) {
 
     milvus::proto::plan::PlanNode plan_node;
     auto vector_anns = plan_node.mutable_vector_anns();
-    vector_anns->set_vector_type(milvus::proto::plan::VectorType::Float16Vector);
+    vector_anns->set_vector_type(
+        milvus::proto::plan::VectorType::Float16Vector);
     vector_anns->set_placeholder_tag("$0");
     vector_anns->set_field_id(100);
     auto query_info = vector_anns->mutable_query_info();

internal/core/unittest/test_growing_index.cpp

@@ -58,7 +58,8 @@ TEST(GrowingIndex, Correctness) {
 
     milvus::proto::plan::PlanNode range_query_plan_node;
     auto vector_range_querys = range_query_plan_node.mutable_vector_anns();
-    vector_range_querys->set_vector_type(milvus::proto::plan::VectorType::FloatVector);
+    vector_range_querys->set_vector_type(
+        milvus::proto::plan::VectorType::FloatVector);
     vector_range_querys->set_placeholder_tag("$0");
     vector_range_querys->set_field_id(102);
     auto range_query_info = vector_range_querys->mutable_query_info();

internal/core/unittest/test_index_wrapper.cpp

@@ -70,10 +70,9 @@ class IndexWrapperTest : public ::testing::TestWithParam<Param> {
 
         is_binary = is_binary_map[index_type];
         if (is_binary) {
-            vec_field_data_type = DataType::VECTOR_FLOAT;
-            ;
-        } else {
             vec_field_data_type = DataType::VECTOR_BINARY;
+        } else {
+            vec_field_data_type = DataType::VECTOR_FLOAT;
         }
 
         auto dataset = GenDataset(NB, metric_type, is_binary);
@@ -129,8 +128,15 @@ INSTANTIATE_TEST_CASE_P(
         std::pair(knowhere::IndexEnum::INDEX_HNSW, knowhere::metric::L2)));
 
 TEST_P(IndexWrapperTest, BuildAndQuery) {
+    milvus::storage::FieldDataMeta field_data_meta{1, 2, 3, 100};
+    milvus::storage::IndexMeta index_meta{3, 100, 1000, 1};
+    auto chunk_manager = milvus::storage::CreateChunkManager(storage_config_);
+
+    storage::FileManagerContext file_manager_context(
+        field_data_meta, index_meta, chunk_manager);
+    config[milvus::index::INDEX_ENGINE_VERSION] = knowhere::Version::GetCurrentVersion().VersionCode();
     auto index = milvus::indexbuilder::IndexFactory::GetInstance().CreateIndex(
-        vec_field_data_type, config, nullptr);
+        vec_field_data_type, config, file_manager_context);
 
     auto dataset = GenDataset(NB, metric_type, is_binary);
     knowhere::DataSetPtr xb_dataset;
@@ -146,12 +152,18 @@ TEST_P(IndexWrapperTest, BuildAndQuery) {
 
     ASSERT_NO_THROW(index->Build(xb_dataset));
     auto binary_set = index->Serialize();
+    std::vector<std::string> index_files;
+    for (auto& binary : binary_set.binary_map_) {
+        index_files.emplace_back(binary.first);
+    }
+    config["index_files"] = index_files;
     auto copy_index =
         milvus::indexbuilder::IndexFactory::GetInstance().CreateIndex(
-            vec_field_data_type, config, nullptr);
+            vec_field_data_type, config, file_manager_context);
     auto vec_index =
         static_cast<milvus::indexbuilder::VecIndexCreator*>(copy_index.get());
     ASSERT_EQ(vec_index->dim(), DIM);
+
     ASSERT_NO_THROW(vec_index->Load(binary_set));
 
     milvus::SearchInfo search_info;

internal/core/unittest/test_indexing.cpp

@@ -223,8 +223,10 @@ TEST(Indexing, Naive) {
     create_index_info.field_type = DataType::VECTOR_FLOAT;
     create_index_info.metric_type = knowhere::metric::L2;
     create_index_info.index_type = knowhere::IndexEnum::INDEX_FAISS_IVFPQ;
+    create_index_info.index_engine_version =
+        knowhere::Version::GetCurrentVersion().VersionCode();
     auto index = milvus::index::IndexFactory::GetInstance().CreateIndex(
-        create_index_info, nullptr);
+        create_index_info, milvus::storage::FileManagerContext());
 
     auto build_conf = knowhere::Json{
         {knowhere::meta::METRIC_TYPE, knowhere::metric::L2},
@@ -386,15 +388,17 @@ TEST_P(IndexTest, BuildAndQuery) {
     create_index_info.index_type = index_type;
     create_index_info.metric_type = metric_type;
     create_index_info.field_type = vec_field_data_type;
+    create_index_info.index_engine_version =
+        knowhere::Version::GetCurrentVersion().VersionCode();
     index::IndexBasePtr index;
 
     milvus::storage::FieldDataMeta field_data_meta{1, 2, 3, 100};
     milvus::storage::IndexMeta index_meta{3, 100, 1000, 1};
     auto chunk_manager = milvus::storage::CreateChunkManager(storage_config_);
-    auto file_manager = milvus::storage::CreateFileManager(
-        index_type, field_data_meta, index_meta, chunk_manager);
+    milvus::storage::FileManagerContext file_manager_context(
+        field_data_meta, index_meta, chunk_manager);
     index = milvus::index::IndexFactory::GetInstance().CreateIndex(
-        create_index_info, file_manager);
+        create_index_info, file_manager_context);
 
     ASSERT_NO_THROW(index->BuildWithDataset(xb_dataset, build_conf));
     milvus::index::IndexBasePtr new_index;
@@ -404,7 +408,7 @@ TEST_P(IndexTest, BuildAndQuery) {
     index.reset();
 
     new_index = milvus::index::IndexFactory::GetInstance().CreateIndex(
-        create_index_info, file_manager);
+        create_index_info, file_manager_context);
     vec_index = dynamic_cast<milvus::index::VectorIndex*>(new_index.get());
 
     std::vector<std::string> index_files;
@@ -437,15 +441,17 @@ TEST_P(IndexTest, Mmap) {
     create_index_info.index_type = index_type;
     create_index_info.metric_type = metric_type;
     create_index_info.field_type = vec_field_data_type;
+    create_index_info.index_engine_version =
+        knowhere::Version::GetCurrentVersion().VersionCode();
     index::IndexBasePtr index;
 
     milvus::storage::FieldDataMeta field_data_meta{1, 2, 3, 100};
     milvus::storage::IndexMeta index_meta{3, 100, 1000, 1};
     auto chunk_manager = milvus::storage::CreateChunkManager(storage_config_);
-    auto file_manager = milvus::storage::CreateFileManager(
-        index_type, field_data_meta, index_meta, chunk_manager);
+    milvus::storage::FileManagerContext file_manager_context(
+        field_data_meta, index_meta, chunk_manager);
     index = milvus::index::IndexFactory::GetInstance().CreateIndex(
-        create_index_info, file_manager);
+        create_index_info, file_manager_context);
 
     ASSERT_NO_THROW(index->BuildWithDataset(xb_dataset, build_conf));
     milvus::index::IndexBasePtr new_index;
@@ -455,7 +461,7 @@ TEST_P(IndexTest, Mmap) {
     index.reset();
 
     new_index = milvus::index::IndexFactory::GetInstance().CreateIndex(
-        create_index_info, file_manager);
+        create_index_info, file_manager_context);
     if (!new_index->IsMmapSupported()) {
         return;
     }
@@ -492,15 +498,17 @@ TEST_P(IndexTest, GetVector) {
     create_index_info.index_type = index_type;
     create_index_info.metric_type = metric_type;
     create_index_info.field_type = vec_field_data_type;
+    create_index_info.index_engine_version =
+        knowhere::Version::GetCurrentVersion().VersionCode();
     index::IndexBasePtr index;
 
     milvus::storage::FieldDataMeta field_data_meta{1, 2, 3, 100};
     milvus::storage::IndexMeta index_meta{3, 100, 1000, 1};
     auto chunk_manager = milvus::storage::CreateChunkManager(storage_config_);
-    auto file_manager = milvus::storage::CreateFileManager(
-        index_type, field_data_meta, index_meta, chunk_manager);
+    milvus::storage::FileManagerContext file_manager_context(
+        field_data_meta, index_meta, chunk_manager);
     index = milvus::index::IndexFactory::GetInstance().CreateIndex(
-        create_index_info, file_manager);
+        create_index_info, file_manager_context);
 
     ASSERT_NO_THROW(index->BuildWithDataset(xb_dataset, build_conf));
     milvus::index::IndexBasePtr new_index;
@@ -512,7 +520,7 @@ TEST_P(IndexTest, GetVector) {
         index.reset();
 
         new_index = milvus::index::IndexFactory::GetInstance().CreateIndex(
-            create_index_info, file_manager);
+            create_index_info, file_manager_context);
 
         vec_index = dynamic_cast<milvus::index::VectorIndex*>(new_index.get());
 
@@ -569,6 +577,8 @@ TEST(Indexing, SearchDiskAnnWithInvalidParam) {
     create_index_info.index_type = index_type;
     create_index_info.metric_type = metric_type;
     create_index_info.field_type = milvus::DataType::VECTOR_FLOAT;
+    create_index_info.index_engine_version =
+            knowhere::Version::GetCurrentVersion().VersionCode();
 
     int64_t collection_id = 1;
     int64_t partition_id = 2;
@@ -583,10 +593,10 @@ TEST(Indexing, SearchDiskAnnWithInvalidParam) {
     milvus::storage::IndexMeta index_meta{
         segment_id, field_id, build_id, index_version};
     auto chunk_manager = storage::CreateChunkManager(storage_config);
-    auto file_manager = milvus::storage::CreateFileManager(
-        index_type, field_data_meta, index_meta, chunk_manager);
+    milvus::storage::FileManagerContext file_manager_context(
+        field_data_meta, index_meta, chunk_manager);
     auto index = milvus::index::IndexFactory::GetInstance().CreateIndex(
-        create_index_info, file_manager);
+        create_index_info, file_manager_context);
 
     auto build_conf = Config{
         {knowhere::meta::METRIC_TYPE, metric_type},
@@ -611,7 +621,7 @@ TEST(Indexing, SearchDiskAnnWithInvalidParam) {
     index.reset();
 
     auto new_index = milvus::index::IndexFactory::GetInstance().CreateIndex(
-        create_index_info, file_manager);
+        create_index_info, file_manager_context);
     auto vec_index = dynamic_cast<milvus::index::VectorIndex*>(new_index.get());
     std::vector<std::string> index_files;
     for (auto& binary : binary_set.binary_map_) {

internal/core/unittest/test_scalar_index_creator.cpp

@@ -112,7 +112,9 @@ TYPED_TEST_P(TypedScalarIndexCreatorTest, Constructor) {
         }
 
         auto creator = milvus::indexbuilder::CreateScalarIndex(
-            milvus::DataType(dtype), config, nullptr);
+            milvus::DataType(dtype),
+            config,
+            milvus::storage::FileManagerContext());
     }
 }
 
@@ -133,12 +135,16 @@ TYPED_TEST_P(TypedScalarIndexCreatorTest, Codec) {
             config[iter->first] = iter->second;
         }
         auto creator = milvus::indexbuilder::CreateScalarIndex(
-            milvus::DataType(dtype), config, nullptr);
+            milvus::DataType(dtype),
+            config,
+            milvus::storage::FileManagerContext());
         auto arr = GenArr<T>(nb);
         build_index<T>(creator, arr);
         auto binary_set = creator->Serialize();
         auto copy_creator = milvus::indexbuilder::CreateScalarIndex(
-            milvus::DataType(dtype), config, nullptr);
+            milvus::DataType(dtype),
+            config,
+            milvus::storage::FileManagerContext());
         copy_creator->Load(binary_set);
     }
 }

internal/core/unittest/test_sealed.cpp

@@ -18,6 +18,7 @@
 #include "test_utils/storage_test_utils.h"
 #include "index/IndexFactory.h"
 #include "storage/Util.h"
+#include "knowhere/version.h"
 #include "storage/ChunkCacheSingleton.h"
 #include "storage/RemoteChunkManagerSingleton.h"
 #include "storage/MinioChunkManager.h"
@@ -88,9 +89,11 @@ TEST(Sealed, without_predicate) {
     create_index_info.field_type = DataType::VECTOR_FLOAT;
     create_index_info.metric_type = knowhere::metric::L2;
     create_index_info.index_type = knowhere::IndexEnum::INDEX_FAISS_IVFFLAT;
+    create_index_info.index_engine_version =
+        knowhere::Version::GetCurrentVersion().VersionCode();
 
     auto indexing = milvus::index::IndexFactory::GetInstance().CreateIndex(
-        create_index_info, nullptr);
+        create_index_info, milvus::storage::FileManagerContext());
 
     auto build_conf =
         knowhere::Json{{knowhere::meta::METRIC_TYPE, knowhere::metric::L2},
@@ -201,8 +204,10 @@ TEST(Sealed, with_predicate) {
     create_index_info.field_type = DataType::VECTOR_FLOAT;
     create_index_info.metric_type = knowhere::metric::L2;
     create_index_info.index_type = knowhere::IndexEnum::INDEX_FAISS_IVFFLAT;
+    create_index_info.index_engine_version =
+        knowhere::Version::GetCurrentVersion().VersionCode();
     auto indexing = milvus::index::IndexFactory::GetInstance().CreateIndex(
-        create_index_info, nullptr);
+        create_index_info, milvus::storage::FileManagerContext());
 
     auto build_conf =
         knowhere::Json{{knowhere::meta::METRIC_TYPE, knowhere::metric::L2},
@@ -305,8 +310,10 @@ TEST(Sealed, with_predicate_filter_all) {
     create_index_info.field_type = DataType::VECTOR_FLOAT;
     create_index_info.metric_type = knowhere::metric::L2;
     create_index_info.index_type = knowhere::IndexEnum::INDEX_FAISS_IVFFLAT;
+    create_index_info.index_engine_version =
+        knowhere::Version::GetCurrentVersion().VersionCode();
     auto ivf_indexing = milvus::index::IndexFactory::GetInstance().CreateIndex(
-        create_index_info, nullptr);
+        create_index_info, milvus::storage::FileManagerContext());
 
     auto ivf_build_conf =
         knowhere::Json{{knowhere::meta::DIM, std::to_string(dim)},
@@ -343,8 +350,10 @@ TEST(Sealed, with_predicate_filter_all) {
     create_index_info.field_type = DataType::VECTOR_FLOAT;
     create_index_info.metric_type = knowhere::metric::L2;
     create_index_info.index_type = knowhere::IndexEnum::INDEX_HNSW;
+    create_index_info.index_engine_version =
+            knowhere::Version::GetCurrentVersion().VersionCode();
     auto hnsw_indexing = milvus::index::IndexFactory::GetInstance().CreateIndex(
-        create_index_info, nullptr);
+        create_index_info, milvus::storage::FileManagerContext());
     hnsw_indexing->BuildWithDataset(database, hnsw_conf);
 
     auto hnsw_vec_index =
@@ -1212,8 +1221,10 @@ TEST(Sealed, GetVectorFromChunkCache) {
     auto fakevec = dataset.get_col<float>(fakevec_id);
     auto conf = generate_build_conf(index_type, metric_type);
     auto ds = knowhere::GenDataSet(N, dim, fakevec.data());
-    auto indexing =
-        std::make_unique<index::VectorMemIndex>(index_type, metric_type);
+    auto indexing = std::make_unique<index::VectorMemIndex>(
+        index_type,
+        metric_type,
+        knowhere::Version::GetCurrentVersion().VersionCode());
     indexing->BuildWithDataset(ds, conf);
     auto segment_sealed = CreateSealedSegment(schema);
 

internal/core/unittest/test_string_expr.cpp

@@ -186,10 +186,7 @@ GenTermPlan(const FieldMeta& fvec_meta,
         vector_type = proto::plan::VectorType::Float16Vector;
     }
 
-    auto anns = GenAnns(expr,
-                        vector_type,
-                        fvec_meta.get_id().get(),
-                        "$0");
+    auto anns = GenAnns(expr, vector_type, fvec_meta.get_id().get(), "$0");
 
     auto plan_node = GenPlanNode();
     plan_node->set_allocated_vector_anns(anns);
@@ -232,10 +229,8 @@ GenAlwaysFalsePlan(const FieldMeta& fvec_meta, const FieldMeta& str_meta) {
     } else if (fvec_meta.get_data_type() == DataType::VECTOR_FLOAT16) {
         vector_type = proto::plan::VectorType::Float16Vector;
     }
-    auto anns = GenAnns(always_false_expr,
-                        vector_type,
-                        fvec_meta.get_id().get(),
-                        "$0");
+    auto anns =
+        GenAnns(always_false_expr, vector_type, fvec_meta.get_id().get(), "$0");
 
     auto plan_node = GenPlanNode();
     plan_node->set_allocated_vector_anns(anns);
@@ -253,10 +248,8 @@ GenAlwaysTruePlan(const FieldMeta& fvec_meta, const FieldMeta& str_meta) {
     } else if (fvec_meta.get_data_type() == DataType::VECTOR_FLOAT16) {
         vector_type = proto::plan::VectorType::Float16Vector;
     }
-    auto anns = GenAnns(always_true_expr,
-                        vector_type,
-                        fvec_meta.get_id().get(),
-                        "$0");
+    auto anns =
+        GenAnns(always_true_expr, vector_type, fvec_meta.get_id().get(), "$0");
 
     auto plan_node = GenPlanNode();
     plan_node->set_allocated_vector_anns(anns);
@@ -386,11 +379,7 @@ TEST(StringExpr, Compare) {
         } else if (fvec_meta.get_data_type() == DataType::VECTOR_FLOAT16) {
             vector_type = proto::plan::VectorType::Float16Vector;
         }
-        auto anns =
-            GenAnns(expr,
-                    vector_type,
-                    fvec_meta.get_id().get(),
-                    "$0");
+        auto anns = GenAnns(expr, vector_type, fvec_meta.get_id().get(), "$0");
 
         auto plan_node = std::make_unique<proto::plan::PlanNode>();
         plan_node->set_allocated_vector_anns(anns);
@@ -497,11 +486,7 @@ TEST(StringExpr, UnaryRange) {
         } else if (fvec_meta.get_data_type() == DataType::VECTOR_FLOAT16) {
             vector_type = proto::plan::VectorType::Float16Vector;
         }
-        auto anns =
-            GenAnns(expr,
-                    vector_type,
-                    fvec_meta.get_id().get(),
-                    "$0");
+        auto anns = GenAnns(expr, vector_type, fvec_meta.get_id().get(), "$0");
 
         auto plan_node = std::make_unique<proto::plan::PlanNode>();
         plan_node->set_allocated_vector_anns(anns);
@@ -600,11 +585,7 @@ TEST(StringExpr, BinaryRange) {
         } else if (fvec_meta.get_data_type() == DataType::VECTOR_FLOAT16) {
             vector_type = proto::plan::VectorType::Float16Vector;
         }
-        auto anns =
-            GenAnns(expr,
-                    vector_type,
-                    fvec_meta.get_id().get(),
-                    "$0");
+        auto anns = GenAnns(expr, vector_type, fvec_meta.get_id().get(), "$0");
 
         auto plan_node = std::make_unique<proto::plan::PlanNode>();
         plan_node->set_allocated_vector_anns(anns);

internal/core/unittest/test_utils/DataGen.h

@@ -910,7 +910,9 @@ GenVecIndexing(int64_t N, int64_t dim, const float* vec) {
                        {knowhere::meta::DEVICE_ID, 0}};
     auto database = knowhere::GenDataSet(N, dim, vec);
     auto indexing = std::make_unique<index::VectorMemIndex>(
-        knowhere::IndexEnum::INDEX_FAISS_IVFFLAT, knowhere::metric::L2);
+        knowhere::IndexEnum::INDEX_FAISS_IVFFLAT,
+        knowhere::metric::L2,
+        knowhere::Version::GetCurrentVersion().VersionCode());
     indexing->BuildWithDataset(database, conf);
     return indexing;
 }

internal/datacoord/index_builder.go

@@ -301,6 +301,7 @@ func (ib *indexBuilder) process(buildID UniqueID) bool {
 			IndexParams:        indexParams,
 			TypeParams:         typeParams,
 			NumRows:            meta.NumRows,
+			IndexEngineVersion: meta.IndexEngineVersion,
 		}
 		if err := ib.assignTask(client, req); err != nil {
 			// need to release lock then reassign, so set task state to retry

internal/datacoord/index_service.go

@@ -51,7 +51,10 @@ func (s *Server) startIndexService(ctx context.Context) {
 }
 
 func (s *Server) createIndexForSegment(segment *SegmentInfo, indexID UniqueID) error {
-	log.Info("create index for segment", zap.Int64("segmentID", segment.ID), zap.Int64("indexID", indexID))
+	indexEngineVersion := Params.CommonCfg.IndexEngineVersion.GetValue()
+	log.Info("create index for segment", zap.Int64("segmentID", segment.ID), zap.Int64("indexID", indexID),
+		zap.String("index_engine_version", indexEngineVersion),
+	)
 	buildID, err := s.allocator.allocID(context.Background())
 	if err != nil {
 		return err
@@ -65,6 +68,7 @@ func (s *Server) createIndexForSegment(segment *SegmentInfo, indexID UniqueID) e
 		BuildID:            buildID,
 		CreateTime:         uint64(segment.ID),
 		WriteHandoff:       false,
+		IndexEngineVersion: indexEngineVersion,
 	}
 	if err = s.meta.AddSegmentIndex(segIndex); err != nil {
 		return err
@@ -742,6 +746,7 @@ func (s *Server) GetIndexInfos(ctx context.Context, req *indexpb.GetIndexInfoReq
 							SerializedSize:     segIdx.IndexSize,
 							IndexVersion:       segIdx.IndexVersion,
 							NumRows:            segIdx.NumRows,
+							IndexEngineVersion: segIdx.IndexEngineVersion,
 						})
 				}
 			}

internal/indexnode/indexnode_service.go

@@ -63,6 +63,7 @@ func (i *IndexNode) CreateJob(ctx context.Context, req *indexpb.CreateJobRequest
 		zap.Any("typeParams", req.GetTypeParams()),
 		zap.Any("indexParams", req.GetIndexParams()),
 		zap.Int64("numRows", req.GetNumRows()),
+		zap.String("index_engine_version", req.GetIndexEngineVersion()),
 	)
 	ctx, sp := otel.Tracer(typeutil.IndexNodeRole).Start(ctx, "IndexNode-CreateIndex", trace.WithAttributes(
 		attribute.Int64("indexBuildID", req.GetBuildID()),

internal/indexnode/task.go

@@ -337,6 +337,11 @@ func (it *indexBuildTask) BuildIndex(ctx context.Context) error {
 		}
 	}
 
+	if err := buildIndexInfo.AppendIndexEngineVersion(it.req.GetIndexEngineVersion()); err != nil {
+		log.Ctx(ctx).Warn("append index engine version failed", zap.Error(err))
+		return err
+	}
+
 	it.index, err = indexcgowrapper.CreateIndex(ctx, buildIndexInfo)
 	if err != nil {
 		if it.index != nil && it.index.CleanLocalData() != nil {

internal/metastore/model/segment_index.go

@@ -23,6 +23,7 @@ type SegmentIndex struct {
 	IndexSize     uint64
 	// deprecated
 	WriteHandoff       bool
+	IndexEngineVersion string
 }
 
 func UnmarshalSegmentIndexModel(segIndex *indexpb.SegmentIndex) *SegmentIndex {
@@ -46,6 +47,7 @@ func UnmarshalSegmentIndexModel(segIndex *indexpb.SegmentIndex) *SegmentIndex {
 		IndexFileKeys:      common.CloneStringList(segIndex.IndexFileKeys),
 		IndexSize:          segIndex.SerializeSize,
 		WriteHandoff:       segIndex.WriteHandoff,
+		IndexEngineVersion: segIndex.GetIndexEngineVersion(),
 	}
 }
 
@@ -70,6 +72,7 @@ func MarshalSegmentIndexModel(segIdx *SegmentIndex) *indexpb.SegmentIndex {
 		CreateTime:         segIdx.CreateTime,
 		SerializeSize:      segIdx.IndexSize,
 		WriteHandoff:       segIdx.WriteHandoff,
+		IndexEngineVersion: segIdx.IndexEngineVersion,
 	}
 }
 
@@ -90,5 +93,6 @@ func CloneSegmentIndex(segIndex *SegmentIndex) *SegmentIndex {
 		IndexFileKeys:      common.CloneStringList(segIndex.IndexFileKeys),
 		IndexSize:          segIndex.IndexSize,
 		WriteHandoff:       segIndex.WriteHandoff,
+		IndexEngineVersion: segIndex.IndexEngineVersion,
 	}
 }

internal/proto/index_coord.proto

@@ -83,6 +83,7 @@ message SegmentIndex {
   uint64 create_time = 13;
   uint64 serialize_size = 14;
   bool write_handoff = 15;
+  string index_engine_version = 16;
 }
 
 message RegisterNodeRequest {
@@ -152,6 +153,7 @@ message IndexFilePathInfo {
   uint64 serialized_size = 8;
   int64 index_version = 9;
   int64 num_rows = 10;
+  string index_engine_version = 11;
 }
 
 message SegmentInfo {
@@ -223,6 +225,7 @@ message CreateJobRequest {
   repeated common.KeyValuePair index_params = 9;
   repeated common.KeyValuePair type_params = 10;
   int64 num_rows = 11;
+  string index_engine_version = 12;
 }
 
 message QueryJobsRequest {

internal/proto/indexpb/index_coord.pb.go

@@ -236,6 +236,7 @@ type SegmentIndex struct {
 	CreateTime           uint64              `protobuf:"varint,13,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"`
 	SerializeSize        uint64              `protobuf:"varint,14,opt,name=serialize_size,json=serializeSize,proto3" json:"serialize_size,omitempty"`
 	WriteHandoff         bool                `protobuf:"varint,15,opt,name=write_handoff,json=writeHandoff,proto3" json:"write_handoff,omitempty"`
+	IndexEngineVersion   string              `protobuf:"bytes,16,opt,name=index_engine_version,json=indexEngineVersion,proto3" json:"index_engine_version,omitempty"`
 	XXX_NoUnkeyedLiteral struct{}            `json:"-"`
 	XXX_unrecognized     []byte              `json:"-"`
 	XXX_sizecache        int32               `json:"-"`
@@ -371,6 +372,13 @@ func (m *SegmentIndex) GetWriteHandoff() bool {
 	return false
 }
 
+func (m *SegmentIndex) GetIndexEngineVersion() string {
+	if m != nil {
+		return m.IndexEngineVersion
+	}
+	return ""
+}
+
 type RegisterNodeRequest struct {
 	Base                 *commonpb.MsgBase `protobuf:"bytes,1,opt,name=base,proto3" json:"base,omitempty"`
 	Address              *commonpb.Address `protobuf:"bytes,2,opt,name=address,proto3" json:"address,omitempty"`
@@ -893,6 +901,7 @@ type IndexFilePathInfo struct {
 	SerializedSize       uint64                   `protobuf:"varint,8,opt,name=serialized_size,json=serializedSize,proto3" json:"serialized_size,omitempty"`
 	IndexVersion         int64                    `protobuf:"varint,9,opt,name=index_version,json=indexVersion,proto3" json:"index_version,omitempty"`
 	NumRows              int64                    `protobuf:"varint,10,opt,name=num_rows,json=numRows,proto3" json:"num_rows,omitempty"`
+	IndexEngineVersion   string                   `protobuf:"bytes,11,opt,name=index_engine_version,json=indexEngineVersion,proto3" json:"index_engine_version,omitempty"`
 	XXX_NoUnkeyedLiteral struct{}                 `json:"-"`
 	XXX_unrecognized     []byte                   `json:"-"`
 	XXX_sizecache        int32                    `json:"-"`
@@ -993,6 +1002,13 @@ func (m *IndexFilePathInfo) GetNumRows() int64 {
 	return 0
 }
 
+func (m *IndexFilePathInfo) GetIndexEngineVersion() string {
+	if m != nil {
+		return m.IndexEngineVersion
+	}
+	return ""
+}
+
 type SegmentInfo struct {
 	CollectionID         int64                `protobuf:"varint,1,opt,name=collectionID,proto3" json:"collectionID,omitempty"`
 	SegmentID            int64                `protobuf:"varint,2,opt,name=segmentID,proto3" json:"segmentID,omitempty"`
@@ -1517,6 +1533,7 @@ type CreateJobRequest struct {
 	IndexParams          []*commonpb.KeyValuePair `protobuf:"bytes,9,rep,name=index_params,json=indexParams,proto3" json:"index_params,omitempty"`
 	TypeParams           []*commonpb.KeyValuePair `protobuf:"bytes,10,rep,name=type_params,json=typeParams,proto3" json:"type_params,omitempty"`
 	NumRows              int64                    `protobuf:"varint,11,opt,name=num_rows,json=numRows,proto3" json:"num_rows,omitempty"`
+	IndexEngineVersion   string                   `protobuf:"bytes,12,opt,name=index_engine_version,json=indexEngineVersion,proto3" json:"index_engine_version,omitempty"`
 	XXX_NoUnkeyedLiteral struct{}                 `json:"-"`
 	XXX_unrecognized     []byte                   `json:"-"`
 	XXX_sizecache        int32                    `json:"-"`
@@ -1624,6 +1641,13 @@ func (m *CreateJobRequest) GetNumRows() int64 {
 	return 0
 }
 
+func (m *CreateJobRequest) GetIndexEngineVersion() string {
+	if m != nil {
+		return m.IndexEngineVersion
+	}
+	return ""
+}
+
 type QueryJobsRequest struct {
 	ClusterID            string   `protobuf:"bytes,1,opt,name=clusterID,proto3" json:"clusterID,omitempty"`
 	BuildIDs             []int64  `protobuf:"varint,2,rep,packed,name=buildIDs,proto3" json:"buildIDs,omitempty"`
@@ -2173,152 +2197,154 @@ func init() {
 func init() { proto.RegisterFile("index_coord.proto", fileDescriptor_f9e019eb3fda53c2) }
 
 var fileDescriptor_f9e019eb3fda53c2 = []byte{
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 }
 
 // Reference imports to suppress errors if they are not otherwise used.

internal/proto/internalpb/internal.pb.go

@@ -1106,8 +1106,9 @@ type RetrieveRequest struct {
 	Limit                        int64             `protobuf:"varint,11,opt,name=limit,proto3" json:"limit,omitempty"`
 	IgnoreGrowing                bool              `protobuf:"varint,12,opt,name=ignoreGrowing,proto3" json:"ignoreGrowing,omitempty"`
 	IsCount                      bool              `protobuf:"varint,13,opt,name=is_count,json=isCount,proto3" json:"is_count,omitempty"`
-	ReduceStopForBest    bool              `protobuf:"varint,14,opt,name=reduce_stop_for_best,json=reduceStopForBest,proto3" json:"reduce_stop_for_best,omitempty"`
+	IterationExtensionReduceRate int64             `protobuf:"varint,14,opt,name=iteration_extension_reduce_rate,json=iterationExtensionReduceRate,proto3" json:"iteration_extension_reduce_rate,omitempty"`
 	Username                     string            `protobuf:"bytes,15,opt,name=username,proto3" json:"username,omitempty"`
+	ReduceStopForBest            bool              `protobuf:"varint,16,opt,name=reduce_stop_for_best,json=reduceStopForBest,proto3" json:"reduce_stop_for_best,omitempty"`
 	XXX_NoUnkeyedLiteral         struct{}          `json:"-"`
 	XXX_unrecognized             []byte            `json:"-"`
 	XXX_sizecache                int32             `json:"-"`
@@ -1229,11 +1230,11 @@ func (m *RetrieveRequest) GetIsCount() bool {
 	return false
 }
 
-func (m *RetrieveRequest) GetReduceStopForBest() bool {
+func (m *RetrieveRequest) GetIterationExtensionReduceRate() int64 {
 	if m != nil {
-		return m.ReduceStopForBest
+		return m.IterationExtensionReduceRate
 	}
-	return false
+	return 0
 }
 
 func (m *RetrieveRequest) GetUsername() string {
@@ -1243,6 +1244,13 @@ func (m *RetrieveRequest) GetUsername() string {
 	return ""
 }
 
+func (m *RetrieveRequest) GetReduceStopForBest() bool {
+	if m != nil {
+		return m.ReduceStopForBest
+	}
+	return false
+}
+
 type RetrieveResults struct {
 	Base                      *commonpb.MsgBase     `protobuf:"bytes,1,opt,name=base,proto3" json:"base,omitempty"`
 	Status                    *commonpb.Status      `protobuf:"bytes,2,opt,name=status,proto3" json:"status,omitempty"`
@@ -1999,126 +2007,128 @@ func init() {
 func init() { proto.RegisterFile("internal.proto", fileDescriptor_41f4a519b878ee3b) }
 
 var fileDescriptor_41f4a519b878ee3b = []byte{
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 }

internal/proto/planpb/plan.pb.go

@@ -237,7 +237,6 @@ func (BinaryExpr_BinaryOp) EnumDescriptor() ([]byte, []int) {
 
 type GenericValue struct {
 	// Types that are valid to be assigned to Val:
-	//
 	//	*GenericValue_BoolVal
 	//	*GenericValue_Int64Val
 	//	*GenericValue_FloatVal
@@ -1298,7 +1297,6 @@ var xxx_messageInfo_AlwaysTrueExpr proto.InternalMessageInfo
 
 type Expr struct {
 	// Types that are valid to be assigned to Expr:
-	//
 	//	*Expr_TermExpr
 	//	*Expr_UnaryExpr
 	//	*Expr_BinaryExpr
@@ -1670,7 +1668,6 @@ func (m *QueryPlanNode) GetLimit() int64 {
 
 type PlanNode struct {
 	// Types that are valid to be assigned to Node:
-	//
 	//	*PlanNode_VectorAnns
 	//	*PlanNode_Predicates
 	//	*PlanNode_Query

internal/proto/proxypb/proxy.pb.go

@@ -29,7 +29,6 @@ const _ = proto.ProtoPackageIsVersion3 // please upgrade the proto package
 
 type InvalidateCollMetaCacheRequest struct {
 	// MsgType:
-	//
 	//  DropCollection    ->  {meta cache, dml channels}
 	//  Other             ->  {meta cache}
 	Base                 *commonpb.MsgBase `protobuf:"bytes,1,opt,name=base,proto3" json:"base,omitempty"`

internal/proto/query_coord.proto

@@ -270,6 +270,7 @@ message FieldIndexInfo {
   int64 index_size = 8;
   int64 index_version = 9;
   int64 num_rows = 10;
+  string index_engine_version = 11;
 }
 
 enum LoadScope {

internal/proto/querypb/query_coord.pb.go

@@ -1771,6 +1771,7 @@ type FieldIndexInfo struct {
 	IndexSize            int64                    `protobuf:"varint,8,opt,name=index_size,json=indexSize,proto3" json:"index_size,omitempty"`
 	IndexVersion         int64                    `protobuf:"varint,9,opt,name=index_version,json=indexVersion,proto3" json:"index_version,omitempty"`
 	NumRows              int64                    `protobuf:"varint,10,opt,name=num_rows,json=numRows,proto3" json:"num_rows,omitempty"`
+	IndexEngineVersion   string                   `protobuf:"bytes,11,opt,name=index_engine_version,json=indexEngineVersion,proto3" json:"index_engine_version,omitempty"`
 	XXX_NoUnkeyedLiteral struct{}                 `json:"-"`
 	XXX_unrecognized     []byte                   `json:"-"`
 	XXX_sizecache        int32                    `json:"-"`
@@ -1871,6 +1872,13 @@ func (m *FieldIndexInfo) GetNumRows() int64 {
 	return 0
 }
 
+func (m *FieldIndexInfo) GetIndexEngineVersion() string {
+	if m != nil {
+		return m.IndexEngineVersion
+	}
+	return ""
+}
+
 type LoadSegmentsRequest struct {
 	Base                 *commonpb.MsgBase          `protobuf:"bytes,1,opt,name=base,proto3" json:"base,omitempty"`
 	DstNodeID            int64                      `protobuf:"varint,2,opt,name=dst_nodeID,json=dstNodeID,proto3" json:"dst_nodeID,omitempty"`
@@ -4574,307 +4582,308 @@ func init() {
 func init() { proto.RegisterFile("query_coord.proto", fileDescriptor_aab7cc9a69ed26e8) }
 
 var fileDescriptor_aab7cc9a69ed26e8 = []byte{
-	// 4789 bytes of a gzipped FileDescriptorProto
+	// 4809 bytes of a gzipped FileDescriptorProto
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+	0x1f, 0xc2, 0xa4, 0x9e, 0x02, 0xf5, 0x67, 0x3d, 0x18, 0x0a, 0x27, 0x4e, 0x44, 0xe8, 0xff, 0x01,
+	0x74, 0x18, 0x28, 0x66, 0xd0, 0x13, 0x9c, 0x7c, 0x17, 0x6a, 0xd4, 0xb5, 0x23, 0xe5, 0x81, 0x42,
+	0xfa, 0x51, 0x4f, 0x7f, 0xf6, 0x3b, 0x9e, 0x84, 0xe2, 0x26, 0x1d, 0xc9, 0xaa, 0x3a, 0x4f, 0x72,
+	0xea, 0x1b, 0x25, 0xf4, 0x03, 0x68, 0xb3, 0xc9, 0x05, 0x37, 0x9e, 0x24, 0xe5, 0x43, 0x58, 0x4e,
+	0x51, 0xfe, 0x34, 0x50, 0xdc, 0x28, 0xfd, 0x3f, 0x8f, 0xee, 0x3f, 0xa5, 0x8f, 0x6a, 0xb2, 0xd7,
+	0xc6, 0xd0, 0xfa, 0xe9, 0xee, 0xbe, 0xf5, 0xaf, 0x17, 0xee, 0x1f, 0x63, 0xfe, 0x11, 0x68, 0xd9,
+	0xa3, 0x42, 0xf4, 0xd2, 0x34, 0x5f, 0xa2, 0xc2, 0x39, 0xc3, 0x91, 0x7c, 0x0f, 0x16, 0x58, 0x8d,
+	0x58, 0x6d, 0x80, 0x52, 0xfd, 0x78, 0xc6, 0x5c, 0x77, 0xbe, 0xf5, 0xd1, 0xc6, 0xc8, 0x8e, 0x0e,
+	0x26, 0x7b, 0xa4, 0xe5, 0x3a, 0xeb, 0xfa, 0x8a, 0xed, 0xf3, 0x5f, 0xd7, 0x85, 0x2c, 0xaf, 0xd3,
+	0xd1, 0xd7, 0x29, 0x82, 0xf1, 0xde, 0xde, 0x02, 0xfd, 0xbc, 0xf9, 0x7f, 0x01, 0x00, 0x00, 0xff,
+	0xff, 0x58, 0xcf, 0x74, 0x0f, 0x02, 0x54, 0x00, 0x00,
 }
 
 // Reference imports to suppress errors if they are not otherwise used.

internal/querycoordv2/meta/coordinator_broker.go

@@ -236,6 +236,7 @@ func (broker *CoordinatorBroker) GetIndexInfo(ctx context.Context, collectionID
 			IndexSize:          int64(info.GetSerializedSize()),
 			IndexVersion:       info.GetIndexVersion(),
 			NumRows:            info.GetNumRows(),
+			IndexEngineVersion: info.GetIndexEngineVersion(),
 		})
 	}
 

internal/querynodev2/segments/load_index_info.go

@@ -87,6 +87,10 @@ func (li *LoadIndexInfo) appendLoadIndexInfo(indexInfo *querypb.FieldIndexInfo,
 		}
 	}
 
+	if err := li.appendIndexEngineVersion(indexInfo.GetIndexEngineVersion()); err != nil {
+		return err
+	}
+
 	err = li.appendIndexData(indexPaths)
 	return err
 }
@@ -148,3 +152,11 @@ func (li *LoadIndexInfo) appendIndexData(indexKeys []string) error {
 	status := C.AppendIndexV2(li.cLoadIndexInfo)
 	return HandleCStatus(&status, "AppendIndex failed")
 }
+
+func (li *LoadIndexInfo) appendIndexEngineVersion(indexEngineVersion string) error {
+	cIndexEngineVersion := C.CString(indexEngineVersion)
+	defer C.free(unsafe.Pointer(cIndexEngineVersion))
+
+	status := C.AppendIndexEngineVersionToLoadInfo(li.cLoadIndexInfo, cIndexEngineVersion)
+	return HandleCStatus(&status, "AppendIndexEngineVersion failed")
+}

internal/querynodev2/segments/segment_loader.go

@@ -673,6 +673,7 @@ func (loader *segmentLoader) loadFieldsIndex(ctx context.Context,
 			zap.Int64("segment", segment.segmentID),
 			zap.Int64("fieldID", fieldID),
 			zap.Any("binlog", fieldInfo.FieldBinlog.Binlogs),
+			zap.String("index_engine_version", fieldInfo.IndexInfo.GetIndexEngineVersion()),
 		)
 
 		segment.AddIndex(fieldID, fieldInfo)

internal/util/indexcgowrapper/build_index_info.go

@@ -150,3 +150,11 @@ func (bi *BuildIndexInfo) AppendInsertFile(filePath string) error {
 	status := C.AppendInsertFilePath(bi.cBuildIndexInfo, cInsertFilePath)
 	return HandleCStatus(&status, "appendInsertFile failed")
 }
+
+func (bi *BuildIndexInfo) AppendIndexEngineVersion(indexEngineVersion string) error {
+	cIndexEngineVersion := C.CString(indexEngineVersion)
+	defer C.free(unsafe.Pointer(cIndexEngineVersion))
+
+	status := C.AppendIndexEngineVersionToBuildInfo(bi.cBuildIndexInfo, cIndexEngineVersion)
+	return HandleCStatus(&status, "AppendIndexEngineVersion failed")
+}

pkg/util/paramtable/component_param.go

@@ -216,6 +216,8 @@ type commonConfig struct {
 	EnableLockMetrics        ParamItem `refreshable:"false"`
 	LockSlowLogInfoThreshold ParamItem `refreshable:"true"`
 	LockSlowLogWarnThreshold ParamItem `refreshable:"true"`
+
+	IndexEngineVersion ParamItem `refreshable:"true"`
 }
 
 func (p *commonConfig) init(base *BaseTable) {
@@ -612,6 +614,15 @@ like the old password verification when updating the credential`,
 		Export:       true,
 	}
 	p.LockSlowLogWarnThreshold.Init(base.mgr)
+
+	p.IndexEngineVersion = ParamItem{
+		Key:          "common.indexEngineVersion",
+		Version:      "2.3.2",
+		DefaultValue: "knowhere-v0",
+		Doc:          "version of index engine",
+		Export:       true,
+	}
+	p.IndexEngineVersion.Init(base.mgr)
 }
 
 type traceConfig struct {

scripts/core_build.sh

@@ -105,8 +105,9 @@ BUILD_DISK_ANN="OFF"
 USE_ASAN="OFF"
 OPEN_SIMD="OFF"
 USE_DYNAMIC_SIMD="OFF"
+INDEX_ENGINE="KNOWHERE"
 
-while getopts "p:d:t:s:f:n:i:y:a:ulrcghzmebZ" arg; do
+while getopts "p:d:t:s:f:n:i:y:a:x:ulrcghzmebZ" arg; do
   case $arg in
   f)
     CUSTOM_THIRDPARTY_PATH=$OPTARG
@@ -170,6 +171,9 @@ while getopts "p:d:t:s:f:n:i:y:a:ulrcghzmebZ" arg; do
   Z)
     BUILD_WITHOUT_AZURE="on"
     ;;
+  x)
+    INDEX_ENGINE=$OPTARG
+    ;;
   h) # help
     echo "
 
@@ -290,8 +294,9 @@ ${CMAKE_EXTRA_ARGS} \
 -DBUILD_DISK_ANN=${BUILD_DISK_ANN} \
 -DUSE_ASAN=${USE_ASAN} \
 -DOPEN_SIMD=${OPEN_SIMD} \
--DUSE_DYNAMIC_SIMD=${USE_DYNAMIC_SIMD}
--DCPU_ARCH=${CPU_ARCH} "
+-DUSE_DYNAMIC_SIMD=${USE_DYNAMIC_SIMD} \
+-DCPU_ARCH=${CPU_ARCH} \
+-DINDEX_ENGINE=${INDEX_ENGINE} "
 if [ -z "$BUILD_WITHOUT_AZURE" ]; then
 CMAKE_CMD=${CMAKE_CMD}"-DAZURE_BUILD_DIR=${AZURE_BUILD_DIR} \
 -DVCPKG_TARGET_TRIPLET=${VCPKG_TARGET_TRIPLET} "

tests/scripts/values/cardinal.yaml

@@ -0,0 +1,4 @@
+extraConfigFiles:
+  user.yaml: |+
+    common:
+      indexEngineVersion: "cardinal-v0"