diff --git a/CMakeLists.txt b/CMakeLists.txt
index 84bf26e88..9235e6e92 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -43,7 +43,8 @@ knowhere_option(WITH_LIGHT "Build with light weight version" OFF)
 # cardinal is an enterprise vector search engine and can only be enabled for
 # cloud environment
 knowhere_option(WITH_CARDINAL "Build with cardinal" OFF)
-knowhere_option(CARDINAL_VERSION_FORCE_CHECKOUT "Force checkout cardinal version" OFF)
+knowhere_option(CARDINAL_VERSION_FORCE_CHECKOUT
+                "Force checkout cardinal version" OFF)
 # this is needed for clang on ubuntu:20.04, otherwise the linked fails with
 # 'undefined reference' error. fmt v9 was used by the time the error was
 # encountered. clang on ubuntu:22.04 seems to be unaffected. gcc seems to be
@@ -97,10 +98,10 @@ find_package(nlohmann_json REQUIRED)
 find_package(glog REQUIRED)
 find_package(prometheus-cpp REQUIRED)
 if(NOT WITH_RAFT)
-    find_package(fmt REQUIRED)
+  find_package(fmt REQUIRED)
 endif()
 if(NOT WITH_LIGHT)
-    find_package(opentelemetry-cpp REQUIRED)
+  find_package(opentelemetry-cpp REQUIRED)
 endif()
 set(CMAKE_CXX_STANDARD 17)
 set(CMAKE_OSX_DEPLOYMENT_TARGET
@@ -131,8 +132,18 @@ if(NOT WITH_LIGHT)
 endif()
 
 if(WITH_LIGHT)
-  knowhere_file_glob(GLOB_RECURSE KNOWHERE_SRCS src/common/*.cc
-                     src/index/hnsw/hnsw.cc src/io/*.cc src/index/index_factory.cc)
+  knowhere_file_glob(
+    GLOB_RECURSE
+    KNOWHERE_SRCS
+    src/common/*.cc
+    src/index/ivf/ivf.cc
+    src/index/index_node_data_mock_wrapper.cc
+    src/index/index_static.cc
+    src/index/index.cc
+    src/index/interrupt.cc
+    src/index/sparse/*.cc
+    src/io/*.cc
+    src/index/index_factory.cc)
   knowhere_file_glob(GLOB_RECURSE KNOWHERE_TRACER_SRCS src/common/tracer.cc
                      src/common/prometheus_client.cc)
   list(REMOVE_ITEM KNOWHERE_SRCS ${KNOWHERE_TRACER_SRCS})
diff --git a/conanfile.py b/conanfile.py
index 3de79f9e4..094d733b3 100644
--- a/conanfile.py
+++ b/conanfile.py
@@ -33,6 +33,7 @@ class KnowhereConan(ConanFile):
         "with_benchmark": [True, False],
         "with_coverage": [True, False],
         "with_faiss_tests": [True, False],
+        "with_light": [True, False],
     }
     default_options = {
         "shared": True,
@@ -50,6 +51,7 @@ class KnowhereConan(ConanFile):
         "boost:without_test": True,
         "fmt:header_only": True,
         "with_faiss_tests": False,
+        "with_light": False,
     }
 
     exports_sources = (
@@ -95,7 +97,8 @@ def requirements(self):
         self.requires("fmt/9.1.0")
         self.requires("folly/2023.10.30.08@milvus/dev")
         self.requires("libcurl/8.2.1")
-        self.requires("opentelemetry-cpp/1.8.1.1@milvus/dev")
+        if not self.options.with_light:
+            self.requires("opentelemetry-cpp/1.8.1.1@milvus/dev")
         if self.settings.os != "Macos":
             self.requires("libunwind/1.7.2")
         if self.options.with_ut:
@@ -164,6 +167,7 @@ def generate(self):
         tc.variables["WITH_BENCHMARK"] = self.options.with_benchmark
         tc.variables["WITH_COVERAGE"] = self.options.with_coverage
         tc.variables["WITH_FAISS_TESTS"] = self.options.with_faiss_tests
+        tc.variables["WITH_LIGHT"] = self.options.with_light
         tc.generate()
 
         deps = CMakeDeps(self)
diff --git a/src/common/comp/brute_force.cc b/src/common/comp/brute_force.cc
index 7d29e37a4..80ee7154f 100644
--- a/src/common/comp/brute_force.cc
+++ b/src/common/comp/brute_force.cc
@@ -539,7 +539,6 @@ BruteForce::SearchSparseWithBuf(const DataSetPtr base_dataset, const DataSetPtr
                                 float* distances, const Json& config, const BitsetView& bitset) {
     auto base = static_cast<const sparse::SparseRow<float>*>(base_dataset->GetTensor());
     auto rows = base_dataset->GetRows();
-    auto dim = base_dataset->GetDim();
     auto xb_id_offset = base_dataset->GetTensorBeginId();
 
     auto xq = static_cast<const sparse::SparseRow<float>*>(query_dataset->GetTensor());
@@ -555,6 +554,7 @@ BruteForce::SearchSparseWithBuf(const DataSetPtr base_dataset, const DataSetPtr
 
 #if defined(NOT_COMPILE_FOR_SWIG) && !defined(KNOWHERE_WITH_LIGHT)
     // LCOV_EXCL_START
+    auto dim = base_dataset->GetDim();
     std::shared_ptr<tracer::trace::Span> span = nullptr;
     if (cfg.trace_id.has_value()) {
         auto trace_id_str = tracer::GetIDFromHexStr(cfg.trace_id.value());
@@ -776,7 +776,6 @@ BruteForce::AnnIterator<knowhere::sparse::SparseRow<float>>(const DataSetPtr bas
                                                             const BitsetView& bitset) {
     auto base = static_cast<const sparse::SparseRow<float>*>(base_dataset->GetTensor());
     auto rows = base_dataset->GetRows();
-    auto dim = base_dataset->GetDim();
     auto xb_id_offset = base_dataset->GetTensorBeginId();
 
     auto xq = static_cast<const sparse::SparseRow<float>*>(query_dataset->GetTensor());
@@ -795,6 +794,7 @@ BruteForce::AnnIterator<knowhere::sparse::SparseRow<float>>(const DataSetPtr bas
 
 #if defined(NOT_COMPILE_FOR_SWIG) && !defined(KNOWHERE_WITH_LIGHT)
     // LCOV_EXCL_START
+    auto dim = base_dataset->GetDim();
     std::shared_ptr<tracer::trace::Span> span = nullptr;
     if (cfg.trace_id.has_value()) {
         auto trace_id_str = tracer::GetIDFromHexStr(cfg.trace_id.value());