diff --git a/internal/core/conanfile.py b/internal/core/conanfile.py
index 474515264656384f2acda9a79aac5ea76707aa39..3c9176c15b753f0a304d20b19f958c89aedaa6f2 100644
--- a/internal/core/conanfile.py
+++ b/internal/core/conanfile.py
@@ -5,7 +5,7 @@ class MilvusConan(ConanFile):
     settings = "os", "compiler", "build_type", "arch"
     requires = (
         "rocksdb/6.29.5",
-        "boost/1.79.0",
+        "boost/1.82.0",
         "onetbb/2021.7.0",
         "nlohmann_json/3.11.2",
         "zstd/1.5.4",
@@ -81,13 +81,6 @@ class MilvusConan(ConanFile):
                 del self.options["folly"].use_sse4_2
 
             self.options["arrow"].with_jemalloc = False
-            self.options["boost"].without_fiber = True
-            self.options["boost"].without_json = True
-            self.options["boost"].without_wave = True
-            self.options["boost"].without_math = True
-            self.options["boost"].without_graph = True
-            self.options["boost"].without_graph_parallel = True
-            self.options["boost"].without_nowide = True
 
     def imports(self):
         self.copy("*.dylib", "../lib", "lib")
diff --git a/internal/core/src/common/Types.h b/internal/core/src/common/Types.h
index dd7fd7769842093cf4fc4add8a89fae9ea124ddd..023d51af81ae6a9837093e415ebeba319064948d 100644
--- a/internal/core/src/common/Types.h
+++ b/internal/core/src/common/Types.h
@@ -23,6 +23,7 @@
 #include <boost/align/aligned_allocator.hpp>
 #include <boost/container/vector.hpp>
 #include <boost/dynamic_bitset.hpp>
+#include <folly/FBVector.h>
 
 #include <limits>
 #include <memory>
@@ -123,7 +124,8 @@ using BitsetTypePtr = std::shared_ptr<boost::dynamic_bitset<>>;
 using BitsetTypeOpt = std::optional<BitsetType>;
 
 template <typename Type>
-using FixedVector = boost::container::vector<Type>;
+using FixedVector = folly::fbvector<
+    Type>;  // boost::container::vector has memory leak when version > 1.79, so use folly::fbvector instead
 
 using Config = nlohmann::json;
 using TargetBitmap = FixedVector<bool>;
diff --git a/scripts/setenv.sh b/scripts/setenv.sh
index 93c40085dd719a3d4ef78b03fbeeb0851cad11cb..40e0a1a677c270e664d827c063aed321fbf1ab46 100644
--- a/scripts/setenv.sh
+++ b/scripts/setenv.sh
@@ -47,13 +47,13 @@ case "${unameOut}" in
       export RPATH=$LD_LIBRARY_PATH;;
     Darwin*)
       # detect llvm version by valid list
-      for llvm_version in 15 14 NOT_FOUND ; do
+      for llvm_version in 16 15 14 NOT_FOUND ; do
         if brew ls --versions llvm@${llvm_version} > /dev/null; then
           break
         fi
       done
       if [ "${llvm_version}" = "NOT_FOUND" ] ; then
-        echo "valid llvm(14 or 15) not installed"
+        echo "valid llvm(>=14) not installed"
         exit 1
       fi
       llvm_prefix="$(brew --prefix llvm@${llvm_version})"