diff --git a/internal/core/src/segcore/SegmentSealedImpl.cpp b/internal/core/src/segcore/SegmentSealedImpl.cpp
index 627e146998..cda939b582 100644
--- a/internal/core/src/segcore/SegmentSealedImpl.cpp
+++ b/internal/core/src/segcore/SegmentSealedImpl.cpp
@@ -1129,7 +1129,7 @@ SegmentSealedImpl::ClearData() {
     index_ready_bitset_.reset();
     binlog_index_bitset_.reset();
     system_ready_count_ = 0;
-    num_rows_ = 0;
+    num_rows_ = std::nullopt;
     scalar_indexings_.clear();
     vector_indexings_.clear();
     insert_record_.clear();
diff --git a/internal/querynodev2/segments/mock_segment.go b/internal/querynodev2/segments/mock_segment.go
index 878ccca5ed..0670236a0e 100644
--- a/internal/querynodev2/segments/mock_segment.go
+++ b/internal/querynodev2/segments/mock_segment.go
@@ -993,6 +993,39 @@ func (_c *MockSegment_Release_Call) RunAndReturn(run func(...releaseOption)) *Mo
 	return _c
 }
 
+// ResetIndexesLazyLoad provides a mock function with given fields: lazyState
+func (_m *MockSegment) ResetIndexesLazyLoad(lazyState bool) {
+	_m.Called(lazyState)
+}
+
+// MockSegment_ResetIndexesLazyLoad_Call is a *mock.Call that shadows Run/Return methods with type explicit version for method 'ResetIndexesLazyLoad'
+type MockSegment_ResetIndexesLazyLoad_Call struct {
+	*mock.Call
+}
+
+// ResetIndexesLazyLoad is a helper method to define mock.On call
+//   - lazyState bool
+func (_e *MockSegment_Expecter) ResetIndexesLazyLoad(lazyState interface{}) *MockSegment_ResetIndexesLazyLoad_Call {
+	return &MockSegment_ResetIndexesLazyLoad_Call{Call: _e.mock.On("ResetIndexesLazyLoad", lazyState)}
+}
+
+func (_c *MockSegment_ResetIndexesLazyLoad_Call) Run(run func(lazyState bool)) *MockSegment_ResetIndexesLazyLoad_Call {
+	_c.Call.Run(func(args mock.Arguments) {
+		run(args[0].(bool))
+	})
+	return _c
+}
+
+func (_c *MockSegment_ResetIndexesLazyLoad_Call) Return() *MockSegment_ResetIndexesLazyLoad_Call {
+	_c.Call.Return()
+	return _c
+}
+
+func (_c *MockSegment_ResetIndexesLazyLoad_Call) RunAndReturn(run func(bool)) *MockSegment_ResetIndexesLazyLoad_Call {
+	_c.Call.Return(run)
+	return _c
+}
+
 // ResourceGroup provides a mock function with given fields:
 func (_m *MockSegment) ResourceGroup() string {
 	ret := _m.Called()
diff --git a/internal/querynodev2/segments/segment.go b/internal/querynodev2/segments/segment.go
index 6d5cd008ea..04a2aabf90 100644
--- a/internal/querynodev2/segments/segment.go
+++ b/internal/querynodev2/segments/segment.go
@@ -463,6 +463,12 @@ func (s *LocalSegment) Indexes() []*IndexedFieldInfo {
 	return result
 }
 
+func (s *LocalSegment) ResetIndexesLazyLoad(lazyState bool) {
+	for _, indexInfo := range s.Indexes() {
+		indexInfo.LazyLoad = lazyState
+	}
+}
+
 func (s *LocalSegment) Search(ctx context.Context, searchReq *SearchRequest) (*SearchResult, error) {
 	/*
 		CStatus
@@ -1129,6 +1135,14 @@ func (s *LocalSegment) LoadIndex(ctx context.Context, indexInfo *querypb.FieldIn
 		opt(options)
 	}
 
+	log := log.Ctx(ctx).With(
+		zap.Int64("collectionID", s.Collection()),
+		zap.Int64("partitionID", s.Partition()),
+		zap.Int64("segmentID", s.ID()),
+		zap.Int64("fieldID", indexInfo.GetFieldID()),
+		zap.Int64("indexID", indexInfo.GetIndexID()),
+	)
+
 	if options.LoadStatus == LoadStatusMeta {
 		s.addIndex(indexInfo.GetFieldID(), &IndexedFieldInfo{
 			FieldBinlog: &datapb.FieldBinlog{
@@ -1149,14 +1163,6 @@ func (s *LocalSegment) LoadIndex(ctx context.Context, indexInfo *querypb.FieldIn
 	ctx, sp := otel.Tracer(typeutil.QueryNodeRole).Start(ctx, fmt.Sprintf("LoadIndex-%d-%d", s.ID(), indexInfo.GetFieldID()))
 	defer sp.End()
 
-	log := log.Ctx(ctx).With(
-		zap.Int64("collectionID", s.Collection()),
-		zap.Int64("partitionID", s.Partition()),
-		zap.Int64("segmentID", s.ID()),
-		zap.Int64("fieldID", indexInfo.GetFieldID()),
-		zap.Int64("indexID", indexInfo.GetIndexID()),
-	)
-
 	loadIndexInfo, err := newLoadIndexInfo(ctx)
 	if err != nil {
 		return err
@@ -1340,11 +1346,20 @@ func (s *LocalSegment) Release(opts ...releaseOption) {
 	// release will never fail
 	defer stateLockGuard.Done(nil)
 
+	log := log.With(zap.Int64("collectionID", s.Collection()),
+		zap.Int64("partitionID", s.Partition()),
+		zap.Int64("segmentID", s.ID()),
+		zap.String("segmentType", s.segmentType.String()),
+		zap.Int64("insertCount", s.InsertCount()),
+	)
+
 	// wait all read ops finished
 	ptr := s.ptr
 	if options.Scope == ReleaseScopeData {
 		s.loadStatus.Store(string(LoadStatusMeta))
 		C.ClearSegmentData(ptr)
+		s.ResetIndexesLazyLoad(true)
+		log.Debug("release segment data done and the field indexes info has been set lazy load=true")
 		return
 	}
 
@@ -1365,13 +1380,7 @@ func (s *LocalSegment) Release(opts ...releaseOption) {
 		metrics.QueryNodeDiskUsedSize.WithLabelValues(fmt.Sprint(paramtable.GetNodeID())).Set(float64(localDiskUsage) / 1024 / 1024) // in MB
 	}
 
-	log.Info("delete segment from memory",
-		zap.Int64("collectionID", s.Collection()),
-		zap.Int64("partitionID", s.Partition()),
-		zap.Int64("segmentID", s.ID()),
-		zap.String("segmentType", s.segmentType.String()),
-		zap.Int64("insertCount", s.InsertCount()),
-	)
+	log.Info("delete segment from memory")
 }
 
 // StartLoadData starts the loading process of the segment.
diff --git a/internal/querynodev2/segments/segment_interface.go b/internal/querynodev2/segments/segment_interface.go
index e36612a2a1..fa4f3695f6 100644
--- a/internal/querynodev2/segments/segment_interface.go
+++ b/internal/querynodev2/segments/segment_interface.go
@@ -97,4 +97,5 @@ type Segment interface {
 	Search(ctx context.Context, searchReq *SearchRequest) (*SearchResult, error)
 	Retrieve(ctx context.Context, plan *RetrievePlan) (*segcorepb.RetrieveResults, error)
 	IsLazyLoad() bool
+	ResetIndexesLazyLoad(lazyState bool)
 }
diff --git a/internal/querynodev2/segments/segment_l0.go b/internal/querynodev2/segments/segment_l0.go
index 582c98a08d..3a004b5db9 100644
--- a/internal/querynodev2/segments/segment_l0.go
+++ b/internal/querynodev2/segments/segment_l0.go
@@ -117,6 +117,9 @@ func (s *L0Segment) Indexes() []*IndexedFieldInfo {
 	return nil
 }
 
+func (s *L0Segment) ResetIndexesLazyLoad(lazyState bool) {
+}
+
 func (s *L0Segment) Type() SegmentType {
 	return s.segmentType
 }
diff --git a/internal/querynodev2/segments/segment_loader.go b/internal/querynodev2/segments/segment_loader.go
index f95035605e..2e1a303a7d 100644
--- a/internal/querynodev2/segments/segment_loader.go
+++ b/internal/querynodev2/segments/segment_loader.go
@@ -978,7 +978,7 @@ func (loader *segmentLoader) loadSealedSegment(ctx context.Context, loadInfo *qu
 	if err := segment.AddFieldDataInfo(ctx, loadInfo.GetNumOfRows(), loadInfo.GetBinlogPaths()); err != nil {
 		return err
 	}
-
+	log := log.Ctx(ctx).With(zap.Int64("segmentID", segment.ID()))
 	tr := timerecord.NewTimeRecorder("segmentLoader.LoadIndex")
 	log.Info("load fields...",
 		zap.Int64s("indexedFields", lo.Keys(indexedFieldInfos)),