diff --git a/.chloggen/add-metrictypesum-support.yaml b/.chloggen/add-metrictypesum-support.yaml
new file mode 100644
index 000000000000..639bdcbf93ef
--- /dev/null
+++ b/.chloggen/add-metrictypesum-support.yaml
@@ -0,0 +1,27 @@
+# Use this changelog template to create an entry for release notes.
+
+# One of 'breaking', 'deprecation', 'new_component', 'enhancement', 'bug_fix'
+change_type: enhancement
+
+# The name of the component, or a single word describing the area of concern, (e.g. filelogreceiver)
+component: pkg/translator/prometheusremotewrite
+
+# A brief description of the change.  Surround your text with quotes ("") if it needs to start with a backtick (`).
+note: add support for metric type sum in FromMetricsV2
+
+# Mandatory: One or more tracking issues related to the change. You can use the PR number here if no issue exists.
+issues: [33661]
+
+# (Optional) One or more lines of additional information to render under the primary note.
+# These lines will be padded with 2 spaces and then inserted directly into the document.
+# Use pipe (|) for multiline entries.
+subtext: The public function is partially implemented and not ready for use
+
+# If your change doesn't affect end users or the exported elements of any package,
+# you should instead start your pull request title with [chore] or use the "Skip Changelog" label.
+# Optional: The change log or logs in which this entry should be included.
+# e.g. '[user]' or '[user, api]'
+# Include 'user' if the change is relevant to end users.
+# Include 'api' if there is a change to a library API.
+# Default: '[user]'
+change_logs: [api]
diff --git a/pkg/translator/prometheusremotewrite/helper_test.go b/pkg/translator/prometheusremotewrite/helper_test.go
index 631ff7c831b1..a299d2d179f7 100644
--- a/pkg/translator/prometheusremotewrite/helper_test.go
+++ b/pkg/translator/prometheusremotewrite/helper_test.go
@@ -13,6 +13,7 @@ import (
 	"github.com/prometheus/common/model"
 	"github.com/prometheus/prometheus/model/timestamp"
 	"github.com/prometheus/prometheus/prompb"
+	writev2 "github.com/prometheus/prometheus/prompb/io/prometheus/write/v2"
 	"github.com/stretchr/testify/assert"
 	"github.com/stretchr/testify/require"
 	"go.opentelemetry.io/collector/pdata/pcommon"
@@ -537,6 +538,46 @@ func Test_getPromExemplars(t *testing.T) {
 	}
 }
 
+func Test_getPromExemplarsV2(t *testing.T) {
+	tnow := time.Now()
+	tests := []struct {
+		name      string
+		histogram pmetric.HistogramDataPoint
+		expected  []writev2.Exemplar
+	}{
+		{
+			name:      "with_exemplars_double_value",
+			histogram: getHistogramDataPointWithExemplars(t, tnow, floatVal1, traceIDValue1, spanIDValue1, label11, value11),
+			expected: []writev2.Exemplar{
+				{
+					Value:     floatVal1,
+					Timestamp: timestamp.FromTime(tnow),
+					// TODO: after deal with examplar labels on getPromExemplarsV2, add the labels here
+					// LabelsRefs: []uint32{},
+				},
+			},
+		},
+		{
+			name:      "with_exemplars_int_value",
+			histogram: getHistogramDataPointWithExemplars(t, tnow, intVal2, traceIDValue1, spanIDValue1, label11, value11),
+			expected: []writev2.Exemplar{
+				{
+					Value:     float64(intVal2),
+					Timestamp: timestamp.FromTime(tnow),
+					// TODO: after deal with examplar labels on getPromExemplarsV2, add the labels here
+					// LabelsRefs: []uint32{},
+				},
+			},
+		},
+	}
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			requests := getPromExemplarsV2(tt.histogram)
+			assert.Exactly(t, tt.expected, requests)
+		})
+	}
+}
+
 func TestAddResourceTargetInfo(t *testing.T) {
 	resourceAttrMap := map[string]any{
 		conventions.AttributeServiceName:       "service-name",
diff --git a/pkg/translator/prometheusremotewrite/metrics_to_prw_v2.go b/pkg/translator/prometheusremotewrite/metrics_to_prw_v2.go
index 4fde69183f2f..a69c9309f07c 100644
--- a/pkg/translator/prometheusremotewrite/metrics_to_prw_v2.go
+++ b/pkg/translator/prometheusremotewrite/metrics_to_prw_v2.go
@@ -75,12 +75,19 @@ func (c *prometheusConverterV2) fromMetrics(md pmetric.Metrics, settings Setting
 				case pmetric.MetricTypeGauge:
 					dataPoints := metric.Gauge().DataPoints()
 					if dataPoints.Len() == 0 {
-						errs = multierr.Append(errs, fmt.Errorf("empty data points. %s is dropped", metric.Name()))
 						break
 					}
 					c.addGaugeNumberDataPoints(dataPoints, resource, settings, promName)
 				case pmetric.MetricTypeSum:
-					// TODO implement
+					dataPoints := metric.Sum().DataPoints()
+					if dataPoints.Len() == 0 {
+						break
+					}
+					if !metric.Sum().IsMonotonic() {
+						c.addGaugeNumberDataPoints(dataPoints, resource, settings, promName)
+					} else {
+						c.addSumNumberDataPoints(dataPoints, resource, metric, settings, promName)
+					}
 				case pmetric.MetricTypeHistogram:
 					// TODO implement
 				case pmetric.MetricTypeExponentialHistogram:
@@ -130,3 +137,7 @@ func (c *prometheusConverterV2) addSample(sample *writev2.Sample, lbls []prompb.
 
 	return &ts
 }
+
+// TODO: implement this function.
+func (c *prometheusConverterV2) addTimeSeriesIfNeeded(_ []prompb.Label, _ pcommon.Timestamp, _ pcommon.Timestamp) {
+}
diff --git a/pkg/translator/prometheusremotewrite/metrics_to_prw_v2_test.go b/pkg/translator/prometheusremotewrite/metrics_to_prw_v2_test.go
index ee56b78428e4..198db9825b81 100644
--- a/pkg/translator/prometheusremotewrite/metrics_to_prw_v2_test.go
+++ b/pkg/translator/prometheusremotewrite/metrics_to_prw_v2_test.go
@@ -32,9 +32,15 @@ func TestFromMetricsV2(t *testing.T) {
 					{Timestamp: convertTimeStamp(pcommon.Timestamp(ts)), Value: 1.23},
 				},
 			},
+			"1": {
+				LabelsRefs: []uint32{1, 2, 3, 4, 5, 6, 7, 9},
+				Samples: []writev2.Sample{
+					{Timestamp: convertTimeStamp(pcommon.Timestamp(ts)), Value: 1.23},
+				},
+			},
 		}
 	}
-	wantedSymbols := []string{"", "series_name_2", "value-2", "series_name_3", "value-3", "__name__", "gauge_1", "series_name_1", "value-1"}
+	wantedSymbols := []string{"", "series_name_2", "value-2", "series_name_3", "value-3", "__name__", "gauge_1", "series_name_1", "value-1", "sum_1"}
 	tsMap, symbolsTable, err := FromMetricsV2(payload.Metrics(), settings)
 	require.NoError(t, err)
 	require.Equal(t, want(), tsMap)
diff --git a/pkg/translator/prometheusremotewrite/number_data_points_v2.go b/pkg/translator/prometheusremotewrite/number_data_points_v2.go
index 3509f7a95b97..a264e27c7c89 100644
--- a/pkg/translator/prometheusremotewrite/number_data_points_v2.go
+++ b/pkg/translator/prometheusremotewrite/number_data_points_v2.go
@@ -7,7 +7,9 @@ import (
 	"math"
 
 	"github.com/prometheus/common/model"
+	"github.com/prometheus/prometheus/model/timestamp"
 	"github.com/prometheus/prometheus/model/value"
+	"github.com/prometheus/prometheus/prompb"
 	writev2 "github.com/prometheus/prometheus/prompb/io/prometheus/write/v2"
 	"go.opentelemetry.io/collector/pdata/pcommon"
 	"go.opentelemetry.io/collector/pdata/pmetric"
@@ -45,3 +47,82 @@ func (c *prometheusConverterV2) addGaugeNumberDataPoints(dataPoints pmetric.Numb
 		c.addSample(sample, labels)
 	}
 }
+
+func (c *prometheusConverterV2) addSumNumberDataPoints(dataPoints pmetric.NumberDataPointSlice,
+	resource pcommon.Resource, metric pmetric.Metric, settings Settings, name string,
+) {
+	for x := 0; x < dataPoints.Len(); x++ {
+		pt := dataPoints.At(x)
+		lbls := createAttributes(
+			resource,
+			pt.Attributes(),
+			settings.ExternalLabels,
+			nil,
+			true,
+			model.MetricNameLabel,
+			name,
+		)
+
+		sample := &writev2.Sample{
+			// convert ns to ms
+			Timestamp: convertTimeStamp(pt.Timestamp()),
+		}
+		switch pt.ValueType() {
+		case pmetric.NumberDataPointValueTypeInt:
+			sample.Value = float64(pt.IntValue())
+		case pmetric.NumberDataPointValueTypeDouble:
+			sample.Value = pt.DoubleValue()
+		}
+		if pt.Flags().NoRecordedValue() {
+			sample.Value = math.Float64frombits(value.StaleNaN)
+		}
+		// TODO: properly add exemplars to the TimeSeries
+		c.addSample(sample, lbls)
+
+		if settings.ExportCreatedMetric && metric.Sum().IsMonotonic() {
+			startTimestamp := pt.StartTimestamp()
+			if startTimestamp != 0 {
+				return
+			}
+
+			createdLabels := make([]prompb.Label, len(lbls))
+			copy(createdLabels, lbls)
+			for i, l := range createdLabels {
+				if l.Name == model.MetricNameLabel {
+					createdLabels[i].Value = name + createdSuffix
+					break
+				}
+			}
+			// TODO: implement this function.
+			c.addTimeSeriesIfNeeded(createdLabels, startTimestamp, pt.Timestamp())
+		}
+	}
+}
+
+// getPromExemplarsV2 returns a slice of writev2.Exemplar from pdata exemplars.
+func getPromExemplarsV2[T exemplarType](pt T) []writev2.Exemplar {
+	promExemplars := make([]writev2.Exemplar, 0, pt.Exemplars().Len())
+	for i := 0; i < pt.Exemplars().Len(); i++ {
+		exemplar := pt.Exemplars().At(i)
+
+		var promExemplar writev2.Exemplar
+
+		switch exemplar.ValueType() {
+		case pmetric.ExemplarValueTypeInt:
+			promExemplar = writev2.Exemplar{
+				Value:     float64(exemplar.IntValue()),
+				Timestamp: timestamp.FromTime(exemplar.Timestamp().AsTime()),
+			}
+		case pmetric.ExemplarValueTypeDouble:
+			promExemplar = writev2.Exemplar{
+				Value:     exemplar.DoubleValue(),
+				Timestamp: timestamp.FromTime(exemplar.Timestamp().AsTime()),
+			}
+		}
+		// TODO append labels to promExemplar.Labels
+
+		promExemplars = append(promExemplars, promExemplar)
+	}
+
+	return promExemplars
+}