diff --git a/docs/layouts/shortcodes/generated/core_configuration.html b/docs/layouts/shortcodes/generated/core_configuration.html
index f2e90e5dcef1..ab96b1ba54fd 100644
--- a/docs/layouts/shortcodes/generated/core_configuration.html
+++ b/docs/layouts/shortcodes/generated/core_configuration.html
@@ -51,7 +51,13 @@
             <td>Whether to create underlying storage when reading and writing the table.</td>
         </tr>
         <tr>
-            <td><h5>blob.field</h5></td>
+            <td><h5>blob-as-descriptor</h5></td>
+            <td style="word-wrap: break-word;">false</td>
+            <td>Boolean</td>
+            <td>Write blob field using blob descriptor rather than blob bytes.</td>
+        </tr>
+        <tr>
+            <td><h5>blob-field</h5></td>
             <td style="word-wrap: break-word;">(none)</td>
             <td>String</td>
             <td>Specify the blob field.</td>
diff --git a/paimon-api/src/main/java/org/apache/paimon/CoreOptions.java b/paimon-api/src/main/java/org/apache/paimon/CoreOptions.java
index e2046da9262a..823804c9a17b 100644
--- a/paimon-api/src/main/java/org/apache/paimon/CoreOptions.java
+++ b/paimon-api/src/main/java/org/apache/paimon/CoreOptions.java
@@ -1990,11 +1990,18 @@ public InlineElement getDescription() {
                     .withDescription("Format table file path only contain partition value.");
 
     public static final ConfigOption<String> BLOB_FIELD =
-            key("blob.field")
+            key("blob-field")
                     .stringType()
                     .noDefaultValue()
                     .withDescription("Specify the blob field.");
 
+    public static final ConfigOption<Boolean> BLOB_AS_DESCRIPTOR =
+            key("blob-as-descriptor")
+                    .booleanType()
+                    .defaultValue(false)
+                    .withDescription(
+                            "Write blob field using blob descriptor rather than blob bytes.");
+
     private final Options options;
 
     public CoreOptions(Map<String, String> options) {
@@ -3065,6 +3072,10 @@ public boolean formatTablePartitionOnlyValueInPath() {
         return options.get(FORMAT_TABLE_PARTITION_ONLY_VALUE_IN_PATH);
     }
 
+    public boolean blobAsDescriptor() {
+        return options.get(BLOB_AS_DESCRIPTOR);
+    }
+
     /** Specifies the merge engine for table with primary key. */
     public enum MergeEngine implements DescribedEnum {
         DEDUPLICATE("deduplicate", "De-duplicate and keep the last row."),
diff --git a/paimon-flink/paimon-flink-common/src/main/java/org/apache/paimon/flink/FlinkRowWrapper.java b/paimon-flink/paimon-flink-common/src/main/java/org/apache/paimon/flink/FlinkRowWrapper.java
index e9dc77e371b5..1f632212d506 100644
--- a/paimon-flink/paimon-flink-common/src/main/java/org/apache/paimon/flink/FlinkRowWrapper.java
+++ b/paimon-flink/paimon-flink-common/src/main/java/org/apache/paimon/flink/FlinkRowWrapper.java
@@ -18,9 +18,11 @@
 
 package org.apache.paimon.flink;
 
+import org.apache.paimon.catalog.CatalogContext;
 import org.apache.paimon.data.BinaryString;
 import org.apache.paimon.data.Blob;
 import org.apache.paimon.data.BlobData;
+import org.apache.paimon.data.BlobDescriptor;
 import org.apache.paimon.data.Decimal;
 import org.apache.paimon.data.InternalArray;
 import org.apache.paimon.data.InternalMap;
@@ -29,6 +31,8 @@
 import org.apache.paimon.data.variant.GenericVariant;
 import org.apache.paimon.data.variant.Variant;
 import org.apache.paimon.types.RowKind;
+import org.apache.paimon.utils.UriReader;
+import org.apache.paimon.utils.UriReaderFactory;
 
 import org.apache.flink.table.data.DecimalData;
 import org.apache.flink.table.data.GenericRowData;
@@ -42,9 +46,20 @@
 public class FlinkRowWrapper implements InternalRow {
 
     private final org.apache.flink.table.data.RowData row;
+    private final boolean blobAsDescriptor;
+    private final UriReaderFactory uriReaderFactory;
 
     public FlinkRowWrapper(org.apache.flink.table.data.RowData row) {
+        this(row, false, null);
+    }
+
+    public FlinkRowWrapper(
+            org.apache.flink.table.data.RowData row,
+            boolean blobAsDescriptor,
+            CatalogContext catalogContext) {
         this.row = row;
+        this.blobAsDescriptor = blobAsDescriptor;
+        this.uriReaderFactory = new UriReaderFactory(catalogContext);
     }
 
     @Override
@@ -131,7 +146,13 @@ public Variant getVariant(int pos) {
 
     @Override
     public Blob getBlob(int pos) {
-        return new BlobData(row.getBinary(pos));
+        if (blobAsDescriptor) {
+            BlobDescriptor blobDescriptor = BlobDescriptor.deserialize(row.getBinary(pos));
+            UriReader uriReader = uriReaderFactory.create(blobDescriptor.uri());
+            return Blob.fromDescriptor(uriReader, blobDescriptor);
+        } else {
+            return new BlobData(row.getBinary(pos));
+        }
     }
 
     @Override
diff --git a/paimon-flink/paimon-flink-common/src/main/java/org/apache/paimon/flink/action/CompactAction.java b/paimon-flink/paimon-flink-common/src/main/java/org/apache/paimon/flink/action/CompactAction.java
index 43a3e6897109..602d3a59a5b7 100644
--- a/paimon-flink/paimon-flink-common/src/main/java/org/apache/paimon/flink/action/CompactAction.java
+++ b/paimon-flink/paimon-flink-common/src/main/java/org/apache/paimon/flink/action/CompactAction.java
@@ -330,10 +330,14 @@ private boolean buildForPostponeBucketCompaction(
                             partitionSpec,
                             options.get(FlinkConnectorOptions.SCAN_PARALLELISM));
 
+            boolean blobAsDescriptor = table.coreOptions().blobAsDescriptor();
             DataStream<InternalRow> partitioned =
                     FlinkStreamPartitioner.partition(
                             FlinkSinkBuilder.mapToInternalRow(
-                                    sourcePair.getLeft(), realTable.rowType()),
+                                    sourcePair.getLeft(),
+                                    realTable.rowType(),
+                                    blobAsDescriptor,
+                                    table.catalogEnvironment().catalogContext()),
                             new RowDataChannelComputer(realTable.schema(), false),
                             null);
             FixedBucketSink sink = new FixedBucketSink(realTable, null, null);
diff --git a/paimon-flink/paimon-flink-common/src/main/java/org/apache/paimon/flink/sink/FlinkSinkBuilder.java b/paimon-flink/paimon-flink-common/src/main/java/org/apache/paimon/flink/sink/FlinkSinkBuilder.java
index 4f40a5c5bcb7..af3d407d95de 100644
--- a/paimon-flink/paimon-flink-common/src/main/java/org/apache/paimon/flink/sink/FlinkSinkBuilder.java
+++ b/paimon-flink/paimon-flink-common/src/main/java/org/apache/paimon/flink/sink/FlinkSinkBuilder.java
@@ -21,6 +21,7 @@
 import org.apache.paimon.CoreOptions;
 import org.apache.paimon.CoreOptions.PartitionSinkStrategy;
 import org.apache.paimon.annotation.Public;
+import org.apache.paimon.catalog.CatalogContext;
 import org.apache.paimon.data.InternalRow;
 import org.apache.paimon.flink.FlinkConnectorOptions;
 import org.apache.paimon.flink.FlinkRowWrapper;
@@ -204,7 +205,13 @@ public FlinkSinkBuilder clusteringIfPossible(
     public DataStreamSink<?> build() {
         setParallelismIfAdaptiveConflict();
         input = trySortInput(input);
-        DataStream<InternalRow> input = mapToInternalRow(this.input, table.rowType());
+        boolean blobAsDescriptor = table.coreOptions().blobAsDescriptor();
+        DataStream<InternalRow> input =
+                mapToInternalRow(
+                        this.input,
+                        table.rowType(),
+                        blobAsDescriptor,
+                        table.catalogEnvironment().catalogContext());
         if (table.coreOptions().localMergeEnabled() && table.schema().primaryKeys().size() > 0) {
             SingleOutputStreamOperator<InternalRow> newInput =
                     input.forward()
@@ -234,9 +241,16 @@ public DataStreamSink<?> build() {
     }
 
     public static DataStream<InternalRow> mapToInternalRow(
-            DataStream<RowData> input, org.apache.paimon.types.RowType rowType) {
+            DataStream<RowData> input,
+            org.apache.paimon.types.RowType rowType,
+            boolean blobAsDescriptor,
+            CatalogContext catalogContext) {
         SingleOutputStreamOperator<InternalRow> result =
-                input.map((MapFunction<RowData, InternalRow>) FlinkRowWrapper::new)
+                input.map(
+                                (MapFunction<RowData, InternalRow>)
+                                        r ->
+                                                new FlinkRowWrapper(
+                                                        r, blobAsDescriptor, catalogContext))
                         .returns(
                                 org.apache.paimon.flink.utils.InternalTypeInfo.fromRowType(
                                         rowType));
diff --git a/paimon-flink/paimon-flink-common/src/test/java/org/apache/paimon/flink/BlobTableITCase.java b/paimon-flink/paimon-flink-common/src/test/java/org/apache/paimon/flink/BlobTableITCase.java
index 412968468b89..4e4a178b5cac 100644
--- a/paimon-flink/paimon-flink-common/src/test/java/org/apache/paimon/flink/BlobTableITCase.java
+++ b/paimon-flink/paimon-flink-common/src/test/java/org/apache/paimon/flink/BlobTableITCase.java
@@ -18,21 +18,33 @@
 
 package org.apache.paimon.flink;
 
+import org.apache.paimon.data.BlobDescriptor;
+import org.apache.paimon.fs.FileIO;
+import org.apache.paimon.fs.local.LocalFileIO;
+
 import org.apache.flink.types.Row;
 import org.junit.jupiter.api.Test;
+import org.junit.jupiter.api.io.TempDir;
 
-import java.util.Collections;
+import java.io.OutputStream;
+import java.nio.file.Path;
+import java.util.Arrays;
 import java.util.List;
+import java.util.Random;
 
 import static org.assertj.core.api.Assertions.assertThat;
 
 /** Test write and read table with blob type. */
 public class BlobTableITCase extends CatalogITCaseBase {
 
+    private static final Random RANDOM = new Random();
+    @TempDir public Path warehouse;
+
     @Override
     protected List<String> ddl() {
-        return Collections.singletonList(
-                "CREATE TABLE IF NOT EXISTS blob_table (id INT, data STRING, picture BYTES) WITH ('row-tracking.enabled'='true', 'data-evolution.enabled'='true', 'blob.field'='picture')");
+        return Arrays.asList(
+                "CREATE TABLE IF NOT EXISTS blob_table (id INT, data STRING, picture BYTES) WITH ('row-tracking.enabled'='true', 'data-evolution.enabled'='true', 'blob-field'='picture')",
+                "CREATE TABLE IF NOT EXISTS blob_table_descriptor (id INT, data STRING, picture BYTES) WITH ('row-tracking.enabled'='true', 'data-evolution.enabled'='true', 'blob-field'='picture', 'blob-as-descriptor'='true')");
     }
 
     @Test
@@ -44,4 +56,36 @@ public void testBasic() {
                         Row.of(1, "paimon", new byte[] {72, 101, 108, 108, 111}));
         assertThat(batchSql("SELECT file_path FROM `blob_table$files`").size()).isEqualTo(2);
     }
+
+    @Test
+    public void testWriteBlobAsDescriptor() throws Exception {
+        byte[] blobData = new byte[1024 * 1024];
+        RANDOM.nextBytes(blobData);
+        FileIO fileIO = new LocalFileIO();
+        String uri = "file://" + warehouse.toString() + "/external_blob";
+        try (OutputStream outputStream =
+                fileIO.newOutputStream(new org.apache.paimon.fs.Path(uri), true)) {
+            outputStream.write(blobData);
+        }
+
+        BlobDescriptor blobDescriptor = new BlobDescriptor(uri, 0, blobData.length);
+        batchSql(
+                "INSERT INTO blob_table_descriptor VALUES (1, 'paimon', X'"
+                        + bytesToHex(blobDescriptor.serialize())
+                        + "')");
+        assertThat(batchSql("SELECT * FROM blob_table_descriptor"))
+                .containsExactlyInAnyOrder(Row.of(1, "paimon", blobData));
+    }
+
+    private static final char[] HEX_ARRAY = "0123456789ABCDEF".toCharArray();
+
+    public static String bytesToHex(byte[] bytes) {
+        char[] hexChars = new char[bytes.length * 2];
+        for (int j = 0; j < bytes.length; j++) {
+            int v = bytes[j] & 0xFF;
+            hexChars[j * 2] = HEX_ARRAY[v >>> 4];
+            hexChars[j * 2 + 1] = HEX_ARRAY[v & 0x0F];
+        }
+        return new String(hexChars);
+    }
 }