diff --git a/integrations/spring/opendal-spring-boot-starter-reactive/src/main/java/org/apache/opendal/spring/config/OpenDALReactiveAutoConfiguration.java b/integrations/spring/opendal-spring-boot-starter-reactive/src/main/java/org/apache/opendal/spring/config/OpenDALReactiveAutoConfiguration.java
index 7abee7ad917..76cca8645e6 100644
--- a/integrations/spring/opendal-spring-boot-starter-reactive/src/main/java/org/apache/opendal/spring/config/OpenDALReactiveAutoConfiguration.java
+++ b/integrations/spring/opendal-spring-boot-starter-reactive/src/main/java/org/apache/opendal/spring/config/OpenDALReactiveAutoConfiguration.java
@@ -19,6 +19,8 @@
 
 package org.apache.opendal.spring.config;
 
+import org.apache.opendal.spring.core.DefaultOpenDALSerializerFactory;
+import org.apache.opendal.spring.core.OpenDALSerializerFactory;
 import org.apache.opendal.spring.core.ReactiveOpenDALTemplate;
 import org.apache.opendal.spring.core.OpenDALProperties;
 import org.apache.opendal.spring.core.ReactiveOpenDALOperations;
@@ -41,4 +43,10 @@ public OpenDALReactiveAutoConfiguration(OpenDALProperties openDALProperties) {
     public ReactiveOpenDALTemplate reactiveOpendalTemplate(OpenDALProperties openDALProperties) {
         return new ReactiveOpenDALTemplate(openDALProperties);
     }
+
+    @Bean
+    @ConditionalOnMissingBean(name = "openDALSerializerFactory")
+    public OpenDALSerializerFactory openDALSerializerFactory() {
+        return new DefaultOpenDALSerializerFactory();
+    }
 }
diff --git a/integrations/spring/opendal-spring-boot-starter-reactive/src/test/java/org/apache/opendal/spring/config/OpenDALReactiveAutoConfigurationTest.java b/integrations/spring/opendal-spring-boot-starter-reactive/src/test/java/org/apache/opendal/spring/config/OpenDALReactiveAutoConfigurationTest.java
index 9fbd22b5b65..75f14ecb4c9 100644
--- a/integrations/spring/opendal-spring-boot-starter-reactive/src/test/java/org/apache/opendal/spring/config/OpenDALReactiveAutoConfigurationTest.java
+++ b/integrations/spring/opendal-spring-boot-starter-reactive/src/test/java/org/apache/opendal/spring/config/OpenDALReactiveAutoConfigurationTest.java
@@ -21,6 +21,7 @@
 
 import org.apache.opendal.spring.TestReactiveApplication;
 import org.apache.opendal.spring.core.OpenDALProperties;
+import org.apache.opendal.spring.core.OpenDALSerializerFactory;
 import org.apache.opendal.spring.core.ReactiveOpenDALOperations;
 import org.junit.jupiter.api.Assertions;
 import org.junit.jupiter.api.Test;
@@ -38,6 +39,9 @@ public class OpenDALReactiveAutoConfigurationTest {
     @Autowired
     private ReactiveOpenDALOperations openDALReactive;
 
+    @Autowired
+    private OpenDALSerializerFactory openDALSerializerFactory;
+
     @Test
     public void propertiesBeanShouldBeDeclared() {
         Assertions.assertNotNull(openDALProperties);
@@ -53,4 +57,9 @@ public void reactiveBeanShouldBeDeclared() {
         Assertions.assertInstanceOf(ReactiveOpenDALOperations.class, openDALReactive);
     }
 
+    @Test
+    public void serializerFactoryBeanShouldBeDeclared() {
+        Assertions.assertNotNull(openDALSerializerFactory);
+    }
+
 }
diff --git a/integrations/spring/opendal-spring-boot-starter/src/main/java/org/apache/opendal/spring/config/OpenDALAutoConfiguration.java b/integrations/spring/opendal-spring-boot-starter/src/main/java/org/apache/opendal/spring/config/OpenDALAutoConfiguration.java
index dfe864acee4..e39b3f684ad 100644
--- a/integrations/spring/opendal-spring-boot-starter/src/main/java/org/apache/opendal/spring/config/OpenDALAutoConfiguration.java
+++ b/integrations/spring/opendal-spring-boot-starter/src/main/java/org/apache/opendal/spring/config/OpenDALAutoConfiguration.java
@@ -19,7 +19,9 @@
 
 package org.apache.opendal.spring.config;
 
+import org.apache.opendal.spring.core.DefaultOpenDALSerializerFactory;
 import org.apache.opendal.spring.core.OpenDALOperations;
+import org.apache.opendal.spring.core.OpenDALSerializerFactory;
 import org.apache.opendal.spring.core.OpenDALTemplate;
 import org.apache.opendal.spring.core.OpenDALProperties;
 import org.springframework.boot.autoconfigure.AutoConfiguration;
@@ -41,4 +43,10 @@ public OpenDALAutoConfiguration(OpenDALProperties openDALProperties) {
     public OpenDALTemplate opendalTemplate(OpenDALProperties openDALProperties) {
         return new OpenDALTemplate(openDALProperties);
     }
+
+    @Bean
+    @ConditionalOnMissingBean(name = "openDALSerializerFactory")
+    public OpenDALSerializerFactory openDALSerializerFactory() {
+        return new DefaultOpenDALSerializerFactory();
+    }
 }
diff --git a/integrations/spring/opendal-spring-boot-starter/src/test/java/org/apache/opendal/spring/config/OpenDALAutoConfigurationTest.java b/integrations/spring/opendal-spring-boot-starter/src/test/java/org/apache/opendal/spring/config/OpenDALAutoConfigurationTest.java
index 4306007c8eb..f876f4b8d18 100644
--- a/integrations/spring/opendal-spring-boot-starter/src/test/java/org/apache/opendal/spring/config/OpenDALAutoConfigurationTest.java
+++ b/integrations/spring/opendal-spring-boot-starter/src/test/java/org/apache/opendal/spring/config/OpenDALAutoConfigurationTest.java
@@ -22,6 +22,7 @@
 import org.apache.opendal.spring.TestApplication;
 import org.apache.opendal.spring.core.OpenDALOperations;
 import org.apache.opendal.spring.core.OpenDALProperties;
+import org.apache.opendal.spring.core.OpenDALSerializerFactory;
 import org.apache.opendal.spring.core.OpenDALTemplate;
 import org.junit.jupiter.api.Assertions;
 import org.junit.jupiter.api.Test;
@@ -38,6 +39,9 @@ public class OpenDALAutoConfigurationTest {
     @Autowired
     private OpenDALOperations openDAL;
 
+    @Autowired
+    private OpenDALSerializerFactory openDALSerializerFactory;
+
     @Test
     public void propertiesBeanShouldBeDeclared() {
         Assertions.assertNotNull(openDALProperties);
@@ -52,4 +56,9 @@ public void beanShouldBeDeclared() {
         Assertions.assertNotNull(openDAL);
         Assertions.assertInstanceOf(OpenDALTemplate.class, openDAL);
     }
+
+    @Test
+    public void serializerFactoryBeanShouldBeDeclared() {
+        Assertions.assertNotNull(openDALSerializerFactory);
+    }
 }
diff --git a/integrations/spring/opendal-spring/pom.xml b/integrations/spring/opendal-spring/pom.xml
index 8524a5d9391..8c638da0164 100644
--- a/integrations/spring/opendal-spring/pom.xml
+++ b/integrations/spring/opendal-spring/pom.xml
@@ -41,6 +41,15 @@
             <groupId>org.springframework.boot</groupId>
             <artifactId>spring-boot</artifactId>
         </dependency>
+        <dependency>
+            <groupId>com.fasterxml.jackson.core</groupId>
+            <artifactId>jackson-databind</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>org.junit.jupiter</groupId>
+            <artifactId>junit-jupiter</artifactId>
+            <scope>test</scope>
+        </dependency>
     </dependencies>
 
 </project>
diff --git a/integrations/spring/opendal-spring/src/main/java/org/apache/opendal/spring/core/DefaultOpenDALSerializer.java b/integrations/spring/opendal-spring/src/main/java/org/apache/opendal/spring/core/DefaultOpenDALSerializer.java
new file mode 100644
index 00000000000..59d9add06a5
--- /dev/null
+++ b/integrations/spring/opendal-spring/src/main/java/org/apache/opendal/spring/core/DefaultOpenDALSerializer.java
@@ -0,0 +1,61 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.opendal.spring.core;
+
+import com.fasterxml.jackson.databind.DeserializationFeature;
+import com.fasterxml.jackson.databind.ObjectMapper;
+import org.apache.opendal.OpenDALException;
+
+public class DefaultOpenDALSerializer<T> implements OpenDALSerializer<T> {
+    private static final ObjectMapper MAPPER = new ObjectMapper();
+
+    static {
+        MAPPER.configure(DeserializationFeature.FAIL_ON_IGNORED_PROPERTIES, false);
+        MAPPER.configure(DeserializationFeature.FAIL_ON_UNKNOWN_PROPERTIES, false);
+    }
+
+    private final Class<T> clazz;
+
+    public DefaultOpenDALSerializer(Class<T> clazz) {
+        this.clazz = clazz;
+    }
+
+    public static <T> DefaultOpenDALSerializer<T> of(Class<T> clazz) {
+        return new DefaultOpenDALSerializer<>(clazz);
+    }
+
+    @Override
+    public byte[] serialize(T t) throws OpenDALException {
+        try {
+            return MAPPER.writeValueAsBytes(t);
+        } catch (Exception e) {
+            throw new OpenDALException(OpenDALException.Code.Unexpected, e.toString());
+        }
+    }
+
+    @Override
+    public T deserialize(byte[] bytes) throws OpenDALException {
+        try {
+            return MAPPER.readValue(bytes, clazz);
+        } catch (Exception e) {
+            throw new OpenDALException(OpenDALException.Code.Unexpected, e.toString());
+        }
+    }
+}
diff --git a/integrations/spring/opendal-spring/src/main/java/org/apache/opendal/spring/core/DefaultOpenDALSerializerFactory.java b/integrations/spring/opendal-spring/src/main/java/org/apache/opendal/spring/core/DefaultOpenDALSerializerFactory.java
new file mode 100644
index 00000000000..1250d4e641b
--- /dev/null
+++ b/integrations/spring/opendal-spring/src/main/java/org/apache/opendal/spring/core/DefaultOpenDALSerializerFactory.java
@@ -0,0 +1,33 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.opendal.spring.core;
+
+import java.util.Map;
+import java.util.concurrent.ConcurrentHashMap;
+
+public class DefaultOpenDALSerializerFactory implements OpenDALSerializerFactory {
+    private final Map<Class<?>, OpenDALSerializer<?>> serializerMap = new ConcurrentHashMap<>();
+
+    @SuppressWarnings("unchecked")
+    @Override
+    public <T> OpenDALSerializer<T> getSerializer(Class<T> clazz) {
+        return (OpenDALSerializer<T>) serializerMap.computeIfAbsent(clazz, DefaultOpenDALSerializer::of);
+    }
+}
diff --git a/integrations/spring/opendal-spring/src/main/java/org/apache/opendal/spring/core/OpenDALSerializer.java b/integrations/spring/opendal-spring/src/main/java/org/apache/opendal/spring/core/OpenDALSerializer.java
new file mode 100644
index 00000000000..1350954db53
--- /dev/null
+++ b/integrations/spring/opendal-spring/src/main/java/org/apache/opendal/spring/core/OpenDALSerializer.java
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.opendal.spring.core;
+
+import org.apache.opendal.OpenDALException;
+
+public interface OpenDALSerializer<T> {
+    byte[] serialize(T t) throws OpenDALException;
+
+    T deserialize(byte[] bytes) throws OpenDALException;
+}
diff --git a/integrations/spring/opendal-spring/src/main/java/org/apache/opendal/spring/core/OpenDALSerializerFactory.java b/integrations/spring/opendal-spring/src/main/java/org/apache/opendal/spring/core/OpenDALSerializerFactory.java
new file mode 100644
index 00000000000..d3b6a05e533
--- /dev/null
+++ b/integrations/spring/opendal-spring/src/main/java/org/apache/opendal/spring/core/OpenDALSerializerFactory.java
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.opendal.spring.core;
+
+public interface OpenDALSerializerFactory {
+    <T> OpenDALSerializer<T> getSerializer(Class<T> clazz);
+}
diff --git a/integrations/spring/opendal-spring/src/test/java/org/apache/opendal/spring/core/DefaultOpenDALSerializerFactoryTest.java b/integrations/spring/opendal-spring/src/test/java/org/apache/opendal/spring/core/DefaultOpenDALSerializerFactoryTest.java
new file mode 100644
index 00000000000..73c80ceaaf7
--- /dev/null
+++ b/integrations/spring/opendal-spring/src/test/java/org/apache/opendal/spring/core/DefaultOpenDALSerializerFactoryTest.java
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.opendal.spring.core;
+
+import org.junit.jupiter.api.Assertions;
+import org.junit.jupiter.api.BeforeEach;
+import org.junit.jupiter.api.Test;
+
+class DefaultOpenDALSerializerFactoryTest {
+    private OpenDALSerializerFactory factory;
+
+    @BeforeEach
+    void setUp() {
+        factory = new DefaultOpenDALSerializerFactory();
+    }
+
+    @Test
+    void getSerializerSuccess() {
+        OpenDALSerializer<DefaultOpenDALSerializerFactoryTest> serializer = factory.getSerializer(DefaultOpenDALSerializerFactoryTest.class);
+        Assertions.assertNotNull(serializer);
+    }
+}