diff --git a/README.md b/README.md
index 933e5b3..66e749d 100644
--- a/README.md
+++ b/README.md
@@ -510,6 +510,28 @@ await dashScopeClient.DeleteFileAsync(uploadedFile.Id);
 Use `GetMultimodalGenerationAsync`/`GetMultimodalGenerationStreamAsync`
 [Official Documentation](https://help.aliyun.com/zh/model-studio/multimodal)
 
+### Upload file for multimodal usage
+
+You can upload file to get an oss link before multimodal usage.
+
+```csharp
+await using var video = File.OpenRead("sample.mp4");
+var ossLink = await client.UploadTemporaryFileAsync("qwen3-vl-plus", video, "sample.mp4");
+Console.WriteLine($"File uploaded: {ossLink}");
+
+var messages = new List<MultimodalMessage>();
+messages.Add(
+    MultimodalMessage.User(
+    [
+        MultimodalMessageContent.VideoContent(ossLink, fps: 2),
+        // MultimodalMessageContent.VideoFrames(links),
+        // MultimodalMessageContent.ImageContent(link)
+        MultimodalMessageContent.TextContent("这段视频的内容是什么？")
+    ]));
+```
+
+### Image recognition/thinking
+
 ```csharp
 var image = await File.ReadAllBytesAsync("Lenna.jpg");
 var response = dashScopeClient.GetMultimodalGenerationStreamAsync(
@@ -527,7 +549,13 @@ var response = dashScopeClient.GetMultimodalGenerationStreamAsync(
                 ])
             ]
         },
-        Parameters = new MultimodalParameters { IncrementalOutput = true, VlHighResolutionImages = false }
+        Parameters =
+            new MultimodalParameters
+            {
+                IncrementalOutput = true,
+                // EnableThinking = true,
+                VlHighResolutionImages = false
+            }
     });
 
 // output
@@ -564,6 +592,7 @@ await foreach (var modelResponse in response)
     }
 }
 ```
+
 ## Text-to-Speech
 
 Create a speech synthesis session using `dashScopeClient.CreateSpeechSynthesizerSocketSessionAsync()`.
diff --git a/README.zh-Hans.md b/README.zh-Hans.md
index e707b12..638ad1f 100644
--- a/README.zh-Hans.md
+++ b/README.zh-Hans.md
@@ -2313,7 +2313,6 @@ Usage: in(721)/out(7505)/total(0)
 ```
 
 
-
 ## 多模态
 
 使用 `dashScopeClient.GetMultimodalGenerationAsync` 和 `dashScopeClient.GetMultimodalGenerationStreamAsync` 来访问多模态文本生成接口。
@@ -2326,59 +2325,124 @@ Usage: in(721)/out(7505)/total(0)
 
 媒体内容可以通过公网 URL 或者 `byte[]` 传入。
 
+您也可以通过 `UploadTemporaryFileAsync` 方法上传临时文件获取 `oss://` 开头的链接。
+
+```csharp
+await using var lenna = File.OpenRead("Lenna.jpg");
+string ossLink = await client.UploadTemporaryFileAsync("qwen3-vl-plus", lenna, "lenna.jpg");
+Console.WriteLine($"File uploaded: {ossLink}");
+
+// 使用链接
+var messages = new List<MultimodalMessage>();
+messages.Add(
+    MultimodalMessage.User(
+    [
+        MultimodalMessageContent.ImageContent(ossLink),
+        MultimodalMessageContent.TextContent("她是谁？")
+    ]));
+```
+
+您可以通过参数 `EnableThinking` 控制是否开启推理（需要模型支持）。
+
+参数 `VlHighResolutionImages` 控制模型读取模型的精度，开启后会增加图片/视频的 Token 使用量。
+
+以下是完整示例：
+
 ```csharp
-var image = await File.ReadAllBytesAsync("Lenna.jpg");
-var response = dashScopeClient.GetMultimodalGenerationStreamAsync(
+await using var lenna = File.OpenRead("Lenna.jpg");
+var ossLink = await client.UploadTemporaryFileAsync("qwen3-vl-plus", lenna, "lenna.jpg");
+Console.WriteLine($"File uploaded: {ossLink}");
+var messages = new List<MultimodalMessage>();
+messages.Add(
+    MultimodalMessage.User(
+    [
+        MultimodalMessageContent.ImageContent(ossLink),
+        MultimodalMessageContent.TextContent("她是谁？")
+    ]));
+var completion = client.GetMultimodalGenerationStreamAsync(
     new ModelRequest<MultimodalInput, IMultimodalParameters>()
     {
-        Model = "qvq-plus",
-        Input = new MultimodalInput()
+        Model = "qwen3-vl-plus",
+        Input = new MultimodalInput() { Messages = messages },
+        Parameters = new MultimodalParameters()
         {
-            Messages =
-            [
-                MultimodalMessage.User(
-                [
-                    MultimodalMessageContent.ImageContent(image, "image/jpeg"),
-                    MultimodalMessageContent.TextContent("她是谁？")
-                ])
-            ]
-        },
-        Parameters = new MultimodalParameters { IncrementalOutput = true, VlHighResolutionImages = false }
+            IncrementalOutput = true,
+            EnableThinking = true,
+            VlHighResolutionImages = true
+        }
     });
-
-// output
+var reply = new StringBuilder();
 var reasoning = false;
-await foreach (var modelResponse in response)
+MultimodalTokenUsage? usage = null;
+await foreach (var chunk in completion)
 {
-    var choice = modelResponse.Output.Choices.FirstOrDefault();
-    if (choice != null)
+    var choice = chunk.Output.Choices[0];
+    if (string.IsNullOrEmpty(choice.Message.ReasoningContent) == false)
     {
-        if (choice.FinishReason != "null")
+        // reasoning
+        if (reasoning == false)
         {
-            break;
+            Console.Write("Reasoning > ");
+            reasoning = true;
         }
 
-        if (string.IsNullOrEmpty(choice.Message.ReasoningContent) == false)
-        {
-            if (reasoning == false)
-            {
-                reasoning = true;
-                Console.WriteLine("<think>");
-            }
-
-            Console.Write(choice.Message.ReasoningContent);
-            continue;
-        }
+        Console.Write(choice.Message.ReasoningContent);
+        continue;
+    }
 
-        if (reasoning)
-        {
-            reasoning = false;
-            Console.WriteLine("</think>");
-        }
+    if (reasoning)
+    {
+        reasoning = false;
+        Console.WriteLine();
+        Console.Write("Assistant > ");
+    }
 
-        Console.Write(choice.Message.Content[0].Text);
+    if (choice.Message.Content.Count == 0)
+    {
+        continue;
     }
+
+    Console.Write(choice.Message.Content[0].Text);
+    reply.Append(choice.Message.Content[0].Text);
+    usage = chunk.Usage;
 }
+
+Console.WriteLine();
+messages.Add(MultimodalMessage.Assistant([MultimodalMessageContent.TextContent(reply.ToString())]));
+if (usage != null)
+{
+    Console.WriteLine(
+        $"Usage: in({usage.InputTokens})/out({usage.OutputTokens})/image({usage.ImageTokens})/reasoning({usage.OutputTokensDetails?.ReasoningTokens})/total({usage.TotalTokens})");
+}
+
+/*
+Reasoning > 用户现在需要识别图中的人物。这张照片里的女性是Nancy Sinatra（南希·辛纳特拉），她是美国60年代著名的歌手、演员，也是Frank Sinatra的女儿。她的标志性风格包括复古装扮和独特的 音乐风格，这张照片的造型（宽檐帽、羽毛装饰）符合她那个时期的时尚风格。需要确认信息准确性，Nancy Sinatra在60年代的影像资料中常见这样的复古造型，所以判断是她。
+
+Assistant > 图中人物是**南希·辛纳特拉（Nancy Sinatra）**，她是美国20世纪60年代著名的歌手、演员，也是传奇歌手弗兰克·辛纳特拉（Frank Sinatra）的女儿。她以独特的复古风格、音乐作品（如经典歌曲 *These Boots Are Made for Walkin’* ）和影视表现闻名，这张照片的造型（宽檐帽搭配羽毛装饰等）也契合她标志性的时尚风格。
+Usage: in(271)/out(199)/image(258)/reasoning(98)/total(470)
+ */
+```
+
+#### 传入视频文件
+
+VL 系列模型支持传入视频文件，通过 Video 参数传入视频文件链接或者图片序列均可。
+
+传入视频文件时，您可以通过 `fps` 参数来控制模型应当隔多少秒（1/fps 秒）抽取一帧作为输入。
+
+```csharp
+// 使用本地文件需要提前上传
+await using var video = File.OpenRead("sample.mp4");
+var ossLink = await client.UploadTemporaryFileAsync("qwen3-vl-plus", video, "sample.mp4");
+Console.WriteLine($"File uploaded: {ossLink}");
+
+var messages = new List<MultimodalMessage>();
+messages.Add(
+    MultimodalMessage.User(
+    [
+        MultimodalMessageContent.VideoContent(ossLink, fps: 2),
+        // MultimodalMessageContent.VideoFrames(links),
+        MultimodalMessageContent.TextContent("这段视频的内容是什么？")
+    ]));
 ```
 
 ## 语音合成
diff --git a/sample/Cnblogs.DashScope.Sample/Cnblogs.DashScope.Sample.csproj b/sample/Cnblogs.DashScope.Sample/Cnblogs.DashScope.Sample.csproj
index 844e33c..f4ce91b 100644
--- a/sample/Cnblogs.DashScope.Sample/Cnblogs.DashScope.Sample.csproj
+++ b/sample/Cnblogs.DashScope.Sample/Cnblogs.DashScope.Sample.csproj
@@ -26,6 +26,9 @@
     <None Update="1024-2.txt">
       <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
     </None>
+    <None Update="sample.mp4">
+      <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
+    </None>
   </ItemGroup>
 
   <ItemGroup>
diff --git a/sample/Cnblogs.DashScope.Sample/Multimodal/ImageUploadSample.cs b/sample/Cnblogs.DashScope.Sample/Multimodal/ImageUploadSample.cs
new file mode 100644
index 0000000..a636a0e
--- /dev/null
+++ b/sample/Cnblogs.DashScope.Sample/Multimodal/ImageUploadSample.cs
@@ -0,0 +1,88 @@
+using System.Text;
+using Cnblogs.DashScope.Core;
+
+namespace Cnblogs.DashScope.Sample.Multimodal;
+
+public class ImageUploadSample : ISample
+{
+    /// <inheritdoc />
+    public string Description => "Upload image from file system";
+
+    /// <inheritdoc />
+    public async Task RunAsync(IDashScopeClient client)
+    {
+        // upload file
+        await using var lenna = File.OpenRead("Lenna.jpg");
+        var ossLink = await client.UploadTemporaryFileAsync("qwen3-vl-plus", lenna, "lenna.jpg");
+        Console.WriteLine($"File uploaded: {ossLink}");
+        var messages = new List<MultimodalMessage>();
+        messages.Add(
+            MultimodalMessage.User(
+            [
+                MultimodalMessageContent.ImageContent(ossLink),
+                MultimodalMessageContent.TextContent("她是谁？")
+            ]));
+        var completion = client.GetMultimodalGenerationStreamAsync(
+            new ModelRequest<MultimodalInput, IMultimodalParameters>()
+            {
+                Model = "qwen3-vl-plus",
+                Input = new MultimodalInput() { Messages = messages },
+                Parameters = new MultimodalParameters()
+                {
+                    IncrementalOutput = true,
+                    EnableThinking = true,
+                    VlHighResolutionImages = true
+                }
+            });
+        var reply = new StringBuilder();
+        var reasoning = false;
+        MultimodalTokenUsage? usage = null;
+        await foreach (var chunk in completion)
+        {
+            var choice = chunk.Output.Choices[0];
+            if (string.IsNullOrEmpty(choice.Message.ReasoningContent) == false)
+            {
+                // reasoning
+                if (reasoning == false)
+                {
+                    Console.Write("Reasoning > ");
+                    reasoning = true;
+                }
+
+                Console.Write(choice.Message.ReasoningContent);
+                continue;
+            }
+
+            if (reasoning)
+            {
+                reasoning = false;
+                Console.WriteLine();
+                Console.Write("Assistant > ");
+            }
+
+            if (choice.Message.Content.Count == 0)
+            {
+                continue;
+            }
+
+            Console.Write(choice.Message.Content[0].Text);
+            reply.Append(choice.Message.Content[0].Text);
+            usage = chunk.Usage;
+        }
+
+        Console.WriteLine();
+        messages.Add(MultimodalMessage.Assistant([MultimodalMessageContent.TextContent(reply.ToString())]));
+        if (usage != null)
+        {
+            Console.WriteLine(
+                $"Usage: in({usage.InputTokens})/out({usage.OutputTokens})/image({usage.ImageTokens})/reasoning({usage.OutputTokensDetails?.ReasoningTokens})/total({usage.TotalTokens})");
+        }
+    }
+}
+
+/*
+Reasoning > 用户现在需要识别图中的人物。这张照片里的女性是Nancy Sinatra（南希·辛纳特拉），她是美国60年代著名的歌手、演员，也是Frank Sinatra的女儿。她的标志性风格包括复古装扮和独特的 音乐风格，这张照片的造型（宽檐帽、羽毛装饰）符合她那个时期的时尚风格。需要确认信息准确性，Nancy Sinatra在60年代的影像资料中常见这样的复古造型，所以判断是她。
+
+Assistant > 图中人物是**南希·辛纳特拉（Nancy Sinatra）**，她是美国20世纪60年代著名的歌手、演员，也是传奇歌手弗兰克·辛纳特拉（Frank Sinatra）的女儿。她以独特的复古风格、音乐作品（如经典歌曲 *These Boots Are Made for Walkin’* ）和影视表现闻名，这张照片的造型（宽檐帽搭配羽毛装饰等）也契合她标志性的时尚风格。
+Usage: in(271)/out(199)/image(258)/reasoning(98)/total(470)
+ */
diff --git a/sample/Cnblogs.DashScope.Sample/Multimodal/VideoInputSample.cs b/sample/Cnblogs.DashScope.Sample/Multimodal/VideoInputSample.cs
new file mode 100644
index 0000000..942df81
--- /dev/null
+++ b/sample/Cnblogs.DashScope.Sample/Multimodal/VideoInputSample.cs
@@ -0,0 +1,101 @@
+using System.Text;
+using Cnblogs.DashScope.Core;
+
+namespace Cnblogs.DashScope.Sample.Multimodal;
+
+public class VideoInputSample : ISample
+{
+    /// <inheritdoc />
+    public string Description => "Video input sample";
+
+    /// <inheritdoc />
+    public async Task RunAsync(IDashScopeClient client)
+    {
+        // upload file
+        await using var video = File.OpenRead("sample.mp4");
+        var ossLink = await client.UploadTemporaryFileAsync("qwen3-vl-plus", video, "sample.mp4");
+        Console.WriteLine($"File uploaded: {ossLink}");
+        var messages = new List<MultimodalMessage>();
+        messages.Add(
+            MultimodalMessage.User(
+            [
+                MultimodalMessageContent.VideoContent(ossLink, fps: 2),
+                MultimodalMessageContent.TextContent("这段视频的内容是什么？")
+            ]));
+        var completion = client.GetMultimodalGenerationStreamAsync(
+            new ModelRequest<MultimodalInput, IMultimodalParameters>()
+            {
+                Model = "qwen3-vl-plus",
+                Input = new MultimodalInput() { Messages = messages },
+                Parameters = new MultimodalParameters()
+                {
+                    IncrementalOutput = true,
+                    EnableThinking = true,
+                    VlHighResolutionImages = true
+                }
+            });
+        var reply = new StringBuilder();
+        var reasoning = false;
+        MultimodalTokenUsage? usage = null;
+        await foreach (var chunk in completion)
+        {
+            var choice = chunk.Output.Choices[0];
+            if (string.IsNullOrEmpty(choice.Message.ReasoningContent) == false)
+            {
+                // reasoning
+                if (reasoning == false)
+                {
+                    Console.Write("Reasoning > ");
+                    reasoning = true;
+                }
+
+                Console.Write(choice.Message.ReasoningContent);
+                continue;
+            }
+
+            if (reasoning)
+            {
+                reasoning = false;
+                Console.WriteLine();
+                Console.Write("Assistant > ");
+            }
+
+            if (choice.Message.Content.Count == 0)
+            {
+                continue;
+            }
+
+            Console.Write(choice.Message.Content[0].Text);
+            reply.Append(choice.Message.Content[0].Text);
+            usage = chunk.Usage;
+        }
+
+        Console.WriteLine();
+        messages.Add(MultimodalMessage.Assistant([MultimodalMessageContent.TextContent(reply.ToString())]));
+        if (usage != null)
+        {
+            Console.WriteLine(
+                $"Usage: in({usage.InputTokens})/out({usage.OutputTokens})/video({usage.VideoTokens})/reasoning({usage.OutputTokensDetails?.ReasoningTokens})/total({usage.TotalTokens})");
+        }
+    }
+}
+
+/*
+File uploaded: oss://dashscope-instant/52afe077fb4825c6d74411758cb1ab98/2025-11-15/0b590ae2-3904-4919-a886-d0a2e6ede1b8/sample.mp4
+Reasoning > 用户现在需要分析这段视频的内容。首先看提供的帧，是连续的多个画面，显示一位女性在户外，背景是建筑物。她的表情和动作有变化：从微笑到大笑，嘴巴开合，应该是说话或表达情绪。右上角有“通义·AI合成”标识，说明是AI生成的视频。
+
+首先确认元素：人物穿着粉色开衫、白色内搭，短发，背景模糊建筑。视频中人物表情动态变化，比如微笑、露齿笑、嘴巴动作，可能是模拟说话或自然表情变化。因为是AI合成，所以是生成的动态视频，展示人物的面部表情变化，可能用于演示AI生成的视频效果，比如表情自然过渡、口型同步等。
+
+总结：这段视频是AI合成的内容，展示一位女性在户外场景中，面部表情随时间变化（微笑、大笑、说话等动态表情），背景为模糊的建筑物，整体呈现自然的表情过渡效果，用于展示AI生成视频的能力。
+
+Assistant > 这段视频是**AI合成**的内容，展示了以下信息：
+
+- **主体**：一位留着齐肩短发、穿着浅粉色针织开衫与白色内搭的女性，佩戴细项链与耳饰。
+- **场景**：背景为模糊的户外建筑（暖色调墙面与立柱），光线明亮，营造出自然的日常氛围。
+- **动态表现**：女性的面部表情随时间变化，呈现自然的互动感——从微笑到露齿大笑，嘴巴开合、眼神灵动，模拟了“说话”或“表达情绪”的动态效果（如微笑、大笑、唇部动作等）。
+- **技术标识**：画面右上角有“通义·AI合成”字样，表明这是由AI技术生成的虚拟视频内容，用于展示AI在**表情自然度、口型同步、光影渲染**等方面的合成能力。
+
+
+简言之，这是一段**AI生成的虚拟人物表情演示视频**，核心是通过动态表情变化展现AI合成技术的逼真效果。
+Usage: in(3606)/out(436)/video(3586)/reasoning(211)/total(4042)
+ */
diff --git a/sample/Cnblogs.DashScope.Sample/sample.mp4 b/sample/Cnblogs.DashScope.Sample/sample.mp4
new file mode 100644
index 0000000..19fc876
Binary files /dev/null and b/sample/Cnblogs.DashScope.Sample/sample.mp4 differ
diff --git a/src/Cnblogs.DashScope.Core/MultimodalInputTokenDetails.cs b/src/Cnblogs.DashScope.Core/MultimodalInputTokenDetails.cs
index 9b2e59b..8df996f 100644
--- a/src/Cnblogs.DashScope.Core/MultimodalInputTokenDetails.cs
+++ b/src/Cnblogs.DashScope.Core/MultimodalInputTokenDetails.cs
@@ -4,5 +4,6 @@
 /// Token details for multimodal inputs.
 /// </summary>
 /// <param name="ImageTokens">Token count of image.</param>
+/// <param name="VideoTokens">Token count of video.</param>
 /// <param name="TextTokens">Token count of text.</param>
-public record MultimodalInputTokenDetails(int? ImageTokens, int? TextTokens);
+public record MultimodalInputTokenDetails(int? ImageTokens = null, int? VideoTokens = null, int? TextTokens = null);
diff --git a/src/Cnblogs.DashScope.Core/MultimodalOutputTokenDetails.cs b/src/Cnblogs.DashScope.Core/MultimodalOutputTokenDetails.cs
index e56d603..96005a8 100644
--- a/src/Cnblogs.DashScope.Core/MultimodalOutputTokenDetails.cs
+++ b/src/Cnblogs.DashScope.Core/MultimodalOutputTokenDetails.cs
@@ -5,4 +5,4 @@
 /// </summary>
 /// <param name="ReasoningTokens">Token count of reasoning output.</param>
 /// <param name="TextTokens">Token count of text output.</param>
-public record MultimodalOutputTokenDetails(int? ReasoningTokens, int? TextTokens);
+public record MultimodalOutputTokenDetails(int? ReasoningTokens = null, int? TextTokens = null);
diff --git a/src/Cnblogs.DashScope.Core/MultimodalPromptTokenDetails.cs b/src/Cnblogs.DashScope.Core/MultimodalPromptTokenDetails.cs
new file mode 100644
index 0000000..0e80ae2
--- /dev/null
+++ b/src/Cnblogs.DashScope.Core/MultimodalPromptTokenDetails.cs
@@ -0,0 +1,7 @@
+namespace Cnblogs.DashScope.Core;
+
+/// <summary>
+/// Prompt token details, including cache info.
+/// </summary>
+/// <param name="CachedTokens">Token count that been cached.</param>
+public record MultimodalPromptTokenDetails(int? CachedTokens = null);
diff --git a/src/Cnblogs.DashScope.Core/MultimodalTokenUsage.cs b/src/Cnblogs.DashScope.Core/MultimodalTokenUsage.cs
index 912dd75..2b7b98b 100644
--- a/src/Cnblogs.DashScope.Core/MultimodalTokenUsage.cs
+++ b/src/Cnblogs.DashScope.Core/MultimodalTokenUsage.cs
@@ -49,4 +49,9 @@ public class MultimodalTokenUsage
     /// The details of output token usage.
     /// </summary>
     public MultimodalOutputTokenDetails? OutputTokensDetails { get; set; }
+
+    /// <summary>
+    /// The details of prompt token usage. (e.g. cached tokens)
+    /// </summary>
+    public MultimodalPromptTokenDetails? PromptTokensDetails { get; set; }
 }
diff --git a/test/Cnblogs.DashScope.Sdk.UnitTests/MultimodalGenerationSerializationTests.cs b/test/Cnblogs.DashScope.Sdk.UnitTests/MultimodalGenerationSerializationTests.cs
index 5825b14..604b490 100644
--- a/test/Cnblogs.DashScope.Sdk.UnitTests/MultimodalGenerationSerializationTests.cs
+++ b/test/Cnblogs.DashScope.Sdk.UnitTests/MultimodalGenerationSerializationTests.cs
@@ -64,7 +64,7 @@ last.Output.Choices[0] with
                     }
                 })
         };
-        Assert.Equivalent(last, testCase.ResponseModel);
+        Assert.Equivalent(testCase.ResponseModel, last);
     }
 
     public static TheoryData<RequestSnapshot<ModelRequest<MultimodalInput, IMultimodalParameters>,
@@ -84,6 +84,7 @@ ModelResponse<MultimodalOutput, MultimodalTokenUsage>>> SseData
             Snapshots.MultimodalGeneration.VlSse,
             Snapshots.MultimodalGeneration.AudioSse,
             Snapshots.MultimodalGeneration.OcrSse,
-            Snapshots.MultimodalGeneration.VideoSse
+            Snapshots.MultimodalGeneration.VideoSse,
+            Snapshots.MultimodalGeneration.OssVideoSse
         };
 }
diff --git a/test/Cnblogs.DashScope.Tests.Shared/RawHttpData/multimodal-generation-vl-video-file-sse.request.body.json b/test/Cnblogs.DashScope.Tests.Shared/RawHttpData/multimodal-generation-vl-video-file-sse.request.body.json
new file mode 100644
index 0000000..73c28b1
--- /dev/null
+++ b/test/Cnblogs.DashScope.Tests.Shared/RawHttpData/multimodal-generation-vl-video-file-sse.request.body.json
@@ -0,0 +1,22 @@
+{
+  "model": "qwen-vl-max",
+  "input": {
+    "messages": [
+      {
+        "role": "user",
+        "content": [
+          {
+            "video": "oss://dashscope-instant/52afe077fb4825c6d74411758cb1ab98/2025-11-15/0b590ae2-3904-4919-a886-d0a2e6ede1b8/sample.mp4",
+            "fps": 2
+          },
+          {
+            "text": "描述这个视频的具体过程"
+          }
+        ]
+      }
+    ]
+  },
+  "parameters": {
+    "incremental_output": true
+  }
+}
diff --git a/test/Cnblogs.DashScope.Tests.Shared/RawHttpData/multimodal-generation-vl-video-file-sse.request.header.txt b/test/Cnblogs.DashScope.Tests.Shared/RawHttpData/multimodal-generation-vl-video-file-sse.request.header.txt
new file mode 100644
index 0000000..77394c3
--- /dev/null
+++ b/test/Cnblogs.DashScope.Tests.Shared/RawHttpData/multimodal-generation-vl-video-file-sse.request.header.txt
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+POST /api/v1/services/aigc/multimodal-generation/generation HTTP/1.1
+Accept: text/event-stream
+X-DashScope-OssResourceResolve: enable
+Content-Type: application/json
+Cache-Control: no-cache
+Host: dashscope.aliyuncs.com
+Accept-Encoding: gzip, deflate, br
+Connection: keep-alive
+Content-Length: 482
diff --git a/test/Cnblogs.DashScope.Tests.Shared/RawHttpData/multimodal-generation-vl-video-file-sse.response.body.txt b/test/Cnblogs.DashScope.Tests.Shared/RawHttpData/multimodal-generation-vl-video-file-sse.response.body.txt
new file mode 100644
index 0000000..2b5fd78
--- /dev/null
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+
diff --git a/test/Cnblogs.DashScope.Tests.Shared/RawHttpData/multimodal-generation-vl-video-file-sse.response.header.txt b/test/Cnblogs.DashScope.Tests.Shared/RawHttpData/multimodal-generation-vl-video-file-sse.response.header.txt
new file mode 100644
index 0000000..634cb64
--- /dev/null
+++ b/test/Cnblogs.DashScope.Tests.Shared/RawHttpData/multimodal-generation-vl-video-file-sse.response.header.txt
@@ -0,0 +1,14 @@
+HTTP/1.1 200 OK
+vary: Origin,Access-Control-Request-Method,Access-Control-Request-Headers
+x-request-id: 80199c3f-e431-4310-b1de-f2ba11e554f7
+content-type: text/event-stream;charset=UTF-8
+x-dashscope-call-gateway: true
+x-dashscope-timeout: 298
+x-dashscope-finished: false
+req-cost-time: 1114
+req-arrive-time: 1763215444358
+resp-start-time: 1763215445472
+x-envoy-upstream-service-time: 1108
+date: Sat, 15 Nov 2025 14:04:05 GMT
+server: istio-envoy
+transfer-encoding: chunked
diff --git a/test/Cnblogs.DashScope.Tests.Shared/Utils/Snapshots.MultimodalGeneration.cs b/test/Cnblogs.DashScope.Tests.Shared/Utils/Snapshots.MultimodalGeneration.cs
index 657ded1..45116d9 100644
--- a/test/Cnblogs.DashScope.Tests.Shared/Utils/Snapshots.MultimodalGeneration.cs
+++ b/test/Cnblogs.DashScope.Tests.Shared/Utils/Snapshots.MultimodalGeneration.cs
@@ -563,5 +563,55 @@ public static class MultimodalGeneration
                         OutputTokens = 176
                     }
                 });
+
+        public static readonly
+            RequestSnapshot<ModelRequest<MultimodalInput, IMultimodalParameters>,
+                ModelResponse<MultimodalOutput, MultimodalTokenUsage>> OssVideoSse =
+                new(
+                    "multimodal-generation-vl-video-file",
+                    new ModelRequest<MultimodalInput, IMultimodalParameters>()
+                    {
+                        Model = "qwen-vl-max",
+                        Input = new MultimodalInput
+                        {
+                            Messages = new[]
+                            {
+                                MultimodalMessage.User(
+                                    new[]
+                                    {
+                                        MultimodalMessageContent.VideoContent(
+                                            "oss://dashscope-instant/52afe077fb4825c6d74411758cb1ab98/2025-11-15/0b590ae2-3904-4919-a886-d0a2e6ede1b8/sample.mp4",
+                                            2),
+                                        MultimodalMessageContent.TextContent("描述这个视频的具体过程")
+                                    })
+                            }
+                        },
+                        Parameters = new MultimodalParameters() { IncrementalOutput = true }
+                    },
+                    new ModelResponse<MultimodalOutput, MultimodalTokenUsage>()
+                    {
+                        RequestId = "80199c3f-e431-4310-b1de-f2ba11e554f7",
+                        Output = new MultimodalOutput(
+                            new List<MultimodalChoice>()
+                            {
+                                new(
+                                    "stop",
+                                    MultimodalMessage.Assistant(
+                                        new List<MultimodalMessageContent>()
+                                        {
+                                            MultimodalMessageContent.TextContent("这个视频展示了一位年轻女性的面部特写，她有着齐肩的棕色短发和刘海，穿着一件粉色针织开衫搭配白色内搭，脖子上戴着一条细小的项链。背景是模糊的城市建筑环境，阳光明媚，整体画面明亮且温暖。\n\n视频的具体过程如下：\n\n1. **初始画面**：视频开始时，女性面带微笑，眼神温和地注视着镜头，表情自然亲切。\n2. **表情变化**：她的笑容逐渐加深，从浅笑过渡到大笑，露出牙齿，显得非常开心和愉悦。\n3. **头部轻微晃动**：在笑的过程中，她的头部有轻微的前后晃动，增加了动态感和真实感。\n4. **眼神交流**：她一直保持与镜头的眼神接触，给人一种直接对话的感觉。\n5. **情绪传递**：整个过程中，她的表情从轻松愉快逐渐变为更加开朗和兴奋，传递出积极正面的情绪。\n6. **结束状态**：视频最后，她的笑容依然灿烂，但稍微收敛了一些，恢复到一个温和的笑容，结束于一个稳定的画面。\n\n整个视频通过细腻的表情变化和自然的动作，展现了人物的亲和力和愉悦心情，营造出一种温暖、阳光的氛围。右上角有“通义·AI合成”的水印，表明这是由AI技术生成的视频内容。")
+                                        }))
+                            }),
+                        Usage = new MultimodalTokenUsage()
+                        {
+                            VideoTokens = 3586,
+                            TotalTokens = 3887,
+                            OutputTokens = 283,
+                            InputTokens = 3604,
+                            InputTokensDetails = new MultimodalInputTokenDetails(VideoTokens: 3586, TextTokens: 18),
+                            OutputTokensDetails = new MultimodalOutputTokenDetails(TextTokens: 283),
+                            PromptTokensDetails = new MultimodalPromptTokenDetails(0)
+                        }
+                    });
     }
 }