From 1d41b167c213bcb1ac04a638180101e30d6ba94e Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E6=B2=88=E6=98=9F=E7=B9=81?= Date: Thu, 20 Mar 2025 12:01:41 +0800 Subject: [PATCH] feat: support reasoning models --- README.md | 62 +- README.zh-Hans.md | 69 +- .../DashScopeChatClient.cs | 5 +- src/Cnblogs.DashScope.Core/TextChatMessage.cs | 12 +- .../DeepSeek/DeepSeekLlm.cs | 17 + .../DeepSeek/DeepSeekLlmName.cs | 14 + .../DeepSeek/DeepSeekTextGenerationApi.cs | 87 + src/Cnblogs.DashScope.Sdk/QWen/QWenLlm.cs | 7 +- .../QWen/QWenLlmNames.cs | 3 +- .../DeepSeekTextGenerationApiTests.cs | 74 + ...-message-reasoning-nosse.request.body.json | 14 + ...message-reasoning-nosse.request.header.txt | 8 + ...-message-reasoning-nosse.response.body.txt | 1 + ...essage-reasoning-nosse.response.header.txt | 15 + ...on-message-reasoning-sse.request.body.json | 14 + ...n-message-reasoning-sse.request.header.txt | 7 + ...on-message-reasoning-sse.response.body.txt | 1975 +++++++++++++++++ ...-message-reasoning-sse.response.header.txt | 14 + .../TextGenerationSerializationTests.cs | 28 +- .../Utils/Snapshots.TextGeneration.cs | 75 + 20 files changed, 2472 insertions(+), 29 deletions(-) create mode 100644 src/Cnblogs.DashScope.Sdk/DeepSeek/DeepSeekLlm.cs create mode 100644 src/Cnblogs.DashScope.Sdk/DeepSeek/DeepSeekLlmName.cs create mode 100644 src/Cnblogs.DashScope.Sdk/DeepSeek/DeepSeekTextGenerationApi.cs create mode 100644 test/Cnblogs.DashScope.Sdk.UnitTests/DeepSeekTextGenerationApiTests.cs create mode 100644 test/Cnblogs.DashScope.Sdk.UnitTests/RawHttpData/single-generation-message-reasoning-nosse.request.body.json create mode 100644 test/Cnblogs.DashScope.Sdk.UnitTests/RawHttpData/single-generation-message-reasoning-nosse.request.header.txt create mode 100644 test/Cnblogs.DashScope.Sdk.UnitTests/RawHttpData/single-generation-message-reasoning-nosse.response.body.txt create mode 100644 test/Cnblogs.DashScope.Sdk.UnitTests/RawHttpData/single-generation-message-reasoning-nosse.response.header.txt create mode 100644 test/Cnblogs.DashScope.Sdk.UnitTests/RawHttpData/single-generation-message-reasoning-sse.request.body.json create mode 100644 test/Cnblogs.DashScope.Sdk.UnitTests/RawHttpData/single-generation-message-reasoning-sse.request.header.txt create mode 100644 test/Cnblogs.DashScope.Sdk.UnitTests/RawHttpData/single-generation-message-reasoning-sse.response.body.txt create mode 100644 test/Cnblogs.DashScope.Sdk.UnitTests/RawHttpData/single-generation-message-reasoning-sse.response.header.txt diff --git a/README.md b/README.md index c635192..02f3ff3 100644 --- a/README.md +++ b/README.md @@ -47,7 +47,7 @@ builder.AddDashScopeClient(builder.Configuration); ```json { "DashScope": { - "ApiKey": "your-api-key" + "ApiKey": "your-api-key", } } ``` @@ -66,21 +66,54 @@ public class YourService(IDashScopeClient client) # Supported APIs -- Text Embedding API - `dashScopeClient.GetTextEmbeddingsAsync()` -- Text Generation API(qwen-turbo, qwen-max, etc.) - `dashScopeClient.GetQwenCompletionAsync()` and `dashScopeClient.GetQWenCompletionStreamAsync()` -- BaiChuan Models - Use `dashScopeClient.GetBaiChuanTextCompletionAsync()` -- LLaMa2 Models - `dashScopeClient.GetLlama2TextCompletionAsync()` -- Multimodal Generation API(qwen-vl-max, etc.) - `dashScopeClient.GetQWenMultimodalCompletionAsync()` and `dashScopeClient.GetQWenMultimodalCompletionStreamAsync()` +- Text Embedding API - `GetTextEmbeddingsAsync()` +- Text Generation API(qwen-turbo, qwen-max, etc.) - `GetQWenCompletionAsync()` and `GetQWenCompletionStreamAsync()` +- DeepSeek Models - `GetDeepSeekCompletionAsync()` and `GetDeepSeekCompletionStreamAsync()` +- BaiChuan Models - Use `GetBaiChuanTextCompletionAsync()` +- LLaMa2 Models - `GetLlama2TextCompletionAsync()` +- Multimodal Generation API(qwen-vl-max, etc.) - `GetQWenMultimodalCompletionAsync()` and `GetQWenMultimodalCompletionStreamAsync()` - Wanx Models(Image generation, background generation, etc) - Image Synthesis - `CreateWanxImageSynthesisTaskAsync()` and `GetWanxImageSynthesisTaskAsync()` - Image Generation - `CreateWanxImageGenerationTaskAsync()` and `GetWanxImageGenerationTaskAsync()` - Background Image Generation - `CreateWanxBackgroundGenerationTaskAsync()` and `GetWanxBackgroundGenerationTaskAsync()` -- File API that used by Qwen-Long - `dashScopeClient.UploadFileAsync()` and `dashScopeClient.DeleteFileAsync` +- File API that used by Qwen-Long - `UploadFileAsync()` and `DeleteFileAsync` - Application call - `GetApplicationResponseAsync()` and `GetApplicationResponseStreamAsync()` # Examples -Visit [tests](./test) for more usage of each api. +Visit [snapshots](./test/Cnblogs.DashScope.Sdk.UnitTests/Utils/Snapshots.cs) for calling samples. + +Visit [tests](./test/Cnblogs.DashScope.Sdk.UnitTests) for more usage of each api. + +## General Text Completion API + +Use `client.GetTextCompletionAsync` and `client.GetTextCompletionStreamAsync` to access text generation api directly. + +```csharp +var completion = await dashScopeClient.GetTextCompletionAsync( + new ModelRequest + { + Model = "your-model-name", + Input = new TextGenerationInput { Prompt = prompt }, + Parameters = new TextGenerationParameters() + { + // control parameters as you wish. + EnableSearch = true + } + }); +var completions = dashScopeClient.GetTextCompletionStreamAsync( + new ModelRequest + { + Model = "your-model-name", + Input = new TextGenerationInput { Messages = [TextChatMessage.System("you are a helpful assistant"), TextChatMessage.User("How are you?")] }, + Parameters = new TextGenerationParameters() + { + // control parameters as you wish. + EnableSearch = true, + IncreamentalOutput = true + } + }); +``` ## Single Text Completion @@ -90,6 +123,19 @@ var completion = await client.GetQWenCompletionAsync(QWenLlm.QWenMax, prompt); Console.WriteLine(completion.Output.Text); ``` +## Reasoning + +Use `completion.Output.Choices![0].Message.ReasoningContent` to access the reasoning content from model. + +```csharp +var history = new List +{ + ChatMessage.User("Calculate 1+1") +}; +var completion = await client.GetDeepSeekChatCompletionAsync(DeepSeekLlm.DeepSeekR1, history); +Console.WriteLine(completion.Output.Choices[0]!.Message.ReasoningContent); +``` + ## Multi-round chat ```csharp diff --git a/README.zh-Hans.md b/README.zh-Hans.md index a84421d..f275d76 100644 --- a/README.zh-Hans.md +++ b/README.zh-Hans.md @@ -66,23 +66,59 @@ public class YourService(IDashScopeClient client) # 支持的 API -- 通用文本向量 - `dashScopeClient.GetTextEmbeddingsAsync()` -- 通义千问（`qwen-turbo`， `qwen-max` 等） - `dashScopeClient.GetQwenCompletionAsync()` and `dashScopeClient.GetQWenCompletionStreamAsync()` -- 百川开源大模型 - Use `dashScopeClient.GetBaiChuanTextCompletionAsync()` -- LLaMa2 大语言模型 - `dashScopeClient.GetLlama2TextCompletionAsync()` -- 通义千问 VL 和通义千问 Audio(`qwen-vl-max`， `qwen-audio`) - `dashScopeClient.GetQWenMultimodalCompletionAsync()` and `dashScopeClient.GetQWenMultimodalCompletionStreamAsync()` +- 通用文本向量 - `GetTextEmbeddingsAsync()` +- 通义千问（`qwen-turbo`， `qwen-max` 等） - `GetQWenCompletionAsync()` 和 `GetQWenCompletionStreamAsync()` +- DeepSeek 系列模型（`deepseek-r1`，`deepseek-v3` 等） - `GetDeepSeekChatCompletionAsync()` 和 `GetDeepSeekChatCompletionStreamAsync()` +- 百川开源大模型 - `GetBaiChuanTextCompletionAsync()` +- LLaMa2 大语言模型 - `GetLlama2TextCompletionAsync()` +- 通义千问 VL 和通义千问 Audio(`qwen-vl-max`， `qwen-audio`) - `GetQWenMultimodalCompletionAsync()` 和 `GetQWenMultimodalCompletionStreamAsync()` - 通义万相系列 - - 文生图 - `CreateWanxImageSynthesisTaskAsync()` and `GetWanxImageSynthesisTaskAsync()` - - 人像风格重绘 - `CreateWanxImageGenerationTaskAsync()` and `GetWanxImageGenerationTaskAsync()` - - 图像背景生成 - `CreateWanxBackgroundGenerationTaskAsync()` and `GetWanxBackgroundGenerationTaskAsync()` -- 适用于 QWen-Long 的文件 API `dashScopeClient.UploadFileAsync()` and `dashScopeClient.DeleteFileAsync` -- 应用调用 `dashScopeClient.GetApplicationResponseAsync` 和 `dashScopeClient.GetApplicationResponseStreamAsync()` + - 文生图 - `CreateWanxImageSynthesisTaskAsync()` 和 `GetWanxImageSynthesisTaskAsync()` + - 人像风格重绘 - `CreateWanxImageGenerationTaskAsync()` 和 `GetWanxImageGenerationTaskAsync()` + - 图像背景生成 - `CreateWanxBackgroundGenerationTaskAsync()` 和 `GetWanxBackgroundGenerationTaskAsync()` +- 适用于 QWen-Long 的文件 API `UploadFileAsync()` 和 `DeleteFileAsync` +- 应用调用 `GetApplicationResponseAsync` 和 `GetApplicationResponseStreamAsync()` - 其他使用相同 Endpoint 的模型 # 示例 +查看 [Snapshots.cs](./test/Cnblogs.DashScope.Sdk.UnitTests/Utils/Snapshots.cs) 获得 API 调用参数示例. + 查看 [测试](./test) 获得更多 API 使用示例。 +## 文本生成 + +使用 `dashScopeClient.GetTextCompletionAsync` 和 `dashScopeClient.GetTextCompletionStreamAsync` 来直接访问文本生成接口。 + +相关文档：https://help.aliyun.com/zh/model-studio/user-guide/text-generation/ + +```csharp +var completion = await dashScopeClient.GetTextCompletionAsync( + new ModelRequest + { + Model = "your-model-name", + Input = new TextGenerationInput { Prompt = prompt }, + Parameters = new TextGenerationParameters() + { + // control parameters as you wish. + EnableSearch = true + } + }); + +var completions = dashScopeClient.GetTextCompletionStreamAsync( + new ModelRequest + { + Model = "your-model-name", + Input = new TextGenerationInput { Messages = [TextChatMessage.System("you are a helpful assistant"), TextChatMessage.User("How are you?")] }, + Parameters = new TextGenerationParameters() + { + // control parameters as you wish. + EnableSearch = true, + IncreamentalOutput = true + } + }); +``` + ## 单轮对话 ```csharp @@ -108,6 +144,19 @@ var completion = await client.GetQWenChatCompletionAsync(QWenLlm.QWenMax, histor Console.WriteLine(completion.Output.Choices[0].Message.Content); // The number is 42 ``` +## 推理 + +使用推理模型时，模型的思考过程可以通过 `ReasoningContent` 属性获取。 + +```csharp +var history = new List +{ + TextChatMessage.User("Calculate 1+1") +}; +var completion = await client.GetDeepSeekChatCompletionAsync(DeepSeekLlm.DeepSeekR1, history); +Console.WriteLine(completion.Output.Choices[0]!.Message.ReasoningContent); +``` + ## 工具调用 创建一个可供模型使用的方法。 diff --git a/src/Cnblogs.DashScope.AI/DashScopeChatClient.cs b/src/Cnblogs.DashScope.AI/DashScopeChatClient.cs index 3e2561f..11b86af 100644 --- a/src/Cnblogs.DashScope.AI/DashScopeChatClient.cs +++ b/src/Cnblogs.DashScope.AI/DashScopeChatClient.cs @@ -183,7 +183,7 @@ public async IAsyncEnumerable GetStreamingResponseAsync( { update.Contents.Add( new UsageContent( - new UsageDetails() + new UsageDetails { InputTokenCount = response.Usage.InputTokens, OutputTokenCount = response.Usage.OutputTokens, @@ -208,7 +208,7 @@ public async IAsyncEnumerable GetStreamingResponseAsync( RawRepresentation = completion.Messages[0].RawRepresentation, CreatedAt = completion.CreatedAt, FinishReason = completion.FinishReason, - ModelId = completion.ModelId, + ModelId = completion.ModelId }; } else @@ -467,6 +467,7 @@ private IEnumerable ToTextChatMessages( from.Text, from.AuthorName, null, + null, functionCall.Count > 0 ? functionCall : null); } } diff --git a/src/Cnblogs.DashScope.Core/TextChatMessage.cs b/src/Cnblogs.DashScope.Core/TextChatMessage.cs index 71d6fd8..7191191 100644 --- a/src/Cnblogs.DashScope.Core/TextChatMessage.cs +++ b/src/Cnblogs.DashScope.Core/TextChatMessage.cs @@ -10,6 +10,7 @@ namespace Cnblogs.DashScope.Core; /// The content of this message. /// Used when role is tool, represents the function name of this message generated by. /// Notify model that next message should use this message as prefix. +/// Reasoning content for reasoning model. /// Calls to the function. [method: JsonConstructor] public record TextChatMessage( @@ -17,6 +18,7 @@ public record TextChatMessage( string Content, string? Name = null, bool? Partial = null, + string? ReasoningContent = null, List? ToolCalls = null) : IMessage { /// @@ -84,11 +86,17 @@ public static TextChatMessage System(string content) /// The content of the message. /// When set to true, content of this message would be the prefix of next model output. /// Author name. + /// Think content when reasoning. /// Tool calls by model. /// - public static TextChatMessage Assistant(string content, bool? partial = null, string? name = null, List? toolCalls = null) + public static TextChatMessage Assistant( + string content, + bool? partial = null, + string? name = null, + string? reasoningContent = null, + List? toolCalls = null) { - return new TextChatMessage(DashScopeRoleNames.Assistant, content, name, partial, toolCalls); + return new TextChatMessage(DashScopeRoleNames.Assistant, content, name, partial, reasoningContent, toolCalls); } /// diff --git a/src/Cnblogs.DashScope.Sdk/DeepSeek/DeepSeekLlm.cs b/src/Cnblogs.DashScope.Sdk/DeepSeek/DeepSeekLlm.cs new file mode 100644 index 0000000..b5ce953 --- /dev/null +++ b/src/Cnblogs.DashScope.Sdk/DeepSeek/DeepSeekLlm.cs @@ -0,0 +1,17 @@ +namespace Cnblogs.DashScope.Sdk.DeepSeek; + +/// +/// DeepSeek models. +/// +public enum DeepSeekLlm +{ + /// + /// deepseek-v3 model. + /// + DeepSeekV3 = 1, + + /// + /// deepseek-r1 model. + /// + DeepSeekR1 = 2 +} diff --git a/src/Cnblogs.DashScope.Sdk/DeepSeek/DeepSeekLlmName.cs b/src/Cnblogs.DashScope.Sdk/DeepSeek/DeepSeekLlmName.cs new file mode 100644 index 0000000..f0c8bfa --- /dev/null +++ b/src/Cnblogs.DashScope.Sdk/DeepSeek/DeepSeekLlmName.cs @@ -0,0 +1,14 @@ +namespace Cnblogs.DashScope.Sdk.DeepSeek; + +internal static class DeepSeekLlmName +{ + public static string GetModelName(this DeepSeekLlm model) + { + return model switch + { + DeepSeekLlm.DeepSeekR1 => "deepseek-r1", + DeepSeekLlm.DeepSeekV3 => "deepseek-v3", + _ => ThrowHelper.UnknownModelName(nameof(model), model) + }; + } +} diff --git a/src/Cnblogs.DashScope.Sdk/DeepSeek/DeepSeekTextGenerationApi.cs b/src/Cnblogs.DashScope.Sdk/DeepSeek/DeepSeekTextGenerationApi.cs new file mode 100644 index 0000000..ecc988e --- /dev/null +++ b/src/Cnblogs.DashScope.Sdk/DeepSeek/DeepSeekTextGenerationApi.cs @@ -0,0 +1,87 @@ +using Cnblogs.DashScope.Core; + +namespace Cnblogs.DashScope.Sdk.DeepSeek; + +/// +/// Extensions for calling DeepSeek models, see: https://help.aliyun.com/zh/model-studio/developer-reference/deepseek +/// +public static class DeepSeekTextGenerationApi +{ + private static TextGenerationParameters StreamingParameters { get; } = new() { IncrementalOutput = true }; + + /// + /// Get text completion from deepseek model. + /// + /// The . + /// The model name. + /// The context messages. + /// + public static async Task> + GetDeepSeekChatCompletionAsync( + this IDashScopeClient client, + DeepSeekLlm model, + IEnumerable messages) + { + return await client.GetDeepSeekChatCompletionAsync(model.GetModelName(), messages); + } + + /// + /// Get text completion from deepseek model. + /// + /// The . + /// The model name. + /// The context messages. + /// + public static async Task> + GetDeepSeekChatCompletionAsync( + this IDashScopeClient client, + string model, + IEnumerable messages) + { + return await client.GetTextCompletionAsync( + new ModelRequest + { + Model = model, + Input = new TextGenerationInput { Messages = messages }, + Parameters = null + }); + } + + /// + /// Get streamed completion from deepseek model. + /// + /// + /// + /// + /// + public static IAsyncEnumerable> + GetDeepSeekChatCompletionStreamAsync( + this IDashScopeClient client, + DeepSeekLlm model, + IEnumerable messages) + { + return client.GetDeepSeekChatCompletionStreamAsync(model.GetModelName(), messages); + } + + /// + /// Get streamed completion from deepseek model. + /// + /// + /// + /// + /// + public static IAsyncEnumerable> + GetDeepSeekChatCompletionStreamAsync( + this IDashScopeClient client, + string model, + IEnumerable messages) + { + return client.GetTextCompletionStreamAsync( + new ModelRequest + { + Model = model, + Input = new TextGenerationInput { Messages = messages }, + Parameters = StreamingParameters + }); + } +} diff --git a/src/Cnblogs.DashScope.Sdk/QWen/QWenLlm.cs b/src/Cnblogs.DashScope.Sdk/QWen/QWenLlm.cs index b8dbc98..99beadd 100644 --- a/src/Cnblogs.DashScope.Sdk/QWen/QWenLlm.cs +++ b/src/Cnblogs.DashScope.Sdk/QWen/QWenLlm.cs @@ -133,5 +133,10 @@ public enum QWenLlm /// /// qvq-72b-preview /// - QwQ72BPreview = 25 + QvQ72BPreview = 25, + + /// + /// qwq-32b + /// + QwQ32B = 26 } diff --git a/src/Cnblogs.DashScope.Sdk/QWen/QWenLlmNames.cs b/src/Cnblogs.DashScope.Sdk/QWen/QWenLlmNames.cs index 8bc299e..a433baf 100644 --- a/src/Cnblogs.DashScope.Sdk/QWen/QWenLlmNames.cs +++ b/src/Cnblogs.DashScope.Sdk/QWen/QWenLlmNames.cs @@ -30,7 +30,8 @@ public static string GetModelName(this QWenLlm llm) QWenLlm.QWenPlusLatest => "qwen-plus-latest", QWenLlm.QWenTurboLatest => "qwen-turbo-latest", QWenLlm.QwQ32BPreview => "qwq-32b-preview", - QWenLlm.QwQ72BPreview => "qwq-72b-preview", + QWenLlm.QvQ72BPreview => "qvq-72b-preview", + QWenLlm.QwQ32B => "qwq-32b", _ => ThrowHelper.UnknownModelName(nameof(llm), llm) }; } diff --git a/test/Cnblogs.DashScope.Sdk.UnitTests/DeepSeekTextGenerationApiTests.cs b/test/Cnblogs.DashScope.Sdk.UnitTests/DeepSeekTextGenerationApiTests.cs new file mode 100644 index 0000000..5bc1956 --- /dev/null +++ b/test/Cnblogs.DashScope.Sdk.UnitTests/DeepSeekTextGenerationApiTests.cs @@ -0,0 +1,74 @@ +using Cnblogs.DashScope.Core; +using Cnblogs.DashScope.Sdk.DeepSeek; +using NSubstitute; + +namespace Cnblogs.DashScope.Sdk.UnitTests; + +public class DeepSeekTextGenerationApiTests +{ + [Fact] + public async Task TextCompletion_UseEnum_SuccessAsync() + { + // Arrange + var client = Substitute.For(); + + // Act + await client.GetDeepSeekChatCompletionAsync(DeepSeekLlm.DeepSeekR1, [TextChatMessage.User("你好")]); + + // Assert + await client.Received().GetTextCompletionAsync( + Arg.Is>( + x => x.Model == "deepseek-r1" && x.Input.Messages!.First().Content == "你好" && x.Parameters == null)); + } + + [Fact] + public async Task TextCompletion_UseCustomModel_SuccessAsync() + { + // Arrange + const string customModel = "deepseek-v3"; + var client = Substitute.For(); + + // Act + await client.GetDeepSeekChatCompletionAsync(customModel, [TextChatMessage.User("你好")]); + + // Assert + await client.Received().GetTextCompletionAsync( + Arg.Is>( + x => x.Model == customModel && x.Input.Messages!.First().Content == "你好" && x.Parameters == null)); + } + + [Fact] + public void StreamCompletion_UseEnum_SuccessAsync() + { + // Arrange + var client = Substitute.For(); + + // Act + _ = client.GetDeepSeekChatCompletionStreamAsync(DeepSeekLlm.DeepSeekV3, [TextChatMessage.User("你好")]); + + // Assert + _ = client.Received().GetTextCompletionStreamAsync( + Arg.Is>( + x => x.Model == "deepseek-v3" + && x.Input.Messages!.First().Content == "你好" + && x.Parameters!.IncrementalOutput == true)); + } + + [Fact] + public void StreamCompletion_CustomModel_SuccessAsync() + { + // Arrange + const string customModel = "deepseek-v3"; + var client = Substitute.For(); + + // Act + _ = client.GetDeepSeekChatCompletionStreamAsync(customModel, [TextChatMessage.User("你好")]); + + // Assert + _ = client.Received().GetTextCompletionStreamAsync( + Arg.Is>( + x => x.Model == customModel + && x.Input.Messages!.First().Content == "你好" + && x.Parameters!.IncrementalOutput == true)); + } +} diff --git a/test/Cnblogs.DashScope.Sdk.UnitTests/RawHttpData/single-generation-message-reasoning-nosse.request.body.json b/test/Cnblogs.DashScope.Sdk.UnitTests/RawHttpData/single-generation-message-reasoning-nosse.request.body.json new file mode 100644 index 0000000..1d17aaa --- /dev/null +++ b/test/Cnblogs.DashScope.Sdk.UnitTests/RawHttpData/single-generation-message-reasoning-nosse.request.body.json @@ -0,0 +1,14 @@ +{ + "model": "deepseek-r1", + "input": { + "messages": [ + { + "role": "user", + "content": "请问 1+1 是多少？" + } + ] + }, + "parameters": { + "incremental_output": false + } +} diff --git a/test/Cnblogs.DashScope.Sdk.UnitTests/RawHttpData/single-generation-message-reasoning-nosse.request.header.txt b/test/Cnblogs.DashScope.Sdk.UnitTests/RawHttpData/single-generation-message-reasoning-nosse.request.header.txt new file mode 100644 index 0000000..4e58a1c --- /dev/null +++ b/test/Cnblogs.DashScope.Sdk.UnitTests/RawHttpData/single-generation-message-reasoning-nosse.request.header.txt @@ -0,0 +1,8 @@ +POST /api/v1/services/aigc/text-generation/generation HTTP/1.1 +Content-Type: application/json +Accept: */* +Cache-Control: no-cache +Host: dashscope.aliyuncs.com +Accept-Encoding: gzip, deflate, br +Connection: keep-alive +Content-Length: 273 diff --git a/test/Cnblogs.DashScope.Sdk.UnitTests/RawHttpData/single-generation-message-reasoning-nosse.response.body.txt b/test/Cnblogs.DashScope.Sdk.UnitTests/RawHttpData/single-generation-message-reasoning-nosse.response.body.txt new file mode 100644 index 0000000..9bc4376 --- /dev/null +++ b/test/Cnblogs.DashScope.Sdk.UnitTests/RawHttpData/single-generation-message-reasoning-nosse.response.body.txt @@ -0,0 +1 @@ +{"output":{"choices":[{"finish_reason":"stop","message":{"role":"assistant","content":"1 + 1 等于 **2**。这是基础的算术加法，当我们将一个单位与另一个单位相加时，总和为两个单位。","reasoning_content":"嗯，用户问1加1等于多少。这个问题看起来很简单，但可能有一些需要注意的地方。首先，我得确认用户是不是真的在问基本的数学问题，还是有其他的意图，比如测试我的反应或者开玩笑。\n\n1加1在基础算术里确实是2，但有时候可能会有不同的解释，比如在二进制中1+1等于10，或者在逻辑学中有时候表示为1，如果是布尔代数的话。不过通常情况下，用户可能只需要最直接的答案，也就是2。\n\n不过也有可能用户想考察我是否能够处理更复杂的情况，或者是否有隐藏的意思。比如，在某些情况下，1加1可能被用来比喻合作的效果，比如“1+1大于2”，但这可能超出了当前问题的范围。\n\n我需要考虑用户的背景。如果用户是小学生，那么直接回答2是正确的，并且可能需要鼓励的话。如果是成年人，可能还是同样的答案，但不需要额外的解释。如果用户来自数学或计算机领域，可能需要确认是否需要其他进制的答案，但通常默认是十进制。\n\n另外，检查是否有拼写错误或非阿拉伯数字的情况，比如罗马数字的I+I，但问题里明确写的是1+1，所以应该是阿拉伯数字。\n\n总结下来，最安全也是最正确的答案就是2。不过为了确保，可以简短地确认用户的意图，但按照常规问题处理，直接回答即可。"}}]},"usage":{"total_tokens":313,"output_tokens":302,"input_tokens":11},"request_id":"7039d8ff-89e0-9191-b4d3-0d258a7d70e1"} diff --git a/test/Cnblogs.DashScope.Sdk.UnitTests/RawHttpData/single-generation-message-reasoning-nosse.response.header.txt b/test/Cnblogs.DashScope.Sdk.UnitTests/RawHttpData/single-generation-message-reasoning-nosse.response.header.txt new file mode 100644 index 0000000..5767ccb --- /dev/null +++ b/test/Cnblogs.DashScope.Sdk.UnitTests/RawHttpData/single-generation-message-reasoning-nosse.response.header.txt @@ -0,0 +1,15 @@ +HTTP/1.1 200 OK +vary: Origin,Access-Control-Request-Method,Access-Control-Request-Headers, Accept-Encoding +content-type: application/json +x-request-id: 7039d8ff-89e0-9191-b4d3-0d258a7d70e1 +x-dashscope-timeout: 180 +x-dashscope-call-gateway: true +x-dashscope-finished: true +req-cost-time: 11619 +req-arrive-time: 1742405583711 +resp-start-time: 1742405595330 +x-envoy-upstream-service-time: 11610 +content-encoding: gzip +date: Wed, 19 Mar 2025 17:33:15 GMT +server: istio-envoy +transfer-encoding: chunked diff --git 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+resp-start-time: 1742405632540 +x-envoy-upstream-service-time: 490 +date: Wed, 19 Mar 2025 17:33:52 GMT +server: istio-envoy +transfer-encoding: chunked diff --git a/test/Cnblogs.DashScope.Sdk.UnitTests/TextGenerationSerializationTests.cs b/test/Cnblogs.DashScope.Sdk.UnitTests/TextGenerationSerializationTests.cs index eda61e4..de32581 100644 --- a/test/Cnblogs.DashScope.Sdk.UnitTests/TextGenerationSerializationTests.cs +++ b/test/Cnblogs.DashScope.Sdk.UnitTests/TextGenerationSerializationTests.cs @@ -68,18 +68,27 @@ public async Task SingleCompletion_MessageFormatNoSse_SuccessAsync( response.Should().BeEquivalentTo(testCase.ResponseModel); } - [Fact] - public async Task SingleCompletion_MessageFormatSse_SuccessAsync() + [Theory] + [MemberData(nameof(SingleGenerationMessageSseFormatData))] + public async Task SingleCompletion_MessageFormatSse_SuccessAsync( + RequestSnapshot, + ModelResponse> snapshot) { // Arrange const bool sse = true; - var testCase = Snapshots.TextGeneration.MessageFormat.SingleMessageIncremental; + var testCase = snapshot; var (client, handler) = await Sut.GetTestClientAsync(sse, testCase); // Act var message = new StringBuilder(); + var reasoning = new StringBuilder(); var outputs = await client.GetTextCompletionStreamAsync(testCase.RequestModel).ToListAsync(); - outputs.ForEach(x => message.Append(x.Output.Choices![0].Message.Content)); + outputs.ForEach( + x => + { + message.Append(x.Output.Choices![0].Message.Content); + reasoning.Append(x.Output.Choices![0].Message.ReasoningContent ?? string.Empty); + }); // Assert handler.Received().MockSend( @@ -88,8 +97,11 @@ public async Task SingleCompletion_MessageFormatSse_SuccessAsync() outputs.SkipLast(1).Should().AllSatisfy(x => x.Output.Choices![0].FinishReason.Should().Be("null")); outputs.Last().Should().BeEquivalentTo( testCase.ResponseModel, - o => o.Excluding(y => y.Output.Choices![0].Message.Content)); + o => o.Excluding(y => y.Output.Choices![0].Message.Content) + .Excluding(y => y.Output.Choices![0].Message.ReasoningContent)); message.ToString().Should().Be(testCase.ResponseModel.Output.Choices![0].Message.Content); + reasoning.ToString().Should() + .Be(testCase.ResponseModel.Output.Choices![0].Message.ReasoningContent ?? string.Empty); } [Theory] @@ -141,9 +153,15 @@ public async Task ConversationCompletion_MessageFormatSse_SuccessAsync( public static readonly TheoryData, ModelResponse>> SingleGenerationMessageFormatData = new( Snapshots.TextGeneration.MessageFormat.SingleMessage, + Snapshots.TextGeneration.MessageFormat.SingleMessageReasoning, Snapshots.TextGeneration.MessageFormat.SingleMessageWithTools, Snapshots.TextGeneration.MessageFormat.SingleMessageJson); + public static readonly TheoryData, + ModelResponse>> SingleGenerationMessageSseFormatData = new( + Snapshots.TextGeneration.MessageFormat.SingleMessageIncremental, + Snapshots.TextGeneration.MessageFormat.SingleMessageReasoningIncremental); + public static readonly TheoryData, ModelResponse>> ConversationMessageFormatSseData = new( Snapshots.TextGeneration.MessageFormat.ConversationMessageIncremental, diff --git a/test/Cnblogs.DashScope.Sdk.UnitTests/Utils/Snapshots.TextGeneration.cs b/test/Cnblogs.DashScope.Sdk.UnitTests/Utils/Snapshots.TextGeneration.cs index 4a6e30a..eca1ed8 100644 --- a/test/Cnblogs.DashScope.Sdk.UnitTests/Utils/Snapshots.TextGeneration.cs +++ b/test/Cnblogs.DashScope.Sdk.UnitTests/Utils/Snapshots.TextGeneration.cs @@ -131,6 +131,44 @@ public static class MessageFormat } }); + public static readonly RequestSnapshot, + ModelResponse> + SingleMessageReasoning = new( + "single-generation-message-reasoning", + new ModelRequest + { + Model = "deepseek-r1", + Input = + new TextGenerationInput { Messages = [TextChatMessage.User("请问 1+1 是多少？")] }, + Parameters = new TextGenerationParameters + { + IncrementalOutput = false + } + }, + new ModelResponse + { + Output = new TextGenerationOutput + { + Choices = + [ + new TextGenerationChoice + { + FinishReason = "stop", + Message = TextChatMessage.Assistant( + "1 + 1 等于 **2**。这是基础的算术加法，当我们将一个单位与另一个单位相加时，总和为两个单位。", + reasoningContent: "嗯，用户问1加1等于多少。这个问题看起来很简单，但可能有一些需要注意的地方。首先，我得确认用户是不是真的在问基本的数学问题，还是有其他的意图，比如测试我的反应或者开玩笑。\n\n1加1在基础算术里确实是2，但有时候可能会有不同的解释，比如在二进制中1+1等于10，或者在逻辑学中有时候表示为1，如果是布尔代数的话。不过通常情况下，用户可能只需要最直接的答案，也就是2。\n\n不过也有可能用户想考察我是否能够处理更复杂的情况，或者是否有隐藏的意思。比如，在某些情况下，1加1可能被用来比喻合作的效果，比如“1+1大于2”，但这可能超出了当前问题的范围。\n\n我需要考虑用户的背景。如果用户是小学生，那么直接回答2是正确的，并且可能需要鼓励的话。如果是成年人，可能还是同样的答案，但不需要额外的解释。如果用户来自数学或计算机领域，可能需要确认是否需要其他进制的答案，但通常默认是十进制。\n\n另外，检查是否有拼写错误或非阿拉伯数字的情况，比如罗马数字的I+I，但问题里明确写的是1+1，所以应该是阿拉伯数字。\n\n总结下来，最安全也是最正确的答案就是2。不过为了确保，可以简短地确认用户的意图，但按照常规问题处理，直接回答即可。") + } + ] + }, + RequestId = "7039d8ff-89e0-9191-b4d3-0d258a7d70e1", + Usage = new TextGenerationTokenUsage + { + TotalTokens = 313, + OutputTokens = 302, + InputTokens = 11 + } + }); + public static readonly RequestSnapshot, ModelResponse> SingleChatClientMessage = new( @@ -266,6 +304,43 @@ public static class MessageFormat InputTokens = 8 } }); + public static readonly RequestSnapshot, + ModelResponse> + SingleMessageReasoningIncremental = new( + "single-generation-message-reasoning", + new ModelRequest + { + Model = "deepseek-r1", + Input = + new TextGenerationInput { Messages = [TextChatMessage.User("请问 1+1 是多少？")] }, + Parameters = new TextGenerationParameters + { + IncrementalOutput = true + } + }, + new ModelResponse + { + Output = new TextGenerationOutput + { + Choices = + [ + new TextGenerationChoice + { + FinishReason = "stop", + Message = TextChatMessage.Assistant( + "1+1 在基础算术中的答案是 **2**。\n\n不过，根据不同的数学或逻辑系统，结果可能不同：\n- **二进制**：1+1 = 10（读作“一零”）。\n- **布尔代数**：1+1 = 1（逻辑“或”运算）。\n- **抽象场景**：如“1滴水 + 1滴水 = 1大滴水”（非数学意义的合并）。\n\n日常问题中默认使用十进制算术，因此答案是 **2** \ud83d\ude0a。", + reasoningContent: "嗯，用户问1加1等于多少。这个问题看起来很简单，但其实可能有很多种情况需要考虑。首先，我得确定用户是不是在问数学上的基本加法。通常来说，1加1等于2，这是数学里的基本事实，根据皮亚诺公理或者基本的算术规则。不过，有时候问题可能有隐藏的含义，特别是在不同的语境下，答案可能会不同。比如在二进制中，1+1等于10，或者在布尔代数中，1+1可能等于1，如果是逻辑或运算的话。不过大部分情况下，尤其是在日常交流中，人们提到1+1的时候都是指十进制加法，结果自然是2。不过也有可能用户是在测试我的反应，或者想看看我会不会考虑其他可能性。比如在特定的谜语或笑话中，答案可能不是2，比如“1滴水加1滴水还是1滴水”，或者类似的文字游戏。但根据常规问题，我应该先给出正确的数学答案，再补充可能的其他情况，这样既准确又全面。所以可能先回答2，然后解释其他可能性。不过用户的问题看起来直接，可能不需要太复杂的解释，但为了保险起见，还是确认一下是否有其他意图比较好。或者用户可能只是单纯想知道答案，所以直接回答2即可。需要平衡简洁和全面性。可能先给出直接答案，然后简单说明其他情况的存在，这样既满足需求，又避免信息过载。总之，核心答案应该是2，但根据情况适当扩展。") + } + ] + }, + RequestId = "e4ad5d0f-8019-9716-adc6-eae1411d3c9a", + Usage = new TextGenerationTokenUsage + { + TotalTokens = 417, + OutputTokens = 406, + InputTokens = 11 + } + }); public static readonly RequestSnapshot, ModelResponse>