diff --git a/README.md b/README.md index 590496e..8af1a64 100644 --- a/README.md +++ b/README.md @@ -123,19 +123,6 @@ 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 @@ -153,6 +140,36 @@ var completion = await client.GetQWenChatCompletionAsync(QWenLlm.QWenMax, histor Console.WriteLine(completion.Output.Choices[0].Message.Content); // The number is 42 ``` +## Reasoning + +Use `completion.Output.Choices![0].Message.ReasoningContent` to access the thoughts from reasoning 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); +``` + +### QWen3 + +Use `TextGenerationParameters.EnableThinking` to toggle reasoning. + +```csharp +var stream = dashScopeClient + .GetQWenChatStreamAsync( + QWenLlm.QWenPlusLatest, + history, + new TextGenerationParameters + { + IncrementalOutput = true, + ResultFormat = ResultFormats.Message, + EnableThinking = true + }); +``` + ## Function Call Creates a function with parameters @@ -182,7 +199,7 @@ public enum TemperatureUnit } ``` -Append tool information to chat messages. +Append tool information to chat messages (Here we use `JsonSchema.NET` to generate JSON Schema). ```csharp var tools = new List() diff --git a/README.zh-Hans.md b/README.zh-Hans.md index 41346da..b2545c3 100644 --- a/README.zh-Hans.md +++ b/README.zh-Hans.md @@ -157,6 +157,23 @@ var completion = await client.GetDeepSeekChatCompletionAsync(DeepSeekLlm.DeepSee Console.WriteLine(completion.Output.Choices[0]!.Message.ReasoningContent); ``` +### QWen3 + +使用 `TextGenerationParameters.EnableThinking` 决定是否使用模型的推理能力。 + +```csharp +var stream = dashScopeClient + .GetQWenChatStreamAsync( + QWenLlm.QWenPlusLatest, + history, + new TextGenerationParameters + { + IncrementalOutput = true, + ResultFormat = ResultFormats.Message, + EnableThinking = true + }); +``` + ## 工具调用 创建一个可供模型使用的方法。 @@ -182,7 +199,7 @@ public enum TemperatureUnit } ``` -对话时带上方法的名称、描述和参数列表，参数列表以 JSON Schema 的形式提供。 +对话时带上方法的名称、描述和参数列表，参数列表以 JSON Schema 的形式提供（这里使用 `JsonSchema.Net` 库，您也可以使用其它具有类似功能的库）。 ```csharp var tools = new List() diff --git a/sample/Cnblogs.DashScope.Sample/Program.cs b/sample/Cnblogs.DashScope.Sample/Program.cs index d003cd3..87bfe69 100644 --- a/sample/Cnblogs.DashScope.Sample/Program.cs +++ b/sample/Cnblogs.DashScope.Sample/Program.cs @@ -32,12 +32,12 @@ switch (type) { case SampleType.TextCompletion: - Console.WriteLine("Prompt > "); + Console.Write("Prompt > "); userInput = Console.ReadLine()!; await TextCompletionAsync(userInput); break; case SampleType.TextCompletionSse: - Console.WriteLine("Prompt > "); + Console.Write("Prompt > "); userInput = Console.ReadLine()!; await TextCompletionStreamAsync(userInput); break; @@ -97,9 +97,14 @@ async Task ChatStreamAsync() history.Add(TextChatMessage.User(input)); var stream = dashScopeClient .GetQWenChatStreamAsync( - QWenLlm.QWenMax, + QWenLlm.QWenPlusLatest, history, - new TextGenerationParameters { IncrementalOutput = true, ResultFormat = ResultFormats.Message }); + new TextGenerationParameters + { + IncrementalOutput = true, + ResultFormat = ResultFormats.Message, + EnableThinking = true + }); var role = string.Empty; var message = new StringBuilder(); await foreach (var modelResponse in stream) @@ -112,7 +117,10 @@ async Task ChatStreamAsync() } message.Append(chunk.Message.Content); - Console.Write(chunk.Message.Content); + var write = string.IsNullOrEmpty(chunk.Message.ReasoningContent) + ? chunk.Message.Content + : chunk.Message.ReasoningContent; + Console.Write(write); } Console.WriteLine(); diff --git a/src/Cnblogs.DashScope.Core/ITextGenerationParameters.cs b/src/Cnblogs.DashScope.Core/ITextGenerationParameters.cs index d7774f2..37a3849 100644 --- a/src/Cnblogs.DashScope.Core/ITextGenerationParameters.cs +++ b/src/Cnblogs.DashScope.Core/ITextGenerationParameters.cs @@ -40,6 +40,11 @@ public interface ITextGenerationParameters /// public bool? EnableSearch { get; } + /// + /// Thinking option. Valid for supported models.(e.g. qwen3) + /// + public bool? EnableThinking { get; } + /// /// Available tools for model to call. /// diff --git a/src/Cnblogs.DashScope.Core/TextGenerationOutputTokenDetails.cs b/src/Cnblogs.DashScope.Core/TextGenerationOutputTokenDetails.cs new file mode 100644 index 0000000..8e3f49b --- /dev/null +++ b/src/Cnblogs.DashScope.Core/TextGenerationOutputTokenDetails.cs @@ -0,0 +1,7 @@ +namespace Cnblogs.DashScope.Core; + +/// +/// Output details for text generation api. +/// +/// Token count of reasoning content. +public record TextGenerationOutputTokenDetails(int ReasoningTokens); diff --git a/src/Cnblogs.DashScope.Core/TextGenerationParameters.cs b/src/Cnblogs.DashScope.Core/TextGenerationParameters.cs index b6a6fe9..49800ed 100644 --- a/src/Cnblogs.DashScope.Core/TextGenerationParameters.cs +++ b/src/Cnblogs.DashScope.Core/TextGenerationParameters.cs @@ -38,6 +38,9 @@ public class TextGenerationParameters : ITextGenerationParameters /// public bool? EnableSearch { get; set; } + /// + public bool? EnableThinking { get; set; } + /// public IEnumerable? Tools { get; set; } diff --git a/src/Cnblogs.DashScope.Core/TextGenerationPromptTokenDetails.cs b/src/Cnblogs.DashScope.Core/TextGenerationPromptTokenDetails.cs new file mode 100644 index 0000000..0b4cef6 --- /dev/null +++ b/src/Cnblogs.DashScope.Core/TextGenerationPromptTokenDetails.cs @@ -0,0 +1,7 @@ +namespace Cnblogs.DashScope.Core; + +/// +/// Token usage details. +/// +/// Token count of cached input. +public record TextGenerationPromptTokenDetails(int CachedTokens); diff --git a/src/Cnblogs.DashScope.Core/TextGenerationTokenDetails.cs b/src/Cnblogs.DashScope.Core/TextGenerationTokenDetails.cs deleted file mode 100644 index d8e5b18..0000000 --- a/src/Cnblogs.DashScope.Core/TextGenerationTokenDetails.cs +++ /dev/null @@ -1,7 +0,0 @@ -namespace Cnblogs.DashScope.Core; - -/// -/// Token usage details. -/// -/// Token count of cached input tokens -public record TextGenerationTokenDetails(int CachedTokens); diff --git a/src/Cnblogs.DashScope.Core/TextGenerationTokenUsage.cs b/src/Cnblogs.DashScope.Core/TextGenerationTokenUsage.cs index 7662d7d..c908e55 100644 --- a/src/Cnblogs.DashScope.Core/TextGenerationTokenUsage.cs +++ b/src/Cnblogs.DashScope.Core/TextGenerationTokenUsage.cs @@ -14,7 +14,12 @@ public class TextGenerationTokenUsage /// /// Input token details. /// - public TextGenerationTokenDetails? PromptTokensDetails { get; set; } + public TextGenerationPromptTokenDetails? PromptTokensDetails { get; set; } + + /// + /// Output token details. + /// + public TextGenerationOutputTokenDetails? OutputTokensDetails { get; set; } /// /// The number of output token. diff --git a/test/Cnblogs.DashScope.Tests.Shared/RawHttpData/single-generation-message-reasoning-nosse.request.body.json b/test/Cnblogs.DashScope.Tests.Shared/RawHttpData/single-generation-message-reasoning-nosse.request.body.json index 1d17aaa..079da7b 100644 --- a/test/Cnblogs.DashScope.Tests.Shared/RawHttpData/single-generation-message-reasoning-nosse.request.body.json +++ b/test/Cnblogs.DashScope.Tests.Shared/RawHttpData/single-generation-message-reasoning-nosse.request.body.json @@ -9,6 +9,7 @@ ] }, "parameters": { - "incremental_output": false + "incremental_output": false, + "result_format": "message" } } diff --git a/test/Cnblogs.DashScope.Tests.Shared/RawHttpData/single-generation-message-reasoning-sse.request.body.json b/test/Cnblogs.DashScope.Tests.Shared/RawHttpData/single-generation-message-reasoning-sse.request.body.json index 9e514e1..cfe607c 100644 --- a/test/Cnblogs.DashScope.Tests.Shared/RawHttpData/single-generation-message-reasoning-sse.request.body.json +++ b/test/Cnblogs.DashScope.Tests.Shared/RawHttpData/single-generation-message-reasoning-sse.request.body.json @@ -1,5 +1,5 @@ { - "model": "deepseek-r1", + "model": "qwen-plus-latest", "input": { "messages": [ { @@ -9,6 +9,8 @@ ] }, "parameters": { - "incremental_output": true + "incremental_output": true, + "result_format": "message", + "enable_thinking": true } } diff --git a/test/Cnblogs.DashScope.Tests.Shared/RawHttpData/single-generation-message-reasoning-sse.response.body.txt b/test/Cnblogs.DashScope.Tests.Shared/RawHttpData/single-generation-message-reasoning-sse.response.body.txt index 40e024f..cc433c4 100644 --- a/test/Cnblogs.DashScope.Tests.Shared/RawHttpData/single-generation-message-reasoning-sse.response.body.txt +++ b/test/Cnblogs.DashScope.Tests.Shared/RawHttpData/single-generation-message-reasoning-sse.response.body.txt @@ -1,1975 +1,490 @@ id:1 event:result 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+data:{"output":{"choices":[{"message":{"content":"","reasoning_content":"","role":"assistant"},"finish_reason":"stop"}]},"usage":{"total_tokens":394,"output_tokens":378,"input_tokens":16,"output_tokens_details":{"reasoning_tokens":306}},"request_id":"d21851a2-675b-97a3-9132-2935c31d6ee3"} diff --git a/test/Cnblogs.DashScope.Tests.Shared/RawHttpData/single-generation-message-reasoning-sse.response.header.txt b/test/Cnblogs.DashScope.Tests.Shared/RawHttpData/single-generation-message-reasoning-sse.response.header.txt index 668bf11..6cec27f 100644 --- a/test/Cnblogs.DashScope.Tests.Shared/RawHttpData/single-generation-message-reasoning-sse.response.header.txt +++ b/test/Cnblogs.DashScope.Tests.Shared/RawHttpData/single-generation-message-reasoning-sse.response.header.txt @@ -1,14 +1,14 @@ HTTP/1.1 200 OK vary: Origin,Access-Control-Request-Method,Access-Control-Request-Headers -x-request-id: e4ad5d0f-8019-9716-adc6-eae1411d3c9a +x-request-id: d21851a2-675b-97a3-9132-2935c31d6ee3 content-type: text/event-stream;charset=UTF-8 x-dashscope-call-gateway: true x-dashscope-timeout: 180 x-dashscope-finished: false -req-cost-time: 500 -req-arrive-time: 1742405632039 -resp-start-time: 1742405632540 -x-envoy-upstream-service-time: 490 -date: Wed, 19 Mar 2025 17:33:52 GMT +req-cost-time: 482 +req-arrive-time: 1749445556927 +resp-start-time: 1749445557410 +x-envoy-upstream-service-time: 474 +date: Mon, 09 Jun 2025 05:05:57 GMT server: istio-envoy transfer-encoding: chunked diff --git a/test/Cnblogs.DashScope.Tests.Shared/Utils/Snapshots.TextGeneration.cs b/test/Cnblogs.DashScope.Tests.Shared/Utils/Snapshots.TextGeneration.cs index c53e968..2bf4461 100644 --- a/test/Cnblogs.DashScope.Tests.Shared/Utils/Snapshots.TextGeneration.cs +++ b/test/Cnblogs.DashScope.Tests.Shared/Utils/Snapshots.TextGeneration.cs @@ -43,7 +43,7 @@ public static class TextFormat InputTokens = 16, OutputTokens = 14, TotalTokens = 30, - PromptTokensDetails = new TextGenerationTokenDetails(0) + PromptTokensDetails = new TextGenerationPromptTokenDetails(0) } }); @@ -148,7 +148,10 @@ public static class MessageFormat Messages = new List { TextChatMessage.User("请问 1+1 是多少？") }.AsReadOnly() }, - Parameters = new TextGenerationParameters { IncrementalOutput = false } + Parameters = new TextGenerationParameters + { + IncrementalOutput = false, ResultFormat = ResultFormats.Message + } }, new ModelResponse { @@ -163,7 +166,9 @@ public static class MessageFormat 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。") + null, + null, + "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。") } } }, @@ -334,14 +339,19 @@ public static class MessageFormat "single-generation-message-reasoning", new ModelRequest { - Model = "deepseek-r1", + Model = "qwen-plus-latest", Input = new TextGenerationInput { Messages = new List { TextChatMessage.User("请问 1+1 是多少？") }.AsReadOnly() }, - Parameters = new TextGenerationParameters { IncrementalOutput = true } + Parameters = new TextGenerationParameters + { + IncrementalOutput = true, + ResultFormat = ResultFormats.Message, + EnableThinking = true + } }, new ModelResponse { @@ -354,17 +364,20 @@ public static class MessageFormat { 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。") + "在数学中，**1 + 1 = 2**，这是基本的算术加法运算。 \n如果是在其他特殊语境下（例如编程中的字符串拼接、二进制计算，或比喻性表达），答案可能不同，但通常默认情况下，1+1的结果是**2**。", + null, + null, + "嗯，用户问的是“1+1是多少？”这个问题看起来很简单，但可能需要考虑不同的上下文。首先，在数学中，1+1显然等于2，这是基本的算术。不过有时候可能会有其他解释，比如在编程里，字符串拼接的话结果可能是“11”。或者在某些比喻的情况下，比如两个人合作，可能会有不同的解释。不过用户没有给出具体的场景，所以应该默认是数学问题。\n\n接下来，我需要确认用户的需求。可能的情况是：他们真的在问数学问题，或者测试我的回答是否正确，或者想看看我会不会考虑其他可能性。比如，有些时候人们会开玩笑说1+1等于3，指的是家庭组成，但这种情况可能需要更多上下文。\n\n另外，用户可能有不同的教育背景，比如小孩子刚开始学数学，可能需要更详细的解释，但问题本身太基础，可能不需要深入。或者用户可能是在检查我的基本功能是否正常，所以回答要简洁准确。\n\n还要考虑是否存在其他可能的答案，比如在二进制中，1+1是10，但通常在十进制环境下还是回答2。不过如果用户有特定领域的需求，可能需要进一步询问。但根据问题本身，没有提示其他进制或特殊情境，所以应该以常规回答为主。\n\n总结下来，最稳妥的回答是先给出数学上的答案2，然后简要提到可能的其他情况，但说明通常默认是指数学加法。这样既准确又全面，避免误解。") } } }, - RequestId = "e4ad5d0f-8019-9716-adc6-eae1411d3c9a", + RequestId = "d21851a2-675b-97a3-9132-2935c31d6ee3", Usage = new TextGenerationTokenUsage { - TotalTokens = 417, - OutputTokens = 406, - InputTokens = 11 + TotalTokens = 394, + OutputTokens = 378, + InputTokens = 16, + OutputTokensDetails = new TextGenerationOutputTokenDetails(306) } });