Kernel kernel =builder.Build(); kernel.ImportPluginFromFunctions("HelperFunctions", [ kernel.CreateFunctionFromMethod(GetChineseDay, "GetChineseDay", "返回中国的农历") ]); awaitCall1(); asyncTask Call1() { Console.WriteLine("---Call1 开始---"); var settings = new OpenAIPromptExecutionSetti...
如果您了解或者使用过Semantic Kernel可能会发现除了OpenAI支持Function Calling的模型之外,自动函数调用好像并不好用,国产大模型几乎都不能使用,由于想解决这个问题,在GitHub上找到了一个大佬的方法。 GitHub地址:https://github.com/Jenscaasen/UniversalLLMFunctionCaller 大佬是通过提示工程与Semantic Kernel中调用本地函...
kernel.ImportPluginFromFunctions("WeatherPlugin",new[] { kernel.CreateFunctionFromMethod(GetWeatherForCity,"GetWeatherForCity","获取指定城市的天气") }); 手动调用 function calling 根据上面的描述 手动处理function calling的关键实际上是ToolCallBehavior.EnableKernelFunctions参数。 OpenAIPromptExecutionSettingsset...
usingMicrosoft.Extensions.DependencyInjection;usingMicrosoft.Extensions.Logging;usingMicrosoft.SemanticKernel;usingMicrosoft.SemanticKernel.ChatCompletion;usingMicrosoft.SemanticKernel.Connectors.OpenAI;usingSystem;usingSystem.Globalization;usingSystem.Text;#pragmawarningdisable SKEXP0001varchatModelId ="gpt-4o";varkey ...
Semantic Kernel:Function Calling,在上一篇的Function中,我们用混合方式来分别调用语义Function和本地Function,但调用顺序是开发者组织的。其实SK是可以自组织的,下面定义了一个本地Function——GetChineseDay,用ImportPluginFromFunctions的方式添加到SK的插件库里
In summary, we’ve explored function calling within the Semantic Kernel SDK, focusing on JSON schema construction and the importance of parameter communication. To sum up: We can provide string descriptions via theKernelFunctionattribute’sDescriptionparameter and input parameter descriptions to help give...
Semantic Kernel 本质上是在利用函数调用(function calling)功能让 LLM 进行规划(planning)并调用 API。通过函数调用,LLM 可以请求(即调用)特定的函数。Semantic Kernel 随后将请求发送给你定义的合适的函数,并将结果返回给 LLM,以便 LLM 生成最终结果。
Kernel kernel = builder.Build();// Configure function calling to:// 1. Send all the functions from the plugins to the OpenAI model to decide which one(s) to choose.// 2. Invoke them automatically by Semantic Kernel.PromptExecutionSettings settings =new() { FunctionChoiceBehavior = Fu...
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