using Microsoft.SemanticKernel;
using Microsoft.SemanticKernel.ChatCompletion;
using Microsoft.SemanticKernel.Connectors.OpenAI;
using Volo.Abp.DependencyInjection;
namespace Yi.Framework.SemanticKernel;
public class SemanticKernelClient : ITransientDependency
{
public Kernel Kernel { get; }
public SemanticKernelClient(Kernel kernel)
{
this.Kernel = kernel;
}
///
/// 执行插件
///
///
///
///
///
public async Task InvokerFunctionAsync(string input, string pluginName, string functionName)
{
KernelFunction jsonFun = this.Kernel.Plugins.GetFunction(pluginName, functionName);
var result = await this.Kernel.InvokeAsync(function: jsonFun, new KernelArguments() { ["input"] = input });
return result.GetValue();
}
///
/// 聊天完成,FunctionCall
///
///
public async Task> ChatCompletionAsync(string question,
params (string, string)[] functions)
{
if (functions is null)
{
throw new Exception("请选择插件");
}
var openSettings = new OpenAIPromptExecutionSettings()
{
FunctionChoiceBehavior =
FunctionChoiceBehavior.Auto(
functions.Select(x => this.Kernel.Plugins.GetFunction(x.Item1, x.Item2)).ToList(), true),
// ToolCallBehavior = ToolCallBehavior.AutoInvokeKernelFunctions,
// MaxTokens =1000
};
var chatCompletionService = this.Kernel.GetRequiredService();
var results = await chatCompletionService.GetChatMessageContentsAsync(
question,
executionSettings: openSettings,
kernel: Kernel);
return results;
}
}