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SemanticKernelSamples/Example05_InlineFunctionDefinition/Properties/launchSettings.json
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| { | ||
| "profiles": { | ||
| "WSL": { | ||
| "commandName": "WSL2", | ||
| "distributionName": "" | ||
| } | ||
| } | ||
| } |
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SemanticKernelSamples/Example12_SequentialPlanner/Example12_SequentialPlanner.csproj
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| <Project Sdk="Microsoft.NET.Sdk"> | ||
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| <PropertyGroup> | ||
| <OutputType>Exe</OutputType> | ||
| <TargetFramework>net7.0</TargetFramework> | ||
| <ImplicitUsings>enable</ImplicitUsings> | ||
| <Nullable>enable</Nullable> | ||
| </PropertyGroup> | ||
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| <ItemGroup> | ||
| <PackageReference Include="Microsoft.Extensions.Logging.Console" Version="7.0.0" /> | ||
| <PackageReference Include="Microsoft.SemanticKernel" Version="1.0.0-beta2" /> | ||
| </ItemGroup> | ||
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| </Project> |
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SemanticKernelSamples/Example12_SequentialPlanner/Program.cs
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| using Microsoft.Extensions.Logging; | ||
| using Microsoft.SemanticKernel; | ||
| using Microsoft.SemanticKernel.Planners; | ||
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| using System.Numerics; | ||
| using Microsoft.SemanticKernel.AI; | ||
| using Microsoft.SemanticKernel.Connectors.AI.OpenAI; | ||
| using Microsoft.SemanticKernel.Planning; | ||
| using Microsoft.SemanticKernel.Reliability.Basic; | ||
| using Microsoft.SemanticKernel.TemplateEngine; | ||
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| var loggerFactory = LoggerFactory.Create(builder => | ||
| { | ||
| builder.AddConsole(); | ||
| builder.SetMinimumLevel(LogLevel.Debug); | ||
| }); | ||
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| // 这里的演示代码需要用到 AzureAI 的支持，需要提前申请好，申请地址：https://aka.ms/oai/access | ||
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| var endpoint = "https://lindexi.openai.azure.com/"; // 请换成你的地址 | ||
| var apiKey = Environment.GetEnvironmentVariable("AzureAIKey"); // 请换成你的密钥 | ||
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| if (string.IsNullOrEmpty(apiKey)) | ||
| { | ||
| throw new ArgumentException($"请设置为你的密钥"); | ||
| } | ||
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| IKernel kernel = new KernelBuilder() | ||
| .WithLoggerFactory(loggerFactory) | ||
| .WithAzureChatCompletionService("GPT4", endpoint, apiKey) | ||
| // 当然，这里也可以支持 OpenAI 的服务。或者是其他第三方的服务 | ||
| //.WithOpenAIChatCompletionService() | ||
| .WithRetryBasic(new BasicRetryConfig() | ||
| { | ||
| MaxRetryCount = 1000, | ||
| MinRetryDelay = TimeSpan.FromSeconds(1), | ||
| }) | ||
| .Build(); | ||
| kernel.RegisterSemanticFunction("WriterPlugin", "ShortPoem", new PromptTemplateConfig() | ||
| { | ||
| Description = "Turn a scenario into a short and entertaining poem.", | ||
| Input = new PromptTemplateConfig.InputConfig() | ||
| { | ||
| Parameters = new List<PromptTemplateConfig.InputParameter>() | ||
| { | ||
| new PromptTemplateConfig.InputParameter() | ||
| { | ||
| Name = "input", | ||
| Description = "The scenario to turn into a poem.", | ||
| } | ||
| } | ||
| } | ||
| }, new PromptTemplate( | ||
| @"Generate a short funny poem or limerick to explain the given event. Be creative and be funny. Let your imagination run wild. | ||
| Event:{{$input}} | ||
| ", new PromptTemplateConfig() | ||
| { | ||
| }, kernel)); | ||
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| kernel.CreateSemanticFunction(@"Translate the input below into {{$language}} | ||
| MAKE SURE YOU ONLY USE {{$language}}. | ||
| {{$input}} | ||
| Translation: | ||
| ",new PromptTemplateConfig() | ||
| { | ||
| Input = new PromptTemplateConfig.InputConfig() | ||
| { | ||
| Parameters = new List<PromptTemplateConfig.InputParameter>() | ||
| { | ||
| new PromptTemplateConfig.InputParameter() | ||
| { | ||
| Name = "input", | ||
| }, | ||
| new PromptTemplateConfig.InputParameter() | ||
| { | ||
| Name = "language", | ||
| Description = "The language which will translate to", | ||
| } | ||
| } | ||
| }, | ||
| Description = "Translate the input into a language of your choice", | ||
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| }, functionName: "Translate", pluginName: "WriterPlugin"); | ||
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| var planner = new SequentialPlanner(kernel, new SequentialPlannerConfig() | ||
| { | ||
| }); | ||
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| var plan = await planner.CreatePlanAsync("Write a poem about John Doe, then translate it into Chinese."); | ||
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| var list = plan.Steps; | ||
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| var planString = plan.ToPlanString(); | ||
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| var result = await kernel.RunAsync(plan); | ||
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| Console.Read(); |
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