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| [*.cs] | ||
| dotnet_diagnostic.CA1016.severity = none |
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| **/bin | ||
| **/obj | ||
| local.settings.json | ||
| azure-function/appsettings.json |
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| # Semantic Kernel OpenAI plugin starter | ||
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| This project provides starter code to create a OpenAI plugin. It includes the following components: | ||
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| - An endpoint that serves up an ai-plugin.json file for ChatGPT to discover the plugin | ||
| - A generator that automatically converts prompts into prompt endpoints | ||
| - The ability to add additional native functions as endpoints to the plugin | ||
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| ## Prerequisites | ||
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| - [.NET 6](https://dotnet.microsoft.com/download/dotnet/8.0) is required to run this starter. | ||
| - [Azure Functions Core Tools](https://www.npmjs.com/package/azure-functions-core-tools) is required to run this starter. | ||
| - Install the recommended extensions | ||
| - [C#](https://marketplace.visualstudio.com/items?itemName=ms-dotnettools.csharp) | ||
| - [Semantic Kernel Tools](https://marketplace.visualstudio.com/items?itemName=ms-semantic-kernel.semantic-kernel) (optional) | ||
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| ## Configuring the starter | ||
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| To configure the starter, you need to provide the following information: | ||
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| - Define the properties of the plugin in the appsettings.json file. | ||
| - Enter the API key for your AI endpoint in the [local.settings.json](./azure-function/local.settings.json.example) file. | ||
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| ### Using appsettings.json | ||
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| Configure an OpenAI endpoint | ||
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| 1. Copy [settings.json.openai-example](./azure-function/config-samples/appsettings.json.openai-example) to `./appsettings.json` | ||
| 1. Edit the `kernel` object to add your OpenAI endpoint configuration | ||
| 1. Edit the `aiPlugin` object to define the properties that get exposed in the ai-plugin.json file | ||
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| Configure an Azure OpenAI endpoint | ||
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| 1. Copy [settings.json.azure-example](./azure-function/config-samples/appsettings.json.azure-example) to `./appsettings.json` | ||
| 1. Edit the `kernel` object to add your Azure OpenAI endpoint configuration | ||
| 1. Edit the `aiPlugin` object to define the properties that get exposed in the ai-plugin.json file | ||
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| ### Using local.settings.json | ||
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| 1. Copy [local.settings.json.example](./azure-function/local.settings.json.example) to `./azure-function/local.settings.json` | ||
| 1. Edit the `Values` object to add your OpenAI endpoint configuration in the `apiKey` property | ||
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| ## Running the starter | ||
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| To run the Azure Functions application just hit `F5`. | ||
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| To build and run the Azure Functions application from a terminal use the following commands: | ||
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| ```powershell | ||
| cd azure-function | ||
| dotnet build | ||
| cd bin/Debug/net8.0 | ||
| func host start | ||
| ``` |
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dotnet/samples/CreateChatGptPlugin/MathPlugin/azure-function/AIPluginJson.cs
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| // Copyright (c) Microsoft. All rights reserved. | ||
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| using System.Net; | ||
| using Microsoft.Azure.Functions.Worker; | ||
| using Microsoft.Azure.Functions.Worker.Http; | ||
| using Models; | ||
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| public class AIPluginJson | ||
| { | ||
| [Function("GetAIPluginJson")] | ||
| public HttpResponseData Run([HttpTrigger(AuthorizationLevel.Anonymous, "get", Route = ".well-known/ai-plugin.json")] HttpRequestData req) | ||
| { | ||
| var currentDomain = $"{req.Url.Scheme}://{req.Url.Host}:{req.Url.Port}"; | ||
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| HttpResponseData response = req.CreateResponse(HttpStatusCode.OK); | ||
| response.Headers.Add("Content-Type", "application/json"); | ||
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| var appSettings = AppSettings.LoadSettings(); | ||
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| // serialize app settings to json using System.Text.Json | ||
| var json = System.Text.Json.JsonSerializer.Serialize(appSettings.AIPlugin); | ||
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| // replace {url} with the current domain | ||
| json = json.Replace("{url}", currentDomain, StringComparison.OrdinalIgnoreCase); | ||
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| response.WriteString(json); | ||
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| return response; | ||
| } | ||
| } |
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dotnet/samples/CreateChatGptPlugin/MathPlugin/azure-function/Directory.Build.props
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| <Project> | ||
| <PropertyGroup> | ||
| <!-- Default properties inherited by all projects. Projects can override. --> | ||
| <RunAnalyzersDuringBuild>true</RunAnalyzersDuringBuild> | ||
| <EnableNETAnalyzers>true</EnableNETAnalyzers> | ||
| <AnalysisMode>AllEnabledByDefault</AnalysisMode> | ||
| <AnalysisLevel>latest</AnalysisLevel> | ||
| <GenerateDocumentationFile>true</GenerateDocumentationFile> | ||
| <LangVersion>11</LangVersion> | ||
| <Nullable>enable</Nullable> | ||
| <ImplicitUsings>disable</ImplicitUsings> | ||
| <NoWarn>CS1591,CA1852,CA1050</NoWarn> | ||
| </PropertyGroup> | ||
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| <PropertyGroup> | ||
| <!-- Disable NuGet packaging by default. Projects can override. --> | ||
| <IsPackable>disable</IsPackable> | ||
| </PropertyGroup> | ||
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| <PropertyGroup Condition=" '$(Configuration)' == 'Release' "> | ||
| <DebugSymbols>true</DebugSymbols> | ||
| <DebugType>full</DebugType> | ||
| </PropertyGroup> | ||
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| <PropertyGroup Condition=" '$(Configuration)' == 'Debug' "> | ||
| <DebugType>portable</DebugType> | ||
| </PropertyGroup> | ||
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| <PropertyGroup> | ||
| <RepoRoot>$([System.IO.Path]::GetDirectoryName($([MSBuild]::GetPathOfFileAbove('.gitignore', '$(MSBuildThisFileDirectory)'))))</RepoRoot> | ||
| </PropertyGroup> | ||
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| </Project> |
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dotnet/samples/CreateChatGptPlugin/MathPlugin/azure-function/Directory.Build.targets
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| <Project> | ||
| <!-- Direct all packages under 'dotnet' to get versions from Directory.Packages.props --> | ||
| <!-- using Central Package Management feature --> | ||
| <!-- https://learn.microsoft.com/en-us/nuget/consume-packages/Central-Package-Management --> | ||
| <Sdk Name="Microsoft.Build.CentralPackageVersions" Version="2.1.3" /> | ||
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| <!-- Only run 'dotnet format' on dev machines, Release builds. Skip on GitHub Actions --> | ||
| <!-- as this runs in its own Actions job. --> | ||
| <Target Name="DotnetFormatOnBuild" BeforeTargets="Build" | ||
| Condition=" '$(Configuration)' == 'Release' AND '$(GITHUB_ACTIONS)' == '' "> | ||
| <Message Text="Running dotnet format" Importance="high" /> | ||
| <Exec Command="dotnet format --no-restore -v diag $(ProjectFileName)" /> | ||
| </Target> | ||
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| <Target Name="AddInternalsVisibleTo" BeforeTargets="BeforeCompile"> | ||
| <!-- Handle Add InternalsVisibleTo to any targets that don't support it. --> | ||
| <ItemGroup Condition="'@(InternalsVisibleTo->Count())' > 0 AND $([MSBuild]::VersionLessThan($(NETCoreSdkVersion), '5.0.0'))"> | ||
| <AssemblyAttribute Include="System.Runtime.CompilerServices.InternalsVisibleTo"> | ||
| <_Parameter1 Condition="'%(InternalsVisibleTo.PublicKey)' != ''">%(InternalsVisibleTo.Identity), PublicKey="%(InternalsVisibleTo.PublicKey)</_Parameter1> | ||
| <_Parameter1 Condition="'%(InternalsVisibleTo.PublicKey)' == ''">%(InternalsVisibleTo.Identity)</_Parameter1> | ||
| <_Parameter1_TypeName>System.String</_Parameter1_TypeName> | ||
| </AssemblyAttribute> | ||
| </ItemGroup> | ||
| </Target> | ||
| </Project> |
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dotnet/samples/CreateChatGptPlugin/MathPlugin/azure-function/Extensions/AIPluginRunner.cs
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| // Copyright (c) Microsoft. All rights reserved. | ||
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| using System.Net; | ||
| using System.Reflection; | ||
| using System.Text.Json; | ||
| using Microsoft.Azure.Functions.Worker.Http; | ||
| using Microsoft.Extensions.Logging; | ||
| using Microsoft.SemanticKernel; | ||
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| namespace Plugins.AzureFunctions.Extensions; | ||
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| public class AIPluginRunner | ||
| { | ||
| private readonly ILogger<AIPluginRunner> _logger; | ||
| private readonly Kernel _kernel; | ||
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| public AIPluginRunner(Kernel kernel, ILoggerFactory loggerFactory) | ||
| { | ||
| this._kernel = kernel; | ||
| this._logger = loggerFactory.CreateLogger<AIPluginRunner>(); | ||
| } | ||
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| /// <summary> | ||
| /// Runs a prompt using the operationID and returns back an HTTP response. | ||
| /// </summary> | ||
| /// <param name="req"></param> | ||
| /// <param name="pluginName"></param> | ||
| /// <param name="functionName"></param> | ||
| public async Task<HttpResponseData> RunAIPluginOperationAsync<T>(HttpRequestData req, string pluginName, string functionName) | ||
| { | ||
| KernelArguments arguments = ConvertToKernelArguments((await JsonSerializer.DeserializeAsync<T>(req.Body).ConfigureAwait(true))!); | ||
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| var response = req.CreateResponse(HttpStatusCode.OK); | ||
| response.Headers.Add("Content-Type", "text/plain;charset=utf-8"); | ||
| await response.WriteStringAsync( | ||
| (await this._kernel.InvokeAsync(pluginName, functionName, arguments).ConfigureAwait(false)).ToString() | ||
| ).ConfigureAwait(false); | ||
| return response; | ||
| } | ||
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| // Method to convert model to dictionary | ||
| private static KernelArguments ConvertToKernelArguments<T>(T model) | ||
| { | ||
| { | ||
| var arguments = new KernelArguments(); | ||
| foreach (PropertyInfo property in typeof(T).GetProperties()) | ||
| { | ||
| if (property.GetValue(model) != null) | ||
| { | ||
| arguments.Add(property.Name, property.GetValue(model)); | ||
| } | ||
| } | ||
| return arguments; | ||
| } | ||
| } | ||
| } |
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