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CreatePluginFromOpenApiSpec_Github.cs
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CreatePluginFromOpenApiSpec_Github.cs
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// Copyright (c) Microsoft. All rights reserved.
using Microsoft.SemanticKernel;
using Microsoft.SemanticKernel.Plugins.OpenApi;
namespace Plugins;
/// <summary>
/// Examples to show how to create plugins from OpenAPI specs.
/// </summary>
public class CreatePluginFromOpenApiSpec_Github(ITestOutputHelper output) : BaseTest(output)
{
/// <summary>
/// Example to show how to consume operation extensions and other metadata from an OpenAPI spec.
/// Try modifying the sample schema to simulate the other cases by
/// 1. Changing the value of x-openai-isConsequential to true and see how the function execution is skipped.
/// 2. Removing the x-openai-isConsequential property and see how the function execution is skipped.
/// </summary>
[Fact]
public async Task RunOpenAIPluginWithMetadataAsync()
{
Kernel kernel = new();
// This HTTP client is optional. SK will fallback to a default internal one if omitted.
using HttpClient httpClient = new();
// Create a sample OpenAPI schema that calls the github versions api, and has an operation extension property.
// The x-openai-isConsequential property is the operation extension property.
var schema = """
{
"openapi": "3.0.1",
"info": {
"title": "Github Versions API",
"version": "1.0.0"
},
"servers": [ { "url": "https://api.github.com" } ],
"paths": {
"/versions": {
"get": {
"x-openai-isConsequential": false,
"operationId": "getVersions",
"responses": {
"200": {
"description": "OK"
}
}
}
}
}
}
""";
var schemaStream = new MemoryStream();
WriteStringToStream(schemaStream, schema);
// Import an Open API plugin from a stream.
var plugin = await kernel.CreatePluginFromOpenApiAsync("GithubVersionsApi", schemaStream, new OpenApiFunctionExecutionParameters(httpClient));
// Get the function to be invoked and its metadata and extension properties.
var function = plugin["getVersions"];
function.Metadata.AdditionalProperties.TryGetValue("operation-extensions", out var extensionsObject);
var operationExtensions = extensionsObject as Dictionary<string, object?>;
// *******************************************************************************************************************************
// ******* Use case 1: Consume the x-openai-isConsequential extension value to determine if the function has consequences *******
// ******* and only invoke the function if it is consequence free. *******
// *******************************************************************************************************************************
if (operationExtensions is null || !operationExtensions.TryGetValue("x-openai-isConsequential", out var isConsequential) || isConsequential is null)
{
Console.WriteLine("We cannot determine if the function has consequences, since the isConsequential extension is not provided, so safer not to run it.");
}
else if ((isConsequential as bool?) == true)
{
Console.WriteLine("This function may have unwanted consequences, so safer not to run it.");
}
else
{
// Invoke the function and output the result.
var functionResult = await kernel.InvokeAsync(function);
var result = functionResult.GetValue<RestApiOperationResponse>();
Console.WriteLine($"Function execution result: {result?.Content}");
}
// *******************************************************************************************************************************
// ******* Use case 2: Consume the http method type to determine if this is a read or write operation and only execute if *******
// ******* it is a read operation. *******
// *******************************************************************************************************************************
if (function.Metadata.AdditionalProperties.TryGetValue("method", out var method) && method as string is "GET")
{
// Invoke the function and output the result.
var functionResult = await kernel.InvokeAsync(function);
var result = functionResult.GetValue<RestApiOperationResponse>();
Console.WriteLine($"Function execution result: {result?.Content}");
}
else
{
Console.WriteLine("This is a write operation, so safer not to run it.");
}
}
private static void WriteStringToStream(Stream stream, string input)
{
using var writer = new StreamWriter(stream, leaveOpen: true);
writer.Write(input);
writer.Flush();
stream.Position = 0;
}
}