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dotnet/samples/Concepts/FunctionCalling/AzureAIInference_FunctionCalling.cs
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|---|---|---|
| @@ -0,0 +1,89 @@ | ||
| // Copyright (c) Microsoft. All rights reserved. | ||
|
|
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| using Microsoft.SemanticKernel; | ||
| using Microsoft.SemanticKernel.Connectors.AzureAIInference; | ||
|
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| namespace FunctionCalling; | ||
| public class AzureAIInference_FunctionCalling : BaseTest | ||
| { | ||
| private readonly LoggingHandler _handler; | ||
| private readonly HttpClient _httpClient; | ||
| private bool _isDisposed; | ||
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| public AzureAIInference_FunctionCalling(ITestOutputHelper output) : base(output) | ||
| { | ||
| // Create a logging handler to output HTTP requests and responses | ||
| this._handler = new LoggingHandler(new HttpClientHandler(), this.Output); | ||
| this._httpClient = new(this._handler); | ||
| } | ||
|
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| /// <summary> | ||
| /// This example demonstrates usage of <see cref="FunctionChoiceBehavior.Auto"/> that advertises all kernel functions to the AI model. | ||
| /// </summary> | ||
| [Fact] | ||
| public async Task FunctionCallingAsync() | ||
| { | ||
| var kernel = CreateKernel(); | ||
| AzureAIInferencePromptExecutionSettings settings = new() { FunctionChoiceBehavior = FunctionChoiceBehavior.Auto() }; | ||
| Console.WriteLine(await kernel.InvokePromptAsync("Given the current time of day and weather, what is the likely color of the sky in Boston?", new(settings))); | ||
| } | ||
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| /// <summary> | ||
| /// This example demonstrates usage of <see cref="FunctionChoiceBehavior.Auto"/> that advertises all kernel functions to the AI model. | ||
| /// </summary> | ||
| [Fact] | ||
| public async Task FunctionCallingWithPromptExecutionSettingsAsync() | ||
| { | ||
| var kernel = CreateKernel(); | ||
| PromptExecutionSettings settings = new() { FunctionChoiceBehavior = FunctionChoiceBehavior.Auto() }; | ||
| Console.WriteLine(await kernel.InvokePromptAsync("Given the current time of day and weather, what is the likely color of the sky in Boston?", new(settings))); | ||
| } | ||
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| protected override void Dispose(bool disposing) | ||
| { | ||
| if (!this._isDisposed) | ||
| { | ||
| if (disposing) | ||
| { | ||
| this._handler.Dispose(); | ||
| this._httpClient.Dispose(); | ||
| } | ||
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| this._isDisposed = true; | ||
| } | ||
| base.Dispose(disposing); | ||
| } | ||
|
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| private Kernel CreateKernel() | ||
| { | ||
| // Create kernel | ||
| var kernel = Kernel.CreateBuilder() | ||
| .AddAzureAIInferenceChatCompletion( | ||
| modelId: TestConfiguration.AzureAIInference.ChatModelId, | ||
| endpoint: new Uri(TestConfiguration.AzureAIInference.Endpoint), | ||
| apiKey: TestConfiguration.AzureAIInference.ApiKey, | ||
| httpClient: this._httpClient) | ||
| .Build(); | ||
|
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| // Add a plugin with some helper functions we want to allow the model to call. | ||
| kernel.ImportPluginFromFunctions("HelperFunctions", | ||
| [ | ||
| kernel.CreateFunctionFromMethod(() => new List<string> { "Squirrel Steals Show", "Dog Wins Lottery" }, "GetLatestNewsTitles", "Retrieves latest news titles."), | ||
| kernel.CreateFunctionFromMethod(() => DateTime.UtcNow.ToString("R"), "GetCurrentUtcDateTime", "Retrieves the current date time in UTC."), | ||
| kernel.CreateFunctionFromMethod((string cityName, string currentDateTime) => | ||
| cityName switch | ||
| { | ||
| "Boston" => "61 and rainy", | ||
| "London" => "55 and cloudy", | ||
| "Miami" => "80 and sunny", | ||
| "Paris" => "60 and rainy", | ||
| "Tokyo" => "50 and sunny", | ||
| "Sydney" => "75 and sunny", | ||
| "Tel Aviv" => "80 and sunny", | ||
| _ => "31 and snowing", | ||
| }, "GetWeatherForCity", "Gets the current weather for the specified city"), | ||
| ]); | ||
|
|
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| return kernel; | ||
| } | ||
| } |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
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@@ -183,6 +183,12 @@ private static List<RestApiParameter> GetParametersFromPayloadMetadata(RestApiOp | |
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| if (!property.Properties.Any()) | ||
| { | ||
| // Assign an argument name (sanitized form of the property name) so that the parameter value look-up / resolution functionality in the RestApiOperationRunner | ||
| // class can find the value for the parameter by the argument name in the arguments dictionary. If the argument name is not assigned here, the resolution mechanism | ||
| // will try to find the parameter value by the parameter's original name. However, because the parameter was advertised with the sanitized name by the RestApiOperationExtensions.GetParameters | ||
| // method, no value will be found, and an exception will be thrown: "No argument is found for the '[email protected]' payload property." | ||
| property.ArgumentName ??= InvalidSymbolsRegex().Replace(parameterName, "_"); | ||
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| var parameter = new RestApiParameter( | ||
| name: parameterName, | ||
| type: property.Type, | ||
|
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