// Copyright (c) Microsoft. All rights reserved. using Microsoft.Extensions.Configuration; using Microsoft.Extensions.DependencyInjection; using Microsoft.SemanticKernel; using Microsoft.SemanticKernel.Connectors.OpenAI; namespace StructuredDataPlugin; internal sealed class Program { internal static async Task Main(string[] args) { var serviceCollection = new ServiceCollection() .AddSingleton((sp) => new ConfigurationBuilder() .AddJsonFile("appsettings.json", optional: true) .AddEnvironmentVariables() .AddUserSecrets() .Build()) .AddTransient() .AddTransient>(); var serviceProvider = serviceCollection.BuildServiceProvider(); var config = serviceProvider.GetRequiredService(); using var structuredDataService = serviceProvider.GetRequiredService>(); // Create kernel builder and add OpenAI var kernelBuilder = Kernel.CreateBuilder() .AddOpenAIChatCompletion( modelId: "gpt-4o", apiKey: config["OpenAI:ApiKey"]!); // Add the database plugin using the factory with default operations var databasePlugin = StructuredDataPluginFactory.CreateStructuredDataPlugin( structuredDataService); kernelBuilder.Plugins.Add(databasePlugin); // Build the kernel and add the plugin var kernel = kernelBuilder.Build(); // Create settings for function calling var settings = new OpenAIPromptExecutionSettings { FunctionChoiceBehavior = FunctionChoiceBehavior.Auto() }; // Example 1: Inserting new records Console.WriteLine("Creating a new record..."); var insertPrompt = "Insert a new product with name 'Book' and price 29.99"; var insertResult = await kernel.InvokePromptAsync(insertPrompt, new(settings)); Console.WriteLine($"Insert Result: {insertResult}"); // Example 2: Querying data Console.WriteLine("\nQuerying specific records..."); var queryPrompt = "Find all products under $50"; var queryResult = await kernel.InvokePromptAsync(queryPrompt, new(settings)); Console.WriteLine($"Query Result: {queryResult}"); // Example 3: Updating records Console.WriteLine("\nUpdating a record..."); var updatePrompt = "Update the price of 'Book' to 39.99 and keep its name"; var updateResult = await kernel.InvokePromptAsync(updatePrompt, new(settings)); Console.WriteLine($"Update Result: {updateResult}"); // Example 3: Updating records Console.WriteLine("\nDeleting a record..."); var deletePrompt = "Delete the product 'Book'"; var deleteResult = await kernel.InvokePromptAsync(deletePrompt, new(settings)); Console.WriteLine($"Delete Result: {deleteResult}"); // Example 4: Interactive chat-like interaction Console.WriteLine("\nStarting interactive mode (type 'exit' to quit)"); Console.WriteLine("You can try queries like:"); Console.WriteLine("- Find all products under $50"); Console.WriteLine("- Insert a new product with name 'Table' and price 19.99"); Console.WriteLine("- Update the price of 'Table' to 25.99"); while (true) { Console.Write("\nEnter your database query: "); var userInput = Console.ReadLine(); if (string.IsNullOrEmpty(userInput) || userInput.Equals("exit", StringComparison.OrdinalIgnoreCase)) { break; } var result = await kernel.InvokePromptAsync(userInput, new(settings)); Console.WriteLine($"\nResult: {result}"); } } }