wehub-resource-sync
71 lines
2.5 KiB
C#
71 lines
2.5 KiB
C#
// Copyright (c) Microsoft. All rights reserved.
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using Microsoft.Extensions.Configuration;
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using Microsoft.Extensions.DependencyInjection;
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using Microsoft.Extensions.Logging;
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using Microsoft.SemanticKernel;
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using Microsoft.SemanticKernel.Agents;
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using Microsoft.SemanticKernel.Connectors.OpenAI;
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using ModelContextProtocol.Client;
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var config = new ConfigurationBuilder()
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.AddUserSecrets<Program>()
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.AddEnvironmentVariables()
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.Build();
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if (config["OpenAI:ApiKey"] is not { } apiKey)
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{
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Console.Error.WriteLine("Please provide a valid OpenAI:ApiKey to run this sample. See the associated README.md for more details.");
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return;
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}
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// Create an MCPClient for the GitHub server
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var mcpClient = await McpClient.CreateAsync(new StdioClientTransport(new()
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{
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Name = "MCPServer",
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Command = "npx",
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Arguments = ["-y", "@modelcontextprotocol/server-github"],
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}));
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// Retrieve the list of tools available on the GitHub server
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var tools = await mcpClient.ListToolsAsync().ConfigureAwait(false);
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foreach (var tool in tools)
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{
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Console.WriteLine($"{tool.Name}: {tool.Description}");
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}
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// Prepare and build kernel with the MCP tools as Kernel functions
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var builder = Kernel.CreateBuilder();
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builder.Services
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.AddLogging(c => c.AddDebug().SetMinimumLevel(Microsoft.Extensions.Logging.LogLevel.Trace))
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.AddOpenAIChatCompletion(
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modelId: config["OpenAI:ChatModelId"] ?? "gpt-4o-mini",
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apiKey: apiKey);
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Kernel kernel = builder.Build();
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kernel.Plugins.AddFromFunctions("GitHub", tools.Select(aiFunction => aiFunction.AsKernelFunction()));
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// Enable automatic function calling
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OpenAIPromptExecutionSettings executionSettings = new()
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{
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Temperature = 0,
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FunctionChoiceBehavior = FunctionChoiceBehavior.Auto(options: new() { RetainArgumentTypes = true })
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};
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// Test using GitHub tools
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var prompt = "Summarize the last four commits to the microsoft/semantic-kernel repository?";
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var result = await kernel.InvokePromptAsync(prompt, new(executionSettings)).ConfigureAwait(false);
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Console.WriteLine($"\n\n{prompt}\n{result}");
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// Define the agent
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ChatCompletionAgent agent = new()
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{
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Instructions = "Answer questions about GitHub repositories.",
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Name = "GitHubAgent",
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Kernel = kernel,
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Arguments = new KernelArguments(executionSettings),
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};
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// Respond to user input, invoking functions where appropriate.
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ChatMessageContent response = await agent.InvokeAsync("Summarize the last four commits to the microsoft/semantic-kernel repository?").FirstAsync();
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Console.WriteLine($"\n\nResponse from GitHubAgent:\n{response.Content}");
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