āļāļąāļ§āļāļĒāđāļēāļāļāļĩāđāđāļŠāļāļāđāļŦāđāđāļŦāđāļāļāļķāļāļ§āļīāļāļĩāļāļēāļĢāļŠāļĢāđāļēāļāļāļąāļ§āđāļāļāļ§āļēāļāđāļāļāļāļēāļĢāļāđāļāļāđāļāļĩāđāļĒāļ§āļāļąāļāļāļĢāļīāļĒāļ°āđāļāļĒāđāļāđ Microsoft Agent Framework āļŠāļģāļŦāļĢāļąāļ .NET āļāļąāļ§āđāļāļāļāļĩāđāļŠāļēāļĄāļēāļĢāļāļŠāļĢāđāļēāļāđāļāļāļāļēāļĢāđāļāļīāļāļāļēāļāđāļāļāļ§āļąāļāļāđāļāļ§āļąāļāļŠāļģāļŦāļĢāļąāļāļāļļāļāļŦāļĄāļēāļĒāļāļĨāļēāļĒāļāļēāļāđāļāļāļŠāļļāđāļĄāļāļąāđāļ§āđāļĨāļāđāļāđāđāļāļĒāļāļąāļāđāļāļĄāļąāļāļī
GetRandomDestination() āļāļĩāđāļāļąāļ§āđāļāļāļŠāļēāļĄāļēāļĢāļāđāļāđāļāļēāļāđāļāđgraph LR
A[User Request] --> B[AI Agent]
B --> C[GitHub Models API]
B --> D[GetRandomDestination Tool]
C --> E[Travel Itinerary]
D --> E
# zsh/bash
export GH_TOKEN=<your_github_token>
export GH_ENDPOINT=https://models.github.ai/inference
export GH_MODEL_ID=openai/gpt-5-mini
# PowerShell
$env:GH_TOKEN = "<your_github_token>"
$env:GH_ENDPOINT = "https://models.github.ai/inference"
$env:GH_MODEL_ID = "openai/gpt-5-mini"
āđāļāļ·āđāļāļĢāļąāļāļāļąāļ§āļāļĒāđāļēāļāđāļāđāļ,
# zsh/bash
chmod +x ./01-dotnet-agent-framework.cs
./01-dotnet-agent-framework.cs
āļŦāļĢāļ·āļāđāļāđ dotnet CLI:
dotnet run ./01-dotnet-agent-framework.cs
āļāļđ 01-dotnet-agent-framework.cs āļŠāļģāļŦāļĢāļąāļāđāļāđāļāļāļąāđāļāļŦāļĄāļ
#!/usr/bin/dotnet run
#:package Microsoft.Extensions.AI@9.*
#:package Microsoft.Agents.AI.OpenAI@1.*-*
using System.ClientModel;
using System.ComponentModel;
using Microsoft.Agents.AI;
using Microsoft.Extensions.AI;
using OpenAI;
// Tool Function: Random Destination Generator
// This static method will be available to the agent as a callable tool
// The [Description] attribute helps the AI understand when to use this function
// This demonstrates how to create custom tools for AI agents
[Description("Provides a random vacation destination.")]
static string GetRandomDestination()
{
// List of popular vacation destinations around the world
// The agent will randomly select from these options
var destinations = new List<string>
{
"Paris, France",
"Tokyo, Japan",
"New York City, USA",
"Sydney, Australia",
"Rome, Italy",
"Barcelona, Spain",
"Cape Town, South Africa",
"Rio de Janeiro, Brazil",
"Bangkok, Thailand",
"Vancouver, Canada"
};
// Generate random index and return selected destination
// Uses System.Random for simple random selection
var random = new Random();
int index = random.Next(destinations.Count);
return destinations[index];
}
// Extract configuration from environment variables
// Retrieve the GitHub Models API endpoint, defaults to https://models.github.ai/inference if not specified
// Retrieve the model ID, defaults to openai/gpt-5-mini if not specified
// Retrieve the GitHub token for authentication, throws exception if not specified
var github_endpoint = Environment.GetEnvironmentVariable("GH_ENDPOINT") ?? "https://models.github.ai/inference";
var github_model_id = Environment.GetEnvironmentVariable("GH_MODEL_ID") ?? "openai/gpt-5-mini";
var github_token = Environment.GetEnvironmentVariable("GH_TOKEN") ?? throw new InvalidOperationException("GH_TOKEN is not set.");
// Configure OpenAI Client Options
// Create configuration options to point to GitHub Models endpoint
// This redirects OpenAI client calls to GitHub's model inference service
var openAIOptions = new OpenAIClientOptions()
{
Endpoint = new Uri(github_endpoint)
};
// Initialize OpenAI Client with GitHub Models Configuration
// Create OpenAI client using GitHub token for authentication
// Configure it to use GitHub Models endpoint instead of OpenAI directly
var openAIClient = new OpenAIClient(new ApiKeyCredential(github_token), openAIOptions);
// Create AI Agent with Travel Planning Capabilities
// Initialize OpenAI client, get chat client for specified model, and create AI agent
// Configure agent with travel planning instructions and random destination tool
// The agent can now plan trips using the GetRandomDestination function
AIAgent agent = openAIClient
.GetChatClient(github_model_id)
.CreateAIAgent(
instructions: "You are a helpful AI Agent that can help plan vacations for customers at random destinations",
tools: [AIFunctionFactory.Create(GetRandomDestination)]
);
// Execute Agent: Plan a Day Trip
// Run the agent with streaming enabled for real-time response display
// Shows the agent's thinking and response as it generates the content
// Provides better user experience with immediate feedback
await foreach (var update in agent.RunStreamingAsync("Plan me a day trip"))
{
await Task.Delay(10);
Console.Write(update);
}
[Description] āļāļ°āļāļĨāļēāļĒāđāļāđāļāđāļāļĢāļ·āđāļāļāļĄāļ·āļāļāļĩāđāļāļąāļ§āđāļāļāļŠāļēāļĄāļēāļĢāļāđāļāđāļāļēāļāđāļāđāļāđāļāļāļģāļāļąāļāļāļ§āļēāļĄāļĢāļąāļāļāļīāļāļāļāļ:
āđāļāļāļŠāļēāļĢāļāļĩāđāđāļāđāļĢāļąāļāļāļēāļĢāđāļāļĨāđāļāļĒāđāļāđāļāļĢāļīāļāļēāļĢāđāļāļĨāļ āļēāļĐāļē AI Co-op Translator āđāļĄāđāļ§āđāļēāđāļĢāļēāļāļ°āļāļĒāļēāļĒāļēāļĄāđāļŦāđāļāļēāļĢāđāļāļĨāļĄāļĩāļāļ§āļēāļĄāļāļđāļāļāđāļāļ āđāļāđāđāļāļĢāļāļāļĢāļēāļāļ§āđāļēāļāļēāļĢāđāļāļĨāļāļąāļāđāļāļĄāļąāļāļīāļāļēāļāļĄāļĩāļāđāļāļāļīāļāļāļĨāļēāļāļŦāļĢāļ·āļāļāļ§āļēāļĄāđāļĄāđāļāļđāļāļāđāļāļ āđāļāļāļŠāļēāļĢāļāđāļāļāļāļąāļāđāļāļ āļēāļĐāļēāļāđāļāļāļēāļāļāļ§āļĢāļāļ·āļāđāļāđāļāđāļŦāļĨāđāļāļāđāļāļĄāļđāļĨāļāļĩāđāđāļāļ·āđāļāļāļ·āļāđāļāđ āļŠāļģāļŦāļĢāļąāļāļāđāļāļĄāļđāļĨāļāļĩāđāļŠāļģāļāļąāļ āđāļāļ°āļāļģāđāļŦāđāđāļāđāļāļĢāļīāļāļēāļĢāđāļāļĨāļ āļēāļĐāļēāļĄāļāļļāļĐāļĒāđāļāļĩāđāđāļāđāļāļĄāļ·āļāļāļēāļāļĩāļ āđāļĢāļēāđāļĄāđāļĢāļąāļāļāļīāļāļāļāļāļāđāļāļāļ§āļēāļĄāđāļāđāļēāđāļāļāļīāļāļŦāļĢāļ·āļāļāļēāļĢāļāļĩāļāļ§āļēāļĄāļāļīāļāļāļĩāđāđāļāļīāļāļāļēāļāļāļēāļĢāđāļāđāļāļēāļĢāđāļāļĨāļāļĩāđ