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.NET: Declarative Agents (#2476)
* Update the declarative agent samples * Add the Microsoft.Agents.AI.Declarative project * Make the package non packable * Use the RecalcEngine when creating the ChatOptions * Ignore VSTHRD200 * Add geting started samples * Address code review feedback
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<Project Sdk="Microsoft.NET.Sdk">
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<PropertyGroup>
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<OutputType>Exe</OutputType>
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<TargetFrameworks>net10.0</TargetFrameworks>
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<Nullable>enable</Nullable>
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<ImplicitUsings>enable</ImplicitUsings>
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</PropertyGroup>
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<ItemGroup>
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<PackageReference Include="Azure.AI.OpenAI" />
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<PackageReference Include="Azure.Identity" />
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<PackageReference Include="Microsoft.Extensions.AI.OpenAI" />
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<PackageReference Include="Microsoft.Bot.ObjectModel" />
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<PackageReference Include="Microsoft.Bot.ObjectModel.Json" />
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<PackageReference Include="Microsoft.Bot.ObjectModel.PowerFx" />
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</ItemGroup>
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<ItemGroup>
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<ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.Declarative\Microsoft.Agents.AI.Declarative.csproj" />
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<ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
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</ItemGroup>
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</Project>
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// Copyright (c) Microsoft. All rights reserved.
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// This sample shows how to create an agent from a YAML based declarative representation.
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using Azure.AI.OpenAI;
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using Azure.Identity;
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using Microsoft.Agents.AI;
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using Microsoft.Extensions.AI;
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var endpoint = Environment.GetEnvironmentVariable("AZURE_OPENAI_ENDPOINT") ?? throw new InvalidOperationException("AZURE_OPENAI_ENDPOINT is not set.");
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var deploymentName = Environment.GetEnvironmentVariable("AZURE_OPENAI_DEPLOYMENT_NAME") ?? "gpt-4o-mini";
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// Create the chat client
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IChatClient chatClient = new AzureOpenAIClient(
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new Uri(endpoint),
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new AzureCliCredential())
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.GetChatClient(deploymentName)
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.AsIChatClient();
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// Define the agent using a YAML definition.
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var text =
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"""
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kind: Prompt
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name: Assistant
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description: Helpful assistant
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instructions: You are a helpful assistant. You answer questions in the language specified by the user. You return your answers in a JSON format.
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model:
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options:
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temperature: 0.9
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topP: 0.95
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outputSchema:
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properties:
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language:
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type: string
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required: true
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description: The language of the answer.
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answer:
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type: string
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required: true
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description: The answer text.
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""";
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// Create the agent from the YAML definition.
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var agentFactory = new ChatClientPromptAgentFactory(chatClient);
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var agent = await agentFactory.CreateFromYamlAsync(text);
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// Invoke the agent and output the text result.
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Console.WriteLine(await agent!.RunAsync("Tell me a joke about a pirate in English."));
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// Invoke the agent with streaming support.
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await foreach (var update in agent!.RunStreamingAsync("Tell me a joke about a pirate in French."))
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{
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Console.WriteLine(update);
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}
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@@ -45,6 +45,7 @@ Before you begin, ensure you have the following prerequisites:
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|[Reducing chat history size](./Agent_Step16_ChatReduction/)|This sample demonstrates how to reduce the chat history to constrain its size, where chat history is maintained locally|
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|[Background responses](./Agent_Step17_BackgroundResponses/)|This sample demonstrates how to use background responses for long-running operations with polling and resumption support|
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|[Deep research with an agent](./Agent_Step18_DeepResearch/)|This sample demonstrates how to use the Deep Research Tool to perform comprehensive research on complex topics|
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|[Declarative agent](./Agent_Step19_Declarative/)|This sample demonstrates how to declaratively define an agent.|
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## Running the samples from the console
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<Project Sdk="Microsoft.NET.Sdk">
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<PropertyGroup>
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<OutputType>Exe</OutputType>
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<TargetFrameworks>net10.0</TargetFrameworks>
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<Nullable>enable</Nullable>
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<ImplicitUsings>enable</ImplicitUsings>
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</PropertyGroup>
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<ItemGroup>
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<PackageReference Include="Azure.AI.OpenAI" />
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<PackageReference Include="Azure.Identity" />
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<PackageReference Include="Microsoft.Extensions.AI.OpenAI" />
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<PackageReference Include="Microsoft.Bot.ObjectModel" />
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<PackageReference Include="Microsoft.Bot.ObjectModel.Json" />
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<PackageReference Include="Microsoft.Bot.ObjectModel.PowerFx" />
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</ItemGroup>
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<ItemGroup>
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<ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.Declarative\Microsoft.Agents.AI.Declarative.csproj" />
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<ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
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</ItemGroup>
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</Project>
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// Copyright (c) Microsoft. All rights reserved.
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// This sample shows how to load an AI agent from a YAML file and process a prompt using Azure OpenAI as the backend.
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using System.ComponentModel;
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using Azure.AI.OpenAI;
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using Azure.Identity;
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using Microsoft.Agents.AI;
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using Microsoft.Extensions.AI;
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var endpoint = Environment.GetEnvironmentVariable("AZURE_OPENAI_ENDPOINT") ?? throw new InvalidOperationException("AZURE_OPENAI_ENDPOINT is not set.");
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var deploymentName = Environment.GetEnvironmentVariable("AZURE_OPENAI_DEPLOYMENT_NAME") ?? "gpt-4o-mini";
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// Create the chat client
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IChatClient chatClient = new AzureOpenAIClient(
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new Uri(endpoint),
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new AzureCliCredential())
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.GetChatClient(deploymentName)
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.AsIChatClient();
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// Read command-line arguments
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if (args.Length < 2)
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{
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Console.WriteLine("Usage: DeclarativeAgents <yaml-file-path> <prompt>");
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Console.WriteLine(" <yaml-file-path>: The path to the YAML file containing the agent definition");
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Console.WriteLine(" <prompt>: The prompt to send to the agent");
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return;
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}
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var yamlFilePath = args[0];
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var prompt = args[1];
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// Verify the YAML file exists
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if (!File.Exists(yamlFilePath))
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{
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Console.WriteLine($"Error: File not found: {yamlFilePath}");
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return;
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}
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// Read the YAML content from the file
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var text = await File.ReadAllTextAsync(yamlFilePath);
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// Example function tool that can be used by the agent.
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[Description("Get the weather for a given location.")]
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static string GetWeather(
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[Description("The city and state, e.g. San Francisco, CA")] string location,
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[Description("The unit of temperature. Possible values are 'celsius' and 'fahrenheit'.")] string unit)
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=> $"The weather in {location} is cloudy with a high of {(unit.Equals("celsius", StringComparison.Ordinal) ? "15°C" : "59°F")}.";
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// Create the agent from the YAML definition.
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var agentFactory = new ChatClientPromptAgentFactory(chatClient, [AIFunctionFactory.Create(GetWeather, "GetWeather")]);
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var agent = await agentFactory.CreateFromYamlAsync(text);
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// Invoke the agent and output the text result.
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Console.WriteLine(await agent!.RunAsync(prompt));
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{
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"profiles": {
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"GetWeather": {
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"commandName": "Project",
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"commandLineArgs": "..\\..\\..\\..\\..\\..\\..\\..\\agent-samples\\chatclient\\GetWeather.yaml \"What is the weather in Cambridge, MA in °C?\""
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},
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"Assistant": {
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"commandName": "Project",
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"commandLineArgs": "..\\..\\..\\..\\..\\..\\..\\..\\agent-samples\\chatclient\\Assistant.yaml \"Tell me a joke about a pirate in Italian.\""
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}
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}
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}
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