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.NET: Add FoundryAgentFactory which uses AgentClient (#2123)
* Add FoundryAgentFactory which uses AgentClient * Update dotnet/src/Microsoft.Agents.AI.Declarative.AzureAI/FoundryAgentFactory.cs Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Update dotnet/src/Microsoft.Agents.AI.Declarative.AzureAI/FoundryAgentFactory.cs Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Update dotnet/src/Microsoft.Agents.AI.Declarative.AzureAI/FoundryAgentFactory.cs Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Update dotnet/src/Microsoft.Agents.AI.Declarative.AzureAI/FoundryAgentFactory.cs Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Update dotnet/src/Microsoft.Agents.AI.Declarative.AzureAI/Extensions/FunctionToolExtensions.cs Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Update dotnet/src/Microsoft.Agents.AI.Declarative.AzureAI/Extensions/FileSearchToolExtensions.cs Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Update dotnet/src/Microsoft.Agents.AI.Declarative.AzureAI/Extensions/CodeInterpreterToolExtensions.cs Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Update dotnet/src/Microsoft.Agents.AI.Declarative.AzureAI/Extensions/PromptAgentExtensions.cs Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Code review feedback * Add sample showing use of FoundryAgentFactory * Add sample showing use of FoundryAgentFactory * Update dotnet/src/Microsoft.Agents.AI.Declarative.AzureAI/Extensions/CodeInterpreterToolExtensions.cs Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Update dotnet/src/Microsoft.Agents.AI.Declarative.AzureAI/Extensions/FunctionToolExtensions.cs Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Update dotnet/src/Microsoft.Agents.AI.Declarative.AzureAI/Extensions/McpServerToolExtensions.cs Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Update dotnet/src/Microsoft.Agents.AI.Declarative.AzureAI/Extensions/CodeInterpreterToolExtensions.cs Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Update dotnet/src/Microsoft.Agents.AI.Declarative.AzureAI/Extensions/FileSearchToolExtensions.cs Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Update dotnet/src/Microsoft.Agents.AI.Declarative.AzureAI/Extensions/WebSearchToolExtensions.cs Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Update dotnet/src/Microsoft.Agents.AI.Declarative.AzureAI/Extensions/PromptAgentExtensions.cs Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Fix issue to get FoundryAgentFactory sample working * Run dotnet format * Undo changes made by dotnet format * Update dotnet/src/Microsoft.Agents.AI.Declarative.AzureAI/FoundryAgentFactory.cs Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> --------- Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
This commit is contained in:
@@ -16,7 +16,7 @@ const string JokerName = "JokerAgent";
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var agentsClient = new AgentClient(new Uri(endpoint), new AzureCliCredential());
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// Define the agent you want to create. (Prompt Agent in this case)
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var agentVersionCreationOptions = new AgentVersionCreationOptions(new PromptAgentDefinition(model: deploymentName) { Instructions = JokerInstructions });
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var agentVersionCreationOptions = new AgentVersionCreationOptions(new PromptAgentDefinition(model: deploymentName) { Instructions = JokerInstructions, Temperature = 0.9f });
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// Azure.AI.Agents SDK creates and manages agent by name and versions.
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// You can create a server side agent version with the Azure.AI.Agents SDK client below.
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var agentVersion = agentsClient.CreateAgentVersion(agentName: JokerName, options: agentVersionCreationOptions);
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@@ -39,12 +39,14 @@ var latestVersion = jokerAgentLatest.GetService<AgentVersion>()!;
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// The AIAgent version can be accessed via the GetService method.
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Console.WriteLine($"Latest agent version id: {latestVersion.Id}");
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var options = new ChatClientAgentRunOptions();
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// Once you have the AIAgent, you can invoke it like any other AIAgent.
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AgentThread thread = jokerAgentLatest.GetNewThread();
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Console.WriteLine(await jokerAgentLatest.RunAsync("Tell me a joke about a pirate.", thread));
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Console.WriteLine(await jokerAgentLatest.RunAsync("Tell me a joke about a pirate.", thread, options));
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// This will use the same thread to continue the conversation.
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Console.WriteLine(await jokerAgentLatest.RunAsync("Now tell me a joke about a cat and a dog using last joke as the anchor.", thread));
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Console.WriteLine(await jokerAgentLatest.RunAsync("Now tell me a joke about a cat and a dog using last joke as the anchor.", thread, options));
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// Cleanup by agent name removes both agent versions created (jokerAgentV1 + jokerAgentV2).
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agentsClient.DeleteAgent(jokerAgentV1.Name);
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@@ -2,10 +2,8 @@
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// This sample shows how to load an AI agent from a YAML file and process a prompt using Foundry Agents as the backend.
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using System.ComponentModel;
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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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using Microsoft.Extensions.Configuration;
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var endpoint = Environment.GetEnvironmentVariable("AZURE_FOUNDRY_PROJECT_ENDPOINT") ?? throw new InvalidOperationException("AZURE_FOUNDRY_PROJECT_ENDPOINT is not set.");
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@@ -40,22 +38,9 @@ IConfiguration configuration = new ConfigurationBuilder()
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})
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.Build();
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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 FoundryPersistentAgentFactory(new AzureCliCredential(), configuration);
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var agentFactory = new FoundryAgentFactory(new AzureCliCredential(), configuration);
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var agent = await agentFactory.CreateFromYamlAsync(text);
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// Create agent run options
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var options = new ChatClientAgentRunOptions(new()
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{
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Tools = [AIFunctionFactory.Create(GetWeather, name: nameof(GetWeather))]
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});
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// Invoke the agent and output the text result.
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Console.WriteLine(await agent!.RunAsync(prompt, options: options));
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Console.WriteLine(await agent!.RunAsync(prompt));
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+2
-6
@@ -1,12 +1,8 @@
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{
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"profiles": {
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"PersistentAgent": {
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"FoundryAgent": {
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"commandName": "Project",
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"commandLineArgs": "..\\..\\..\\..\\..\\..\\..\\..\\agent-samples\\foundry\\PersistentAgent.yaml \"What is the weather in Cambridge, MA in °C?\""
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},
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"MicrosoftLearnAgent": {
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"commandName": "Project",
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"commandLineArgs": "..\\..\\..\\..\\..\\..\\..\\..\\agent-samples\\foundry\\MicrosoftLearnAgent.yaml \"Tell me a joke about a pirate in Italian.\""
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"commandLineArgs": "..\\..\\..\\..\\..\\..\\..\\..\\agent-samples\\foundry\\FoundryAgent.yaml \"Tell me a recipe for chocolate chip cookies?\""
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}
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}
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}
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+24
@@ -0,0 +1,24 @@
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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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<TargetFramework>net9.0</TargetFramework>
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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.Identity" />
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<PackageReference Include="Azure.AI.Agents.Persistent" />
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<PackageReference Include="Microsoft.Extensions.DependencyInjection" />
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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.AzureAI\Microsoft.Agents.AI.Declarative.AzureAI.csproj" />
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</ItemGroup>
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</Project>
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@@ -0,0 +1,61 @@
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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 Foundry Agents as the backend.
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using System.ComponentModel;
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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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using Microsoft.Extensions.Configuration;
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var endpoint = Environment.GetEnvironmentVariable("AZURE_FOUNDRY_PROJECT_ENDPOINT") ?? throw new InvalidOperationException("AZURE_FOUNDRY_PROJECT_ENDPOINT is not set.");
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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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// Set up configuration with the Azure Foundry project endpoint
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IConfiguration configuration = new ConfigurationBuilder()
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.AddInMemoryCollection(new Dictionary<string, string?>
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{
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["AZURE_FOUNDRY_PROJECT_ENDPOINT"] = endpoint
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})
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.Build();
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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 FoundryPersistentAgentFactory(new AzureCliCredential(), configuration);
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var agent = await agentFactory.CreateFromYamlAsync(text);
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// Create agent run options
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var options = new ChatClientAgentRunOptions(new()
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{
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Tools = [AIFunctionFactory.Create(GetWeather, name: nameof(GetWeather))]
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});
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// Invoke the agent and output the text result.
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Console.WriteLine(await agent!.RunAsync(prompt, options: options));
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+8
@@ -0,0 +1,8 @@
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{
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"profiles": {
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"FoundryAgent": {
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"commandName": "Project",
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"commandLineArgs": "..\\..\\..\\..\\..\\..\\..\\..\\agent-samples\\foundry\\FoundryAgent.yaml \"What is the weather in Cambridge, MA in °C?\""
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}
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}
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}
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