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.Net: Agent Samples - Adding AzureAIAgentsPersistent to Steps (#105)
* Adding Persistent Agent to Steps * Add comments * Ensure changes * Fix format * Fix formatting * Adding cancellation token good practice
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@@ -0,0 +1,6 @@
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# Auto-detect text files, ensure they use LF.
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* text=auto eol=lf working-tree-encoding=UTF-8
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# Bash scripts
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*.sh text eol=lf
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*.cmd text eol=crlf
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@@ -1,8 +1,10 @@
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// Copyright (c) Microsoft. All rights reserved.
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using System.ClientModel;
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using Azure.AI.Agents.Persistent;
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using Azure.AI.OpenAI;
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using Azure.Identity;
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using Microsoft.Agents;
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using Microsoft.Extensions.AI;
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using Microsoft.Shared.Samples;
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using OpenAI;
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@@ -20,45 +22,115 @@ public class AgentSample(ITestOutputHelper output) : BaseSample(output)
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OpenAI,
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AzureOpenAI,
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OpenAIResponses,
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OpenAIResponses_InMemoryMessage,
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OpenAIResponses_ConversationId
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OpenAIResponses_InMemoryMessageThread,
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OpenAIResponses_ConversationIdThread,
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AzureAIAgentsPersistent
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}
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protected IChatClient GetChatClient(ChatClientProviders provider)
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protected Task<IChatClient> GetChatClientAsync(ChatClientProviders provider, ChatClientAgentOptions options, CancellationToken cancellationToken = default)
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=> provider switch
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{
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ChatClientProviders.OpenAI => GetOpenAIChatClient(),
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ChatClientProviders.AzureOpenAI => GetAzureOpenAIChatClient(),
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ChatClientProviders.OpenAI => GetOpenAIChatClientAsync(),
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ChatClientProviders.AzureOpenAI => GetAzureOpenAIChatClientAsync(),
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ChatClientProviders.AzureAIAgentsPersistent => GetAzureAIAgentPersistentClientAsync(options, cancellationToken),
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ChatClientProviders.OpenAIResponses or
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ChatClientProviders.OpenAIResponses_InMemoryMessage or
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ChatClientProviders.OpenAIResponses_ConversationId
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=> GetOpenAIResponsesClient(),
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ChatClientProviders.OpenAIResponses_InMemoryMessageThread or
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ChatClientProviders.OpenAIResponses_ConversationIdThread
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=> GetOpenAIResponsesClientAsync(),
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_ => throw new NotSupportedException($"Provider {provider} is not supported.")
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};
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protected ChatOptions? GetChatOptions(ChatClientProviders? provider)
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=> provider switch
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{
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ChatClientProviders.OpenAIResponses_InMemoryMessage => new() { RawRepresentationFactory = static (_) => new ResponseCreationOptions() { StoredOutputEnabled = false } },
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ChatClientProviders.OpenAIResponses_ConversationId => new() { RawRepresentationFactory = static (_) => new ResponseCreationOptions() { StoredOutputEnabled = true } },
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ChatClientProviders.OpenAIResponses_InMemoryMessageThread => new() { RawRepresentationFactory = static (_) => new ResponseCreationOptions() { StoredOutputEnabled = false } },
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ChatClientProviders.OpenAIResponses_ConversationIdThread => new() { RawRepresentationFactory = static (_) => new ResponseCreationOptions() { StoredOutputEnabled = true } },
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_ => null
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};
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private IChatClient GetOpenAIChatClient()
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=> new OpenAIClient(TestConfiguration.OpenAI.ApiKey)
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.GetChatClient(TestConfiguration.OpenAI.ChatModelId)
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.AsIChatClient();
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/// <summary>
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/// For providers that store the agent and the thread on the server side, this will clean and delete
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/// any sample agent and thread that was created during this execution.
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/// </summary>
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/// <param name="provider">The chat client provider type that determines the cleanup process.</param>
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/// <param name="agent">The agent instance to be cleaned up.</param>
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/// <param name="thread">Optional thread associated with the agent that may also need to be cleaned up.</param>
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/// <param name="cancellationToken">Cancellation token to monitor for cancellation requests. The default is <see cref="CancellationToken.None"/>.</param>
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/// <remarks>
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/// Ideally for faster execution and potential cost savings, server-side agents should be reused.
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/// </remarks>
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protected Task AgentCleanUpAsync(ChatClientProviders provider, ChatClientAgent agent, AgentThread? thread = null, CancellationToken cancellationToken = default)
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{
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return provider switch
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{
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ChatClientProviders.AzureAIAgentsPersistent => AzureAIAgentsPersistentAgentCleanUpAsync(agent, thread, cancellationToken),
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private IChatClient GetAzureOpenAIChatClient()
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=> ((TestConfiguration.AzureOpenAI.ApiKey is null)
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// Use Azure CLI credentials if API key is not provided.
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? new AzureOpenAIClient(TestConfiguration.AzureOpenAI.Endpoint, new AzureCliCredential())
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: new AzureOpenAIClient(TestConfiguration.AzureOpenAI.Endpoint, new ApiKeyCredential(TestConfiguration.AzureOpenAI.ApiKey)))
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.GetChatClient(TestConfiguration.AzureOpenAI.DeploymentName)
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.AsIChatClient();
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// For other remaining provider sample types, no cleanup is needed as they don't offer a server-side agent/thread clean-up API.
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_ => Task.CompletedTask
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};
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}
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private IChatClient GetOpenAIResponsesClient()
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=> new OpenAIClient(TestConfiguration.OpenAI.ApiKey)
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.GetOpenAIResponseClient(TestConfiguration.OpenAI.ChatModelId)
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.AsIChatClient();
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#region Private GetChatClient
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private Task<IChatClient> GetOpenAIChatClientAsync()
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=> Task.FromResult(
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new OpenAIClient(TestConfiguration.OpenAI.ApiKey)
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.GetChatClient(TestConfiguration.OpenAI.ChatModelId)
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.AsIChatClient());
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private Task<IChatClient> GetAzureOpenAIChatClientAsync()
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=> Task.FromResult(
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((TestConfiguration.AzureOpenAI.ApiKey is null)
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// Use Azure CLI credentials if API key is not provided.
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? new AzureOpenAIClient(TestConfiguration.AzureOpenAI.Endpoint, new AzureCliCredential())
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: new AzureOpenAIClient(TestConfiguration.AzureOpenAI.Endpoint, new ApiKeyCredential(TestConfiguration.AzureOpenAI.ApiKey)))
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.GetChatClient(TestConfiguration.AzureOpenAI.DeploymentName)
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.AsIChatClient());
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private Task<IChatClient> GetOpenAIResponsesClientAsync()
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=> Task.FromResult(
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new OpenAIClient(TestConfiguration.OpenAI.ApiKey)
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.GetOpenAIResponseClient(TestConfiguration.OpenAI.ChatModelId)
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.AsIChatClient());
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private async Task<IChatClient> GetAzureAIAgentPersistentClientAsync(ChatClientAgentOptions options, CancellationToken cancellationToken)
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{
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// Get a client to create server side agents with.
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var persistentAgentsClient = new PersistentAgentsClient(TestConfiguration.AzureAI.Endpoint, new AzureCliCredential());
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// Create a server side agent to work with.
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var persistentAgentResponse = await persistentAgentsClient.Administration.CreateAgentAsync(
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model: TestConfiguration.AzureAI.DeploymentName,
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name: options.Name,
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instructions: options.Instructions,
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cancellationToken: cancellationToken);
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var persistentAgent = persistentAgentResponse.Value;
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// Get the chat client to use for the agent.
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return persistentAgentsClient.AsIChatClient(persistentAgent.Id);
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}
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#endregion
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#region Private AgentCleanUp
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private async Task AzureAIAgentsPersistentAgentCleanUpAsync(ChatClientAgent agent, AgentThread? thread, CancellationToken cancellationToken)
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{
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var persistentAgentsClient = agent.ChatClient.GetService<PersistentAgentsClient>();
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if (persistentAgentsClient is null)
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{
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throw new InvalidOperationException("The provided chat client is not a Persistent Agents Chat Client");
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}
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await persistentAgentsClient.Administration.DeleteAgentAsync(agent.Id, cancellationToken);
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// If a thread is provided, delete it as well.
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if (thread is not null)
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{
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await persistentAgentsClient.Threads.DeleteThreadAsync(thread.Id, cancellationToken);
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}
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}
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#endregion
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}
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@@ -34,4 +34,4 @@
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<Using Include="GettingStarted" />
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<Using Include="Microsoft.Shared.SampleUtilities" />
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</ItemGroup>
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</Project>
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</Project>
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+1
-2
@@ -4,7 +4,6 @@ using Azure.AI.Agents.Persistent;
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using Azure.Identity;
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using Microsoft.Agents;
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using Microsoft.Extensions.AI;
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using Microsoft.Extensions.AI.AzureAIAgentsPersistent;
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using Microsoft.Shared.Samples;
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namespace Providers;
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@@ -37,7 +36,7 @@ public sealed class ChatClientAgent_With_AzureAIAgentsPersistent(ITestOutputHelp
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// Get the chat client to use for the agent.
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using var chatClient = persistentAgentsClient.AsIChatClient(persistentAgent.Id);
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// Define the agent
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// Define the agent.
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ChatClientAgent agent = new(chatClient);
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// Start a new thread for the agent conversation.
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@@ -38,7 +38,7 @@ public sealed class ChatClientAgent_With_OpenAIAssistant(ITestOutputHelper outpu
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// Get the chat client to use for the agent.
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using var chatClient = assistantClient.AsIChatClient(assistantId);
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// Define the agent
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// Define the agent.
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ChatClientAgent agent = new(chatClient);
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// Start a new thread for the agent conversation.
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+1
-1
@@ -34,7 +34,7 @@ public sealed class ChatClientAgent_With_OpenAIChatCompletion(ITestOutputHelper
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// Start a new thread for the agent conversation.
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AgentThread thread = agent.GetNewThread();
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// Respond to user input
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// Respond to user input.
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await RunAgentAsync("Tell me a joke about a pirate.");
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await RunAgentAsync("Now add some emojis to the joke.");
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+1
-1
@@ -43,7 +43,7 @@ public sealed class ChatClientAgent_With_OpenAIResponsesChatCompletion(ITestOutp
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// Start a new thread for the agent conversation based on the type.
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AgentThread thread = agent.GetNewThread();
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// Respond to user input
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// Respond to user input.
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await RunAgentAsync("Tell me a joke about a pirate.");
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await RunAgentAsync("Now add some emojis to the joke.");
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+50
-37
@@ -10,14 +10,11 @@ namespace Steps;
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/// <remarks>This class contains examples of using <see cref="ChatClientAgent"/> to showcase scenarios with and without conversation history.
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/// Each test method demonstrates how to configure and interact with the agents, including handling user input and displaying responses.
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/// </remarks>
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public sealed class Step01_Running(ITestOutputHelper output) : AgentSample(output)
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public sealed class Step01_ChatClientAgent_Running(ITestOutputHelper output) : AgentSample(output)
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{
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private const string ParrotName = "Parrot";
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private const string ParrotInstructions = "Repeat the user message in the voice of a pirate and then end with a parrot sound.";
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private const string JokerName = "Joker";
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private const string JokerInstructions = "You are good at telling jokes.";
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/// <summary>
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/// Demonstrate the usage of <see cref="ChatClientAgent"/> where each invocation is
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/// a unique interaction with no conversation history between them.
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@@ -26,18 +23,21 @@ public sealed class Step01_Running(ITestOutputHelper output) : AgentSample(outpu
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[InlineData(ChatClientProviders.OpenAI)]
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[InlineData(ChatClientProviders.AzureOpenAI)]
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[InlineData(ChatClientProviders.OpenAIResponses)]
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[InlineData(ChatClientProviders.AzureAIAgentsPersistent)]
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public async Task RunWithoutThread(ChatClientProviders provider)
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{
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// Define the options for the chat client agent.
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var agentOptions = new ChatClientAgentOptions
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{
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Name = ParrotName,
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Instructions = ParrotInstructions,
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};
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// Get the chat client to use for the agent.
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using var chatClient = base.GetChatClient(provider);
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using var chatClient = await base.GetChatClientAsync(provider, agentOptions);
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// Define the agent
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ChatClientAgent agent =
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new(chatClient, new()
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{
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Name = ParrotName,
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Instructions = ParrotInstructions,
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});
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var agent = new ChatClientAgent(chatClient, agentOptions);
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// Respond to user input
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await RunAgentAsync("Fortune favors the bold.");
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@@ -52,6 +52,9 @@ public sealed class Step01_Running(ITestOutputHelper output) : AgentSample(outpu
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var response = await agent.RunAsync(input);
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this.WriteResponseOutput(response);
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}
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// Clean up the agent after use when applicable.
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await base.AgentCleanUpAsync(provider, agent);
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}
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/// <summary>
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@@ -60,24 +63,26 @@ public sealed class Step01_Running(ITestOutputHelper output) : AgentSample(outpu
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[Theory]
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[InlineData(ChatClientProviders.OpenAI)]
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[InlineData(ChatClientProviders.AzureOpenAI)]
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[InlineData(ChatClientProviders.OpenAIResponses_InMemoryMessage)]
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[InlineData(ChatClientProviders.OpenAIResponses_ConversationId)]
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[InlineData(ChatClientProviders.AzureAIAgentsPersistent)]
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[InlineData(ChatClientProviders.OpenAIResponses_InMemoryMessageThread)]
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[InlineData(ChatClientProviders.OpenAIResponses_ConversationIdThread)]
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public async Task RunWithThread(ChatClientProviders provider)
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{
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// Get the chat client to use for the agent.
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using var chatClient = base.GetChatClient(provider);
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// Define the options for the chat client agent.
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var agentOptions = new ChatClientAgentOptions
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{
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Name = ParrotName,
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Instructions = ParrotInstructions,
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// Get chat options based on the store type, if needed.
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var chatOptions = base.GetChatOptions(provider);
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// Get chat options based on the store type, if needed.
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ChatOptions = base.GetChatOptions(provider),
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};
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// Get the chat client to use for the agent.
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using var chatClient = await base.GetChatClientAsync(provider, agentOptions);
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// Define the agent
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ChatClientAgent agent =
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new(chatClient, new()
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{
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Name = JokerName,
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Instructions = JokerInstructions,
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ChatOptions = chatOptions,
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});
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var agent = new ChatClientAgent(chatClient, agentOptions);
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// Start a new thread for the agent conversation.
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AgentThread thread = agent.GetNewThread();
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@@ -95,6 +100,9 @@ public sealed class Step01_Running(ITestOutputHelper output) : AgentSample(outpu
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this.WriteResponseOutput(response);
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}
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// Clean up the agent and thread after use when applicable.
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await base.AgentCleanUpAsync(provider, agent, thread);
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}
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/// <summary>
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@@ -104,24 +112,26 @@ public sealed class Step01_Running(ITestOutputHelper output) : AgentSample(outpu
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[Theory]
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[InlineData(ChatClientProviders.OpenAI)]
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[InlineData(ChatClientProviders.AzureOpenAI)]
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[InlineData(ChatClientProviders.OpenAIResponses_InMemoryMessage)]
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[InlineData(ChatClientProviders.OpenAIResponses_ConversationId)]
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[InlineData(ChatClientProviders.AzureAIAgentsPersistent)]
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[InlineData(ChatClientProviders.OpenAIResponses_InMemoryMessageThread)]
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[InlineData(ChatClientProviders.OpenAIResponses_ConversationIdThread)]
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public async Task RunStreamingWithThread(ChatClientProviders provider)
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{
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// Get the chat client to use for the agent.
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using var chatClient = base.GetChatClient(provider);
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// Define the options for the chat client agent.
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var agentOptions = new ChatClientAgentOptions
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{
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Name = ParrotName,
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Instructions = ParrotInstructions,
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// Get chat options based on the store type, if needed.
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var chatOptions = base.GetChatOptions(provider);
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// Get chat options based on the store type, if needed.
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ChatOptions = base.GetChatOptions(provider),
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};
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// Get the chat client to use for the agent.
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using var chatClient = await base.GetChatClientAsync(provider, agentOptions);
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// Define the agent
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ChatClientAgent agent =
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new(chatClient, new()
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{
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Name = ParrotName,
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Instructions = ParrotInstructions,
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ChatOptions = chatOptions,
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});
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var agent = new ChatClientAgent(chatClient, agentOptions);
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// Start a new thread for the agent conversation.
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AgentThread thread = agent.GetNewThread();
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@@ -140,5 +150,8 @@ public sealed class Step01_Running(ITestOutputHelper output) : AgentSample(outpu
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this.WriteAgentOutput(update);
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}
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}
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// Clean up the agent and thread after use when applicable.
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await base.AgentCleanUpAsync(provider, agent, thread);
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}
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}
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+45
-33
@@ -6,32 +6,38 @@ using Microsoft.Extensions.AI;
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namespace Steps;
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public sealed class Step02_UsingTools(ITestOutputHelper output) : AgentSample(output)
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public sealed class Step02_ChatClientAgent_UsingTools(ITestOutputHelper output) : AgentSample(output)
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{
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[Theory]
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[InlineData(ChatClientProviders.OpenAI)]
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[InlineData(ChatClientProviders.AzureOpenAI)]
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public async Task RunningWithTools(ChatClientProviders provider)
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{
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// Creating a Menu Tools to be used by the agent.
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var menuTools = new MenuTools();
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// Define the options for the chat client agent.
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var agentOptions = new ChatClientAgentOptions
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{
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Name = "Host",
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Instructions = "Answer questions about the menu.",
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// Provide the tools that are available to the agent
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ChatOptions = new()
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{
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Tools = [
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AIFunctionFactory.Create(menuTools.GetMenu),
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AIFunctionFactory.Create(menuTools.GetSpecials),
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AIFunctionFactory.Create(menuTools.GetItemPrice)
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]
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},
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};
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// Get the chat client to use for the agent.
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using var chatClient = base.GetChatClient(provider);
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using var chatClient = await base.GetChatClientAsync(provider, agentOptions);
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// Define the agent
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var menuTools = new MenuTools();
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ChatClientAgent agent =
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new(chatClient, new()
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{
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Name = "Host",
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Instructions = "Answer questions about the menu.",
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ChatOptions = new()
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{
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Tools = [
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AIFunctionFactory.Create(menuTools.GetMenu),
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AIFunctionFactory.Create(menuTools.GetSpecials),
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AIFunctionFactory.Create(menuTools.GetItemPrice)
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]
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}
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});
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var agent = new ChatClientAgent(chatClient, agentOptions);
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// Create the chat history thread to capture the agent interaction.
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var thread = agent.GetNewThread();
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@@ -55,25 +61,31 @@ public sealed class Step02_UsingTools(ITestOutputHelper output) : AgentSample(ou
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[InlineData(ChatClientProviders.AzureOpenAI)]
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public async Task StreamingRunWithTools(ChatClientProviders provider)
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{
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// Creating a Menu Tools to be used by the agent.
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var menuTools = new MenuTools();
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// Define the options for the chat client agent.
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var agentOptions = new ChatClientAgentOptions
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{
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Name = "Host",
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Instructions = "Answer questions about the menu.",
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// Provide the tools that are available to the agent
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ChatOptions = new()
|
||||
{
|
||||
Tools = [
|
||||
AIFunctionFactory.Create(menuTools.GetMenu),
|
||||
AIFunctionFactory.Create(menuTools.GetSpecials),
|
||||
AIFunctionFactory.Create(menuTools.GetItemPrice)
|
||||
]
|
||||
},
|
||||
};
|
||||
|
||||
// Get the chat client to use for the agent.
|
||||
using var chatClient = base.GetChatClient(provider);
|
||||
using var chatClient = await base.GetChatClientAsync(provider, agentOptions);
|
||||
|
||||
// Define the agent
|
||||
var menuTools = new MenuTools();
|
||||
ChatClientAgent agent =
|
||||
new(chatClient, new()
|
||||
{
|
||||
Name = "Host",
|
||||
Instructions = "Answer questions about the menu.",
|
||||
ChatOptions = new()
|
||||
{
|
||||
Tools = [
|
||||
AIFunctionFactory.Create(menuTools.GetMenu),
|
||||
AIFunctionFactory.Create(menuTools.GetSpecials),
|
||||
AIFunctionFactory.Create(menuTools.GetItemPrice)
|
||||
]
|
||||
}
|
||||
});
|
||||
var agent = new ChatClientAgent(chatClient, agentOptions);
|
||||
|
||||
// Create the chat history thread to capture the agent interaction.
|
||||
var thread = agent.GetNewThread();
|
||||
+2
-1
@@ -1,8 +1,9 @@
|
||||
// Copyright (c) Microsoft. All rights reserved.
|
||||
|
||||
using Azure.AI.Agents.Persistent;
|
||||
using Microsoft.Extensions.AI.AzureAIAgentsPersistent;
|
||||
|
||||
namespace Microsoft.Extensions.AI.AzureAIAgentsPersistent;
|
||||
namespace Microsoft.Extensions.AI;
|
||||
|
||||
/// <summary>
|
||||
/// Provides extension methods for <see cref="PersistentAgentsClient"/>.
|
||||
|
||||
-1
@@ -10,7 +10,6 @@ using Azure.AI.Agents.Persistent;
|
||||
using Azure.Identity;
|
||||
using Microsoft.Agents;
|
||||
using Microsoft.Extensions.AI;
|
||||
using Microsoft.Extensions.AI.AzureAIAgentsPersistent;
|
||||
using Shared.IntegrationTests;
|
||||
|
||||
namespace AzureAIAgentsPersistent.IntegrationTests;
|
||||
|
||||
Reference in New Issue
Block a user