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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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@@ -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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