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.Net: FileSearch Tool Sample + API Proposal Updates for MEAI.Abstractions/Azure.AI.Agents (#210)
* Wip, bringing persistent chat client back * Bring back code interpreter resource logic * Add file search samples and proposal for new OpenAIAssistantChatClient and AgentPersistantChatCLient * Update dotnet/samples/GettingStarted/External/MEAI.Abstractions/NewHostedFileSearchTool.cs Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Update dotnet/samples/GettingStarted/Steps/Step04_ChatClientAgent_UsingFileSearchTools.cs Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Update dotnet/samples/GettingStarted/External/Azure.AI.Agents.Persistent/NewPersistentAgentsChatClient.cs Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Update MEAI abstractions to reflect latest discussions, updated underlying chatclients * Remove unneeded comments * Address PR feedback * Address PR feedback --------- Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
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@@ -112,9 +112,8 @@ public class AgentSample(ITestOutputHelper output) : BaseSample(output)
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=> new OpenAIResponseClient(TestConfiguration.OpenAI.ChatModelId, TestConfiguration.OpenAI.ApiKey)
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.AsIChatClient();
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private IChatClient GetAzureAIAgentPersistentClient(ChatClientAgentOptions options)
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=> new PersistentAgentsClient(TestConfiguration.AzureAI.Endpoint, new AzureCliCredential())
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.AsIChatClient(options.Id!);
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private NewPersistentAgentsChatClient GetAzureAIAgentPersistentClient(ChatClientAgentOptions options)
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=> new(new PersistentAgentsClient(TestConfiguration.AzureAI.Endpoint, new AzureCliCredential()), options.Id!);
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private NewOpenAIAssistantChatClient GetOpenAIAssistantChatClient(ChatClientAgentOptions options)
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=> new(new(TestConfiguration.OpenAI.ApiKey), options.Id!, null);
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Vendored
+520
@@ -0,0 +1,520 @@
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// Copyright (c) Microsoft. All rights reserved.
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#pragma warning disable CA1852 // Use sealed class
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#pragma warning disable IDE0161 // Convert to file-scoped namespace
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#pragma warning disable CA1063 // Implement IDisposable Correctly
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#pragma warning disable CA1816 // Implement IDisposable Correctly
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// Proposal for a new Persistent Agents Chat Client code based on the Azure.AI.Agents.Persistent library.
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// Source: https://raw.githubusercontent.com/Azure/azure-sdk-for-net/0497c087147/sdk/ai/Azure.AI.Agents.Persistent/src/Custom/PersistentAgentsChatClient.cs
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#nullable enable
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using System.Runtime.CompilerServices;
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using System.Text;
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using System.Text.Json;
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using System.Text.Json.Nodes;
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using System.Text.Json.Serialization;
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using Microsoft.Extensions.AI;
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namespace Azure.AI.Agents.Persistent
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{
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/// <summary>Represents an <see cref="IChatClient"/> for an Azure.AI.Agents.Persistent <see cref="PersistentAgentsClient"/>.</summary>
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public partial class NewPersistentAgentsChatClient : IChatClient
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{
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/// <summary>The name of the chat client provider.</summary>
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private const string ProviderName = "azure";
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/// <summary>The underlying <see cref="PersistentAgentsClient" />.</summary>
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private readonly PersistentAgentsClient? _client;
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/// <summary>Metadata for the client.</summary>
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private readonly ChatClientMetadata? _metadata;
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/// <summary>The ID of the agent to use.</summary>
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private readonly string? _agentId;
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/// <summary>The thread ID to use if none is supplied in <see cref="ChatOptions.ConversationId"/>.</summary>
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private readonly string? _defaultThreadId;
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/// <summary>Lazily-retrieved agent instance. Used for its properties.</summary>
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private PersistentAgent? _agent;
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/// <summary>Initializes a new instance of the <see cref="PersistentAgentsChatClient"/> class for the specified <see cref="PersistentAgentsClient"/>.</summary>
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public NewPersistentAgentsChatClient(PersistentAgentsClient client, string agentId, string? defaultThreadId = null)
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{
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if (client is null)
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{
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throw new ArgumentNullException(nameof(client));
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}
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if (string.IsNullOrWhiteSpace(agentId))
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{
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throw new ArgumentException("Value cannot be empty or contain only white-space characters.", nameof(agentId));
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}
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_client = client;
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_agentId = agentId;
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_defaultThreadId = defaultThreadId;
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_metadata = new(ProviderName);
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}
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public NewPersistentAgentsChatClient() { }
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/// <inheritdoc />
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public virtual object? GetService(Type serviceType, object? serviceKey = null) =>
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serviceType is null ? throw new ArgumentNullException(nameof(serviceType)) :
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serviceKey is not null ? null :
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serviceType == typeof(ChatClientMetadata) ? _metadata :
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serviceType == typeof(PersistentAgentsClient) ? _client :
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serviceType.IsInstanceOfType(this) ? this :
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null;
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/// <inheritdoc />
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public virtual Task<ChatResponse> GetResponseAsync(
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IEnumerable<ChatMessage> messages, ChatOptions? options = null, CancellationToken cancellationToken = default) =>
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GetStreamingResponseAsync(messages, options, cancellationToken).ToChatResponseAsync(cancellationToken);
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/// <inheritdoc />
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public virtual async IAsyncEnumerable<ChatResponseUpdate> GetStreamingResponseAsync(
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IEnumerable<ChatMessage> messages, ChatOptions? options = null, [EnumeratorCancellation] CancellationToken cancellationToken = default)
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{
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if (messages is null)
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{
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throw new ArgumentNullException(nameof(messages));
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}
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// Extract necessary state from messages and options.
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(ThreadAndRunOptions runOptions, List<FunctionResultContent>? toolResults) =
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await CreateRunOptionsAsync(messages, options, cancellationToken).ConfigureAwait(false);
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// Get the thread ID.
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string? threadId = options?.ConversationId ?? _defaultThreadId;
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if (threadId is null && toolResults is not null)
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{
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throw new ArgumentException("No thread ID was provided, but chat messages includes tool results.", nameof(messages));
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}
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// Get any active run ID for this thread.
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ThreadRun? threadRun = null;
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if (threadId is not null)
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{
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await foreach (ThreadRun? run in _client!.Runs.GetRunsAsync(threadId, limit: 1, ListSortOrder.Descending, cancellationToken: cancellationToken).ConfigureAwait(false))
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{
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if (run.Status != RunStatus.Completed && run.Status != RunStatus.Cancelled && run.Status != RunStatus.Failed && run.Status != RunStatus.Expired)
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{
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threadRun = run;
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break;
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}
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}
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}
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// Submit the request.
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IAsyncEnumerable<StreamingUpdate> updates;
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if (threadRun is not null &&
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ConvertFunctionResultsToToolOutput(toolResults, out List<ToolOutput>? toolOutputs) is { } toolRunId &&
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toolRunId == threadRun.Id)
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{
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// There's an active run and we have tool results to submit, so submit the results and continue streaming.
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// This is going to ignore any additional messages in the run options, as we are only submitting tool outputs,
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// but there doesn't appear to be a way to submit additional messages, and having such additional messages is rare.
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updates = _client!.Runs.SubmitToolOutputsToStreamAsync(threadRun, toolOutputs, cancellationToken);
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}
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else
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{
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if (threadId is null)
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{
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// No thread ID was provided, so create a new thread.
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PersistentAgentThread thread = await _client!.Threads.CreateThreadAsync(runOptions.ThreadOptions.Messages, runOptions.ToolResources, runOptions.Metadata, cancellationToken).ConfigureAwait(false);
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runOptions.ThreadOptions.Messages.Clear();
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threadId = thread.Id;
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}
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else if (threadRun is not null)
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{
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// There was an active run; we need to cancel it before starting a new run.
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await _client!.Runs.CancelRunAsync(threadId, threadRun.Id, cancellationToken).ConfigureAwait(false);
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threadRun = null;
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}
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// Now create a new run and stream the results.
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updates = _client!.Runs.CreateRunStreamingAsync(
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threadId: threadId,
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agentId: _agentId,
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overrideModelName: runOptions.OverrideModelName,
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overrideInstructions: runOptions.OverrideInstructions,
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additionalInstructions: null,
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additionalMessages: runOptions.ThreadOptions.Messages,
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overrideTools: runOptions.OverrideTools,
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temperature: runOptions.Temperature,
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topP: runOptions.TopP,
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maxPromptTokens: runOptions.MaxPromptTokens,
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maxCompletionTokens: runOptions.MaxCompletionTokens,
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truncationStrategy: runOptions.TruncationStrategy,
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toolChoice: runOptions.ToolChoice,
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responseFormat: runOptions.ResponseFormat,
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parallelToolCalls: runOptions.ParallelToolCalls,
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metadata: runOptions.Metadata,
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cancellationToken);
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}
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// Process each update.
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string? responseId = null;
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await foreach (StreamingUpdate? update in updates.ConfigureAwait(false))
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{
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switch (update)
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{
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case ThreadUpdate tu:
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threadId ??= tu.Value.Id;
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goto default;
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case RunUpdate ru:
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threadId ??= ru.Value.ThreadId;
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responseId ??= ru.Value.Id;
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ChatResponseUpdate ruUpdate = new()
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{
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AuthorName = ru.Value.AssistantId,
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ConversationId = threadId,
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CreatedAt = ru.Value.CreatedAt,
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MessageId = responseId,
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ModelId = ru.Value.Model,
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RawRepresentation = ru,
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ResponseId = responseId,
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Role = ChatRole.Assistant,
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};
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if (ru.Value.Usage is { } usage)
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{
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ruUpdate.Contents.Add(new UsageContent(new()
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{
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InputTokenCount = usage.PromptTokens,
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OutputTokenCount = usage.CompletionTokens,
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TotalTokenCount = usage.TotalTokens,
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}));
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}
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if (ru is RequiredActionUpdate rau && rau.ToolCallId is string toolCallId && rau.FunctionName is string functionName)
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{
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ruUpdate.Contents.Add(
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new FunctionCallContent(
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JsonSerializer.Serialize([ru.Value.Id, toolCallId], AgentsChatClientJsonContext.Default.StringArray),
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functionName,
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JsonSerializer.Deserialize(rau.FunctionArguments, AgentsChatClientJsonContext.Default.IDictionaryStringObject)!));
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}
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yield return ruUpdate;
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break;
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case MessageContentUpdate mcu:
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yield return new(mcu.Role == MessageRole.User ? ChatRole.User : ChatRole.Assistant, mcu.Text)
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{
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ConversationId = threadId,
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MessageId = responseId,
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RawRepresentation = mcu,
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ResponseId = responseId,
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};
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break;
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default:
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yield return new ChatResponseUpdate
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{
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ConversationId = threadId,
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MessageId = responseId,
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RawRepresentation = update,
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ResponseId = responseId,
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Role = ChatRole.Assistant,
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};
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break;
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}
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}
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}
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/// <inheritdoc />
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public void Dispose() { }
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/// <summary>
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/// Creates the <see cref="ThreadAndRunOptions"/> to use for the request and extracts any function result contents
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/// that need to be submitted as tool results.
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/// </summary>
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private async ValueTask<(ThreadAndRunOptions RunOptions, List<FunctionResultContent>? ToolResults)> CreateRunOptionsAsync(
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IEnumerable<ChatMessage> messages, ChatOptions? options, CancellationToken cancellationToken)
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{
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// Create the options instance to populate, either a fresh or using one the caller provides.
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ThreadAndRunOptions runOptions =
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options?.RawRepresentationFactory?.Invoke(this) as ThreadAndRunOptions ??
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new();
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// Load details about the agent if not already loaded.
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if (_agent is null)
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{
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PersistentAgent agent = await _client!.Administration.GetAgentAsync(_agentId, cancellationToken).ConfigureAwait(false);
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Interlocked.CompareExchange(ref _agent, agent, null);
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}
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// Populate the run options from the ChatOptions, if provided.
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if (options is not null)
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{
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runOptions.MaxCompletionTokens ??= options.MaxOutputTokens;
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runOptions.OverrideModelName ??= options.ModelId;
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runOptions.TopP ??= options.TopP;
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runOptions.Temperature ??= options.Temperature;
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runOptions.ParallelToolCalls ??= options.AllowMultipleToolCalls;
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// Ignored: options.TopK, options.FrequencyPenalty, options.Seed, options.StopSequences
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if (options.Tools is { Count: > 0 } tools)
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{
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List<ToolDefinition> toolDefinitions = [];
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ToolResources? toolResources = null;
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// If the caller has provided any tool overrides, we'll assume they don't want to use the agent's tools.
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// But if they haven't, the only way we can provide our tools is via an override, whereas we'd really like to
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// just add them. To handle that, we'll get all of the agent's tools and add them to the override list
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// along with our tools.
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if (runOptions.OverrideTools is null || !runOptions.OverrideTools.Any())
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{
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toolDefinitions.AddRange(_agent.Tools);
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}
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// The caller can provide tools in the supplied ThreadAndRunOptions.
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if (runOptions.OverrideTools is not null)
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{
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toolDefinitions.AddRange(runOptions.OverrideTools);
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}
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// Now add the tools from ChatOptions.Tools.
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foreach (AITool tool in tools)
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{
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switch (tool)
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{
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case AIFunction aiFunction:
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toolDefinitions.Add(new FunctionToolDefinition(
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aiFunction.Name,
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aiFunction.Description,
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BinaryData.FromBytes(JsonSerializer.SerializeToUtf8Bytes(aiFunction.JsonSchema, AgentsChatClientJsonContext.Default.JsonElement))));
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break;
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case NewHostedCodeInterpreterTool codeTool:
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toolDefinitions.Add(new CodeInterpreterToolDefinition());
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if (codeTool.Inputs is { Count: > 0 })
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{
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foreach (var input in codeTool.Inputs)
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{
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switch (input)
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{
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case HostedFileContent hostedFile:
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// If the input is a HostedFileContent, we can use its ID directly.
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(toolResources ??= new() { CodeInterpreter = new() }).CodeInterpreter.FileIds.Add(hostedFile.FileId);
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break;
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}
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}
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}
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break;
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case NewHostedFileSearchTool fileSearchTool:
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toolDefinitions.Add(new FileSearchToolDefinition());
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if (fileSearchTool.Inputs is { Count: > 0 })
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{
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foreach (var input in fileSearchTool.Inputs)
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{
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switch (input)
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{
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case HostedVectorStoreContent hostedVectorStore:
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// If the input is a HostedFileContent, we can use its ID directly.
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(toolResources ??= new() { FileSearch = new() }).FileSearch.VectorStoreIds.Add(hostedVectorStore.VectorStoreId);
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break;
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}
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}
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}
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break;
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case HostedWebSearchTool webSearch when webSearch.AdditionalProperties?.TryGetValue("connectionId", out object? connectionId) is true:
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toolDefinitions.Add(new BingGroundingToolDefinition(new BingGroundingSearchToolParameters([new BingGroundingSearchConfiguration(connectionId!.ToString())])));
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break;
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}
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}
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if (toolDefinitions.Count > 0)
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{
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runOptions.OverrideTools = toolDefinitions;
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}
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if (toolResources is not null)
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{
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runOptions.ToolResources = toolResources;
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}
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}
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// Store the tool mode, if relevant.
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if (runOptions.ToolChoice is null)
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{
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switch (options.ToolMode)
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{
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case NoneChatToolMode:
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runOptions.ToolChoice = BinaryData.FromString("none");
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break;
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case RequiredChatToolMode required:
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runOptions.ToolChoice = required.RequiredFunctionName is string functionName ?
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BinaryData.FromString($$"""{"type": "function", "function": {"name": "{{functionName}}"} }""") :
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BinaryData.FromString("required");
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break;
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}
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}
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// Store the response format, if relevant.
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if (runOptions.ResponseFormat is null)
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{
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if (options.ResponseFormat is ChatResponseFormatJson jsonFormat)
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{
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runOptions.ResponseFormat = jsonFormat.Schema is { } schema ?
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BinaryData.FromBytes(JsonSerializer.SerializeToUtf8Bytes(new Dictionary<string, object?>()
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{
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["type"] = "json_schema",
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["json_schema"] = JsonSerializer.SerializeToNode(schema, AgentsChatClientJsonContext.Default.JsonNode),
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}, AgentsChatClientJsonContext.Default.JsonObject)) :
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BinaryData.FromString("""{ "type": "json_object" }""");
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}
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}
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}
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// Process ChatMessages. System messages are turned into additional instructions.
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// All other messages are added 1:1, treating assistant messages as agent messages
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// and everything else as user messages.
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StringBuilder? instructions = null;
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List<FunctionResultContent>? functionResults = null;
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runOptions.ThreadOptions ??= new();
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bool treatInstructionsAsOverride = false;
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if (runOptions.OverrideInstructions is not null)
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{
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treatInstructionsAsOverride = true;
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(instructions ??= new()).Append(runOptions.OverrideInstructions);
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}
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if (options?.Instructions is not null)
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{
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(instructions ??= new()).Append(options.Instructions);
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}
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foreach (ChatMessage chatMessage in messages)
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{
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List<MessageInputContentBlock> messageContents = [];
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if (chatMessage.Role == ChatRole.System ||
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chatMessage.Role == new ChatRole("developer"))
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{
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instructions ??= new();
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foreach (TextContent textContent in chatMessage.Contents.OfType<TextContent>())
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{
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_ = instructions.Append(textContent);
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}
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continue;
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}
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foreach (AIContent content in chatMessage.Contents)
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{
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switch (content)
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{
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case TextContent text:
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messageContents.Add(new MessageInputTextBlock(text.Text));
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break;
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case DataContent image when image.HasTopLevelMediaType("image"):
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messageContents.Add(new MessageInputImageUriBlock(new MessageImageUriParam(image.Uri)));
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break;
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case UriContent image when image.HasTopLevelMediaType("image"):
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messageContents.Add(new MessageInputImageUriBlock(new MessageImageUriParam(image.Uri.AbsoluteUri)));
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break;
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case FunctionResultContent result:
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(functionResults ??= []).Add(result);
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break;
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default:
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if (content.RawRepresentation is MessageInputContentBlock rawContent)
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{
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messageContents.Add(rawContent);
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}
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break;
|
||||
}
|
||||
}
|
||||
|
||||
if (messageContents.Count > 0)
|
||||
{
|
||||
runOptions.ThreadOptions.Messages.Add(new ThreadMessageOptions(
|
||||
chatMessage.Role == ChatRole.Assistant ? MessageRole.Agent : MessageRole.User,
|
||||
messageContents));
|
||||
}
|
||||
}
|
||||
|
||||
if (instructions is not null)
|
||||
{
|
||||
// If runOptions.OverrideInstructions was set by the caller, then all instructions are treated
|
||||
// as an override. Otherwise, we want all of the instructions to augment the agent's instructions,
|
||||
// so insert the agent's at the beginning.
|
||||
if (!treatInstructionsAsOverride && !string.IsNullOrEmpty(_agent.Instructions))
|
||||
{
|
||||
instructions.Insert(0, _agent.Instructions);
|
||||
}
|
||||
|
||||
runOptions.OverrideInstructions = instructions.ToString();
|
||||
}
|
||||
|
||||
return (runOptions, functionResults);
|
||||
}
|
||||
|
||||
/// <summary>Convert <see cref="FunctionResultContent"/> instances to <see cref="ToolOutput"/> instances.</summary>
|
||||
/// <param name="toolResults">The tool results to process.</param>
|
||||
/// <param name="toolOutputs">The generated list of tool outputs, if any could be created.</param>
|
||||
/// <returns>The run ID associated with the corresponding function call requests.</returns>
|
||||
private static string? ConvertFunctionResultsToToolOutput(List<FunctionResultContent>? toolResults, out List<ToolOutput>? toolOutputs)
|
||||
{
|
||||
string? runId = null;
|
||||
toolOutputs = null;
|
||||
if (toolResults?.Count > 0)
|
||||
{
|
||||
foreach (FunctionResultContent frc in toolResults)
|
||||
{
|
||||
// When creating the FunctionCallContext, we created it with a CallId == [runId, callId].
|
||||
// We need to extract the run ID and ensure that the ToolOutput we send back to Azure
|
||||
// is only the call ID.
|
||||
string[]? runAndCallIDs;
|
||||
try
|
||||
{
|
||||
runAndCallIDs = JsonSerializer.Deserialize(frc.CallId, AgentsChatClientJsonContext.Default.StringArray);
|
||||
}
|
||||
catch
|
||||
{
|
||||
continue;
|
||||
}
|
||||
|
||||
if (runAndCallIDs is null ||
|
||||
runAndCallIDs.Length != 2 ||
|
||||
string.IsNullOrWhiteSpace(runAndCallIDs[0]) || // run ID
|
||||
string.IsNullOrWhiteSpace(runAndCallIDs[1]) || // call ID
|
||||
(runId is not null && runId != runAndCallIDs[0]))
|
||||
{
|
||||
continue;
|
||||
}
|
||||
|
||||
runId = runAndCallIDs[0];
|
||||
(toolOutputs ??= []).Add(new(runAndCallIDs[1], frc.Result?.ToString() ?? string.Empty));
|
||||
}
|
||||
}
|
||||
|
||||
return runId;
|
||||
}
|
||||
|
||||
[JsonSerializable(typeof(JsonElement))]
|
||||
[JsonSerializable(typeof(JsonNode))]
|
||||
[JsonSerializable(typeof(JsonObject))]
|
||||
[JsonSerializable(typeof(string[]))]
|
||||
[JsonSerializable(typeof(IDictionary<string, object>))]
|
||||
private sealed partial class AgentsChatClientJsonContext : JsonSerializerContext;
|
||||
}
|
||||
}
|
||||
+41
@@ -0,0 +1,41 @@
|
||||
// Copyright (c) Microsoft. All rights reserved.
|
||||
|
||||
using System.Diagnostics;
|
||||
using Microsoft.Shared.Diagnostics;
|
||||
|
||||
namespace Microsoft.Extensions.AI;
|
||||
|
||||
/// <summary>
|
||||
/// Represents a file that is hosted by the AI service.
|
||||
/// </summary>
|
||||
/// <remarks>
|
||||
/// Unlike <see cref="DataContent"/> which contains the data for a file or blob, this class represents a file that is hosted
|
||||
/// by the AI service and referenced by an identifier. Such identifiers are specific to the provider.
|
||||
/// </remarks>
|
||||
[DebuggerDisplay("FileId = {FileId}")]
|
||||
public sealed class HostedFileContent : AIContent
|
||||
{
|
||||
private string _fileId;
|
||||
|
||||
/// <summary>
|
||||
/// Initializes a new instance of the <see cref="HostedFileContent"/> class.
|
||||
/// </summary>
|
||||
/// <param name="fileId">The ID of the hosted file.</param>
|
||||
/// <exception cref="ArgumentNullException"><paramref name="fileId"/> is <see langword="null"/>.</exception>
|
||||
/// <exception cref="ArgumentException"><paramref name="fileId"/> is empty or composed entirely of whitespace.</exception>
|
||||
public HostedFileContent(string fileId)
|
||||
{
|
||||
_fileId = Throw.IfNullOrWhitespace(fileId);
|
||||
}
|
||||
|
||||
/// <summary>
|
||||
/// Gets or sets the ID of the hosted file.
|
||||
/// </summary>
|
||||
/// <exception cref="ArgumentNullException"><paramref name="value"/> is <see langword="null"/>.</exception>
|
||||
/// <exception cref="ArgumentException"><paramref name="value"/> is empty or composed entirely of whitespace.</exception>
|
||||
public string FileId
|
||||
{
|
||||
get => _fileId;
|
||||
set => _fileId = Throw.IfNullOrWhitespace(value);
|
||||
}
|
||||
}
|
||||
+41
@@ -0,0 +1,41 @@
|
||||
// Copyright (c) Microsoft. All rights reserved.
|
||||
|
||||
using System.Diagnostics;
|
||||
using Microsoft.Shared.Diagnostics;
|
||||
|
||||
namespace Microsoft.Extensions.AI;
|
||||
|
||||
/// <summary>
|
||||
/// Represents a vector store that is hosted by the AI service.
|
||||
/// </summary>
|
||||
/// <remarks>
|
||||
/// Unlike <see cref="DataContent"/> which contains the data for a file or blob, this class represents a vector store that is hosted
|
||||
/// by the AI service and referenced by an identifier. Such identifiers are specific to the provider.
|
||||
/// </remarks>
|
||||
[DebuggerDisplay("VectorStoreId = {VectorStoreId}")]
|
||||
public sealed class HostedVectorStoreContent : AIContent
|
||||
{
|
||||
private string? _vectorStoreId;
|
||||
|
||||
/// <summary>
|
||||
/// Initializes a new instance of the <see cref="HostedVectorStoreContent"/> class.
|
||||
/// </summary>
|
||||
/// <param name="vectorStoreId">The ID of the hosted vector store.</param>
|
||||
/// <exception cref="ArgumentNullException"><paramref name="vectorStoreId"/> is <see langword="null"/>.</exception>
|
||||
/// <exception cref="ArgumentException"><paramref name="vectorStoreId"/> is empty or composed entirely of whitespace.</exception>
|
||||
public HostedVectorStoreContent(string vectorStoreId)
|
||||
{
|
||||
_vectorStoreId = Throw.IfNullOrWhitespace(vectorStoreId);
|
||||
}
|
||||
|
||||
/// <summary>
|
||||
/// Gets or sets the ID of the hosted vector store.
|
||||
/// </summary>
|
||||
/// <exception cref="ArgumentNullException"><paramref name="value"/> is <see langword="null"/>.</exception>
|
||||
/// <exception cref="ArgumentException"><paramref name="value"/> is empty or composed entirely of whitespace.</exception>
|
||||
public string VectorStoreId
|
||||
{
|
||||
get => _vectorStoreId ?? string.Empty;
|
||||
set => _vectorStoreId = Throw.IfNullOrWhitespace(value);
|
||||
}
|
||||
}
|
||||
+8
-25
@@ -1,8 +1,6 @@
|
||||
// Copyright (c) Microsoft. All rights reserved.
|
||||
|
||||
using Microsoft.Extensions.AI;
|
||||
|
||||
namespace OpenAI.Assistants;
|
||||
namespace Microsoft.Extensions.AI;
|
||||
|
||||
/// <summary>
|
||||
/// Proposal for abstraction updates based on the common code interpreter tool properties.
|
||||
@@ -10,26 +8,11 @@ namespace OpenAI.Assistants;
|
||||
/// </summary>
|
||||
public class NewHostedCodeInterpreterTool : HostedCodeInterpreterTool
|
||||
{
|
||||
// Usage of an internal dictionary is temporary and only used here because the MEAI.Abstractions does not have this specialization yet and the
|
||||
// ChatClients must rely on the AdditionalProperties to check and set correctly the Code Interpreter Resource avoiding a customized RawRepresentationFactory implementation.
|
||||
private readonly Dictionary<string, object?> _additionalProperties = [];
|
||||
|
||||
/// <summary>Gets or sets the list of file IDs that the code interpreter tool can access.</summary>
|
||||
public IList<string> FileIds
|
||||
{
|
||||
get
|
||||
{
|
||||
// Only create the property in the dictionary when it is actually used
|
||||
if (!this._additionalProperties.TryGetValue("fileIds", out var value) || value is null)
|
||||
{
|
||||
value = new List<string>();
|
||||
this._additionalProperties["fileIds"] = value;
|
||||
}
|
||||
|
||||
return (IList<string>)value;
|
||||
}
|
||||
}
|
||||
|
||||
/// <inheritdoc/>
|
||||
public override IReadOnlyDictionary<string, object?> AdditionalProperties => this._additionalProperties;
|
||||
/// <summary>Gets or sets a collection of <see cref="AIContent"/> to be used as input to the code interpreter tool.</summary>
|
||||
/// <remarks>
|
||||
/// Services support different varied kinds of inputs. Most support the IDs of files that are hosted by the service,
|
||||
/// represented via <see cref="HostedFileContent"/>. Some also support binary data, represented via <see cref="DataContent"/>.
|
||||
/// Unsupported inputs will be ignored by the <see cref="IChatClient"/> to which the tool is passed.
|
||||
/// </remarks>
|
||||
public IList<AIContent>? Inputs { get; set; }
|
||||
}
|
||||
|
||||
+18
@@ -0,0 +1,18 @@
|
||||
// Copyright (c) Microsoft. All rights reserved.
|
||||
|
||||
namespace Microsoft.Extensions.AI;
|
||||
|
||||
/// <summary>
|
||||
/// Proposal for abstraction updates based on the common file search tool properties.
|
||||
/// This provides a standardized interface for file search functionality across providers.
|
||||
/// </summary>
|
||||
public class NewHostedFileSearchTool : AITool
|
||||
{
|
||||
/// <summary>Gets or sets a collection of <see cref="AIContent"/> to be used as input to the code interpreter tool.</summary>
|
||||
/// <remarks>
|
||||
/// Services support different varied kinds of inputs. Most support the IDs of vector stores that are hosted by the service,
|
||||
/// represented via <see cref="HostedVectorStoreContent"/>. Some also support binary data, represented via <see cref="DataContent"/>.
|
||||
/// Unsupported inputs will be ignored by the <see cref="IChatClient"/> to which the tool is passed.
|
||||
/// </remarks>
|
||||
public IList<AIContent>? Inputs { get; set; }
|
||||
}
|
||||
+108
-6
@@ -80,6 +80,74 @@ public sealed class NewOpenAIAssistantChatClient : IChatClient
|
||||
IEnumerable<ChatMessage> messages, ChatOptions? options = null, CancellationToken cancellationToken = default) =>
|
||||
GetStreamingResponseAsync(messages, options, cancellationToken).ToChatResponseAsync(cancellationToken);
|
||||
|
||||
private ToolResources? CreateToolResources(ChatOptions? options)
|
||||
{
|
||||
if (options is null)
|
||||
{
|
||||
return null;
|
||||
}
|
||||
|
||||
if (options.Tools is { Count: > 0 } tools)
|
||||
{
|
||||
FileSearchToolResources? fileSearchResources = null;
|
||||
CodeInterpreterToolResources? codeInterpreterResources = null;
|
||||
// The caller can provide tools in the supplied ThreadAndRunOptions. Augment it with any supplied via ChatOptions.Tools.
|
||||
foreach (AITool tool in tools)
|
||||
{
|
||||
switch (tool)
|
||||
{
|
||||
case NewHostedCodeInterpreterTool codeTool:
|
||||
|
||||
if (codeTool.Inputs is { Count: > 0 })
|
||||
{
|
||||
codeInterpreterResources ??= new();
|
||||
foreach (var input in codeTool.Inputs)
|
||||
{
|
||||
switch (input)
|
||||
{
|
||||
case HostedFileContent fileContent:
|
||||
// Use the file ID from the HostedFileContent.
|
||||
codeInterpreterResources.FileIds.Add(fileContent.FileId);
|
||||
break;
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
break;
|
||||
|
||||
case NewHostedFileSearchTool fileSearchTool:
|
||||
|
||||
// Handle file IDs for file search tool
|
||||
if (fileSearchTool.Inputs is { Count: > 0 })
|
||||
{
|
||||
fileSearchResources ??= new();
|
||||
|
||||
foreach (var input in fileSearchTool.Inputs)
|
||||
{
|
||||
switch (input)
|
||||
{
|
||||
case HostedVectorStoreContent vectorStoreContent:
|
||||
// Use the vector store ID from the HostedVectorStoreContent.
|
||||
fileSearchResources.VectorStoreIds.Add(vectorStoreContent.VectorStoreId);
|
||||
break;
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
break;
|
||||
}
|
||||
}
|
||||
|
||||
return new ToolResources
|
||||
{
|
||||
CodeInterpreter = codeInterpreterResources,
|
||||
FileSearch = fileSearchResources,
|
||||
};
|
||||
}
|
||||
|
||||
return null;
|
||||
}
|
||||
|
||||
/// <inheritdoc />
|
||||
public async IAsyncEnumerable<ChatResponseUpdate> GetStreamingResponseAsync(
|
||||
IEnumerable<ChatMessage> messages, ChatOptions? options = null, [EnumeratorCancellation] CancellationToken cancellationToken = default)
|
||||
@@ -132,7 +200,11 @@ public sealed class NewOpenAIAssistantChatClient : IChatClient
|
||||
if (threadId is null)
|
||||
{
|
||||
// No thread ID was provided, so create a new thread.
|
||||
ThreadCreationOptions threadCreationOptions = new();
|
||||
ThreadCreationOptions threadCreationOptions = new()
|
||||
{
|
||||
ToolResources = CreateToolResources(options)
|
||||
};
|
||||
|
||||
foreach (var message in runOptions.AdditionalMessages)
|
||||
{
|
||||
threadCreationOptions.InitialMessages.Add(message);
|
||||
@@ -303,18 +375,48 @@ public sealed class NewOpenAIAssistantChatClient : IChatClient
|
||||
runOptions.ToolsOverride.Add(ToOpenAIAssistantsFunctionToolDefinition(aiFunction, options));
|
||||
break;
|
||||
|
||||
case HostedCodeInterpreterTool:
|
||||
case NewHostedCodeInterpreterTool codeTool:
|
||||
var codeInterpreterToolDefinition = new CodeInterpreterToolDefinition();
|
||||
runOptions.ToolsOverride.Add(codeInterpreterToolDefinition);
|
||||
|
||||
// Once available, HostedCodeInterpreterTool.FileIds property will be used instead of the AdditionalProperties.
|
||||
if (tool.AdditionalProperties.TryGetValue("fileIds", out object? fileIdsObject) && fileIdsObject is IEnumerable<string> fileIds)
|
||||
if (codeTool.Inputs is { Count: > 0 })
|
||||
{
|
||||
var threadInitializationMessage = new ThreadInitializationMessage(OpenAI.Assistants.MessageRole.User, [OpenAI.Assistants.MessageContent.FromText("attachments")]);
|
||||
|
||||
foreach (var fileId in fileIds)
|
||||
foreach (var input in codeTool.Inputs)
|
||||
{
|
||||
threadInitializationMessage.Attachments.Add(new(fileId, [codeInterpreterToolDefinition]));
|
||||
switch (input)
|
||||
{
|
||||
case HostedFileContent fileContent:
|
||||
// Use the file ID from the HostedFileContent.
|
||||
threadInitializationMessage.Attachments.Add(new(fileContent.FileId, [codeInterpreterToolDefinition]));
|
||||
break;
|
||||
}
|
||||
}
|
||||
|
||||
runOptions.AdditionalMessages.Add(threadInitializationMessage);
|
||||
}
|
||||
|
||||
break;
|
||||
|
||||
case NewHostedFileSearchTool fileSearchTool:
|
||||
var fileSearchToolDefinition = new FileSearchToolDefinition();
|
||||
runOptions.ToolsOverride.Add(fileSearchToolDefinition);
|
||||
|
||||
// Handle file IDs for file search tool
|
||||
if (fileSearchTool.Inputs is { Count: > 0 })
|
||||
{
|
||||
var threadInitializationMessage = new ThreadInitializationMessage(OpenAI.Assistants.MessageRole.User, [OpenAI.Assistants.MessageContent.FromText("file search attachments")]);
|
||||
|
||||
foreach (var input in fileSearchTool.Inputs)
|
||||
{
|
||||
switch (input)
|
||||
{
|
||||
case HostedFileContent fileContent:
|
||||
// Use the file ID from the HostedFileContent.
|
||||
threadInitializationMessage.Attachments.Add(new(fileContent.FileId, [fileSearchToolDefinition]));
|
||||
break;
|
||||
}
|
||||
}
|
||||
|
||||
runOptions.AdditionalMessages.Add(threadInitializationMessage);
|
||||
|
||||
Binary file not shown.
+7
-5
@@ -3,9 +3,9 @@
|
||||
using System.Text;
|
||||
using Azure.AI.Agents.Persistent;
|
||||
using Azure.Identity;
|
||||
using Microsoft.Extensions.AI;
|
||||
using Microsoft.Extensions.AI.Agents;
|
||||
using Microsoft.Shared.Samples;
|
||||
using OpenAI.Assistants;
|
||||
using OpenAI.Files;
|
||||
|
||||
namespace Steps;
|
||||
@@ -21,8 +21,10 @@ public sealed class Step03_ChatClientAgent_UsingCodeInterpreterTools(ITestOutput
|
||||
[InlineData(ChatClientProviders.OpenAIAssistant)]
|
||||
public async Task RunningWithFileReferenceAsync(ChatClientProviders provider)
|
||||
{
|
||||
var codeInterpreterTool = new NewHostedCodeInterpreterTool();
|
||||
codeInterpreterTool.FileIds.Add(await UploadFileAsync("Resources/groceries.txt", provider));
|
||||
var codeInterpreterTool = new NewHostedCodeInterpreterTool()
|
||||
{
|
||||
Inputs = [new HostedFileContent(await UploadFileAsync("Resources/groceries.txt", provider))]
|
||||
};
|
||||
|
||||
var agentOptions = new ChatClientAgentOptions(
|
||||
name: "HelpfulAssistant",
|
||||
@@ -51,9 +53,9 @@ public sealed class Step03_ChatClientAgent_UsingCodeInterpreterTools(ITestOutput
|
||||
assistantOutput.Append(update.Text);
|
||||
}
|
||||
|
||||
if (update.RawRepresentation is not null)
|
||||
if (update.RawRepresentation is ChatResponseUpdate chatUpdate && chatUpdate.RawRepresentation is not null)
|
||||
{
|
||||
codeInterpreterOutput.Append(GetCodeInterpreterOutput(update.RawRepresentation, provider));
|
||||
codeInterpreterOutput.Append(GetCodeInterpreterOutput(chatUpdate.RawRepresentation, provider));
|
||||
}
|
||||
}
|
||||
|
||||
|
||||
@@ -0,0 +1,136 @@
|
||||
// Copyright (c) Microsoft. All rights reserved.
|
||||
|
||||
using System.Text;
|
||||
using Azure.AI.Agents.Persistent;
|
||||
using Azure.Identity;
|
||||
using Microsoft.Extensions.AI;
|
||||
using Microsoft.Extensions.AI.Agents;
|
||||
using Microsoft.Shared.Samples;
|
||||
using OpenAI.Files;
|
||||
using OpenAI.VectorStores;
|
||||
|
||||
namespace Steps;
|
||||
|
||||
/// <summary>
|
||||
/// Demonstrates how to use <see cref="ChatClientAgent"/> with file search tools and file references.
|
||||
/// Shows uploading files to different providers and using them with file search capabilities to retrieve and analyze information from documents.
|
||||
/// </summary>
|
||||
public sealed class Step04_ChatClientAgent_UsingFileSearchTools(ITestOutputHelper output) : AgentSample(output)
|
||||
{
|
||||
[Theory]
|
||||
[InlineData(ChatClientProviders.AzureAIAgentsPersistent)]
|
||||
[InlineData(ChatClientProviders.OpenAIAssistant)]
|
||||
public async Task RunningWithFileReferenceAsync(ChatClientProviders provider)
|
||||
{
|
||||
// Upload a file to the specified provider.
|
||||
var fileId = await UploadFileAsync("Resources/employees.pdf", provider);
|
||||
|
||||
// Create a vector store for the uploaded file to enable file search capabilities.
|
||||
var vectorStoreId = await CreateVectorStoreAsync([fileId], provider);
|
||||
|
||||
// Create a file search tool that can access the vector store.
|
||||
var fileSearchTool = new NewHostedFileSearchTool()
|
||||
{
|
||||
Inputs = [new HostedVectorStoreContent(vectorStoreId)],
|
||||
};
|
||||
|
||||
var agentOptions = new ChatClientAgentOptions
|
||||
{
|
||||
Name = "FileSearchAssistant",
|
||||
Instructions = "You are a helpful assistant that can search through uploaded documents to answer questions. Use the file search tool to find relevant information from the uploaded files.",
|
||||
ChatOptions = new() { Tools = [fileSearchTool] }
|
||||
};
|
||||
|
||||
// Create the server-side agent Id when applicable (depending on the provider).
|
||||
agentOptions.Id = await base.AgentCreateAsync(provider, agentOptions);
|
||||
|
||||
using var chatClient = base.GetChatClient(provider, agentOptions);
|
||||
|
||||
ChatClientAgent agent = new(chatClient, agentOptions);
|
||||
|
||||
var thread = agent.GetNewThread();
|
||||
|
||||
// Prompt which allows to verify that the file search functionality works correctly with the uploaded document.
|
||||
const string Prompt = "Who is the youngest employee?";
|
||||
|
||||
var assistantOutput = new StringBuilder();
|
||||
|
||||
await foreach (var update in agent.RunStreamingAsync(Prompt, thread))
|
||||
{
|
||||
if (!string.IsNullOrWhiteSpace(update.Text))
|
||||
{
|
||||
assistantOutput.Append(update.Text);
|
||||
}
|
||||
}
|
||||
|
||||
Console.WriteLine("Assistant Output:");
|
||||
Console.WriteLine(assistantOutput.ToString());
|
||||
|
||||
// Clean up the server-side agent after use when applicable (depending on the provider).
|
||||
await base.AgentCleanUpAsync(provider, agent, thread);
|
||||
}
|
||||
|
||||
#region private
|
||||
|
||||
/// <summary>
|
||||
/// Uploads a file to the specified chat client provider and returns the file ID.
|
||||
/// </summary>
|
||||
/// <param name="filePath">Path to the file to be uploaded.</param>
|
||||
/// <param name="provider">The chat client provider to use for uploading the file.</param>
|
||||
/// <returns>The ID of the uploaded file.</returns>
|
||||
/// <exception cref="NotSupportedException"></exception>
|
||||
private async Task<string> UploadFileAsync(string filePath, ChatClientProviders provider)
|
||||
{
|
||||
switch (provider)
|
||||
{
|
||||
case ChatClientProviders.OpenAIAssistant:
|
||||
var fileClient = new OpenAIFileClient(TestConfiguration.OpenAI.ApiKey);
|
||||
OpenAIFile openAIFileInfo = await fileClient.UploadFileAsync(filePath, FileUploadPurpose.Assistants);
|
||||
|
||||
return openAIFileInfo.Id;
|
||||
case ChatClientProviders.AzureAIAgentsPersistent:
|
||||
var persistentAgentsClient = new PersistentAgentsClient(TestConfiguration.AzureAI.Endpoint, new AzureCliCredential());
|
||||
PersistentAgentFileInfo persistentAgentFileInfo = await persistentAgentsClient.Files.UploadFileAsync(filePath, PersistentAgentFilePurpose.Agents);
|
||||
|
||||
return persistentAgentFileInfo.Id;
|
||||
|
||||
default:
|
||||
throw new NotSupportedException($"Client provider {provider} is not supported.");
|
||||
}
|
||||
}
|
||||
|
||||
private Task<string> CreateVectorStoreAsync(IEnumerable<string> fileIds, ChatClientProviders provider)
|
||||
{
|
||||
switch (provider)
|
||||
{
|
||||
case ChatClientProviders.OpenAIAssistant:
|
||||
return CreateVectorStoreOpenAIAssistantAsync(fileIds);
|
||||
case ChatClientProviders.AzureAIAgentsPersistent:
|
||||
return CreateVectorStoreAzureAIAgentsPersistentAsync(fileIds);
|
||||
default:
|
||||
throw new NotSupportedException($"Client provider {provider} is not supported.");
|
||||
}
|
||||
}
|
||||
|
||||
private async Task<string> CreateVectorStoreOpenAIAssistantAsync(IEnumerable<string> fileIds)
|
||||
{
|
||||
var vectorStoreClient = new VectorStoreClient(TestConfiguration.OpenAI.ApiKey);
|
||||
VectorStoreCreationOptions options = new();
|
||||
foreach (var fileId in fileIds)
|
||||
{
|
||||
options.FileIds.Add(fileId);
|
||||
}
|
||||
|
||||
var vectorStore = await vectorStoreClient.CreateVectorStoreAsync(waitUntilCompleted: true, options);
|
||||
return vectorStore.VectorStoreId;
|
||||
}
|
||||
|
||||
private async Task<string> CreateVectorStoreAzureAIAgentsPersistentAsync(IEnumerable<string> fileIds)
|
||||
{
|
||||
var client = new PersistentAgentsClient(TestConfiguration.AzureAI.Endpoint, new AzureCliCredential());
|
||||
var vectorStore = await client.VectorStores.CreateVectorStoreAsync(fileIds);
|
||||
return vectorStore.Value.Id;
|
||||
}
|
||||
|
||||
#endregion
|
||||
}
|
||||
Reference in New Issue
Block a user