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Rename AI Agent packages to use Microsoft.Agents.AI (#913)
* Rename AI Agent packages to use Microsoft.Agents.AI * Fix for build * Fix formatting * Fix formatting * Ignore in VSTHRD200 in migration samples * Ignore in VSTHRD200 in migration samples * Add some missing projects and run format * Fix build errors * Address code review feedback * Fix merge issues --------- Co-authored-by: Mark Wallace <markwallace@microsoft.com>
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// Copyright (c) Microsoft. All rights reserved.
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using System.ClientModel;
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using OpenAI.Chat;
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namespace Microsoft.Agents.AI.OpenAI.ChatClient;
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internal sealed class AsyncStreamingUpdateCollectionResult : AsyncCollectionResult<StreamingChatCompletionUpdate>
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{
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private readonly IAsyncEnumerable<AgentRunResponseUpdate> _updates;
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internal AsyncStreamingUpdateCollectionResult(IAsyncEnumerable<AgentRunResponseUpdate> updates)
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{
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this._updates = updates;
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}
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public override ContinuationToken? GetContinuationToken(ClientResult page) => null;
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public override IAsyncEnumerable<ClientResult> GetRawPagesAsync() =>
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AsyncEnumerable.Repeat(ClientResult.FromValue(this._updates, new StreamingUpdatePipelineResponse(this._updates)), 1);
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protected override async IAsyncEnumerable<StreamingChatCompletionUpdate> GetValuesFromPageAsync(ClientResult page)
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{
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var updates = ((ClientResult<IAsyncEnumerable<AgentRunResponseUpdate>>)page).Value;
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await foreach (var update in updates.ConfigureAwait(false))
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{
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yield return update.AsStreamingChatCompletionUpdate();
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}
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}
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}
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@@ -0,0 +1,79 @@
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// Copyright (c) Microsoft. All rights reserved.
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using System.ClientModel.Primitives;
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namespace Microsoft.Agents.AI.OpenAI.ChatClient;
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internal sealed class StreamingUpdatePipelineResponse : PipelineResponse
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{
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/// <summary>
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/// Gets the HTTP status code. For streaming responses, this is typically 200.
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/// </summary>
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public override int Status => 200;
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/// <summary>
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/// Gets the reason phrase. For streaming responses, this is typically "OK".
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/// </summary>
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public override string ReasonPhrase => "OK";
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/// <summary>
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/// Streaming responses do not support direct content stream access.
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/// </summary>
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public override Stream? ContentStream
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{
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get => null;
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set { /* no-op */ }
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}
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/// <summary>
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/// Streaming responses do not support direct content access.
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/// </summary>
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public override BinaryData Content => BinaryData.FromString(string.Empty);
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/// <summary>
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/// Streaming responses do not have headers.
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/// </summary>
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protected override PipelineResponseHeaders HeadersCore => new EmptyPipelineResponseHeaders();
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/// <summary>
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/// Buffering content is not supported for streaming responses.
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/// </summary>
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public override BinaryData BufferContent(CancellationToken cancellationToken = default) =>
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throw new NotSupportedException("Buffering content is not supported for streaming responses.");
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/// <summary>
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/// Buffering content asynchronously is not supported for streaming responses.
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/// </summary>
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public override ValueTask<BinaryData> BufferContentAsync(CancellationToken cancellationToken = default) =>
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throw new NotSupportedException("Buffering content asynchronously is not supported for streaming responses.");
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/// <summary>
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/// Disposes resources. No resources to dispose for streaming response.
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/// </summary>
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public override void Dispose()
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{
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// No resources to dispose.
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}
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internal StreamingUpdatePipelineResponse(IAsyncEnumerable<AgentRunResponseUpdate> updates)
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{
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}
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private sealed class EmptyPipelineResponseHeaders : PipelineResponseHeaders
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{
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public override bool TryGetValue(string name, out string? value)
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{
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value = null;
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return false;
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}
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public override bool TryGetValues(string name, out IEnumerable<string>? values)
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{
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values = null;
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return false;
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}
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public override IEnumerator<KeyValuePair<string, string>> GetEnumerator()
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{
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yield break;
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}
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}
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}
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// Copyright (c) Microsoft. All rights reserved.
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using System.ClientModel;
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using Microsoft.Agents.AI;
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using Microsoft.Agents.AI.OpenAI.ChatClient;
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using Microsoft.Shared.Diagnostics;
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using OpenAI.Chat;
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namespace OpenAI;
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/// <summary>
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/// Provides extension methods for <see cref="AIAgent"/> to simplify interaction with OpenAI chat messages
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/// and return native OpenAI <see cref="ChatCompletion"/> responses.
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/// </summary>
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/// <remarks>
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/// These extensions bridge the gap between the Microsoft Extensions AI framework and the OpenAI SDK,
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/// allowing developers to work with native OpenAI types while leveraging the AI Agent framework.
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/// The methods handle the conversion between OpenAI chat message types and Microsoft Extensions AI types,
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/// and return OpenAI <see cref="ChatCompletion"/> objects directly from the agent's <see cref="AgentRunResponse"/>.
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/// </remarks>
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public static class AIAgentWithOpenAIExtensions
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{
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/// <summary>
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/// Runs the AI agent with a collection of OpenAI chat messages and returns the response as a native OpenAI <see cref="ChatCompletion"/>.
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/// </summary>
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/// <param name="agent">The AI agent to run.</param>
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/// <param name="messages">The collection of OpenAI chat messages to send to the agent.</param>
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/// <param name="thread">The conversation thread to continue with this invocation. If not provided, creates a new thread. The thread will be mutated with the provided messages and agent response.</param>
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/// <param name="options">Optional parameters for agent invocation.</param>
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/// <param name="cancellationToken">The <see cref="CancellationToken"/> to monitor for cancellation requests. The default is <see cref="CancellationToken.None"/>.</param>
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/// <returns>A <see cref="Task{ChatCompletion}"/> representing the asynchronous operation that returns a native OpenAI <see cref="ChatCompletion"/> response.</returns>
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/// <exception cref="ArgumentNullException">Thrown when <paramref name="agent"/> or <paramref name="messages"/> is <see langword="null"/>.</exception>
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/// <exception cref="ArgumentException">Thrown when the agent's response cannot be converted to a <see cref="ChatCompletion"/>, typically when the underlying representation is not an OpenAI response.</exception>
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/// <exception cref="NotSupportedException">Thrown when any message in <paramref name="messages"/> has a type that is not supported by the message conversion method.</exception>
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/// <remarks>
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/// This method converts the OpenAI chat messages to the Microsoft Extensions AI format using the appropriate conversion method,
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/// runs the agent with the converted message collection, and then extracts the native OpenAI <see cref="ChatCompletion"/> from the response using <see cref="AgentRunResponseExtensions.AsChatCompletion"/>.
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/// </remarks>
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public static async Task<ChatCompletion> RunAsync(this AIAgent agent, IEnumerable<ChatMessage> messages, AgentThread? thread = null, AgentRunOptions? options = null, CancellationToken cancellationToken = default)
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{
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Throw.IfNull(agent);
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Throw.IfNull(messages);
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var response = await agent.RunAsync([.. messages.AsChatMessages()], thread, options, cancellationToken).ConfigureAwait(false);
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return response.AsChatCompletion();
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}
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/// <summary>
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/// Runs the AI agent with a single OpenAI chat message and returns the response as collection of native OpenAI <see cref="StreamingChatCompletionUpdate"/>.
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/// </summary>
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/// <param name="agent">The AI agent to run.</param>
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/// <param name="messages">The collection of OpenAI chat messages to send to the agent.</param>
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/// <param name="thread">The conversation thread to continue with this invocation. If not provided, creates a new thread. The thread will be mutated with the provided message and agent response.</param>
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/// <param name="options">Optional parameters for agent invocation.</param>
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/// <param name="cancellationToken">The <see cref="CancellationToken"/> to monitor for cancellation requests. The default is <see cref="CancellationToken.None"/>.</param>
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/// <returns>A <see cref="Task{ChatCompletion}"/> representing the asynchronous operation that returns a native OpenAI <see cref="ChatCompletion"/> response.</returns>
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/// <exception cref="ArgumentNullException">Thrown when <paramref name="agent"/> or <paramref name="messages"/> is <see langword="null"/>.</exception>
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/// <exception cref="ArgumentException">Thrown when the agent's response cannot be converted to a <see cref="ChatCompletion"/>, typically when the underlying representation is not an OpenAI response.</exception>
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/// <exception cref="NotSupportedException">Thrown when the <paramref name="messages"/> type is not supported by the message conversion method.</exception>
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/// <remarks>
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/// This method converts the OpenAI chat messages to the Microsoft Extensions AI format using the appropriate conversion method,
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/// runs the agent, and then extracts the native OpenAI <see cref="ChatCompletion"/> from the response using <see cref="AgentRunResponseExtensions.AsChatCompletion"/>.
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/// </remarks>
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public static AsyncCollectionResult<StreamingChatCompletionUpdate> RunStreamingAsync(this AIAgent agent, IEnumerable<ChatMessage> messages, AgentThread? thread = null, AgentRunOptions? options = null, CancellationToken cancellationToken = default)
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{
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Throw.IfNull(agent);
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Throw.IfNull(messages);
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IAsyncEnumerable<AgentRunResponseUpdate> response = agent.RunStreamingAsync([.. messages.AsChatMessages()], thread, options, cancellationToken);
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return new AsyncStreamingUpdateCollectionResult(response);
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}
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}
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@@ -0,0 +1,52 @@
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// Copyright (c) Microsoft. All rights reserved.
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using Microsoft.Agents.AI;
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using Microsoft.Extensions.AI;
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using Microsoft.Shared.Diagnostics;
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using OpenAI.Chat;
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namespace OpenAI;
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/// <summary>
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/// Provides extension methods for <see cref="AgentRunResponse"/> to extract native OpenAI response objects
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/// from the Microsoft Extensions AI Agent framework responses.
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/// </summary>
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/// <remarks>
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/// These extensions enable developers to access the underlying OpenAI SDK objects when working with
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/// AI agents that are backed by OpenAI services. The methods extract strongly-typed OpenAI responses
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/// from the <see cref="AgentRunResponse.RawRepresentation"/> property, providing a bridge between
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/// the Microsoft Extensions AI framework and the native OpenAI SDK types.
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/// </remarks>
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public static class AgentRunResponseExtensions
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{
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/// <summary>
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/// Extracts a native OpenAI <see cref="ChatCompletion"/> object from an <see cref="AgentRunResponse"/>.
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/// </summary>
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/// <param name="agentResponse">The agent response containing the raw OpenAI representation.</param>
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/// <returns>The native OpenAI <see cref="ChatCompletion"/> object.</returns>
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/// <exception cref="ArgumentNullException">Thrown when <paramref name="agentResponse"/> is <see langword="null"/>.</exception>
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/// <exception cref="ArgumentException">
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/// Thrown when the <see cref="AgentRunResponse.RawRepresentation"/> is not a <see cref="ChatCompletion"/> object.
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/// This typically occurs when the agent response was not generated by an OpenAI chat completion service
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/// or when the underlying representation has been modified or corrupted.
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/// </exception>
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/// <remarks>
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/// <para>
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/// This method provides access to the native OpenAI <see cref="ChatCompletion"/> object that was used
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/// to generate the agent response. This is useful when you need to access OpenAI-specific properties
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/// or metadata that are not exposed through the Microsoft Extensions AI abstractions.
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/// </para>
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/// </remarks>
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public static ChatCompletion AsChatCompletion(this AgentRunResponse agentResponse)
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{
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Throw.IfNull(agentResponse);
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if (agentResponse.RawRepresentation is ChatResponse chatResponse)
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{
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return chatResponse.RawRepresentation is ChatCompletion chatCompletion
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? chatCompletion
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: throw new ArgumentException("ChatResponse.RawRepresentation must be a ChatCompletion");
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}
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throw new ArgumentException("AgentRunResponse.RawRepresentation must be a ChatResponse");
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}
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}
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@@ -0,0 +1,52 @@
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// Copyright (c) Microsoft. All rights reserved.
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using Microsoft.Extensions.AI;
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using Microsoft.Shared.Diagnostics;
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using OpenAI.Chat;
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namespace Microsoft.Agents.AI;
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/// <summary>
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/// Provides extension methods for <see cref="AgentRunResponseUpdate"/> to extract native OpenAI response objects
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/// from the Microsoft Extensions AI Agent framework responses.
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/// </summary>
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/// <remarks>
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/// These extensions enable developers to access the underlying OpenAI SDK objects when working with
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/// AI agents that are backed by OpenAI services. The methods extract strongly-typed OpenAI responses
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/// from the <see cref="AgentRunResponseUpdate.RawRepresentation"/> property, providing a bridge between
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/// the Microsoft Extensions AI framework and the native OpenAI SDK types.
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/// </remarks>
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public static class AgentRunResponseUpdateExtensions
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{
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/// <summary>
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/// Extracts a native OpenAI <see cref="StreamingChatCompletionUpdate"/> object from an <see cref="AgentRunResponseUpdate"/>.
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/// </summary>
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/// <param name="agentResponseUpdate">The agent response containing the raw OpenAI representation.</param>
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/// <returns>The native OpenAI <see cref="StreamingChatCompletionUpdate"/> object.</returns>
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/// <exception cref="ArgumentNullException">Thrown when <paramref name="agentResponseUpdate"/> is <see langword="null"/>.</exception>
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/// <exception cref="ArgumentException">
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/// Thrown when the <see cref="AgentRunResponseUpdate.RawRepresentation"/> is not a <see cref="ChatResponseUpdate"/> object,
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/// or when the nested <see cref="ChatResponseUpdate.RawRepresentation"/> is not a <see cref="StreamingChatCompletionUpdate"/> object.
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/// This typically occurs when the agent response was not generated by an OpenAI streaming chat completion service
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/// or when the underlying representation has been modified or corrupted.
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/// </exception>
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/// <remarks>
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/// <para>
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/// This method provides access to the native OpenAI <see cref="StreamingChatCompletionUpdate"/> object that was used
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/// to generate the agent response. This is useful when you need to access OpenAI-specific properties
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/// or metadata that are not exposed through the Microsoft Extensions AI abstractions.
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/// </para>
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/// </remarks>
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public static StreamingChatCompletionUpdate AsStreamingChatCompletionUpdate(this AgentRunResponseUpdate agentResponseUpdate)
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{
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Throw.IfNull(agentResponseUpdate);
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if (agentResponseUpdate.RawRepresentation is ChatResponseUpdate chatResponseUpdate)
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{
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return chatResponseUpdate.RawRepresentation is StreamingChatCompletionUpdate streamingChatCompletionUpdate
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? streamingChatCompletionUpdate
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: throw new ArgumentException("ChatResponseUpdate.RawRepresentation must be a StreamingChatCompletionUpdate");
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}
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throw new ArgumentException("AgentRunResponseUpdate.RawRepresentation must be a ChatResponseUpdate");
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}
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}
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@@ -0,0 +1,60 @@
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// Copyright (c) Microsoft. All rights reserved.
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using System.ClientModel;
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using Microsoft.Agents.AI;
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using Microsoft.Extensions.AI;
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namespace OpenAI.Assistants;
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/// <summary>
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/// Provides extension methods for working with <see cref="ClientResult{Assistant}"/> where T is <see cref="Assistant"/>.
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/// </summary>
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public static class AssistantExtensions
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{
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/// <summary>
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/// Converts a <see cref="ClientResult{Assistant}"/> to a <see cref="ChatClientAgent"/>.
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/// </summary>
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/// <param name="assistantClientResult">The client result containing the assistant.</param>
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/// <param name="assistantClient">The assistant client.</param>
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/// <param name="chatOptions">Optional chat options.</param>
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/// <returns>A <see cref="ChatClientAgent"/> instance that can be used to perform operations on the assistant.</returns>
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public static ChatClientAgent AsAIAgent(this ClientResult<Assistant> assistantClientResult, AssistantClient assistantClient, ChatOptions? chatOptions = null)
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{
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if (assistantClientResult is null)
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{
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throw new ArgumentNullException(nameof(assistantClientResult));
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}
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return AsAIAgent(assistantClientResult.Value, assistantClient, chatOptions);
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}
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/// <summary>
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/// Converts an <see cref="Assistant"/> to a <see cref="ChatClientAgent"/>.
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/// </summary>
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/// <param name="assistantMetadata">The assistant metadata.</param>
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/// <param name="assistantClient">The assistant client.</param>
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/// <param name="chatOptions">Optional chat options.</param>
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/// <returns>A <see cref="ChatClientAgent"/> instance that can be used to perform operations on the assistant.</returns>
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public static ChatClientAgent AsAIAgent(this Assistant assistantMetadata, AssistantClient assistantClient, ChatOptions? chatOptions = null)
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{
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if (assistantMetadata is null)
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{
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throw new ArgumentNullException(nameof(assistantMetadata));
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}
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if (assistantClient is null)
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{
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throw new ArgumentNullException(nameof(assistantClient));
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}
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var chatClient = assistantClient.AsIChatClient(assistantMetadata.Id);
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return new ChatClientAgent(chatClient, options: new()
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{
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Id = assistantMetadata.Id,
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Name = assistantMetadata.Name,
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Description = assistantMetadata.Description,
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Instructions = assistantMetadata.Instructions,
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ChatOptions = chatOptions
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});
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}
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}
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@@ -0,0 +1,257 @@
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// Copyright (c) Microsoft. All rights reserved.
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using Microsoft.Agents.AI;
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using Microsoft.Extensions.AI;
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using Microsoft.Extensions.Logging;
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using Microsoft.Shared.Diagnostics;
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using OpenAI.Assistants;
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namespace OpenAI;
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/// <summary>
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/// Provides extension methods for OpenAI <see cref="AssistantClient"/>
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/// to simplify the creation of AI agents that work with OpenAI services.
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/// </summary>
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/// <remarks>
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/// These extensions bridge the gap between OpenAI SDK client objects and the Microsoft Extensions AI Agent framework,
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/// allowing developers to easily create AI agents that leverage OpenAI's chat completion and response services.
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/// The methods handle the conversion from OpenAI clients to <see cref="IChatClient"/> instances and then wrap them
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/// in <see cref="ChatClientAgent"/> objects that implement the <see cref="AIAgent"/> interface.
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/// </remarks>
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public static class OpenAIAssistantClientExtensions
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{
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/// <summary>
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/// Retrieves an existing server side agent, wrapped as a <see cref="ChatClientAgent"/> using the provided <see cref="AssistantClient"/>.
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/// </summary>
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/// <param name="assistantClient">The <see cref="AssistantClient"/> to create the <see cref="ChatClientAgent"/> with.</param>
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/// <param name="agentId">The ID of the server side agent to create a <see cref="ChatClientAgent"/> for.</param>
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/// <param name="chatOptions">Options that should apply to all runs of the agent.</param>
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/// <param name="cancellationToken">The <see cref="CancellationToken"/> to monitor for cancellation requests. The default is <see cref="CancellationToken.None"/>.</param>
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/// <returns>A <see cref="ChatClientAgent"/> instance that can be used to perform operations on the assistant agent.</returns>
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public static ChatClientAgent GetAIAgent(
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this AssistantClient assistantClient,
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string agentId,
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ChatOptions? chatOptions = null,
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CancellationToken cancellationToken = default)
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{
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if (assistantClient is null)
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{
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throw new ArgumentNullException(nameof(assistantClient));
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}
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if (string.IsNullOrWhiteSpace(agentId))
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{
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throw new ArgumentException($"{nameof(agentId)} should not be null or whitespace.", nameof(agentId));
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}
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var assistant = assistantClient.GetAssistant(agentId, cancellationToken);
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return assistant.AsAIAgent(assistantClient, chatOptions);
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}
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/// <summary>
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/// Retrieves an existing server side agent, wrapped as a <see cref="ChatClientAgent"/> using the provided <see cref="AssistantClient"/>.
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/// </summary>
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/// <param name="assistantClient">The <see cref="AssistantClient"/> to create the <see cref="ChatClientAgent"/> with.</param>
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/// <param name="agentId"> The ID of the server side agent to create a <see cref="ChatClientAgent"/> for.</param>
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/// <param name="chatOptions">Options that should apply to all runs of the agent.</param>
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/// <param name="cancellationToken">The <see cref="CancellationToken"/> to monitor for cancellation requests. The default is <see cref="CancellationToken.None"/>.</param>
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/// <returns>A <see cref="ChatClientAgent"/> instance that can be used to perform operations on the assistant agent.</returns>
|
||||
public static async Task<ChatClientAgent> GetAIAgentAsync(
|
||||
this AssistantClient assistantClient,
|
||||
string agentId,
|
||||
ChatOptions? chatOptions = null,
|
||||
CancellationToken cancellationToken = default)
|
||||
{
|
||||
if (assistantClient is null)
|
||||
{
|
||||
throw new ArgumentNullException(nameof(assistantClient));
|
||||
}
|
||||
|
||||
if (string.IsNullOrWhiteSpace(agentId))
|
||||
{
|
||||
throw new ArgumentException($"{nameof(agentId)} should not be null or whitespace.", nameof(agentId));
|
||||
}
|
||||
|
||||
var assistanceResponse = await assistantClient.GetAssistantAsync(agentId, cancellationToken).ConfigureAwait(false);
|
||||
|
||||
return assistanceResponse.AsAIAgent(assistantClient, chatOptions);
|
||||
}
|
||||
|
||||
/// <summary>
|
||||
/// Creates an AI agent from an <see cref="AssistantClient"/> using the OpenAI Assistant API.
|
||||
/// </summary>
|
||||
/// <param name="client">The OpenAI <see cref="AssistantClient" /> to use for the agent.</param>
|
||||
/// <param name="model">The model identifier to use (e.g., "gpt-4").</param>
|
||||
/// <param name="instructions">Optional system instructions that define the agent's behavior and personality.</param>
|
||||
/// <param name="name">Optional name for the agent for identification purposes.</param>
|
||||
/// <param name="description">Optional description of the agent's capabilities and purpose.</param>
|
||||
/// <param name="tools">Optional collection of AI tools that the agent can use during conversations.</param>
|
||||
/// <param name="loggerFactory">Optional logger factory for enabling logging within the agent.</param>
|
||||
/// <returns>An <see cref="AIAgent"/> instance backed by the OpenAI Assistant service.</returns>
|
||||
/// <exception cref="ArgumentNullException">Thrown when <paramref name="client"/> or <paramref name="model"/> is <see langword="null"/>.</exception>
|
||||
/// <exception cref="ArgumentException">Thrown when <paramref name="model"/> is empty or whitespace.</exception>
|
||||
public static AIAgent CreateAIAgent(this AssistantClient client, string model, string? instructions = null, string? name = null, string? description = null, IList<AITool>? tools = null, ILoggerFactory? loggerFactory = null) =>
|
||||
client.CreateAIAgent(
|
||||
model,
|
||||
new ChatClientAgentOptions()
|
||||
{
|
||||
Name = name,
|
||||
Description = description,
|
||||
Instructions = instructions,
|
||||
ChatOptions = tools is null ? null : new ChatOptions()
|
||||
{
|
||||
Tools = tools,
|
||||
}
|
||||
},
|
||||
loggerFactory);
|
||||
|
||||
/// <summary>
|
||||
/// Creates an AI agent from an <see cref="AssistantClient"/> using the OpenAI Assistant API.
|
||||
/// </summary>
|
||||
/// <param name="client">The OpenAI <see cref="AssistantClient" /> to use for the agent.</param>
|
||||
/// <param name="model">The model identifier to use (e.g., "gpt-4").</param>
|
||||
/// <param name="options">Full set of options to configure the agent.</param>
|
||||
/// <param name="loggerFactory">Optional logger factory for enabling logging within the agent.</param>
|
||||
/// <returns>An <see cref="AIAgent"/> instance backed by the OpenAI Assistant service.</returns>
|
||||
/// <exception cref="ArgumentNullException">Thrown when <paramref name="client"/> or <paramref name="model"/> or <paramref name="options"/> is <see langword="null"/>.</exception>
|
||||
/// <exception cref="ArgumentException">Thrown when <paramref name="model"/> is empty or whitespace.</exception>
|
||||
public static AIAgent CreateAIAgent(this AssistantClient client, string model, ChatClientAgentOptions options, ILoggerFactory? loggerFactory = null)
|
||||
{
|
||||
Throw.IfNull(client);
|
||||
Throw.IfNullOrEmpty(model);
|
||||
Throw.IfNull(options);
|
||||
|
||||
var assistantOptions = new AssistantCreationOptions()
|
||||
{
|
||||
Name = options.Name,
|
||||
Description = options.Description,
|
||||
Instructions = options.Instructions,
|
||||
};
|
||||
|
||||
if (options.ChatOptions?.Tools is not null)
|
||||
{
|
||||
foreach (AITool tool in options.ChatOptions.Tools)
|
||||
{
|
||||
switch (tool)
|
||||
{
|
||||
// Attempting to set the tools at the agent level throws
|
||||
// https://github.com/dotnet/extensions/issues/6743
|
||||
//case AIFunction aiFunction:
|
||||
// assistantOptions.Tools.Add(ToOpenAIAssistantsFunctionToolDefinition(aiFunction));
|
||||
// break;
|
||||
|
||||
case HostedCodeInterpreterTool:
|
||||
var codeInterpreterToolDefinition = new CodeInterpreterToolDefinition();
|
||||
assistantOptions.Tools.Add(codeInterpreterToolDefinition);
|
||||
break;
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
var assistantCreateResult = client.CreateAssistant(model, assistantOptions);
|
||||
var assistantId = assistantCreateResult.Value.Id;
|
||||
|
||||
var agentOptions = new ChatClientAgentOptions()
|
||||
{
|
||||
Id = assistantId,
|
||||
Name = options.Name,
|
||||
Description = options.Description,
|
||||
Instructions = options.Instructions,
|
||||
ChatOptions = options.ChatOptions?.Tools is null ? null : new ChatOptions()
|
||||
{
|
||||
Tools = options.ChatOptions.Tools,
|
||||
}
|
||||
};
|
||||
|
||||
return new ChatClientAgent(client.AsIChatClient(assistantId), agentOptions, loggerFactory);
|
||||
}
|
||||
|
||||
/// <summary>
|
||||
/// Creates an AI agent from an <see cref="AssistantClient"/> using the OpenAI Assistant API.
|
||||
/// </summary>
|
||||
/// <param name="client">The OpenAI <see cref="AssistantClient" /> to use for the agent.</param>
|
||||
/// <param name="model">The model identifier to use (e.g., "gpt-4").</param>
|
||||
/// <param name="instructions">Optional system instructions that define the agent's behavior and personality.</param>
|
||||
/// <param name="name">Optional name for the agent for identification purposes.</param>
|
||||
/// <param name="description">Optional description of the agent's capabilities and purpose.</param>
|
||||
/// <param name="tools">Optional collection of AI tools that the agent can use during conversations.</param>
|
||||
/// <param name="loggerFactory">Optional logger factory for enabling logging within the agent.</param>
|
||||
/// <returns>An <see cref="AIAgent"/> instance backed by the OpenAI Assistant service.</returns>
|
||||
/// <exception cref="ArgumentNullException">Thrown when <paramref name="client"/> or <paramref name="model"/> is <see langword="null"/>.</exception>
|
||||
/// <exception cref="ArgumentException">Thrown when <paramref name="model"/> is empty or whitespace.</exception>
|
||||
public static async Task<AIAgent> CreateAIAgentAsync(this AssistantClient client, string model, string? instructions = null, string? name = null, string? description = null, IList<AITool>? tools = null, ILoggerFactory? loggerFactory = null) =>
|
||||
await client.CreateAIAgentAsync(
|
||||
model,
|
||||
new ChatClientAgentOptions()
|
||||
{
|
||||
Name = name,
|
||||
Description = description,
|
||||
Instructions = instructions,
|
||||
ChatOptions = tools is null ? null : new ChatOptions()
|
||||
{
|
||||
Tools = tools,
|
||||
}
|
||||
},
|
||||
loggerFactory).ConfigureAwait(false);
|
||||
|
||||
/// <summary>
|
||||
/// Creates an AI agent from an <see cref="AssistantClient"/> using the OpenAI Assistant API.
|
||||
/// </summary>
|
||||
/// <param name="client">The OpenAI <see cref="AssistantClient" /> to use for the agent.</param>
|
||||
/// <param name="model">The model identifier to use (e.g., "gpt-4").</param>
|
||||
/// <param name="options">Full set of options to configure the agent.</param>
|
||||
/// <param name="loggerFactory">Optional logger factory for enabling logging within the agent.</param>
|
||||
/// <returns>An <see cref="AIAgent"/> instance backed by the OpenAI Assistant service.</returns>
|
||||
/// <exception cref="ArgumentNullException">Thrown when <paramref name="client"/> or <paramref name="model"/> is <see langword="null"/>.</exception>
|
||||
/// <exception cref="ArgumentException">Thrown when <paramref name="model"/> is empty or whitespace.</exception>
|
||||
public static async Task<AIAgent> CreateAIAgentAsync(this AssistantClient client, string model, ChatClientAgentOptions options, ILoggerFactory? loggerFactory = null)
|
||||
{
|
||||
Throw.IfNull(client);
|
||||
Throw.IfNull(model);
|
||||
Throw.IfNull(options);
|
||||
|
||||
var assistantOptions = new AssistantCreationOptions()
|
||||
{
|
||||
Name = options.Name,
|
||||
Description = options.Description,
|
||||
Instructions = options.Instructions,
|
||||
};
|
||||
|
||||
if (options.ChatOptions?.Tools is not null)
|
||||
{
|
||||
foreach (AITool tool in options.ChatOptions.Tools)
|
||||
{
|
||||
switch (tool)
|
||||
{
|
||||
// Attempting to set the tools at the agent level throws
|
||||
// https://github.com/dotnet/extensions/issues/6743
|
||||
//case AIFunction aiFunction:
|
||||
// assistantOptions.Tools.Add(ToOpenAIAssistantsFunctionToolDefinition(aiFunction));
|
||||
// break;
|
||||
|
||||
case HostedCodeInterpreterTool:
|
||||
var codeInterpreterToolDefinition = new CodeInterpreterToolDefinition();
|
||||
assistantOptions.Tools.Add(codeInterpreterToolDefinition);
|
||||
break;
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
var assistantCreateResult = await client.CreateAssistantAsync(model, assistantOptions).ConfigureAwait(false);
|
||||
var assistantId = assistantCreateResult.Value.Id;
|
||||
|
||||
var agentOptions = new ChatClientAgentOptions()
|
||||
{
|
||||
Id = assistantId,
|
||||
Name = options.Name,
|
||||
Description = options.Description,
|
||||
Instructions = options.Instructions,
|
||||
ChatOptions = options.ChatOptions?.Tools is null ? null : new ChatOptions()
|
||||
{
|
||||
Tools = options.ChatOptions.Tools,
|
||||
}
|
||||
};
|
||||
|
||||
return new ChatClientAgent(client.AsIChatClient(assistantId), agentOptions, loggerFactory);
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,64 @@
|
||||
// Copyright (c) Microsoft. All rights reserved.
|
||||
|
||||
using Microsoft.Agents.AI;
|
||||
using Microsoft.Extensions.AI;
|
||||
using Microsoft.Extensions.Logging;
|
||||
using Microsoft.Shared.Diagnostics;
|
||||
using OpenAI.Chat;
|
||||
|
||||
namespace OpenAI;
|
||||
|
||||
/// <summary>
|
||||
/// Provides extension methods for <see cref="ChatClient"/>
|
||||
/// to simplify the creation of AI agents that work with OpenAI services.
|
||||
/// </summary>
|
||||
/// <remarks>
|
||||
/// These extensions bridge the gap between OpenAI SDK client objects and the Microsoft Extensions AI Agent framework,
|
||||
/// allowing developers to easily create AI agents that leverage OpenAI's chat completion and response services.
|
||||
/// The methods handle the conversion from OpenAI clients to <see cref="IChatClient"/> instances and then wrap them
|
||||
/// in <see cref="ChatClientAgent"/> objects that implement the <see cref="AIAgent"/> interface.
|
||||
/// </remarks>
|
||||
public static class OpenAIChatClientExtensions
|
||||
{
|
||||
/// <summary>
|
||||
/// Creates an AI agent from an <see cref="ChatClient"/> using the OpenAI Chat Completion API.
|
||||
/// </summary>
|
||||
/// <param name="client">The OpenAI <see cref="ChatClient"/> to use for the agent.</param>
|
||||
/// <param name="instructions">Optional system instructions that define the agent's behavior and personality.</param>
|
||||
/// <param name="name">Optional name for the agent for identification purposes.</param>
|
||||
/// <param name="description">Optional description of the agent's capabilities and purpose.</param>
|
||||
/// <param name="tools">Optional collection of AI tools that the agent can use during conversations.</param>
|
||||
/// <param name="loggerFactory">Optional logger factory for enabling logging within the agent.</param>
|
||||
/// <returns>An <see cref="AIAgent"/> instance backed by the OpenAI Chat Completion service.</returns>
|
||||
/// <exception cref="ArgumentNullException">Thrown when <paramref name="client"/> is <see langword="null"/>.</exception>
|
||||
public static AIAgent CreateAIAgent(this ChatClient client, string? instructions = null, string? name = null, string? description = null, IList<AITool>? tools = null, ILoggerFactory? loggerFactory = null) =>
|
||||
client.CreateAIAgent(
|
||||
new ChatClientAgentOptions()
|
||||
{
|
||||
Name = name,
|
||||
Description = description,
|
||||
Instructions = instructions,
|
||||
ChatOptions = tools is null ? null : new ChatOptions()
|
||||
{
|
||||
Tools = tools,
|
||||
}
|
||||
},
|
||||
loggerFactory);
|
||||
|
||||
/// <summary>
|
||||
/// Creates an AI agent from an <see cref="ChatClient"/> using the OpenAI Chat Completion API.
|
||||
/// </summary>
|
||||
/// <param name="client">The OpenAI <see cref="ChatClient"/> to use for the agent.</param>
|
||||
/// <param name="options">Full set of options to configure the agent.</param>
|
||||
/// <param name="loggerFactory">Optional logger factory for enabling logging within the agent.</param>
|
||||
/// <returns>An <see cref="AIAgent"/> instance backed by the OpenAI Chat Completion service.</returns>
|
||||
/// <exception cref="ArgumentNullException">Thrown when <paramref name="client"/> or <paramref name="options"/> is <see langword="null"/>.</exception>
|
||||
public static AIAgent CreateAIAgent(this ChatClient client, ChatClientAgentOptions options, ILoggerFactory? loggerFactory = null)
|
||||
{
|
||||
Throw.IfNull(client);
|
||||
Throw.IfNull(options);
|
||||
|
||||
var chatClient = client.AsIChatClient();
|
||||
return new ChatClientAgent(chatClient, options, loggerFactory);
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,67 @@
|
||||
// Copyright (c) Microsoft. All rights reserved.
|
||||
|
||||
using Microsoft.Agents.AI;
|
||||
using Microsoft.Extensions.AI;
|
||||
using Microsoft.Extensions.Logging;
|
||||
using Microsoft.Shared.Diagnostics;
|
||||
using OpenAI.Responses;
|
||||
|
||||
namespace OpenAI;
|
||||
|
||||
/// <summary>
|
||||
/// Provides extension methods for <see cref="OpenAIResponseClient"/>
|
||||
/// to simplify the creation of AI agents that work with OpenAI services.
|
||||
/// </summary>
|
||||
/// <remarks>
|
||||
/// These extensions bridge the gap between OpenAI SDK client objects and the Microsoft Extensions AI Agent framework,
|
||||
/// allowing developers to easily create AI agents that leverage OpenAI's chat completion and response services.
|
||||
/// The methods handle the conversion from OpenAI clients to <see cref="IChatClient"/> instances and then wrap them
|
||||
/// in <see cref="ChatClientAgent"/> objects that implement the <see cref="AIAgent"/> interface.
|
||||
/// </remarks>
|
||||
public static class OpenAIResponseClientExtensions
|
||||
{
|
||||
/// <summary>
|
||||
/// Creates an AI agent from an <see cref="OpenAIResponseClient"/> using the OpenAI Response API.
|
||||
/// </summary>
|
||||
/// <param name="client">The <see cref="OpenAIResponseClient" /> to use for the agent.</param>
|
||||
/// <param name="instructions">Optional system instructions that define the agent's behavior and personality.</param>
|
||||
/// <param name="name">Optional name for the agent for identification purposes.</param>
|
||||
/// <param name="description">Optional description of the agent's capabilities and purpose.</param>
|
||||
/// <param name="tools">Optional collection of AI tools that the agent can use during conversations.</param>
|
||||
/// <param name="loggerFactory">Optional logger factory for enabling logging within the agent.</param>
|
||||
/// <returns>An <see cref="AIAgent"/> instance backed by the OpenAI Response service.</returns>
|
||||
/// <exception cref="ArgumentNullException">Thrown when <paramref name="client"/> is <see langword="null"/>.</exception>
|
||||
public static AIAgent CreateAIAgent(this OpenAIResponseClient client, string? instructions = null, string? name = null, string? description = null, IList<AITool>? tools = null, ILoggerFactory? loggerFactory = null)
|
||||
{
|
||||
Throw.IfNull(client);
|
||||
|
||||
return client.CreateAIAgent(
|
||||
new ChatClientAgentOptions()
|
||||
{
|
||||
Name = name,
|
||||
Description = description,
|
||||
Instructions = instructions,
|
||||
ChatOptions = tools is null ? null : new ChatOptions()
|
||||
{
|
||||
Tools = tools,
|
||||
}
|
||||
},
|
||||
loggerFactory);
|
||||
}
|
||||
|
||||
/// <summary>
|
||||
/// Creates an AI agent from an <see cref="OpenAIResponseClient"/> using the OpenAI Response API.
|
||||
/// </summary>
|
||||
/// <param name="client">The <see cref="OpenAIResponseClient" /> to use for the agent.</param>
|
||||
/// <param name="options">Full set of options to configure the agent.</param>
|
||||
/// <param name="loggerFactory">Optional logger factory for enabling logging within the agent.</param>
|
||||
/// <returns>An <see cref="AIAgent"/> instance backed by the OpenAI Response service.</returns>
|
||||
/// <exception cref="ArgumentNullException">Thrown when <paramref name="client"/> or <paramref name="options"/> is <see langword="null"/>.</exception>
|
||||
public static AIAgent CreateAIAgent(this OpenAIResponseClient client, ChatClientAgentOptions options, ILoggerFactory? loggerFactory = null)
|
||||
{
|
||||
Throw.IfNull(client);
|
||||
Throw.IfNull(options);
|
||||
|
||||
return new ChatClientAgent(client.AsIChatClient(), options, loggerFactory);
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,29 @@
|
||||
<Project Sdk="Microsoft.NET.Sdk">
|
||||
|
||||
<PropertyGroup>
|
||||
<TargetFrameworks>$(ProjectsTargetFrameworks)</TargetFrameworks>
|
||||
<TargetFrameworks Condition="'$(Configuration)' == 'Debug'">$(ProjectsDebugTargetFrameworks)</TargetFrameworks>
|
||||
<VersionSuffix>alpha</VersionSuffix>
|
||||
<NoWarn>$(NoWarn);IDE0009;OPENAI001;</NoWarn>
|
||||
<ImplicitUsings>enable</ImplicitUsings>
|
||||
<InjectSharedThrow>true</InjectSharedThrow>
|
||||
</PropertyGroup>
|
||||
|
||||
<Import Project="$(RepoRoot)/dotnet/nuget/nuget-package.props" />
|
||||
|
||||
<ItemGroup>
|
||||
<PackageReference Include="Microsoft.Extensions.AI.OpenAI" />
|
||||
<PackageReference Include="System.Linq.Async" />
|
||||
</ItemGroup>
|
||||
|
||||
<ItemGroup>
|
||||
<ProjectReference Include="..\Microsoft.Agents.AI\Microsoft.Agents.AI.csproj" />
|
||||
</ItemGroup>
|
||||
|
||||
<PropertyGroup>
|
||||
<!-- NuGet Package Settings -->
|
||||
<Title>Microsoft.Agents.AI.OpenAI</Title>
|
||||
<Description>Implementation of generative AI abstractions for OpenAI Agents.</Description>
|
||||
</PropertyGroup>
|
||||
|
||||
</Project>
|
||||
@@ -0,0 +1,110 @@
|
||||
// Copyright (c) Microsoft. All rights reserved.
|
||||
|
||||
using System.Text.Json;
|
||||
using Microsoft.Agents.AI;
|
||||
using Microsoft.Extensions.AI;
|
||||
using Microsoft.Extensions.Logging;
|
||||
using Microsoft.Shared.Diagnostics;
|
||||
using OpenAI.Chat;
|
||||
using ChatMessage = OpenAI.Chat.ChatMessage;
|
||||
|
||||
namespace OpenAI;
|
||||
|
||||
/// <summary>
|
||||
/// OpenAI chat completion based implementation of <see cref="AIAgent"/>.
|
||||
/// </summary>
|
||||
public class OpenAIChatClientAgent : AIAgent
|
||||
{
|
||||
private readonly ChatClientAgent _chatClientAgent;
|
||||
|
||||
/// <summary>
|
||||
/// Initialize an instance of <see cref="OpenAIChatClientAgent"/>
|
||||
/// </summary>
|
||||
/// <param name="client">Instance of <see cref="ChatClient"/></param>
|
||||
/// <param name="instructions">Optional instructions for the agent.</param>
|
||||
/// <param name="name">Optional name for the agent.</param>
|
||||
/// <param name="description">Optional description for the agent.</param>
|
||||
/// <param name="loggerFactory">Optional instance of <see cref="ILoggerFactory"/></param>
|
||||
public OpenAIChatClientAgent(
|
||||
ChatClient client,
|
||||
string? instructions = null,
|
||||
string? name = null,
|
||||
string? description = null,
|
||||
ILoggerFactory? loggerFactory = null)
|
||||
{
|
||||
Throw.IfNull(client);
|
||||
|
||||
var chatClient = client.AsIChatClient();
|
||||
this._chatClientAgent = new(
|
||||
chatClient,
|
||||
new ChatClientAgentOptions()
|
||||
{
|
||||
Name = name,
|
||||
Description = description,
|
||||
Instructions = instructions,
|
||||
},
|
||||
loggerFactory);
|
||||
}
|
||||
|
||||
/// <summary>
|
||||
/// Initialize an instance of <see cref="OpenAIChatClientAgent"/>
|
||||
/// </summary>
|
||||
/// <param name="client">Instance of <see cref="ChatClient"/></param>
|
||||
/// <param name="options">Options to create the agent.</param>
|
||||
/// <param name="loggerFactory">Optional instance of <see cref="ILoggerFactory"/></param>
|
||||
public OpenAIChatClientAgent(ChatClient client, ChatClientAgentOptions options, ILoggerFactory? loggerFactory = null)
|
||||
{
|
||||
Throw.IfNull(client);
|
||||
|
||||
var chatClient = client.AsIChatClient();
|
||||
this._chatClientAgent = new(chatClient, options, loggerFactory);
|
||||
}
|
||||
|
||||
/// <summary>
|
||||
/// Run the agent with the provided message and arguments.
|
||||
/// </summary>
|
||||
/// <param name="messages">The messages to pass to the agent.</param>
|
||||
/// <param name="thread">The conversation thread to continue with this invocation. If not provided, creates a new thread. The thread will be mutated with the provided messages and agent response.</param>
|
||||
/// <param name="options">Optional parameters for agent invocation.</param>
|
||||
/// <param name="cancellationToken">The <see cref="CancellationToken"/> to monitor for cancellation requests. The default is <see cref="CancellationToken.None"/>.</param>
|
||||
/// <returns>A <see cref="ChatCompletion"/> containing the list of <see cref="ChatMessage"/> items.</returns>
|
||||
public virtual async Task<ChatCompletion> RunAsync(
|
||||
IEnumerable<ChatMessage> messages,
|
||||
AgentThread? thread = null,
|
||||
AgentRunOptions? options = null,
|
||||
CancellationToken cancellationToken = default)
|
||||
{
|
||||
var response = await this.RunAsync([.. messages.AsChatMessages()], thread, options, cancellationToken).ConfigureAwait(false);
|
||||
|
||||
return response.AsChatCompletion();
|
||||
}
|
||||
|
||||
/// <inheritdoc/>
|
||||
public sealed override AgentThread GetNewThread()
|
||||
=> this._chatClientAgent.GetNewThread();
|
||||
|
||||
/// <inheritdoc/>
|
||||
public sealed override AgentThread DeserializeThread(JsonElement serializedThread, JsonSerializerOptions? jsonSerializerOptions = null)
|
||||
=> this._chatClientAgent.DeserializeThread(serializedThread, jsonSerializerOptions);
|
||||
|
||||
/// <inheritdoc/>
|
||||
public sealed override Task<AgentRunResponse> RunAsync(
|
||||
IEnumerable<Microsoft.Extensions.AI.ChatMessage> messages,
|
||||
AgentThread? thread = null,
|
||||
AgentRunOptions? options = null,
|
||||
CancellationToken cancellationToken = default)
|
||||
=> this._chatClientAgent.RunAsync(messages, thread, options, cancellationToken);
|
||||
|
||||
/// <inheritdoc/>
|
||||
public sealed override IAsyncEnumerable<AgentRunResponseUpdate> RunStreamingAsync(
|
||||
IEnumerable<Microsoft.Extensions.AI.ChatMessage> messages,
|
||||
AgentThread? thread = null,
|
||||
AgentRunOptions? options = null,
|
||||
CancellationToken cancellationToken = default)
|
||||
=> this._chatClientAgent.RunStreamingAsync(messages, thread, options, cancellationToken);
|
||||
|
||||
/// <inheritdoc/>
|
||||
public override object? GetService(Type serviceType, object? serviceKey = null)
|
||||
=> base.GetService(serviceType, serviceKey)
|
||||
?? this._chatClientAgent.GetService(serviceType, serviceKey);
|
||||
}
|
||||
Reference in New Issue
Block a user