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* Python: Add Scaffolding for Durable AzureFunctions package to Agent Framework (#1823) * Add scafolding * update readme * add code owners and label * update owners * .NET: Durable extension: initial src and unit tests (#1900) * Python: Add Durable Agent Wrapper code (#1913) * add initial changes * Move code and add single sample * Update logger * Remove unused code * address PR comments * cleanup code and address comments --------- Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com> * Azure Functions .NET samples (#1939) * Python: Add Unit tests for Azurefunctions package (#1976) * Add Unit tests for Azurefunctions * remove duplicate import * .NET: [Feature Branch] Migrate state schema updates and support for agents as MCP tools (#1979) * Python: Add more samples for Azure Functions (#1980) * Move all samples * fix comments * remove dead lines * Make samples simpler * .NET: [Feature Branch] Durable Task extension integration tests (#2017) * .NET: [Feature Branch] Update OpenAI config for integration tests (#2063) * Python: Add Integration tests for AzureFunctions (#2020) * Add Integration tests * Remove DTS extension * Apply suggestions from code review Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Apply suggestions from code review Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Add pyi file for type safety * Add samples in readme * Updated all readme instructions * Address comments * Update readmes * Fix requirements * Address comments --------- Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * .NET: [Feature Branch] Update dotnet-build-and-test.yml to support integration tests (#2070) Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Fix DTS startup issue and improve logging (#2103) * .NET: [Feature Branch] Introduce Azure OpenAI config for .NET pipeline (#2106) Also fixes an issue where we were trying to start docker containers for integration tests on Windows, which doesn't work. Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Fix uv.lock after merge * Python: Add README for Azure Functions samples setup (#2100) * Add README for Azure Functions samples setup Added setup instructions for Azure Functions samples, including environment setup, virtual environment creation, and running samples. * Update python/samples/getting_started/azure_functions/README.md Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Apply suggestions from code review Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Apply suggestion from @Copilot Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Apply suggestions from code review Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> --------- Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> Co-authored-by: Laveesh Rohra <larohra@microsoft.com> * Fix or remove broken markdown file links (#2115) * .NET: [Feature Branch] Update HTTP API to be consistent across languages (#2118) * Python: Fix AzureFunctions Integration Tests (#2116) * Add Identity Auth to samples * Update python/samples/getting_started/azure_functions/README.md Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Update python/samples/getting_started/azure_functions/01_single_agent/function_app.py Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Update python/samples/getting_started/azure_functions/02_multi_agent/function_app.py Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Update python/samples/getting_started/azure_functions/06_multi_agent_orchestration_conditionals/README.md Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> --------- Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Python: Fix Http Schema (#2112) * Rename to threadid * Respond in plain text * Make snake-case * Add http prefix * rename to wait-for-response * Add query param check * address comments * .NET: Remove IsPackable=false in preparation for nuget release (#2142) * Python: Move `azurefunctions` to `azure` for import (#2141) * Move import to Azure * fix mypy * Update python/packages/azurefunctions/README.md Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Add missing types * Address comments --------- Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Update python/packages/azurefunctions/pyproject.toml Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Update python/packages/azurefunctions/agent_framework_azurefunctions/__init__.py Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Fix imports * Address PR feedback from westey-m (#2150) - Adds a link from the /dotnet/samples/README.md to /dotnet/samples/AzureFunctions - Make DurableAgentThread deserialization internal for future-proofing - Update JSON serialization logic to address recently discovered issues with source generator serialization * Address comments (#2160) --------- Co-authored-by: Laveesh Rohra <larohra@microsoft.com> Co-authored-by: Chris Gillum <cgillum@microsoft.com> Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> Co-authored-by: Anirudh Garg <anirudhg@microsoft.com>
125 lines
5.5 KiB
C#
125 lines
5.5 KiB
C#
// Copyright (c) Microsoft. All rights reserved.
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using Microsoft.Agents.AI.DurableTask.State;
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using Microsoft.DurableTask.Client;
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using Microsoft.DurableTask.Entities;
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using Microsoft.Extensions.AI;
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using Microsoft.Extensions.DependencyInjection;
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using Microsoft.Extensions.Hosting;
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using Microsoft.Extensions.Logging;
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namespace Microsoft.Agents.AI.DurableTask;
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internal class AgentEntity(IServiceProvider services, CancellationToken cancellationToken = default) : TaskEntity<DurableAgentState>
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{
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private readonly IServiceProvider _services = services;
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private readonly DurableTaskClient _client = services.GetRequiredService<DurableTaskClient>();
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private readonly ILoggerFactory _loggerFactory = services.GetRequiredService<ILoggerFactory>();
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private readonly IAgentResponseHandler? _messageHandler = services.GetService<IAgentResponseHandler>();
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private readonly CancellationToken _cancellationToken = cancellationToken != default
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? cancellationToken
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: services.GetService<IHostApplicationLifetime>()?.ApplicationStopping ?? CancellationToken.None;
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public async Task<AgentRunResponse> RunAgentAsync(RunRequest request)
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{
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AgentSessionId sessionId = this.Context.Id;
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IReadOnlyDictionary<string, Func<IServiceProvider, AIAgent>> agents =
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this._services.GetRequiredService<IReadOnlyDictionary<string, Func<IServiceProvider, AIAgent>>>();
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if (!agents.TryGetValue(sessionId.Name, out Func<IServiceProvider, AIAgent>? agentFactory))
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{
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throw new InvalidOperationException($"Agent '{sessionId.Name}' not found");
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}
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AIAgent agent = agentFactory(this._services);
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EntityAgentWrapper agentWrapper = new(agent, this.Context, request, this._services);
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// Logger category is Microsoft.DurableTask.Agents.{agentName}.{sessionId}
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ILogger logger = this._loggerFactory.CreateLogger($"Microsoft.DurableTask.Agents.{agent.Name}.{sessionId.Key}");
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if (request.Messages.Count == 0)
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{
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logger.LogInformation("Ignoring empty request");
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}
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this.State.Data.ConversationHistory.Add(DurableAgentStateRequest.FromRunRequest(request));
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foreach (ChatMessage msg in request.Messages)
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{
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logger.LogAgentRequest(sessionId, msg.Role, msg.Text);
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}
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// Set the current agent context for the duration of the agent run. This will be exposed
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// to any tools that are invoked by the agent.
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DurableAgentContext agentContext = new(
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entityContext: this.Context,
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client: this._client,
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lifetime: this._services.GetRequiredService<IHostApplicationLifetime>(),
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services: this._services);
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DurableAgentContext.SetCurrent(agentContext);
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try
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{
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// Start the agent response stream
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IAsyncEnumerable<AgentRunResponseUpdate> responseStream = agentWrapper.RunStreamingAsync(
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this.State.Data.ConversationHistory.SelectMany(e => e.Messages).Select(m => m.ToChatMessage()),
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agentWrapper.GetNewThread(),
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options: null,
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this._cancellationToken);
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AgentRunResponse response;
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if (this._messageHandler is null)
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{
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// If no message handler is provided, we can just get the full response at once.
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// This is expected to be the common case for non-interactive agents.
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response = await responseStream.ToAgentRunResponseAsync(this._cancellationToken);
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}
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else
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{
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List<AgentRunResponseUpdate> responseUpdates = [];
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// To support interactive chat agents, we need to stream the responses to an IAgentMessageHandler.
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// The user-provided message handler can be implemented to send the responses to the user.
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// We assume that only non-empty text updates are useful for the user.
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async IAsyncEnumerable<AgentRunResponseUpdate> StreamResultsAsync()
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{
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await foreach (AgentRunResponseUpdate update in responseStream)
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{
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// We need the full response further down, so we piece it together as we go.
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responseUpdates.Add(update);
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// Yield the update to the message handler.
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yield return update;
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}
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}
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await this._messageHandler.OnStreamingResponseUpdateAsync(StreamResultsAsync(), this._cancellationToken);
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response = responseUpdates.ToAgentRunResponse();
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}
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// Persist the agent response to the entity state for client polling
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this.State.Data.ConversationHistory.Add(
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DurableAgentStateResponse.FromRunResponse(request.CorrelationId, response));
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string responseText = response.Text;
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if (!string.IsNullOrEmpty(responseText))
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{
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logger.LogAgentResponse(
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sessionId,
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response.Messages.FirstOrDefault()?.Role ?? ChatRole.Assistant,
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responseText,
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response.Usage?.InputTokenCount,
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response.Usage?.OutputTokenCount,
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response.Usage?.TotalTokenCount);
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}
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return response;
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}
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finally
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{
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// Clear the current agent context
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DurableAgentContext.ClearCurrent();
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}
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}
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}
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