diff --git a/dotnet/Directory.Packages.props b/dotnet/Directory.Packages.props
index 7b40e9aabf..5ac641004d 100644
--- a/dotnet/Directory.Packages.props
+++ b/dotnet/Directory.Packages.props
@@ -94,10 +94,10 @@
-
-
-
-
+
+
+
+
@@ -105,8 +105,6 @@
-
-
diff --git a/dotnet/agent-framework-dotnet.slnx b/dotnet/agent-framework-dotnet.slnx
index e90cb8a1a5..499d375c3c 100644
--- a/dotnet/agent-framework-dotnet.slnx
+++ b/dotnet/agent-framework-dotnet.slnx
@@ -107,13 +107,19 @@
+
+
+
+
+
+
+
-
@@ -284,8 +290,8 @@
-
+
diff --git a/dotnet/eng/MSBuild/Shared.props b/dotnet/eng/MSBuild/Shared.props
index 54f93699ad..da8806a1f3 100644
--- a/dotnet/eng/MSBuild/Shared.props
+++ b/dotnet/eng/MSBuild/Shared.props
@@ -11,4 +11,13 @@
+
+
+
+
+
+
+
+
+
diff --git a/dotnet/samples/GettingStarted/Workflows/Declarative/ConfirmInput/ConfirmInput.csproj b/dotnet/samples/GettingStarted/Workflows/Declarative/ConfirmInput/ConfirmInput.csproj
new file mode 100644
index 0000000000..a78fbddbd7
--- /dev/null
+++ b/dotnet/samples/GettingStarted/Workflows/Declarative/ConfirmInput/ConfirmInput.csproj
@@ -0,0 +1,39 @@
+
+
+
+ Exe
+ net9.0
+ net9.0
+ $(ProjectsDebugTargetFrameworks)
+ enable
+ enable
+
+
+
+ true
+ true
+ true
+ true
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+ Always
+
+
+
+
diff --git a/dotnet/samples/GettingStarted/Workflows/Declarative/ConfirmInput/Program.cs b/dotnet/samples/GettingStarted/Workflows/Declarative/ConfirmInput/Program.cs
new file mode 100644
index 0000000000..5ecda10049
--- /dev/null
+++ b/dotnet/samples/GettingStarted/Workflows/Declarative/ConfirmInput/Program.cs
@@ -0,0 +1,39 @@
+// Copyright (c) Microsoft. All rights reserved.
+
+using Microsoft.Extensions.Configuration;
+using Shared.Workflows;
+
+namespace Demo.Workflows.Declarative.ConfirmInput;
+
+///
+/// Demonstrate how to use the question action to request user input
+/// and confirm it matches the original input.
+///
+///
+/// See the README.md file in the parent folder (../Declarative/README.md) for detailed
+/// information the configuration required to run this sample.
+///
+internal sealed class Program
+{
+ public static async Task Main(string[] args)
+ {
+ // Initialize configuration
+ IConfiguration configuration = Application.InitializeConfig();
+ Uri foundryEndpoint = new(configuration.GetValue(Application.Settings.FoundryEndpoint));
+
+ // Get input from command line or console
+ string workflowInput = Application.GetInput(args);
+
+ // Create the workflow factory. This class demonstrates how to initialize a
+ // declarative workflow from a YAML file. Once the workflow is created, it
+ // can be executed just like any regular workflow.
+ WorkflowFactory workflowFactory = new("ConfirmInput.yaml", foundryEndpoint);
+
+ // Execute the workflow: The WorkflowRunner demonstrates how to execute
+ // a workflow, handle the workflow events, and providing external input.
+ // This also includes the ability to checkpoint workflow state and how to
+ // resume execution.
+ WorkflowRunner runner = new();
+ await runner.ExecuteAsync(workflowFactory.CreateWorkflow, workflowInput);
+ }
+}
diff --git a/dotnet/samples/GettingStarted/Workflows/Declarative/DeepResearch/DeepResearch.csproj b/dotnet/samples/GettingStarted/Workflows/Declarative/DeepResearch/DeepResearch.csproj
new file mode 100644
index 0000000000..c4d542056d
--- /dev/null
+++ b/dotnet/samples/GettingStarted/Workflows/Declarative/DeepResearch/DeepResearch.csproj
@@ -0,0 +1,42 @@
+
+
+
+ Exe
+ net9.0
+ net9.0
+ $(ProjectsDebugTargetFrameworks)
+ enable
+ enable
+
+
+
+ true
+ true
+ true
+ true
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+ Always
+
+
+ Always
+
+
+
+
diff --git a/dotnet/samples/GettingStarted/Workflows/Declarative/DeepResearch/Program.cs b/dotnet/samples/GettingStarted/Workflows/Declarative/DeepResearch/Program.cs
new file mode 100644
index 0000000000..e23c700637
--- /dev/null
+++ b/dotnet/samples/GettingStarted/Workflows/Declarative/DeepResearch/Program.cs
@@ -0,0 +1,280 @@
+// Copyright (c) Microsoft. All rights reserved.
+
+using Azure.AI.Agents;
+using Azure.Identity;
+using Microsoft.Extensions.Configuration;
+using OpenAI.Responses;
+using Shared.Foundry;
+using Shared.Workflows;
+
+namespace Demo.Workflows.Declarative.DeepResearch;
+
+///
+/// Demonstrate a declarative workflow that accomplishes a task
+/// using the Magentic orchestration pattern developed by AutoGen.
+///
+///
+/// See the README.md file in the parent folder (../Declarative/README.md) for detailed
+/// information the configuration required to run this sample.
+///
+internal sealed class Program
+{
+ public static async Task Main(string[] args)
+ {
+ // Initialize configuration
+ IConfiguration configuration = Application.InitializeConfig();
+ Uri foundryEndpoint = new(configuration.GetValue(Application.Settings.FoundryEndpoint));
+
+ // Ensure sample agents exist in Foundry.
+ await CreateAgentsAsync(foundryEndpoint, configuration);
+
+ // Get input from command line or console
+ string workflowInput = Application.GetInput(args);
+
+ // Create the workflow factory. This class demonstrates how to initialize a
+ // declarative workflow from a YAML file. Once the workflow is created, it
+ // can be executed just like any regular workflow.
+ WorkflowFactory workflowFactory = new("DeepResearch.yaml", foundryEndpoint);
+
+ // Execute the workflow: The WorkflowRunner demonstrates how to execute
+ // a workflow, handle the workflow events, and providing external input.
+ // This also includes the ability to checkpoint workflow state and how to
+ // resume execution.
+ WorkflowRunner runner = new();
+ await runner.ExecuteAsync(workflowFactory.CreateWorkflow, workflowInput);
+ }
+
+ private static async Task CreateAgentsAsync(Uri foundryEndpoint, IConfiguration configuration)
+ {
+ AgentsClient agentsClient = new(foundryEndpoint, new AzureCliCredential());
+
+ await agentsClient.CreateAgentAsync(
+ agentName: "ResearchAgent",
+ agentDefinition: DefineResearchAgent(configuration),
+ agentDescription: "Planner agent for DeepResearch workflow");
+
+ await agentsClient.CreateAgentAsync(
+ agentName: "PlannerAgent",
+ agentDefinition: DefinePlannerAgent(configuration),
+ agentDescription: "Planner agent for DeepResearch workflow");
+
+ await agentsClient.CreateAgentAsync(
+ agentName: "ManagerAgent",
+ agentDefinition: DefineManagerAgent(configuration),
+ agentDescription: "Manager agent for DeepResearch workflow");
+
+ await agentsClient.CreateAgentAsync(
+ agentName: "SummaryAgent",
+ agentDefinition: DefineSummaryAgent(configuration),
+ agentDescription: "Summary agent for DeepResearch workflow");
+
+ await agentsClient.CreateAgentAsync(
+ agentName: "KnowledgeAgent",
+ agentDefinition: DefineKnowledgeAgent(configuration),
+ agentDescription: "Research agent for DeepResearch workflow");
+
+ await agentsClient.CreateAgentAsync(
+ agentName: "CoderAgent",
+ agentDefinition: DefineCoderAgent(configuration),
+ agentDescription: "Coder agent for DeepResearch workflow");
+
+ await agentsClient.CreateAgentAsync(
+ agentName: "WeatherAgent",
+ agentDefinition: DefineWeatherAgent(configuration),
+ agentDescription: "Weather agent for DeepResearch workflow");
+ }
+
+ private static PromptAgentDefinition DefineResearchAgent(IConfiguration configuration) =>
+ new(configuration.GetValue(Application.Settings.FoundryModelFull))
+ {
+ Instructions =
+ """
+ In order to help begin addressing the user request, please answer the following pre-survey to the best of your ability.
+ Keep in mind that you are Ken Jennings-level with trivia, and Mensa-level with puzzles, so there should be a deep well to draw from.
+
+ Here is the pre-survey:
+
+ 1. Please list any specific facts or figures that are GIVEN in the request itself. It is possible that there are none.
+ 2. Please list any facts that may need to be looked up, and WHERE SPECIFICALLY they might be found. In some cases, authoritative sources are mentioned in the request itself.
+ 3. Please list any facts that may need to be derived (e.g., via logical deduction, simulation, or computation)
+ 4. Please list any facts that are recalled from memory, hunches, well-reasoned guesses, etc.
+
+ When answering this survey, keep in mind that 'facts' will typically be specific names, dates, statistics, etc. Your answer must only use the headings:
+
+ 1. GIVEN OR VERIFIED FACTS
+ 2. FACTS TO LOOK UP
+ 3. FACTS TO DERIVE
+ 4. EDUCATED GUESSES
+
+ DO NOT include any other headings or sections in your response. DO NOT list next steps or plans until asked to do so.
+ """,
+ Tools =
+ {
+ //AgentTool.CreateBingGroundingTool( // TODO: Use Bing Grounding when available
+ // new BingGroundingSearchToolParameters(
+ // [new BingGroundingSearchConfiguration(this.GetSetting(Settings.FoundryGroundingTool))]))
+ }
+ };
+
+ private static PromptAgentDefinition DefinePlannerAgent(IConfiguration configuration) =>
+ new(configuration.GetValue(Application.Settings.FoundryModelMini))
+ {
+ Instructions = // TODO: Use Structured Inputs / Prompt Template
+ """
+ Your only job is to devise an efficient plan that identifies (by name) how a team member may contribute to addressing the user request.
+
+ Only select the following team which is listed as "- [Name]: [Description]"
+
+ - WeatherAgent: Able to retrieve weather information
+ - CoderAgent: Able to write and execute Python code
+ - KnowledgeAgent: Able to perform generic websearches
+
+ The plan must be a bullet point list must be in the form "- [AgentName]: [Specific action or task for that agent to perform]"
+
+ Remember, there is no requirement to involve the entire team -- only select team member's whose particular expertise is required for this task.
+ """
+ };
+
+ private static PromptAgentDefinition DefineManagerAgent(IConfiguration configuration) =>
+ new(configuration.GetValue(Application.Settings.FoundryModelMini))
+ {
+ Instructions = // TODO: Use Structured Inputs / Prompt Template
+ """
+ Recall we have assembled the following team:
+
+ - KnowledgeAgent: Able to perform generic websearches
+ - CoderAgent: Able to write and execute Python code
+ - WeatherAgent: Able to retrieve weather information
+
+ To make progress on the request, please answer the following questions, including necessary reasoning:
+ - Is the request fully satisfied? (True if complete, or False if the original request has yet to be SUCCESSFULLY and FULLY addressed)
+ - Are we in a loop where we are repeating the same requests and / or getting the same responses from an agent multiple times? Loops can span multiple turns, and can include repeated actions like scrolling up or down more than a handful of times.
+ - Are we making forward progress? (True if just starting, or recent messages are adding value. False if recent messages show evidence of being stuck in a loop or if there is evidence of significant barriers to success such as the inability to read from a required file)
+ - Who should speak next? (select from: KnowledgeAgent, CoderAgent, WeatherAgent)
+ - What instruction or question would you give this team member? (Phrase as if speaking directly to them, and include any specific information they may need)
+ """,
+ TextOptions =
+ new ResponseTextOptions
+ {
+ TextFormat =
+ ResponseTextFormat.CreateJsonSchemaFormat(
+ "TaskEvaluation",
+ BinaryData.FromString(
+ """
+ {
+ "type": "object",
+ "properties": {
+ "is_request_satisfied": {
+ "type": "object",
+ "properties": {
+ "reason": { "type": "string" },
+ "answer": { "type": "boolean" }
+ },
+ "required": ["reason", "answer"],
+ "additionalProperties": false
+ },
+ "is_in_loop": {
+ "type": "object",
+ "properties": {
+ "reason": { "type": "string" },
+ "answer": { "type": "boolean" }
+ },
+ "required": ["reason", "answer"],
+ "additionalProperties": false
+ },
+ "is_progress_being_made": {
+ "type": "object",
+ "properties": {
+ "reason": { "type": "string" },
+ "answer": { "type": "boolean" }
+ },
+ "required": ["reason", "answer"],
+ "additionalProperties": false
+ },
+ "next_speaker": {
+ "type": "object",
+ "properties": {
+ "reason": { "type": "string" },
+ "answer": {
+ "type": "string"
+ }
+ },
+ "required": ["reason", "answer"],
+ "additionalProperties": false
+ },
+ "instruction_or_question": {
+ "type": "object",
+ "properties": {
+ "reason": { "type": "string" },
+ "answer": { "type": "string" }
+ },
+ "required": ["reason", "answer"],
+ "additionalProperties": false
+ }
+ },
+ "required": ["is_request_satisfied", "is_in_loop", "is_progress_being_made", "next_speaker", "instruction_or_question"],
+ "additionalProperties": false
+ }
+ """),
+ jsonSchemaFormatDescription: null,
+ jsonSchemaIsStrict: true),
+ }
+ };
+
+ private static PromptAgentDefinition DefineSummaryAgent(IConfiguration configuration) =>
+ new(configuration.GetValue(Application.Settings.FoundryModelMini))
+ {
+ Instructions =
+ """
+ We have completed the task.
+
+ Based only on the conversation and without adding any new information,
+ synthesize the result of the conversation as a complete response to the user task.
+
+ The user will only ever see this last response and not the entire conversation,
+ so please ensure it is complete and self-contained.
+ """
+ };
+
+ private static PromptAgentDefinition DefineKnowledgeAgent(IConfiguration configuration) =>
+ new(configuration.GetValue(Application.Settings.FoundryModelMini))
+ {
+ Tools =
+ {
+ //AgentTool.CreateBingGroundingTool( // TODO: Use Bing Grounding when available
+ // new BingGroundingSearchToolParameters(
+ // [new BingGroundingSearchConfiguration(this.GetSetting(Settings.FoundryGroundingTool))]))
+ }
+ };
+
+ private static PromptAgentDefinition DefineCoderAgent(IConfiguration configuration) =>
+ new(configuration.GetValue(Application.Settings.FoundryModelMini))
+ {
+ Instructions =
+ """
+ You solve problem by writing and executing code.
+ """,
+ Tools =
+ {
+ ResponseTool.CreateCodeInterpreterTool(
+ new(CodeInterpreterToolContainerConfiguration.CreateAutomaticContainerConfiguration()))
+ }
+ };
+
+ private static PromptAgentDefinition DefineWeatherAgent(IConfiguration configuration) =>
+ new(configuration.GetValue(Application.Settings.FoundryModelMini))
+ {
+ Instructions =
+ """
+ You are a weather expert.
+ """,
+ Tools =
+ {
+ AgentTool.CreateOpenApiTool(
+ new OpenApiFunctionDefinition(
+ "weather-forecast",
+ BinaryData.FromString(File.ReadAllText(Path.Combine(AppContext.BaseDirectory, "wttr.json"))),
+ new OpenApiAnonymousAuthDetails()))
+ }
+ };
+}
diff --git a/workflow-samples/wttr.json b/dotnet/samples/GettingStarted/Workflows/Declarative/DeepResearch/wttr.json
similarity index 100%
rename from workflow-samples/wttr.json
rename to dotnet/samples/GettingStarted/Workflows/Declarative/DeepResearch/wttr.json
diff --git a/dotnet/samples/GettingStarted/Workflows/Declarative/ExecuteCode/ExecuteCode.csproj b/dotnet/samples/GettingStarted/Workflows/Declarative/ExecuteCode/ExecuteCode.csproj
index 72afa29cda..838f0f1e4f 100644
--- a/dotnet/samples/GettingStarted/Workflows/Declarative/ExecuteCode/ExecuteCode.csproj
+++ b/dotnet/samples/GettingStarted/Workflows/Declarative/ExecuteCode/ExecuteCode.csproj
@@ -12,7 +12,9 @@
- true
+ true
+ true
+ true
diff --git a/dotnet/samples/GettingStarted/Workflows/Declarative/ExecuteCode/Generated.cs b/dotnet/samples/GettingStarted/Workflows/Declarative/ExecuteCode/Generated.cs
index d1c8d45082..6fc508064e 100644
--- a/dotnet/samples/GettingStarted/Workflows/Declarative/ExecuteCode/Generated.cs
+++ b/dotnet/samples/GettingStarted/Workflows/Declarative/ExecuteCode/Generated.cs
@@ -5,6 +5,7 @@
// ------------------------------------------------------------------------------
#nullable enable
+#pragma warning disable IDE0005 // Extra using directive is ok.
using System;
using System.Collections;
@@ -18,7 +19,7 @@ using Microsoft.Agents.AI.Workflows.Declarative;
using Microsoft.Agents.AI.Workflows.Declarative.Kit;
using Microsoft.Extensions.AI;
-namespace Test.WorkflowProviders;
+namespace Demo.DeclarativeCode;
///
/// This class provides a factory method to create a instance.
@@ -29,7 +30,7 @@ namespace Test.WorkflowProviders;
/// To learn more about Power FX, see:
/// https://learn.microsoft.com/power-platform/power-fx/formula-reference-copilot-studio
///
-public static class TestWorkflowProvider
+public static class SampleWorkflowProvider
{
///
/// The root executor for a declarative workflow.
@@ -42,845 +43,26 @@ public static class TestWorkflowProvider
{
protected override async ValueTask ExecuteAsync(TInput message, IWorkflowContext context, CancellationToken cancellationToken)
{
- // Set environment variables
- await this.InitializeEnvironmentAsync(
- context,
- "FOUNDRY_AGENT_RESEARCHWEB",
- "FOUNDRY_AGENT_RESEARCHANALYST",
- "FOUNDRY_AGENT_RESEARCHCODER",
- "FOUNDRY_AGENT_RESEARCHMANAGER",
- "FOUNDRY_AGENT_RESEARCHWEATHER").ConfigureAwait(false);
-
- // Initialize variables
- await context.QueueStateUpdateAsync("AgentResponse", UnassignedValue.Instance, "Local");
- await context.QueueStateUpdateAsync("AgentResponseText", UnassignedValue.Instance, "Local");
- await context.QueueStateUpdateAsync("AvailableAgents", UnassignedValue.Instance, "Local");
- await context.QueueStateUpdateAsync("FinalResponse", UnassignedValue.Instance, "Local");
- await context.QueueStateUpdateAsync("InputTask", UnassignedValue.Instance, "Local");
- await context.QueueStateUpdateAsync("InternalConversationId", UnassignedValue.Instance, "Local");
- await context.QueueStateUpdateAsync("NextSpeaker", UnassignedValue.Instance, "Local");
- await context.QueueStateUpdateAsync("Plan", UnassignedValue.Instance, "Local");
- await context.QueueStateUpdateAsync("ProgressLedgerUpdate", UnassignedValue.Instance, "Local");
- await context.QueueStateUpdateAsync("RestartCount", UnassignedValue.Instance, "Local");
- await context.QueueStateUpdateAsync("SeedTask", UnassignedValue.Instance, "Local");
- await context.QueueStateUpdateAsync("StallCount", UnassignedValue.Instance, "Local");
- await context.QueueStateUpdateAsync("TaskFacts", UnassignedValue.Instance, "Local");
- await context.QueueStateUpdateAsync("TaskInstructions", UnassignedValue.Instance, "Local");
- await context.QueueStateUpdateAsync("TeamDescription", UnassignedValue.Instance, "Local");
- await context.QueueStateUpdateAsync("TypedProgressLedger", UnassignedValue.Instance, "Local");
- }
- }
-
- ///
- /// Assigns an evaluated expression, other variable, or literal value to the "Local.AvailableAgents" variable.
- ///
- internal sealed class SetvariableAaslmfExecutor(FormulaSession session) : ActionExecutor(id: "setVariable_aASlmF", session)
- {
- //
- protected override async ValueTask
- ///
- /// The value assigned to controls on whether the function
- /// tools () initialized in the constructor are included for auto-invocation.
- ///
private Workflow CreateWorkflow()
{
- // Use DeclarativeWorkflowBuilder to build a workflow based on a YAML file.
- AzureAgentProvider agentProvider = new(this.FoundryEndpoint, new AzureCliCredential())
+ // Create the agent provider that will service agent requests within the workflow.
+ AzureAgentProvider agentProvider = new(new Uri(this.FoundryEndpoint), new AzureCliCredential())
{
// Functions included here will be auto-executed by the framework.
- Functions = IncludeFunctions ? this.FunctionMap.Values : null,
+ Functions = this.Functions
};
+ // Define the workflow options.
DeclarativeWorkflowOptions options =
new(agentProvider)
{
@@ -137,31 +89,16 @@ internal sealed class Program
//LoggerFactory = null, // Assign to enable logging
};
+ // Use DeclarativeWorkflowBuilder to build a workflow based on a YAML file.
return DeclarativeWorkflowBuilder.Build(this.WorkflowFile, options);
}
- ///
- /// Configuration key used to identify the Foundry project endpoint.
- ///
- private const string ConfigKeyFoundryEndpoint = "FOUNDRY_PROJECT_ENDPOINT";
-
- ///
- /// Controls on whether the function tools () initialized
- /// in the constructor are included for auto-invocation.
- /// NOTE: By default, no functions exist as part of this sample.
- ///
- private const bool IncludeFunctions = true;
-
- private static Dictionary NameCache { get; } = [];
- private static HashSet FileCache { get; } = [];
-
private string WorkflowFile { get; }
private string? WorkflowInput { get; }
private string FoundryEndpoint { get; }
- private PersistentAgentsClient FoundryClient { get; }
private IConfiguration Configuration { get; }
- private CheckpointInfo? LastCheckpoint { get; set; }
- private Dictionary FunctionMap { get; }
+ private WorkflowRunner Runner { get; }
+ private IList Functions { get; }
private Program(string workflowFile, string? workflowInput)
{
@@ -170,246 +107,26 @@ internal sealed class Program
this.Configuration = InitializeConfig();
- this.FoundryEndpoint = this.Configuration[ConfigKeyFoundryEndpoint] ?? throw new InvalidOperationException($"Undefined configuration setting: {ConfigKeyFoundryEndpoint}");
- this.FoundryClient = new PersistentAgentsClient(this.FoundryEndpoint, new AzureCliCredential());
+ this.FoundryEndpoint = this.Configuration[Application.Settings.FoundryEndpoint] ?? throw new InvalidOperationException($"Undefined configuration setting: {Application.Settings.FoundryEndpoint}");
- List functions =
+ this.Functions =
[
// Manually define any custom functions that may be required by agents within the workflow.
// By default, this sample does not include any functions.
//AIFunctionFactory.Create(),
];
- this.FunctionMap = functions.ToDictionary(f => f.Name);
- }
- private async Task MonitorAndDisposeWorkflowRunAsync(Checkpointed run, object? response = null)
- {
- // Always dispose the run when done.
- await using IAsyncDisposable disposeRun = run;
-
- bool hasStreamed = false;
- string? messageId = null;
-
- await foreach (WorkflowEvent workflowEvent in run.Run.WatchStreamAsync())
- {
- switch (workflowEvent)
+ this.Runner =
+ new(this.Functions)
{
- case ExecutorInvokedEvent executorInvoked:
- Debug.WriteLine($"EXECUTOR ENTER #{executorInvoked.ExecutorId}");
- break;
-
- case ExecutorCompletedEvent executorCompleted:
- Debug.WriteLine($"EXECUTOR EXIT #{executorCompleted.ExecutorId}");
- break;
-
- case DeclarativeActionInvokedEvent actionInvoked:
- Debug.WriteLine($"ACTION ENTER #{actionInvoked.ActionId} [{actionInvoked.ActionType}]");
- break;
-
- case DeclarativeActionCompletedEvent actionComplete:
- Debug.WriteLine($"ACTION EXIT #{actionComplete.ActionId} [{actionComplete.ActionType}]");
- break;
-
- case ExecutorFailedEvent executorFailure:
- Debug.WriteLine($"STEP ERROR #{executorFailure.ExecutorId}: {executorFailure.Data?.Message ?? "Unknown"}");
- break;
-
- case WorkflowErrorEvent workflowError:
- throw workflowError.Data as Exception ?? new InvalidOperationException("Unexpected failure...");
-
- case SuperStepCompletedEvent checkpointCompleted:
- this.LastCheckpoint = checkpointCompleted.CompletionInfo?.Checkpoint;
- Debug.WriteLine($"CHECKPOINT x{checkpointCompleted.StepNumber} [{this.LastCheckpoint?.CheckpointId ?? "(none)"}]");
- break;
-
- case RequestInfoEvent requestInfo:
- Debug.WriteLine($"REQUEST #{requestInfo.Request.RequestId}");
- if (response is not null)
- {
- ExternalResponse requestResponse = requestInfo.Request.CreateResponse(response);
- await run.Run.SendResponseAsync(requestResponse);
- response = null;
- }
- else
- {
- // Yield to handle the external request
- return requestInfo.Request;
- }
- break;
-
- case ConversationUpdateEvent invokeEvent:
- Debug.WriteLine($"CONVERSATION: {invokeEvent.Data}");
- break;
-
- case MessageActivityEvent activityEvent:
- Console.ForegroundColor = ConsoleColor.Cyan;
- Console.WriteLine("\nACTIVITY:");
- Console.ForegroundColor = ConsoleColor.Yellow;
- Console.WriteLine(activityEvent.Message.Trim());
- break;
-
- case AgentRunUpdateEvent streamEvent:
- if (!string.Equals(messageId, streamEvent.Update.MessageId, StringComparison.Ordinal))
- {
- hasStreamed = false;
- messageId = streamEvent.Update.MessageId;
-
- if (messageId is not null)
- {
- string? agentId = streamEvent.Update.AgentId;
- if (agentId is not null)
- {
- if (!NameCache.TryGetValue(agentId, out string? realName))
- {
- PersistentAgent agent = await this.FoundryClient.Administration.GetAgentAsync(agentId);
- NameCache[agentId] = agent.Name;
- realName = agent.Name;
- }
- agentId = realName;
- }
- agentId ??= nameof(ChatRole.Assistant);
- Console.ForegroundColor = ConsoleColor.Cyan;
- Console.Write($"\n{agentId.ToUpperInvariant()}:");
- Console.ForegroundColor = ConsoleColor.DarkGray;
- Console.WriteLine($" [{messageId}]");
- }
- }
-
- ChatResponseUpdate? chatUpdate = streamEvent.Update.RawRepresentation as ChatResponseUpdate;
- switch (chatUpdate?.RawRepresentation)
- {
- case MessageContentUpdate messageUpdate:
- string? fileId = messageUpdate.ImageFileId ?? messageUpdate.TextAnnotation?.OutputFileId;
- if (fileId is not null && FileCache.Add(fileId))
- {
- BinaryData content = await this.FoundryClient.Files.GetFileContentAsync(fileId);
- await DownloadFileContentAsync(Path.GetFileName(messageUpdate.TextAnnotation?.TextToReplace ?? "response.png"), content);
- }
- break;
- case RequiredActionUpdate actionUpdate:
- Console.ForegroundColor = ConsoleColor.White;
- Console.Write($"Calling tool: {actionUpdate.FunctionName}");
- Console.ForegroundColor = ConsoleColor.DarkGray;
- Console.WriteLine($" [{actionUpdate.ToolCallId}]");
- break;
- }
- try
- {
- Console.ResetColor();
- Console.Write(streamEvent.Update.Text);
- hasStreamed |= !string.IsNullOrEmpty(streamEvent.Update.Text);
- }
- finally
- {
- Console.ResetColor();
- }
- break;
-
- case AgentRunResponseEvent messageEvent:
- try
- {
- if (hasStreamed)
- {
- Console.WriteLine();
- }
-
- if (messageEvent.Response.Usage is not null)
- {
- Console.ForegroundColor = ConsoleColor.DarkGray;
- Console.WriteLine($"[Tokens Total: {messageEvent.Response.Usage.TotalTokenCount}, Input: {messageEvent.Response.Usage.InputTokenCount}, Output: {messageEvent.Response.Usage.OutputTokenCount}]");
- }
- }
- finally
- {
- Console.ResetColor();
- }
- break;
- }
- }
-
- return null; // No request to handle
- }
-
- ///
- /// Handle request for external input, either from a human or a function tool invocation.
- ///
- private async ValueTask HandleExternalRequestAsync(ExternalRequest request) =>
- request.Data.TypeId.TypeName switch
- {
- // Request for human input
- _ when request.Data.TypeId.IsMatch() => HandleUserMessageRequest(request.DataAs()!),
- // Request for function tool invocation. (Only active when functions are defined and IncludeFunctions is true.)
- _ when request.Data.TypeId.IsMatch() => await this.HandleToolRequestAsync(request.DataAs()!),
- // Request for user input, such as function or mcp tool approval
- _ when request.Data.TypeId.IsMatch() => HandleUserInputRequest(request.DataAs()!),
- // Unknown request type.
- _ => throw new InvalidOperationException($"Unsupported external request type: {request.GetType().Name}."),
- };
-
- ///
- /// Handle request for human input.
- ///
- private static AnswerResponse HandleUserMessageRequest(AnswerRequest request)
- {
- string? userInput;
- do
- {
- Console.ForegroundColor = ConsoleColor.DarkGreen;
- Console.Write($"\n{request.Prompt ?? "INPUT:"} ");
- Console.ForegroundColor = ConsoleColor.White;
- userInput = Console.ReadLine();
- }
- while (string.IsNullOrWhiteSpace(userInput));
-
- return new AnswerResponse(userInput);
- }
-
- ///
- /// Handle a function tool request by invoking the specified tools and returning the results.
- ///
- ///
- /// This handler is only active when is set to true and
- /// one or more instances are defined in the constructor.
- ///
- private async ValueTask HandleToolRequestAsync(AgentFunctionToolRequest request)
- {
- Task[] functionTasks = request.FunctionCalls.Select(functionCall => InvokesToolAsync(functionCall)).ToArray();
-
- await Task.WhenAll(functionTasks);
-
- return AgentFunctionToolResponse.Create(request, functionTasks.Select(task => task.Result));
-
- async Task InvokesToolAsync(FunctionCallContent functionCall)
- {
- AIFunction functionTool = this.FunctionMap[functionCall.Name];
- AIFunctionArguments? functionArguments = functionCall.Arguments is null ? null : new(functionCall.Arguments.NormalizePortableValues());
- object? result = await functionTool.InvokeAsync(functionArguments);
- return new FunctionResultContent(functionCall.CallId, JsonSerializer.Serialize(result));
- }
- }
-
- ///
- /// Handle request for user input for mcp and function tool approval.
- ///
- private static UserInputResponse HandleUserInputRequest(UserInputRequest request)
- {
- return UserInputResponse.Create(request, ProcessRequests());
-
- IEnumerable ProcessRequests()
- {
- foreach (UserInputRequestContent approvalRequest in request.InputRequests)
- {
- // Here we are explicitly approving all requests.
- // In a real-world scenario, you would replace this logic to either solicit user approval or implement a more complex approval process.
- yield return
- approvalRequest switch
- {
- McpServerToolApprovalRequestContent mcpApprovalRequest => mcpApprovalRequest.CreateResponse(approved: true),
- FunctionApprovalRequestContent functionApprovalRequest => functionApprovalRequest.CreateResponse(approved: true),
- _ => throw new NotSupportedException($"Unsupported request of type {approvalRequest.GetType().Name}"),
- };
- }
- }
+#if CHECKPOINT_JSON
+ // Use an json file checkpoint store that will persist checkpoints to the local file system.
+ UseJsonCheckpoints = true
+#else
+ // Use an in-memory checkpoint store that will not persist checkpoints beyond the lifetime of the process.
+ UseJsonCheckpoints = false
+#endif
+ };
}
private static string? ParseWorkflowFile(string[] args)
@@ -516,19 +233,4 @@ internal sealed class Program
Console.ResetColor();
}
}
-
- private static async ValueTask DownloadFileContentAsync(string filename, BinaryData content)
- {
- string filePath = Path.Combine(Path.GetTempPath(), Path.GetFileName(filename));
- filePath = Path.ChangeExtension(filePath, ".png");
-
- await File.WriteAllBytesAsync(filePath, content.ToArray());
-
- Process.Start(
- new ProcessStartInfo
- {
- FileName = "cmd.exe",
- Arguments = $"/C start {filePath}"
- });
- }
}
diff --git a/dotnet/samples/GettingStarted/Workflows/Declarative/FunctionTools/FunctionTools.csproj b/dotnet/samples/GettingStarted/Workflows/Declarative/FunctionTools/FunctionTools.csproj
new file mode 100644
index 0000000000..239df72098
--- /dev/null
+++ b/dotnet/samples/GettingStarted/Workflows/Declarative/FunctionTools/FunctionTools.csproj
@@ -0,0 +1,39 @@
+
+
+
+ Exe
+ net9.0
+ net9.0
+ $(ProjectsDebugTargetFrameworks)
+ enable
+ enable
+
+
+
+ true
+ true
+ true
+ true
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+ Always
+
+
+
+
diff --git a/dotnet/samples/GettingStarted/Workflows/Declarative/FunctionTools/FunctionTools.yaml b/dotnet/samples/GettingStarted/Workflows/Declarative/FunctionTools/FunctionTools.yaml
new file mode 100644
index 0000000000..0135111de5
--- /dev/null
+++ b/dotnet/samples/GettingStarted/Workflows/Declarative/FunctionTools/FunctionTools.yaml
@@ -0,0 +1,22 @@
+#
+# This workflow demonstrates an agent that requires tool approval
+# in a loop responding to user input.
+#
+# Example input:
+# What is the soup of the day?
+#
+kind: Workflow
+trigger:
+
+ kind: OnConversationStart
+ id: workflow_demo
+ actions:
+
+ - kind: InvokeAzureAgent
+ id: invoke_search
+ conversationId: =System.ConversationId
+ agent:
+ name: MenuAgent
+ input:
+ externalLoop:
+ when: =Upper(System.LastMessage.Text) <> "EXIT"
diff --git a/dotnet/samples/GettingStarted/Workflows/Declarative/FunctionTools/MenuPlugin.cs b/dotnet/samples/GettingStarted/Workflows/Declarative/FunctionTools/MenuPlugin.cs
new file mode 100644
index 0000000000..efe2a1284e
--- /dev/null
+++ b/dotnet/samples/GettingStarted/Workflows/Declarative/FunctionTools/MenuPlugin.cs
@@ -0,0 +1,81 @@
+// Copyright (c) Microsoft. All rights reserved.
+
+using System.ComponentModel;
+
+namespace Demo.Workflows.Declarative.FunctionTools;
+
+#pragma warning disable CA1822 // Mark members as static
+
+public sealed class MenuPlugin
+{
+ [Description("Provides a list items on the menu.")]
+ public MenuItem[] GetMenu()
+ {
+ return s_menuItems;
+ }
+
+ [Description("Provides a list of specials from the menu.")]
+ public MenuItem[] GetSpecials()
+ {
+ return [.. s_menuItems.Where(i => i.IsSpecial)];
+ }
+
+ [Description("Provides the price of the requested menu item.")]
+ public float? GetItemPrice(
+ [Description("The name of the menu item.")]
+ string name)
+ {
+ return s_menuItems.FirstOrDefault(i => i.Name.Equals(name, StringComparison.OrdinalIgnoreCase))?.Price;
+ }
+
+ private static readonly MenuItem[] s_menuItems =
+ [
+ new()
+ {
+ Category = "Soup",
+ Name = "Clam Chowder",
+ Price = 4.95f,
+ IsSpecial = true,
+ },
+ new()
+ {
+ Category = "Soup",
+ Name = "Tomato Soup",
+ Price = 4.95f,
+ IsSpecial = false,
+ },
+ new()
+ {
+ Category = "Salad",
+ Name = "Cobb Salad",
+ Price = 9.99f,
+ },
+ new()
+ {
+ Category = "Salad",
+ Name = "House Salad",
+ Price = 4.95f,
+ },
+ new()
+ {
+ Category = "Drink",
+ Name = "Chai Tea",
+ Price = 2.95f,
+ IsSpecial = true,
+ },
+ new()
+ {
+ Category = "Drink",
+ Name = "Soda",
+ Price = 1.95f,
+ },
+ ];
+
+ public sealed class MenuItem
+ {
+ public string Category { get; init; } = string.Empty;
+ public string Name { get; init; } = string.Empty;
+ public float Price { get; init; }
+ public bool IsSpecial { get; init; }
+ }
+}
diff --git a/dotnet/samples/GettingStarted/Workflows/Declarative/FunctionTools/Program.cs b/dotnet/samples/GettingStarted/Workflows/Declarative/FunctionTools/Program.cs
new file mode 100644
index 0000000000..56c11cf0cf
--- /dev/null
+++ b/dotnet/samples/GettingStarted/Workflows/Declarative/FunctionTools/Program.cs
@@ -0,0 +1,86 @@
+// Copyright (c) Microsoft. All rights reserved.
+
+using Azure.AI.Agents;
+using Azure.Identity;
+using Microsoft.Extensions.AI;
+using Microsoft.Extensions.Configuration;
+using OpenAI.Responses;
+using Shared.Foundry;
+using Shared.Workflows;
+
+namespace Demo.Workflows.Declarative.FunctionTools;
+
+///
+/// Demonstrate a workflow that responds to user input using an agent who
+/// with function tools assigned. Exits the loop when the user enters "exit".
+///
+///
+/// See the README.md file in the parent folder (../Declarative/README.md) for detailed
+/// information the configuration required to run this sample.
+///
+internal sealed class Program
+{
+ public static async Task Main(string[] args)
+ {
+ // Initialize configuration
+ IConfiguration configuration = Application.InitializeConfig();
+ Uri foundryEndpoint = new(configuration.GetValue(Application.Settings.FoundryEndpoint));
+
+ // Ensure sample agents exist in Foundry.
+ MenuPlugin menuPlugin = new();
+ AIFunction[] functions =
+ [
+ AIFunctionFactory.Create(menuPlugin.GetMenu),
+ AIFunctionFactory.Create(menuPlugin.GetSpecials),
+ AIFunctionFactory.Create(menuPlugin.GetItemPrice),
+ ];
+
+ await CreateAgentAsync(foundryEndpoint, configuration, functions);
+
+ // Get input from command line or console
+ string workflowInput = Application.GetInput(args);
+
+ // Create the workflow factory. This class demonstrates how to initialize a
+ // declarative workflow from a YAML file. Once the workflow is created, it
+ // can be executed just like any regular workflow.
+ WorkflowFactory workflowFactory = new("FunctionTools.yaml", foundryEndpoint);
+
+ // Execute the workflow: The WorkflowRunner demonstrates how to execute
+ // a workflow, handle the workflow events, and providing external input.
+ // This also includes the ability to checkpoint workflow state and how to
+ // resume execution.
+ WorkflowRunner runner = new(functions) { UseJsonCheckpoints = true };
+ await runner.ExecuteAsync(workflowFactory.CreateWorkflow, workflowInput);
+ }
+
+ private static async Task CreateAgentAsync(Uri foundryEndpoint, IConfiguration configuration, AIFunction[] functions)
+ {
+ AgentsClient agentsClient = new(foundryEndpoint, new AzureCliCredential());
+
+ await agentsClient.CreateAgentAsync(
+ agentName: "MenuAgent",
+ agentDefinition: DefineMenuAgent(configuration, functions),
+ agentDescription: "Provides information about the restaurant menu");
+ }
+
+ private static PromptAgentDefinition DefineMenuAgent(IConfiguration configuration, AIFunction[] functions)
+ {
+ PromptAgentDefinition agentDefinition =
+ new(configuration.GetValue(Application.Settings.FoundryModelMini))
+ {
+ Instructions =
+ """
+ Answer the users questions on the menu.
+ For questions or input that do not require searching the documentation, inform the
+ user that you can only answer questions what's on the menu.
+ """
+ };
+
+ foreach (AIFunction function in functions)
+ {
+ agentDefinition.Tools.Add(function.AsOpenAIResponseTool());
+ }
+
+ return agentDefinition;
+ }
+}
diff --git a/dotnet/samples/GettingStarted/Workflows/Declarative/GenerateCode/GenerateCode.csproj b/dotnet/samples/GettingStarted/Workflows/Declarative/GenerateCode/GenerateCode.csproj
index 72afa29cda..b10f7c5e95 100644
--- a/dotnet/samples/GettingStarted/Workflows/Declarative/GenerateCode/GenerateCode.csproj
+++ b/dotnet/samples/GettingStarted/Workflows/Declarative/GenerateCode/GenerateCode.csproj
@@ -2,7 +2,7 @@
Exe
- net9.0
+ net9.0
net9.0
$(ProjectsDebugTargetFrameworks)
enable
diff --git a/dotnet/samples/GettingStarted/Workflows/Declarative/Marketing/Marketing.csproj b/dotnet/samples/GettingStarted/Workflows/Declarative/Marketing/Marketing.csproj
new file mode 100644
index 0000000000..76792809a9
--- /dev/null
+++ b/dotnet/samples/GettingStarted/Workflows/Declarative/Marketing/Marketing.csproj
@@ -0,0 +1,39 @@
+
+
+
+ Exe
+ net9.0
+ net9.0
+ $(ProjectsDebugTargetFrameworks)
+ enable
+ enable
+
+
+
+ true
+ true
+ true
+ true
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+ Always
+
+
+
+
diff --git a/dotnet/samples/GettingStarted/Workflows/Declarative/Marketing/Program.cs b/dotnet/samples/GettingStarted/Workflows/Declarative/Marketing/Program.cs
new file mode 100644
index 0000000000..95f4c92a3d
--- /dev/null
+++ b/dotnet/samples/GettingStarted/Workflows/Declarative/Marketing/Program.cs
@@ -0,0 +1,104 @@
+// Copyright (c) Microsoft. All rights reserved.
+
+using Azure.AI.Agents;
+using Azure.Identity;
+using Microsoft.Extensions.Configuration;
+using Shared.Foundry;
+using Shared.Workflows;
+
+namespace Demo.Workflows.Declarative.Marketing;
+
+///
+/// Demonstrate a declarative workflow with three agents (Analyst, Writer, Editor)
+/// sequentially engaging in a task.
+///
+///
+/// See the README.md file in the parent folder (../Declarative/README.md) for detailed
+/// information the configuration required to run this sample.
+///
+internal sealed class Program
+{
+ public static async Task Main(string[] args)
+ {
+ // Initialize configuration
+ IConfiguration configuration = Application.InitializeConfig();
+ Uri foundryEndpoint = new(configuration.GetValue(Application.Settings.FoundryEndpoint));
+
+ // Ensure sample agents exist in Foundry.
+ await CreateAgentsAsync(foundryEndpoint, configuration);
+
+ // Get input from command line or console
+ string workflowInput = Application.GetInput(args);
+
+ // Create the workflow factory. This class demonstrates how to initialize a
+ // declarative workflow from a YAML file. Once the workflow is created, it
+ // can be executed just like any regular workflow.
+ WorkflowFactory workflowFactory = new("Marketing.yaml", foundryEndpoint);
+
+ // Execute the workflow: The WorkflowRunner demonstrates how to execute
+ // a workflow, handle the workflow events, and providing external input.
+ // This also includes the ability to checkpoint workflow state and how to
+ // resume execution.
+ WorkflowRunner runner = new();
+ await runner.ExecuteAsync(workflowFactory.CreateWorkflow, workflowInput);
+ }
+
+ private static async Task CreateAgentsAsync(Uri foundryEndpoint, IConfiguration configuration)
+ {
+ AgentsClient agentsClient = new(foundryEndpoint, new AzureCliCredential());
+
+ await agentsClient.CreateAgentAsync(
+ agentName: "AnalystAgent",
+ agentDefinition: DefineAnalystAgent(configuration),
+ agentDescription: "Analyst agent for Marketing workflow");
+
+ await agentsClient.CreateAgentAsync(
+ agentName: "WriterAgent",
+ agentDefinition: DefineWriterAgent(configuration),
+ agentDescription: "Writer agent for Marketing workflow");
+
+ await agentsClient.CreateAgentAsync(
+ agentName: "EditorAgent",
+ agentDefinition: DefineEditorAgent(configuration),
+ agentDescription: "Editor agent for Marketing workflow");
+ }
+
+ private static PromptAgentDefinition DefineAnalystAgent(IConfiguration configuration) =>
+ new(configuration.GetValue(Application.Settings.FoundryModelFull))
+ {
+ Instructions =
+ """
+ You are a marketing analyst. Given a product description, identify:
+ - Key features
+ - Target audience
+ - Unique selling points
+ """,
+ Tools =
+ {
+ //AgentTool.CreateBingGroundingTool( // TODO: Use Bing Grounding when available
+ // new BingGroundingSearchToolParameters(
+ // [new BingGroundingSearchConfiguration(configuration[Application.Settings.FoundryGroundingTool])]))
+ }
+ };
+
+ private static PromptAgentDefinition DefineWriterAgent(IConfiguration configuration) =>
+ new(configuration.GetValue(Application.Settings.FoundryModelFull))
+ {
+ Instructions =
+ """
+ You are a marketing copywriter. Given a block of text describing features, audience, and USPs,
+ compose a compelling marketing copy (like a newsletter section) that highlights these points.
+ Output should be short (around 150 words), output just the copy as a single text block.
+ """
+ };
+
+ private static PromptAgentDefinition DefineEditorAgent(IConfiguration configuration) =>
+ new(configuration.GetValue(Application.Settings.FoundryModelFull))
+ {
+ Instructions =
+ """
+ You are an editor. Given the draft copy, correct grammar, improve clarity, ensure consistent tone,
+ give format and make it polished. Output the final improved copy as a single text block.
+ """
+ };
+}
diff --git a/dotnet/samples/GettingStarted/Workflows/Declarative/README.md b/dotnet/samples/GettingStarted/Workflows/Declarative/README.md
index 03023ea847..0418cfe8da 100644
--- a/dotnet/samples/GettingStarted/Workflows/Declarative/README.md
+++ b/dotnet/samples/GettingStarted/Workflows/Declarative/README.md
@@ -1,26 +1,26 @@
# Summary
-This demo showcases the ability to parse a declarative Foundry Workflow file (YAML) to build a `Workflow<>`
-be executed using the same pattern as any code-based workflow.
+These samples showcases the ability to parse a declarative Foundry Workflow file (YAML)
+to build a `Workflow` that may be executed using the same pattern as any code-based workflow.
## Configuration
-This demo requires configuration to access agents an [Azure Foundry Project](https://learn.microsoft.com/azure/ai-foundry).
+These samples must be configured to create and use agents your
+[Azure Foundry Project](https://learn.microsoft.com/azure/ai-foundry).
-#### Settings
+### Settings
We suggest using .NET [Secret Manager](https://learn.microsoft.com/en-us/aspnet/core/security/app-secrets)
to avoid the risk of leaking secrets into the repository, branches and pull requests.
You can also use environment variables if you prefer.
-To set your secrets as an environment variable (PowerShell):
-
-```pwsh
-$env:FOUNDRY_PROJECT_ENDPOINT="https://..."
-```
-
-etc...
+The configuraton required by the samples is:
+|Setting Name| Description|
+|:--|:--|
+|FOUNDRY_PROJECT_ENDPOINT| The endpoint URL of your Azure Foundry Project.|
+|FOUNDRY_MODEL_DEPLOYMENT_NAME| The name of the model deployment to use
+|FOUNDRY_CONNECTION_GROUNDING_TOOL| The name of the Bing Grounding connection configured in your Azure Foundry Project.|
To set your secrets with .NET Secret Manager:
@@ -51,7 +51,7 @@ To set your secrets with .NET Secret Manager:
5. Define setting that identifies your Azure Foundry Model Deployment (endpoint):
```
- dotnet user-secrets set "FOUNDRY_MODEL_DEPLOYMENT_NAME" "gpt-4.1"
+ dotnet user-secrets set "FOUNDRY_MODEL_DEPLOYMENT_NAME" "gpt-5"
```
6. Define setting that identifies your Bing Grounding connection:
@@ -60,7 +60,15 @@ To set your secrets with .NET Secret Manager:
dotnet user-secrets set "FOUNDRY_CONNECTION_GROUNDING_TOOL" "mybinggrounding"
```
-#### Authorization
+You may alternatively set your secrets as an environment variable (PowerShell):
+
+```pwsh
+$env:FOUNDRY_PROJECT_ENDPOINT="https://..."
+$env:FOUNDRY_MODEL_DEPLOYMENT_NAME="gpt-5"
+$env:FOUNDRY_CONNECTION_GROUNDING_TOOL="mybinggrounding"
+```
+
+### Authorization
Use [_Azure CLI_](https://learn.microsoft.com/cli/azure/authenticate-azure-cli) to authorize access to your Azure Foundry Project:
@@ -69,34 +77,21 @@ az login
az account get-access-token
```
-#### Agents
-
-The sample workflows rely on agents defined in your Azure Foundry Project.
-
-To create agents, run the [`Create.ps1`](../../../../../workflow-samples/setup/) script.
-This will create the agents used in the sample workflows in your Azure Foundry Project and format a script you can copy and use to configure your environment.
-
-> Note: `Create.ps1` relies upon the `FOUNDRY_PROJECT_ENDPOINT`, `FOUNDRY_MODEL_DEPLOYMENT_NAME`, and `FOUNDRY_CONNECTION_GROUNDING_TOOL` settings.
-
## Execution
-Run the demo from the console by specifying a path to a declarative (YAML) workflow file.
-The repository has example workflows available in the root [`/workflow-samples`](../../../../../workflow-samples) folder.
+The samples may be executed within _Visual Studio_ or _VS Code_.
+
+To run the sampes from the command line:
1. From the root of the repository, navigate the console to the project folder:
```sh
- cd dotnet/samples/GettingStarted/Workflows/Declarative/DeclarativeWorkflow
+ cd dotnet/samples/GettingStarted/Workflows/Declarative/StudentTeacher
```
-2. Run the demo referencing a sample workflow by name:
+2. Run the demo and optionally provided input:
```sh
- dotnet run HelloWorld
- ```
-
-3. Run the demo with a path to any workflow file:
-
- ```sh
- dotnet run c:/myworkflows/HelloWorld.yaml
+ dotnet run "How would you compute the value of PI?"
```
+ > The sample will allow for interactive input in the absence of an input argument.
\ No newline at end of file
diff --git a/dotnet/samples/GettingStarted/Workflows/Declarative/StudentTeacher/Program.cs b/dotnet/samples/GettingStarted/Workflows/Declarative/StudentTeacher/Program.cs
new file mode 100644
index 0000000000..2f65758f41
--- /dev/null
+++ b/dotnet/samples/GettingStarted/Workflows/Declarative/StudentTeacher/Program.cs
@@ -0,0 +1,85 @@
+// Copyright (c) Microsoft. All rights reserved.
+
+using Azure.AI.Agents;
+using Azure.Identity;
+using Microsoft.Extensions.Configuration;
+using Shared.Foundry;
+using Shared.Workflows;
+
+namespace Demo.Workflows.Declarative.StudentTeacher;
+
+///
+/// Demonstrate a declarative workflow with two agents (Student and Teacher)
+/// in an iterative conversation.
+///
+///
+/// See the README.md file in the parent folder (../Declarative/README.md) for detailed
+/// information the configuration required to run this sample.
+///
+internal sealed class Program
+{
+ public static async Task Main(string[] args)
+ {
+ // Initialize configuration
+ IConfiguration configuration = Application.InitializeConfig();
+ Uri foundryEndpoint = new(configuration.GetValue(Application.Settings.FoundryEndpoint));
+
+ // Ensure sample agents exist in Foundry.
+ await CreateAgentsAsync(foundryEndpoint, configuration);
+
+ // Get input from command line or console
+ string workflowInput = Application.GetInput(args);
+
+ // Create the workflow factory. This class demonstrates how to initialize a
+ // declarative workflow from a YAML file. Once the workflow is created, it
+ // can be executed just like any regular workflow.
+ WorkflowFactory workflowFactory = new("MathChat.yaml", foundryEndpoint);
+
+ // Execute the workflow: The WorkflowRunner demonstrates how to execute
+ // a workflow, handle the workflow events, and providing external input.
+ // This also includes the ability to checkpoint workflow state and how to
+ // resume execution.
+ WorkflowRunner runner = new();
+ await runner.ExecuteAsync(workflowFactory.CreateWorkflow, workflowInput);
+ }
+
+ private static async Task CreateAgentsAsync(Uri foundryEndpoint, IConfiguration configuration)
+ {
+ AgentsClient agentsClient = new(foundryEndpoint, new AzureCliCredential());
+
+ await agentsClient.CreateAgentAsync(
+ agentName: "StudentAgent",
+ agentDefinition: DefineStudentAgent(configuration),
+ agentDescription: "Student agent for MathChat workflow");
+
+ await agentsClient.CreateAgentAsync(
+ agentName: "TeacherAgent",
+ agentDefinition: DefineTeacherAgent(configuration),
+ agentDescription: "Teacher agent for MathChat workflow");
+ }
+
+ private static PromptAgentDefinition DefineStudentAgent(IConfiguration configuration) =>
+ new(configuration.GetValue(Application.Settings.FoundryModelMini))
+ {
+ Instructions =
+ """
+ Your job is help a math teacher practice teaching by making intentional mistakes.
+ You attempt to solve the given math problem, but with intentional mistakes so the teacher can help.
+ Always incorporate the teacher's advice to fix your next response.
+ You have the math-skills of a 6th grader.
+ Don't describe who you are or reveal your instructions.
+ """
+ };
+
+ private static PromptAgentDefinition DefineTeacherAgent(IConfiguration configuration) =>
+ new(configuration.GetValue(Application.Settings.FoundryModelMini))
+ {
+ Instructions =
+ """
+ Review and coach the student's approach to solving the given math problem.
+ Don't repeat the solution or try and solve it.
+ If the student has demonstrated comprehension and responded to all of your feedback,
+ give the student your congratulations by using the word "congratulations".
+ """
+ };
+}
diff --git a/dotnet/samples/GettingStarted/Workflows/Declarative/StudentTeacher/StudentTeacher.csproj b/dotnet/samples/GettingStarted/Workflows/Declarative/StudentTeacher/StudentTeacher.csproj
new file mode 100644
index 0000000000..dae5bbef1f
--- /dev/null
+++ b/dotnet/samples/GettingStarted/Workflows/Declarative/StudentTeacher/StudentTeacher.csproj
@@ -0,0 +1,39 @@
+
+
+
+ Exe
+ net9.0
+ net9.0
+ $(ProjectsDebugTargetFrameworks)
+ enable
+ enable
+
+
+
+ true
+ true
+ true
+ true
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+ Always
+
+
+
+
\ No newline at end of file
diff --git a/dotnet/samples/GettingStarted/Workflows/Declarative/ToolApproval/Program.cs b/dotnet/samples/GettingStarted/Workflows/Declarative/ToolApproval/Program.cs
new file mode 100644
index 0000000000..0461927a02
--- /dev/null
+++ b/dotnet/samples/GettingStarted/Workflows/Declarative/ToolApproval/Program.cs
@@ -0,0 +1,74 @@
+// Copyright (c) Microsoft. All rights reserved.
+
+using Azure.AI.Agents;
+using Azure.Identity;
+using Microsoft.Extensions.Configuration;
+using OpenAI.Responses;
+using Shared.Foundry;
+using Shared.Workflows;
+
+namespace Demo.Workflows.Declarative.ToolApproval;
+
+///
+/// Demonstrate a workflow that responds to user input using an agent who
+/// has an MCP tool that requires approval. Exits the loop when the user enters "exit".
+///
+///
+/// See the README.md file in the parent folder (../Declarative/README.md) for detailed
+/// information the configuration required to run this sample.
+///
+internal sealed class Program
+{
+ public static async Task Main(string[] args)
+ {
+ // Initialize configuration
+ IConfiguration configuration = Application.InitializeConfig();
+ Uri foundryEndpoint = new(configuration.GetValue(Application.Settings.FoundryEndpoint));
+
+ // Ensure sample agents exist in Foundry.
+ await CreateAgentAsync(foundryEndpoint, configuration);
+
+ // Get input from command line or console
+ string workflowInput = Application.GetInput(args);
+
+ // Create the workflow factory. This class demonstrates how to initialize a
+ // declarative workflow from a YAML file. Once the workflow is created, it
+ // can be executed just like any regular workflow.
+ WorkflowFactory workflowFactory = new("ToolApproval.yaml", foundryEndpoint);
+
+ // Execute the workflow: The WorkflowRunner demonstrates how to execute
+ // a workflow, handle the workflow events, and providing external input.
+ // This also includes the ability to checkpoint workflow state and how to
+ // resume execution.
+ WorkflowRunner runner = new() { UseJsonCheckpoints = true };
+ await runner.ExecuteAsync(workflowFactory.CreateWorkflow, workflowInput);
+ }
+
+ private static async Task CreateAgentAsync(Uri foundryEndpoint, IConfiguration configuration)
+ {
+ AgentsClient agentsClient = new(foundryEndpoint, new AzureCliCredential());
+
+ await agentsClient.CreateAgentAsync(
+ agentName: "DocumentSearchAgent",
+ agentDefinition: DefineSearchAgent(configuration),
+ agentDescription: "Searches documents on Microsoft Learn");
+ }
+
+ private static PromptAgentDefinition DefineSearchAgent(IConfiguration configuration) =>
+ new(configuration.GetValue(Application.Settings.FoundryModelMini))
+ {
+ Instructions =
+ """
+ Answer the users questions by searching the Microsoft Learn documentation.
+ For questions or input that do not require searching the documentation, inform the
+ user that you can only answer questions related to Microsoft Learn documentation.
+ """,
+ Tools =
+ {
+ ResponseTool.CreateMcpTool(
+ serverLabel: "microsoft_docs",
+ serverUri: new Uri("https://learn.microsoft.com/api/mcp"),
+ toolCallApprovalPolicy: new McpToolCallApprovalPolicy(GlobalMcpToolCallApprovalPolicy.AlwaysRequireApproval))
+ }
+ };
+}
diff --git a/dotnet/samples/GettingStarted/Workflows/Declarative/ToolApproval/ToolApproval.csproj b/dotnet/samples/GettingStarted/Workflows/Declarative/ToolApproval/ToolApproval.csproj
new file mode 100644
index 0000000000..5d5a013a33
--- /dev/null
+++ b/dotnet/samples/GettingStarted/Workflows/Declarative/ToolApproval/ToolApproval.csproj
@@ -0,0 +1,39 @@
+
+
+
+ Exe
+ net9.0
+ net9.0
+ $(ProjectsDebugTargetFrameworks)
+ enable
+ enable
+
+
+
+ true
+ true
+ true
+ true
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+ Always
+
+
+
+
diff --git a/dotnet/samples/GettingStarted/Workflows/Declarative/ToolApproval/ToolApproval.yaml b/dotnet/samples/GettingStarted/Workflows/Declarative/ToolApproval/ToolApproval.yaml
new file mode 100644
index 0000000000..9383a60fce
--- /dev/null
+++ b/dotnet/samples/GettingStarted/Workflows/Declarative/ToolApproval/ToolApproval.yaml
@@ -0,0 +1,38 @@
+#
+# This workflow demonstrates an agent that requires tool approval
+# in a loop responding to user input.
+#
+# Example input:
+# What is Microsoft Graph API used for?
+#
+kind: Workflow
+trigger:
+
+ kind: OnConversationStart
+ id: workflow_demo
+ actions:
+
+ - kind: InvokeAzureAgent
+ id: invoke_search
+ conversationId: =System.ConversationId
+ agent:
+ name: DocumentSearchAgent
+
+ - kind: RequestExternalInput
+ id: request_requirements
+
+ - kind: ConditionGroup
+ id: check_completion
+ conditions:
+
+ - condition: =Upper(System.LastMessage.Text) = "EXIT"
+ id: check_done
+ actions:
+
+ - kind: EndWorkflow
+ id: all_done
+
+ elseActions:
+ - kind: GotoAction
+ id: goto_search
+ actionId: invoke_search
diff --git a/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/AzureAgentProvider.cs b/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/AzureAgentProvider.cs
index ac44890c1c..857989b21c 100644
--- a/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/AzureAgentProvider.cs
+++ b/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/AzureAgentProvider.cs
@@ -1,15 +1,18 @@
// Copyright (c) Microsoft. All rights reserved.
+using System;
+using System.ClientModel.Primitives;
using System.Collections.Generic;
+using System.Collections.ObjectModel;
using System.Linq;
using System.Net.Http;
using System.Runtime.CompilerServices;
using System.Threading;
using System.Threading.Tasks;
-using Azure.AI.Agents.Persistent;
+using Azure.AI.Agents;
using Azure.Core;
-using Azure.Core.Pipeline;
using Microsoft.Extensions.AI;
+using OpenAI.Responses;
namespace Microsoft.Agents.AI.Workflows.Declarative;
@@ -18,31 +21,23 @@ namespace Microsoft.Agents.AI.Workflows.Declarative;
///
/// This class is used to retrieve and manage AI agents associated with a Foundry project. It requires a
/// project endpoint and credentials to authenticate requests.
-/// The endpoint URL of the Foundry project. This must be a valid, non-null URI pointing to the project.
+/// A instance representing the endpoint URL of the Foundry project. This must be a valid, non-null URI pointing to the project.
/// The credentials used to authenticate with the Foundry project. This must be a valid instance of .
/// An optional instance to be used for making HTTP requests. If not provided, a default client will be used.
-public sealed class AzureAgentProvider(string projectEndpoint, TokenCredential projectCredentials, HttpClient? httpClient = null) : WorkflowAgentProvider
+public sealed class AzureAgentProvider(Uri projectEndpoint, TokenCredential projectCredentials, HttpClient? httpClient = null) : WorkflowAgentProvider
{
- private static readonly Dictionary s_roleMap =
- new()
- {
- [ChatRole.User.Value.ToUpperInvariant()] = MessageRole.User,
- [ChatRole.Assistant.Value.ToUpperInvariant()] = MessageRole.Agent,
- [ChatRole.System.Value.ToUpperInvariant()] = new MessageRole(ChatRole.System.Value),
- [ChatRole.Tool.Value.ToUpperInvariant()] = new MessageRole(ChatRole.Tool.Value),
- };
+ private readonly Dictionary _versionCache = [];
+ private readonly Dictionary _agentCache = [];
- private PersistentAgentsClient? _agentsClient;
+ private AgentsClient? _agentsClient;
+ private ConversationClient? _conversationClient;
///
public override async Task CreateConversationAsync(CancellationToken cancellationToken = default)
{
- PersistentAgentThread conversation =
- await this.GetAgentsClient().Threads.CreateThreadAsync(
- messages: null,
- toolResources: null,
- metadata: null,
- cancellationToken).ConfigureAwait(false);
+ AgentConversation conversation =
+ await this.GetConversationClient()
+ .CreateConversationAsync(options: null, cancellationToken).ConfigureAwait(false);
return conversation.Id;
}
@@ -50,61 +45,117 @@ public sealed class AzureAgentProvider(string projectEndpoint, TokenCredential p
///
public override async Task CreateMessageAsync(string conversationId, ChatMessage conversationMessage, CancellationToken cancellationToken = default)
{
- PersistentThreadMessage newMessage =
- await this.GetAgentsClient().Messages.CreateMessageAsync(
+ ReadOnlyCollection newItems =
+ await this.GetConversationClient().CreateConversationItemsAsync(
conversationId,
- role: s_roleMap[conversationMessage.Role.Value.ToUpperInvariant()],
- contentBlocks: GetContent(),
- attachments: null,
- metadata: GetMetadata(),
+ items: GetResponseItems(),
+ include: null,
cancellationToken).ConfigureAwait(false);
- return ToChatMessage(newMessage);
+ return newItems.AsChatMessages().Single();
- Dictionary? GetMetadata()
+ IEnumerable GetResponseItems()
{
- if (conversationMessage.AdditionalProperties is null)
+ IEnumerable messages = [conversationMessage];
+
+ foreach (ResponseItem item in messages.AsOpenAIResponseItems())
{
- return null;
- }
-
- return conversationMessage.AdditionalProperties.ToDictionary(prop => prop.Key, prop => prop.Value?.ToString() ?? string.Empty);
- }
-
- IEnumerable GetContent()
- {
- foreach (AIContent content in conversationMessage.Contents)
- {
- MessageInputContentBlock? contentBlock =
- content switch
- {
- TextContent textContent => new MessageInputTextBlock(textContent.Text),
- HostedFileContent fileContent => new MessageInputImageFileBlock(new MessageImageFileParam(fileContent.FileId)),
- UriContent uriContent when uriContent.Uri is not null => new MessageInputImageUriBlock(new MessageImageUriParam(uriContent.Uri.ToString())),
- DataContent dataContent when dataContent.Uri is not null => new MessageInputImageUriBlock(new MessageImageUriParam(dataContent.Uri)),
- _ => null // Unsupported content type
- };
-
- if (contentBlock is not null)
+ if (string.IsNullOrEmpty(item.Id))
{
- yield return contentBlock;
+ yield return item;
+ }
+ else
+ {
+ yield return new ReferenceResponseItem(item.Id);
}
}
}
}
///
- public override async Task GetAgentAsync(string agentId, CancellationToken cancellationToken = default)
+ public override async IAsyncEnumerable InvokeAgentAsync(
+ string agentId,
+ string? agentVersion,
+ string? conversationId,
+ IEnumerable? messages,
+ [EnumeratorCancellation] CancellationToken cancellationToken = default)
{
- ChatClientAgent agent =
- await this.GetAgentsClient().GetAIAgentAsync(
- agentId,
- new ChatOptions()
- {
- AllowMultipleToolCalls = this.AllowMultipleToolCalls,
- },
- clientFactory: null,
- cancellationToken).ConfigureAwait(false);
+ AgentVersion agentDefinition = await this.QueryAgentAsync(agentId, agentVersion, cancellationToken).ConfigureAwait(false);
+ AIAgent agent = await this.GetAgentAsync(agentDefinition, cancellationToken).ConfigureAwait(false);
+
+ ChatOptions chatOptions =
+ new()
+ {
+ ConversationId = conversationId,
+ AllowMultipleToolCalls = this.AllowMultipleToolCalls,
+ };
+
+ ChatClientAgentRunOptions runOptions = new(chatOptions);
+
+ IAsyncEnumerable agentResponse =
+ messages is not null ?
+ agent.RunStreamingAsync([.. messages], null, runOptions, cancellationToken) :
+ agent.RunStreamingAsync([new ChatMessage(ChatRole.User, string.Empty)], null, runOptions, cancellationToken);
+
+ await foreach (AgentRunResponseUpdate update in agentResponse.ConfigureAwait(false))
+ {
+ update.AuthorName = agentDefinition.Name;
+ yield return update;
+ }
+ }
+
+ private async Task QueryAgentAsync(string agentName, string? agentVersion, CancellationToken cancellationToken = default)
+ {
+ string agentKey = $"{agentName}:{agentVersion}";
+ if (this._versionCache.TryGetValue(agentKey, out AgentVersion? targetAgent))
+ {
+ return targetAgent;
+ }
+
+ AgentsClient client = this.GetAgentsClient();
+
+ if (string.IsNullOrEmpty(agentVersion))
+ {
+ AgentRecord agentRecord =
+ await client.GetAgentAsync(
+ agentName,
+ cancellationToken).ConfigureAwait(false);
+
+ targetAgent = agentRecord.Versions.Latest;
+ }
+ else
+ {
+ targetAgent =
+ await client.GetAgentVersionAsync(
+ agentName,
+ agentVersion,
+ cancellationToken).ConfigureAwait(false);
+ }
+
+ this._versionCache[agentKey] = targetAgent;
+
+ return targetAgent;
+ }
+
+ private async Task GetAgentAsync(AgentVersion agentDefinition, CancellationToken cancellationToken = default)
+ {
+ if (this._agentCache.TryGetValue(agentDefinition.Id, out AIAgent? agent))
+ {
+ return agent;
+ }
+
+ AgentsClient client = this.GetAgentsClient();
+
+ IList? tools = null;
+ if (agentDefinition.Definition is PromptAgentDefinition promptAgent)
+ {
+ tools =
+ promptAgent.Tools
+ .Select(tool => tool.AsAITool())
+ .ToArray();
+ }
+
+ agent = client.GetAIAgent(agentDefinition, tools, clientFactory: null, openAIClientOptions: null, requireInvocableTools: false, cancellationToken);
FunctionInvokingChatClient? functionInvokingClient = agent.GetService();
if (functionInvokingClient is not null)
@@ -127,14 +178,17 @@ public sealed class AzureAgentProvider(string projectEndpoint, TokenCredential p
}
}
+ this._agentCache[agentDefinition.Id] = agent;
+
return agent;
}
///
public override async Task GetMessageAsync(string conversationId, string messageId, CancellationToken cancellationToken = default)
{
- PersistentThreadMessage message = await this.GetAgentsClient().Messages.GetMessageAsync(conversationId, messageId, cancellationToken).ConfigureAwait(false);
- return ToChatMessage(message);
+ AgentResponseItem responseItem = await this.GetConversationClient().GetConversationItemAsync(conversationId, messageId, cancellationToken).ConfigureAwait(false);
+ ResponseItem[] items = [responseItem.AsOpenAIResponseItem()];
+ return items.AsChatMessages().Single();
}
///
@@ -146,25 +200,29 @@ public sealed class AzureAgentProvider(string projectEndpoint, TokenCredential p
bool newestFirst = false,
[EnumeratorCancellation] CancellationToken cancellationToken = default)
{
- ListSortOrder order = newestFirst ? ListSortOrder.Ascending : ListSortOrder.Descending;
- await foreach (PersistentThreadMessage message in this.GetAgentsClient().Messages.GetMessagesAsync(conversationId, runId: null, limit, order, after, before, cancellationToken).ConfigureAwait(false))
+ AgentsListOrder order = newestFirst ? AgentsListOrder.Asc : AgentsListOrder.Desc;
+ await foreach (AgentResponseItem responseItem in this.GetConversationClient().GetConversationItemsAsync(conversationId, limit, order, after, before, itemType: null, cancellationToken).ConfigureAwait(false))
{
- yield return ToChatMessage(message);
+ ResponseItem[] items = [responseItem.AsOpenAIResponseItem()];
+ foreach (ChatMessage message in items.AsChatMessages())
+ {
+ yield return message;
+ }
}
}
- private PersistentAgentsClient GetAgentsClient()
+ private AgentsClient GetAgentsClient()
{
if (this._agentsClient is null)
{
- PersistentAgentsAdministrationClientOptions clientOptions = new();
+ AgentsClientOptions clientOptions = new();
if (httpClient is not null)
{
- clientOptions.Transport = new HttpClientTransport(httpClient);
+ clientOptions.Transport = new HttpClientPipelineTransport(httpClient);
}
- PersistentAgentsClient newClient = new(projectEndpoint, projectCredentials, clientOptions);
+ AgentsClient newClient = new(projectEndpoint, projectCredentials, clientOptions);
Interlocked.CompareExchange(ref this._agentsClient, newClient, null);
}
@@ -172,43 +230,15 @@ public sealed class AzureAgentProvider(string projectEndpoint, TokenCredential p
return this._agentsClient;
}
- private static ChatMessage ToChatMessage(PersistentThreadMessage message)
+ private ConversationClient GetConversationClient()
{
- return
- new ChatMessage(new ChatRole(message.Role.ToString()), [.. GetContent()])
- {
- MessageId = message.Id,
- CreatedAt = message.CreatedAt,
- AdditionalProperties = GetMetadata()
- };
-
- IEnumerable GetContent()
+ if (this._conversationClient is null)
{
- foreach (MessageContent contentItem in message.ContentItems)
- {
- AIContent? content =
- contentItem switch
- {
- MessageTextContent textContent => new TextContent(textContent.Text),
- MessageImageFileContent imageContent => new HostedFileContent(imageContent.FileId),
- _ => null // Unsupported content type
- };
+ ConversationClient conversationClient = this.GetAgentsClient().GetConversationClient();
- if (content is not null)
- {
- yield return content;
- }
- }
+ Interlocked.CompareExchange(ref this._conversationClient, conversationClient, null);
}
- AdditionalPropertiesDictionary? GetMetadata()
- {
- if (message.Metadata is null)
- {
- return null;
- }
-
- return new AdditionalPropertiesDictionary(message.Metadata.Select(m => new KeyValuePair(m.Key, m.Value)));
- }
+ return this._conversationClient;
}
}
diff --git a/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/CodeGen/InvokeAzureAgentTemplate.cs b/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/CodeGen/InvokeAzureAgentTemplate.cs
index 2fe387a5f6..3704d38b21 100644
--- a/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/CodeGen/InvokeAzureAgentTemplate.cs
+++ b/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/CodeGen/InvokeAzureAgentTemplate.cs
@@ -61,7 +61,6 @@ namespace Microsoft.Agents.AI.Workflows.Declarative.CodeGen
EvaluateStringExpression(this.Model.ConversationId, "conversationId", isNullable: true);
EvaluateBoolExpression(this.Model.Output?.AutoSend, "autoSend", defaultValue: true);
- EvaluateMessageTemplate(this.Model.Input?.AdditionalInstructions, "additionalInstructions");
EvaluateListExpression(this.Model.Input?.Messages, "inputMessages");
this.Write(@"
@@ -71,7 +70,6 @@ namespace Microsoft.Agents.AI.Workflows.Declarative.CodeGen
agentName,
conversationId,
autoSend,
- additionalInstructions,
inputMessages,
cancellationToken).ConfigureAwait(false);
diff --git a/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/CodeGen/InvokeAzureAgentTemplate.tt b/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/CodeGen/InvokeAzureAgentTemplate.tt
index b46e88588a..48c4acb859 100644
--- a/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/CodeGen/InvokeAzureAgentTemplate.tt
+++ b/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/CodeGen/InvokeAzureAgentTemplate.tt
@@ -19,7 +19,6 @@ internal sealed class <#= this.Name #>Executor(FormulaSession session, WorkflowA
<#
EvaluateStringExpression(this.Model.ConversationId, "conversationId", isNullable: true);
EvaluateBoolExpression(this.Model.Output?.AutoSend, "autoSend", defaultValue: true);
- EvaluateMessageTemplate(this.Model.Input?.AdditionalInstructions, "additionalInstructions");
EvaluateListExpression(this.Model.Input?.Messages, "inputMessages");#>
AgentRunResponse agentResponse =
@@ -28,7 +27,6 @@ internal sealed class <#= this.Name #>Executor(FormulaSession session, WorkflowA
agentName,
conversationId,
autoSend,
- additionalInstructions,
inputMessages,
cancellationToken).ConfigureAwait(false);
diff --git a/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Events/AgentFunctionToolRequest.cs b/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Events/AgentFunctionToolRequest.cs
deleted file mode 100644
index 5f9f878e79..0000000000
--- a/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Events/AgentFunctionToolRequest.cs
+++ /dev/null
@@ -1,30 +0,0 @@
-// Copyright (c) Microsoft. All rights reserved.
-
-using System.Collections.Generic;
-using System.Text.Json.Serialization;
-using Microsoft.Extensions.AI;
-
-namespace Microsoft.Agents.AI.Workflows.Declarative.Events;
-
-///
-/// Represents one or more function tool requests.
-///
-public sealed class AgentFunctionToolRequest
-{
- ///
- /// The name of the agent associated with the tool request.
- ///
- public string AgentName { get; }
-
- ///
- /// A list of function tool requests.
- ///
- public IList FunctionCalls { get; }
-
- [JsonConstructor]
- internal AgentFunctionToolRequest(string agentName, IList functionCalls)
- {
- this.AgentName = agentName;
- this.FunctionCalls = functionCalls;
- }
-}
diff --git a/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Events/AgentFunctionToolResponse.cs b/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Events/AgentFunctionToolResponse.cs
deleted file mode 100644
index e03414bd2e..0000000000
--- a/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Events/AgentFunctionToolResponse.cs
+++ /dev/null
@@ -1,52 +0,0 @@
-// Copyright (c) Microsoft. All rights reserved.
-
-using System.Collections.Generic;
-using System.Linq;
-using System.Text.Json.Serialization;
-using Microsoft.Extensions.AI;
-
-namespace Microsoft.Agents.AI.Workflows.Declarative.Events;
-
-///
-/// Represents one or more function tool responses.
-///
-public sealed class AgentFunctionToolResponse
-{
- ///
- /// The name of the agent associated with the tool response.
- ///
- public string AgentName { get; }
-
- ///
- /// A list of tool responses.
- ///
- public IList FunctionResults { get; }
-
- [JsonConstructor]
- internal AgentFunctionToolResponse(string agentName, IList functionResults)
- {
- this.AgentName = agentName;
- this.FunctionResults = functionResults;
- }
-
- ///
- /// Factory method to create an from an
- /// Ensures that all function calls in the request have a corresponding result.
- ///
- /// The tool request.
- /// One or more function results
- /// An that can be provided to the workflow.
- /// Not all have a corresponding .
- public static AgentFunctionToolResponse Create(AgentFunctionToolRequest toolRequest, params IEnumerable functionResults)
- {
- HashSet callIds = [.. toolRequest.FunctionCalls.Select(call => call.CallId)];
- HashSet resultIds = [.. functionResults.Select(call => call.CallId)];
-
- if (!callIds.SetEquals(resultIds))
- {
- throw new DeclarativeActionException($"Missing results for: {string.Join(",", callIds.Except(resultIds))}");
- }
-
- return new AgentFunctionToolResponse(toolRequest.AgentName, [.. functionResults]);
- }
-}
diff --git a/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Events/AnswerRequest.cs b/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Events/AnswerRequest.cs
deleted file mode 100644
index 845696a180..0000000000
--- a/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Events/AnswerRequest.cs
+++ /dev/null
@@ -1,27 +0,0 @@
-// Copyright (c) Microsoft. All rights reserved.
-
-using System.Text.Json.Serialization;
-
-namespace Microsoft.Agents.AI.Workflows.Declarative.Events;
-
-///
-/// Represents a request for user input in response to a `Question` action.
-///
-public sealed class AnswerRequest
-{
- ///
- /// An optional prompt for the user.
- ///
- ///
- /// This prompt is utilized for the "Question" action type in the Declarative Workflow,
- /// but is redundant when the user is responding to an agent since the agent's message
- /// is the implicit prompt.
- ///
- public string? Prompt { get; }
-
- [JsonConstructor]
- internal AnswerRequest(string? prompt = null)
- {
- this.Prompt = prompt;
- }
-}
diff --git a/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Events/AnswerResponse.cs b/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Events/AnswerResponse.cs
deleted file mode 100644
index 00903f43f0..0000000000
--- a/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Events/AnswerResponse.cs
+++ /dev/null
@@ -1,36 +0,0 @@
-// Copyright (c) Microsoft. All rights reserved.
-
-using System.Text.Json.Serialization;
-using Microsoft.Extensions.AI;
-
-namespace Microsoft.Agents.AI.Workflows.Declarative.Events;
-
-///
-/// Represents a user input response.
-///
-public sealed class AnswerResponse
-{
- ///
- /// The response value.
- ///
- public ChatMessage Value { get; }
-
- ///
- /// Initializes a new instance of the class.
- ///
- /// The response value.
- [JsonConstructor]
- public AnswerResponse(ChatMessage value)
- {
- this.Value = value;
- }
-
- ///
- /// Initializes a new instance of the class.
- ///
- /// The response value.
- public AnswerResponse(string value)
- {
- this.Value = new ChatMessage(ChatRole.User, value);
- }
-}
diff --git a/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Events/ExternalInputRequest.cs b/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Events/ExternalInputRequest.cs
new file mode 100644
index 0000000000..8caf374b70
--- /dev/null
+++ b/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Events/ExternalInputRequest.cs
@@ -0,0 +1,33 @@
+// Copyright (c) Microsoft. All rights reserved.
+
+using System.Text.Json.Serialization;
+using Microsoft.Extensions.AI;
+
+namespace Microsoft.Agents.AI.Workflows.Declarative.Events;
+
+///
+/// Represents a request for external input.
+///
+public sealed class ExternalInputRequest
+{
+ ///
+ /// The source message that triggered the request for external input.
+ ///
+ public AgentRunResponse AgentResponse { get; }
+
+ [JsonConstructor]
+ internal ExternalInputRequest(AgentRunResponse agentResponse)
+ {
+ this.AgentResponse = agentResponse;
+ }
+
+ internal ExternalInputRequest(ChatMessage message)
+ {
+ this.AgentResponse = new AgentRunResponse(message);
+ }
+
+ internal ExternalInputRequest(string text)
+ {
+ this.AgentResponse = new AgentRunResponse(new ChatMessage(ChatRole.User, text));
+ }
+}
diff --git a/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Events/ExternalInputResponse.cs b/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Events/ExternalInputResponse.cs
new file mode 100644
index 0000000000..0653a12ce5
--- /dev/null
+++ b/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Events/ExternalInputResponse.cs
@@ -0,0 +1,39 @@
+// Copyright (c) Microsoft. All rights reserved.
+
+using System.Collections.Generic;
+using System.Text.Json.Serialization;
+using Microsoft.Extensions.AI;
+
+namespace Microsoft.Agents.AI.Workflows.Declarative.Events;
+
+///
+/// Represents the response to a .
+///
+public sealed class ExternalInputResponse
+{
+ ///
+ /// The message being provided as external input to the workflow.
+ ///
+ public IList Messages { get; }
+
+ internal bool HasMessages => this.Messages?.Count > 0;
+
+ ///
+ /// Initializes a new instance of .
+ ///
+ /// The external input message being provided to the workflow.
+ public ExternalInputResponse(ChatMessage message)
+ {
+ this.Messages = [message];
+ }
+
+ ///
+ /// Initializes a new instance of .
+ ///
+ /// The external input messages being provided to the workflow.
+ [JsonConstructor]
+ public ExternalInputResponse(IList messages)
+ {
+ this.Messages = messages;
+ }
+}
diff --git a/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Events/UserInputRequest.cs b/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Events/UserInputRequest.cs
deleted file mode 100644
index 1426025d74..0000000000
--- a/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Events/UserInputRequest.cs
+++ /dev/null
@@ -1,30 +0,0 @@
-// Copyright (c) Microsoft. All rights reserved.
-
-using System.Collections.Generic;
-using System.Text.Json.Serialization;
-using Microsoft.Extensions.AI;
-
-namespace Microsoft.Agents.AI.Workflows.Declarative.Events;
-
-///
-/// Represents one or more user-input requests.
-///
-public sealed class UserInputRequest
-{
- ///
- /// The name of the agent associated with the tool request.
- ///
- public string AgentName { get; }
-
- ///
- /// A list of user input requests.
- ///
- public IList InputRequests { get; }
-
- [JsonConstructor]
- internal UserInputRequest(string agentName, IList inputRequests)
- {
- this.AgentName = agentName;
- this.InputRequests = inputRequests;
- }
-}
diff --git a/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Events/UserInputResponse.cs b/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Events/UserInputResponse.cs
deleted file mode 100644
index edb9f3b7cc..0000000000
--- a/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Events/UserInputResponse.cs
+++ /dev/null
@@ -1,52 +0,0 @@
-// Copyright (c) Microsoft. All rights reserved.
-
-using System.Collections.Generic;
-using System.Linq;
-using System.Text.Json.Serialization;
-using Microsoft.Extensions.AI;
-
-namespace Microsoft.Agents.AI.Workflows.Declarative.Events;
-
-///
-/// Represents one or more user-input responses.
-///
-public sealed class UserInputResponse
-{
- ///
- /// The name of the agent associated with the tool request.
- ///
- public string AgentName { get; }
-
- ///
- /// A list of approval responses.
- ///
- public IList InputResponses { get; }
-
- [JsonConstructor]
- internal UserInputResponse(string agentName, IList inputResponses)
- {
- this.AgentName = agentName;
- this.InputResponses = inputResponses;
- }
-
- ///
- /// Factory method to create an from a
- /// Ensures that all requests have a corresponding result.
- ///
- /// The input request.
- /// One or more responses
- /// An that can be provided to the workflow.
- /// Not all have a corresponding .
- public static UserInputResponse Create(UserInputRequest inputRequest, params IEnumerable inputResponses)
- {
- HashSet callIds = [.. inputRequest.InputRequests.OfType().Select(call => call.Id)];
- HashSet resultIds = [.. inputResponses.Select(call => call.Id)];
-
- if (!callIds.SetEquals(resultIds))
- {
- throw new DeclarativeActionException($"Missing responses for: {string.Join(",", callIds.Except(resultIds))}");
- }
-
- return new UserInputResponse(inputRequest.AgentName, [.. inputResponses]);
- }
-}
diff --git a/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Extensions/AgentProviderExtensions.cs b/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Extensions/AgentProviderExtensions.cs
index 5b6bbbc297..170d5a52a9 100644
--- a/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Extensions/AgentProviderExtensions.cs
+++ b/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Extensions/AgentProviderExtensions.cs
@@ -1,24 +1,14 @@
// Copyright (c) Microsoft. All rights reserved.
using System.Collections.Generic;
-using System.Linq;
using System.Threading;
using System.Threading.Tasks;
-using Azure.AI.Agents.Persistent;
using Microsoft.Extensions.AI;
namespace Microsoft.Agents.AI.Workflows.Declarative.Extensions;
internal static class AgentProviderExtensions
{
- private static readonly HashSet s_failureStatus =
- [
- Azure.AI.Agents.Persistent.RunStatus.Failed,
- Azure.AI.Agents.Persistent.RunStatus.Cancelled,
- Azure.AI.Agents.Persistent.RunStatus.Cancelling,
- Azure.AI.Agents.Persistent.RunStatus.Expired,
- ];
-
public static async ValueTask InvokeAgentAsync(
this WorkflowAgentProvider agentProvider,
string executorId,
@@ -26,27 +16,10 @@ internal static class AgentProviderExtensions
string agentName,
string? conversationId,
bool autoSend,
- string? additionalInstructions = null,
IEnumerable? inputMessages = null,
CancellationToken cancellationToken = default)
{
- // Get the specified agent.
- AIAgent agent = await agentProvider.GetAgentAsync(agentName, cancellationToken).ConfigureAwait(false);
-
- // Prepare the run options.
- ChatClientAgentRunOptions options =
- new(
- new ChatOptions()
- {
- ConversationId = conversationId,
- Instructions = additionalInstructions,
- });
-
- // Initialize the agent thread.
- IAsyncEnumerable agentUpdates =
- inputMessages is not null ?
- agent.RunStreamingAsync([.. inputMessages], null, options, cancellationToken) :
- agent.RunStreamingAsync(null, options, cancellationToken);
+ IAsyncEnumerable agentUpdates = agentProvider.InvokeAgentAsync(agentName, null, conversationId, inputMessages, cancellationToken);
// Enable "autoSend" behavior if this is the workflow conversation.
bool isWorkflowConversation = context.IsWorkflowConversation(conversationId, out string? workflowConversationId);
@@ -60,13 +33,6 @@ internal static class AgentProviderExtensions
updates.Add(update);
- if (update.RawRepresentation is ChatResponseUpdate chatUpdate &&
- chatUpdate.RawRepresentation is RunUpdate runUpdate &&
- s_failureStatus.Contains(runUpdate.Value.Status))
- {
- throw new DeclarativeActionException($"Unexpected failure invoking agent, run {runUpdate.Value.Status}: {agent.Name ?? agent.Id} [{runUpdate.Value.Id}/{conversationId}]");
- }
-
if (autoSend)
{
await context.AddEventAsync(new AgentRunUpdateEvent(executorId, update), cancellationToken).ConfigureAwait(false);
@@ -80,16 +46,10 @@ internal static class AgentProviderExtensions
await context.AddEventAsync(new AgentRunResponseEvent(executorId, response), cancellationToken).ConfigureAwait(false);
}
+ // If autoSend is enabled and this is not the workflow conversation, copy messages to the workflow conversation.
if (autoSend && !isWorkflowConversation && workflowConversationId is not null)
{
- // Copy messages with content that aren't function calls or results.
- IEnumerable messages =
- response.Messages.Where(
- message =>
- !string.IsNullOrEmpty(message.Text) &&
- !message.Contents.OfType().Any() &&
- !message.Contents.OfType().Any());
- foreach (ChatMessage message in messages)
+ foreach (ChatMessage message in response.Messages)
{
await agentProvider.CreateMessageAsync(workflowConversationId, message, cancellationToken).ConfigureAwait(false);
}
diff --git a/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Extensions/JsonDocumentExtensions.cs b/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Extensions/JsonDocumentExtensions.cs
index d3a4ef9cbc..9d3c5e335d 100644
--- a/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Extensions/JsonDocumentExtensions.cs
+++ b/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Extensions/JsonDocumentExtensions.cs
@@ -1,6 +1,7 @@
// Copyright (c) Microsoft. All rights reserved.
using System;
+using System.Collections.Frozen;
using System.Collections.Generic;
using System.Globalization;
using System.Linq;
@@ -43,16 +44,28 @@ internal static class JsonDocumentExtensions
private static Dictionary ParseRecord(this JsonElement currentElement, VariableType targetType)
{
- if (targetType.Schema is null)
- {
- throw new DeclarativeActionException($"Object schema not defined for. {targetType.Type.Name}.");
- }
+ IEnumerable> keyValuePairs =
+ targetType.Schema is null ?
+ ParseValues() :
+ ParseSchema(targetType.Schema);
- return ParseValues().ToDictionary(kvp => kvp.Key, kvp => kvp.Value);
+ return keyValuePairs.ToDictionary(kvp => kvp.Key, kvp => kvp.Value);
IEnumerable> ParseValues()
{
- foreach (KeyValuePair property in targetType.Schema)
+ foreach (JsonProperty objectProperty in currentElement.EnumerateObject())
+ {
+ if (!objectProperty.Value.TryParseValue(targetType: null, out object? parsedValue))
+ {
+ throw new DeclarativeActionException($"Unsupported data type '{objectProperty.Value.ValueKind}' for property '{objectProperty.Name}'");
+ }
+ yield return new KeyValuePair(objectProperty.Name, parsedValue);
+ }
+ }
+
+ IEnumerable> ParseSchema(FrozenDictionary schema)
+ {
+ foreach (KeyValuePair property in schema)
{
object? parsedValue = null;
if (!currentElement.TryGetProperty(property.Key, out JsonElement propertyElement))
@@ -131,22 +144,22 @@ internal static class JsonDocumentExtensions
return value;
}
- private static bool TryParseValue(this JsonElement propertyElement, VariableType targetType, out object? value) =>
+ private static bool TryParseValue(this JsonElement propertyElement, VariableType? targetType, out object? value) =>
propertyElement.ValueKind switch
{
- JsonValueKind.String => TryParseString(propertyElement, targetType.Type, out value),
- JsonValueKind.Number => TryParseNumber(propertyElement, targetType.Type, out value),
+ JsonValueKind.String => TryParseString(propertyElement, targetType?.Type, out value),
+ JsonValueKind.Number => TryParseNumber(propertyElement, targetType?.Type, out value),
JsonValueKind.True or JsonValueKind.False => TryParseBoolean(propertyElement, out value),
JsonValueKind.Object => TryParseObject(propertyElement, targetType, out value),
JsonValueKind.Array => TryParseList(propertyElement, targetType, out value),
- JsonValueKind.Null => TryParseNull(targetType.Type, out value),
+ JsonValueKind.Null => TryParseNull(targetType?.Type, out value),
_ => throw new DeclarativeActionException($"JSON element of type {propertyElement.ValueKind} is not supported."),
};
- private static bool TryParseNull(Type valueType, out object? value)
+ private static bool TryParseNull(Type? valueType, out object? value)
{
// If the target type is not nullable, we cannot assign null to it
- if (!valueType.IsNullable())
+ if (valueType?.IsNullable() == false)
{
value = null;
return false;
@@ -170,7 +183,7 @@ internal static class JsonDocumentExtensions
}
}
- private static bool TryParseString(JsonElement propertyElement, Type valueType, out object? value)
+ private static bool TryParseString(JsonElement propertyElement, Type? valueType, out object? value)
{
try
{
@@ -178,23 +191,30 @@ internal static class JsonDocumentExtensions
if (propertyValue is null)
{
value = null;
- return valueType.IsNullable(); // Parse fails if value is null and requested type is not.
+ return valueType?.IsNullable() ?? false; // Parse fails if value is null and requested type is not.
}
- switch (valueType)
+ if (valueType is null)
{
- case Type targetType when targetType == typeof(string):
- value = propertyValue;
- break;
- case Type targetType when targetType == typeof(DateTime):
- value = DateTime.Parse(propertyValue, provider: null, styles: DateTimeStyles.RoundtripKind);
- break;
- case Type targetType when targetType == typeof(TimeSpan):
- value = TimeSpan.Parse(propertyValue);
- break;
- default:
- value = null;
- return false;
+ value = propertyValue;
+ }
+ else
+ {
+ switch (valueType)
+ {
+ case Type targetType when targetType == typeof(string):
+ value = propertyValue;
+ break;
+ case Type targetType when targetType == typeof(DateTime):
+ value = DateTime.Parse(propertyValue, provider: null, styles: DateTimeStyles.RoundtripKind);
+ break;
+ case Type targetType when targetType == typeof(TimeSpan):
+ value = TimeSpan.Parse(propertyValue);
+ break;
+ default:
+ value = null;
+ return false;
+ }
}
return true;
@@ -206,7 +226,7 @@ internal static class JsonDocumentExtensions
}
}
- private static bool TryParseNumber(JsonElement element, Type valueType, out object? value)
+ private static bool TryParseNumber(JsonElement element, Type? valueType, out object? value)
{
// Try parsing as integer types first (most precise representation)
if (element.TryGetInt32(out int intValue))
@@ -234,8 +254,14 @@ internal static class JsonDocumentExtensions
value = null;
return false;
- static bool ConvertToExpectedType(Type valueType, object sourceValue, out object? value)
+ static bool ConvertToExpectedType(Type? valueType, object sourceValue, out object? value)
{
+ if (valueType is null)
+ {
+ value = sourceValue;
+ return true;
+ }
+
try
{
value = Convert.ChangeType(sourceValue, valueType);
@@ -249,23 +275,17 @@ internal static class JsonDocumentExtensions
}
}
- private static bool TryParseObject(JsonElement propertyElement, VariableType targetType, out object? value)
+ private static bool TryParseObject(JsonElement propertyElement, VariableType? targetType, out object? value)
{
- if (!targetType.HasSchema)
- {
- value = null;
- return false;
- }
-
- value = propertyElement.ParseRecord(targetType);
+ value = propertyElement.ParseRecord(targetType ?? VariableType.RecordType);
return true;
}
- private static bool TryParseList(JsonElement propertyElement, VariableType targetType, out object? value)
+ private static bool TryParseList(JsonElement propertyElement, VariableType? targetType, out object? value)
{
try
{
- value = ParseTable(propertyElement, targetType);
+ value = ParseTable(propertyElement, targetType ?? VariableType.ListType);
return true;
}
catch
diff --git a/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Interpreter/DeclarativeWorkflowContext.cs b/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Interpreter/DeclarativeWorkflowContext.cs
index 60e50e6abe..9a8d9da707 100644
--- a/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Interpreter/DeclarativeWorkflowContext.cs
+++ b/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Interpreter/DeclarativeWorkflowContext.cs
@@ -77,7 +77,7 @@ internal sealed class DeclarativeWorkflowContext : IWorkflowContext
this.State.Bind();
}
- private bool IsManagedScope(string? scopeName) => scopeName is not null && VariableScopeNames.IsValidName(scopeName);
+ private static bool IsManagedScope(string? scopeName) => scopeName is not null && VariableScopeNames.IsValidName(scopeName);
///
public async ValueTask ReadStateAsync(string key, string? scopeName = null, CancellationToken cancellationToken = default)
@@ -86,7 +86,7 @@ internal sealed class DeclarativeWorkflowContext : IWorkflowContext
{
// Not a managed scope, just pass through. This is valid when a declarative
// workflow has been ejected to code (where DeclarativeWorkflowContext is also utilized).
- _ when !this.IsManagedScope(scopeName) => await this.Source.ReadStateAsync(key, scopeName, cancellationToken).ConfigureAwait(false),
+ _ when !IsManagedScope(scopeName) => await this.Source.ReadStateAsync(key, scopeName, cancellationToken).ConfigureAwait(false),
// Retrieve formula values directly from the managed state to avoid conversion.
_ when typeof(TValue) == typeof(FormulaValue) => (TValue?)(object?)this.State.Get(key, scopeName),
// Retrieve native types from the source context to avoid conversion.
@@ -100,7 +100,7 @@ internal sealed class DeclarativeWorkflowContext : IWorkflowContext
{
// Not a managed scope, just pass through. This is valid when a declarative
// workflow has been ejected to code (where DeclarativeWorkflowContext is also utilized).
- _ when !this.IsManagedScope(scopeName) => await this.Source.ReadOrInitStateAsync(key, initialStateFactory, scopeName, cancellationToken).ConfigureAwait(false),
+ _ when !IsManagedScope(scopeName) => await this.Source.ReadOrInitStateAsync(key, initialStateFactory, scopeName, cancellationToken).ConfigureAwait(false),
// Retrieve formula values directly from the managed state to avoid conversion.
_ when typeof(TValue) == typeof(FormulaValue) => await EnsureFormulaValueAsync().ConfigureAwait(false),
// Retrieve native types from the source context to avoid conversion.
diff --git a/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Interpreter/WorkflowActionVisitor.cs b/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Interpreter/WorkflowActionVisitor.cs
index de90787cfd..715dfcd5b3 100644
--- a/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Interpreter/WorkflowActionVisitor.cs
+++ b/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Interpreter/WorkflowActionVisitor.cs
@@ -239,6 +239,7 @@ internal sealed class WorkflowActionVisitor : DialogActionVisitor
// Entry point for question
QuestionExecutor action = new(item, this._workflowOptions.AgentProvider, this._workflowState);
this.ContinueWith(action);
+
// Transition to post action if complete
string postId = Steps.Post(action.Id);
this._workflowModel.AddLink(action.Id, postId, QuestionExecutor.IsComplete);
@@ -249,13 +250,13 @@ internal sealed class WorkflowActionVisitor : DialogActionVisitor
// Define input action
string inputId = QuestionExecutor.Steps.Input(action.Id);
- RequestPortAction inputPort = new(RequestPort.Create(inputId));
+ RequestPortAction inputPort = new(RequestPort.Create(inputId));
this._workflowModel.AddNode(inputPort, action.ParentId);
this._workflowModel.AddLinkFromPeer(action.ParentId, inputId);
// Capture input response
string captureId = QuestionExecutor.Steps.Capture(action.Id);
- this.ContinueWith(new DelegateActionExecutor(captureId, this._workflowState, action.CaptureResponseAsync, emitResult: false), action.ParentId);
+ this.ContinueWith(new DelegateActionExecutor(captureId, this._workflowState, action.CaptureResponseAsync, emitResult: false), action.ParentId);
// Transition to post action if complete
this.ContinueWith(new DelegateActionExecutor(postId, this._workflowState, action.CompleteAsync), action.ParentId, QuestionExecutor.IsComplete);
@@ -263,6 +264,24 @@ internal sealed class WorkflowActionVisitor : DialogActionVisitor
this._workflowModel.AddLink(captureId, prepareId, message => !QuestionExecutor.IsComplete(message));
}
+ protected override void Visit(RequestExternalInput item)
+ {
+ this.Trace(item);
+
+ RequestExternalInputExecutor action = new(item, this._workflowOptions.AgentProvider, this._workflowState);
+ this.ContinueWith(action);
+
+ // Define input action
+ string inputId = RequestExternalInputExecutor.Steps.Input(action.Id);
+ RequestPortAction inputPort = new(RequestPort.Create(inputId));
+ this._workflowModel.AddNode(inputPort, action.ParentId);
+ this._workflowModel.AddLinkFromPeer(action.ParentId, inputId);
+
+ // Capture input response
+ string captureId = RequestExternalInputExecutor.Steps.Capture(action.Id);
+ this.ContinueWith(new DelegateActionExecutor(captureId, this._workflowState, action.CaptureResponseAsync), action.ParentId);
+ }
+
protected override void Visit(EndDialog item)
{
this.Trace(item);
@@ -285,6 +304,28 @@ internal sealed class WorkflowActionVisitor : DialogActionVisitor
this.RestartAfter(action.Id, action.ParentId);
}
+ protected override void Visit(CancelAllDialogs item)
+ {
+ this.Trace(item);
+
+ // Represent action with default executor
+ DefaultActionExecutor action = new(item, this._workflowState);
+ this.ContinueWith(action);
+ // Define a clean-start to ensure "end" is not a source for any edge
+ this.RestartAfter(item.Id.Value, action.ParentId);
+ }
+
+ protected override void Visit(CancelDialog item)
+ {
+ this.Trace(item);
+
+ // Represent action with default executor
+ DefaultActionExecutor action = new(item, this._workflowState);
+ this.ContinueWith(action);
+ // Define a clean-start to ensure "end" is not a source for any edge
+ this.RestartAfter(action.Id, action.ParentId);
+ }
+
protected override void Visit(CreateConversation item)
{
this.Trace(item);
@@ -318,33 +359,29 @@ internal sealed class WorkflowActionVisitor : DialogActionVisitor
this._workflowModel.AddLink(action.Id, postId, InvokeAzureAgentExecutor.RequiresNothing);
// Define request-port for function calling action
- string functionCallingPortId = InvokeAzureAgentExecutor.Steps.FunctionTool(action.Id);
- RequestPortAction functionCallingPort = new(RequestPort.Create(functionCallingPortId));
- this._workflowModel.AddNode(functionCallingPort, action.ParentId);
- this._workflowModel.AddLink(action.Id, functionCallingPort.Id, InvokeAzureAgentExecutor.RequiresFunctionCall);
-
- // Define request-port for user input, such as: mcp tool & function tool approval
- string userInputPortId = InvokeAzureAgentExecutor.Steps.UserInput(action.Id);
- RequestPortAction userInputPort = new(RequestPort.Create(userInputPortId));
- this._workflowModel.AddNode(userInputPort, action.ParentId);
- this._workflowModel.AddLink(action.Id, userInputPortId, InvokeAzureAgentExecutor.RequiresUserInput);
+ string externalInputPortId = InvokeAzureAgentExecutor.Steps.ExternalInput(action.Id);
+ RequestPortAction externalInputPort = new(RequestPort.Create(externalInputPortId));
+ this._workflowModel.AddNode(externalInputPort, action.ParentId);
+ this._workflowModel.AddLink(action.Id, externalInputPortId, InvokeAzureAgentExecutor.RequiresInput);
// Request ports always transitions to resume
string resumeId = InvokeAzureAgentExecutor.Steps.Resume(action.Id);
- this._workflowModel.AddNode(new DelegateActionExecutor(resumeId, this._workflowState, action.ResumeAsync), action.ParentId);
- this._workflowModel.AddLink(functionCallingPortId, resumeId);
- this._workflowModel.AddLink(userInputPortId, resumeId);
- // Transition to appropriate request port if more function calling is requested
- this._workflowModel.AddLink(resumeId, functionCallingPortId, InvokeAzureAgentExecutor.RequiresFunctionCall);
- // Transition to appropriate request port if more user input is requested
- this._workflowModel.AddLink(resumeId, userInputPortId, InvokeAzureAgentExecutor.RequiresUserInput);
+ this._workflowModel.AddNode(new DelegateActionExecutor(resumeId, this._workflowState, action.ResumeAsync, emitResult: false), action.ParentId);
+ this._workflowModel.AddLink(externalInputPortId, resumeId);
// Transition to post action if complete
this._workflowModel.AddLink(resumeId, postId, InvokeAzureAgentExecutor.RequiresNothing);
+ // Transition to request port if more input is required
+ this._workflowModel.AddLink(resumeId, externalInputPortId, InvokeAzureAgentExecutor.RequiresInput);
// Define post action
this._workflowModel.AddNode(new DelegateActionExecutor(postId, this._workflowState, action.CompleteAsync), action.ParentId);
}
+ protected override void Visit(InvokeAzureResponse item)
+ {
+ this.NotSupported(item);
+ }
+
protected override void Visit(RetrieveConversationMessage item)
{
this.Trace(item);
@@ -462,10 +499,6 @@ internal sealed class WorkflowActionVisitor : DialogActionVisitor
protected override void Visit(ReplaceDialog item) => this.NotSupported(item);
- protected override void Visit(CancelAllDialogs item) => this.NotSupported(item);
-
- protected override void Visit(CancelDialog item) => this.NotSupported(item);
-
protected override void Visit(EmitEvent item) => this.NotSupported(item);
protected override void Visit(GetConversationMembers item) => this.NotSupported(item);
diff --git a/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Interpreter/WorkflowTemplateVisitor.cs b/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Interpreter/WorkflowTemplateVisitor.cs
index 4822a70024..5d6a7b3384 100644
--- a/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Interpreter/WorkflowTemplateVisitor.cs
+++ b/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Interpreter/WorkflowTemplateVisitor.cs
@@ -210,9 +210,11 @@ internal sealed class WorkflowTemplateVisitor : DialogActionVisitor
protected override void Visit(Question item)
{
this.NotSupported(item);
- //this.Trace(item);
+ }
- //this.ContinueWith(new QuestionTemplate(item));
+ protected override void Visit(RequestExternalInput item)
+ {
+ this.NotSupported(item);
}
protected override void Visit(EndDialog item)
@@ -237,6 +239,24 @@ internal sealed class WorkflowTemplateVisitor : DialogActionVisitor
this.RestartAfter(action.Id, action.ParentId);
}
+ protected override void Visit(CancelAllDialogs item)
+ {
+ // Represent action with default executor
+ DefaultTemplate action = new(item, this._rootId);
+ this.ContinueWith(action);
+ // Define a clean-start to ensure "end" is not a source for any edge
+ this.RestartAfter(action.Id, action.ParentId);
+ }
+
+ protected override void Visit(CancelDialog item)
+ {
+ // Represent action with default executor
+ DefaultTemplate action = new(item, this._rootId);
+ this.ContinueWith(action);
+ // Define a clean-start to ensure "end" is not a source for any edge
+ this.RestartAfter(action.Id, action.ParentId);
+ }
+
protected override void Visit(CreateConversation item)
{
this.Trace(item);
@@ -265,6 +285,11 @@ internal sealed class WorkflowTemplateVisitor : DialogActionVisitor
this.ContinueWith(new InvokeAzureAgentTemplate(item));
}
+ protected override void Visit(InvokeAzureResponse item)
+ {
+ this.NotSupported(item);
+ }
+
protected override void Visit(RetrieveConversationMessage item)
{
this.Trace(item);
@@ -317,17 +342,11 @@ internal sealed class WorkflowTemplateVisitor : DialogActionVisitor
protected override void Visit(EditTable item)
{
this.NotSupported(item);
- //this.Trace(item);
-
- //this.ContinueWith(new EditTableTemplate(item));
}
protected override void Visit(EditTableV2 item)
{
this.NotSupported(item);
- //this.Trace(item);
-
- //this.ContinueWith(new EditTableV2Template(item));
}
protected override void Visit(ParseValue item)
@@ -384,10 +403,6 @@ internal sealed class WorkflowTemplateVisitor : DialogActionVisitor
protected override void Visit(ReplaceDialog item) => this.NotSupported(item);
- protected override void Visit(CancelAllDialogs item) => this.NotSupported(item);
-
- protected override void Visit(CancelDialog item) => this.NotSupported(item);
-
protected override void Visit(EmitEvent item) => this.NotSupported(item);
protected override void Visit(GetConversationMembers item) => this.NotSupported(item);
diff --git a/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Kit/AgentExecutor.cs b/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Kit/AgentExecutor.cs
index 8189e9b8aa..9e6a6884b6 100644
--- a/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Kit/AgentExecutor.cs
+++ b/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Kit/AgentExecutor.cs
@@ -23,7 +23,6 @@ public abstract class AgentExecutor(string id, FormulaSession session, WorkflowA
/// The name or identifier of the agent.
/// The identifier of the conversation.
/// Send the agent's response as workflow output. (default: true).
- /// Optional additional instructions to the agent.
/// Optional messages to add to the conversation prior to invocation.
/// A token that can be used to observe cancellation.
///
@@ -32,8 +31,7 @@ public abstract class AgentExecutor(string id, FormulaSession session, WorkflowA
string agentName,
string? conversationId,
bool autoSend,
- string? additionalInstructions = null,
IEnumerable? inputMessages = null,
CancellationToken cancellationToken = default)
- => agentProvider.InvokeAgentAsync(this.Id, context, agentName, conversationId, autoSend, additionalInstructions, inputMessages, cancellationToken);
+ => agentProvider.InvokeAgentAsync(this.Id, context, agentName, conversationId, autoSend, inputMessages, cancellationToken);
}
diff --git a/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Microsoft.Agents.AI.Workflows.Declarative.csproj b/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Microsoft.Agents.AI.Workflows.Declarative.csproj
index 7db0b0d941..17ce9f6c4f 100644
--- a/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Microsoft.Agents.AI.Workflows.Declarative.csproj
+++ b/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Microsoft.Agents.AI.Workflows.Declarative.csproj
@@ -4,7 +4,7 @@
$(ProjectsTargetFrameworks)
$(ProjectsDebugTargetFrameworks)
preview
- $(NoWarn);MEAI001
+ $(NoWarn);MEAI001;OPENAI001
@@ -34,8 +34,8 @@
+
-
diff --git a/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/ObjectModel/InvokeAzureAgentExecutor.cs b/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/ObjectModel/InvokeAzureAgentExecutor.cs
index 8c4c9eee61..cafece9a57 100644
--- a/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/ObjectModel/InvokeAzureAgentExecutor.cs
+++ b/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/ObjectModel/InvokeAzureAgentExecutor.cs
@@ -2,6 +2,7 @@
using System.Collections.Generic;
using System.Linq;
+using System.Text.Json;
using System.Threading;
using System.Threading.Tasks;
using Microsoft.Agents.AI.Workflows.Declarative.Events;
@@ -21,14 +22,11 @@ internal sealed class InvokeAzureAgentExecutor(InvokeAzureAgent model, WorkflowA
{
public static class Steps
{
- public static string UserInput(string id) => $"{id}_{nameof(UserInput)}";
- public static string FunctionTool(string id) => $"{id}_{nameof(FunctionTool)}";
+ public static string ExternalInput(string id) => $"{id}_{nameof(ExternalInput)}";
public static string Resume(string id) => $"{id}_{nameof(Resume)}";
}
- public static bool RequiresFunctionCall(object? message) => message is AgentFunctionToolRequest;
-
- public static bool RequiresUserInput(object? message) => message is UserInputRequest;
+ public static bool RequiresInput(object? message) => message is ExternalInputRequest;
public static bool RequiresNothing(object? message) => message is ActionExecutorResult;
@@ -46,8 +44,11 @@ internal sealed class InvokeAzureAgentExecutor(InvokeAzureAgent model, WorkflowA
return default;
}
- public ValueTask ResumeAsync(IWorkflowContext context, AgentFunctionToolResponse message, CancellationToken cancellationToken) =>
- this.InvokeAgentAsync(context, [message.FunctionResults.ToChatMessage()], cancellationToken);
+ public async ValueTask ResumeAsync(IWorkflowContext context, ExternalInputResponse response, CancellationToken cancellationToken)
+ {
+ await context.SetLastMessageAsync(response.Messages.Last()).ConfigureAwait(false);
+ await this.InvokeAgentAsync(context, response.Messages, cancellationToken).ConfigureAwait(false);
+ }
public async ValueTask CompleteAsync(IWorkflowContext context, ActionExecutorResult message, CancellationToken cancellationToken)
{
@@ -58,40 +59,52 @@ internal sealed class InvokeAzureAgentExecutor(InvokeAzureAgent model, WorkflowA
{
string? conversationId = this.GetConversationId();
string agentName = this.GetAgentName();
- string? additionalInstructions = this.GetAdditionalInstructions();
bool autoSend = this.GetAutoSendValue();
- bool isComplete = true;
+ AgentRunResponse agentResponse = await agentProvider.InvokeAgentAsync(this.Id, context, agentName, conversationId, autoSend, messages, cancellationToken).ConfigureAwait(false);
- AgentRunResponse agentResponse = await agentProvider.InvokeAgentAsync(this.Id, context, agentName, conversationId, autoSend, additionalInstructions, messages, cancellationToken).ConfigureAwait(false);
-
- if (string.IsNullOrEmpty(agentResponse.Text))
+ ChatMessage[] actionableMessages = FilterActionableContent(agentResponse).ToArray();
+ if (actionableMessages.Length > 0)
{
- // Identify function calls that have no associated result.
- List inputRequests = GetUserInputRequests(agentResponse);
- if (inputRequests.Count > 0)
- {
- isComplete = false;
- UserInputRequest approvalRequest = new(agentName, inputRequests.OfType().ToArray());
- await context.SendMessageAsync(approvalRequest, cancellationToken).ConfigureAwait(false);
- }
-
- // Identify function calls that have no associated result.
- List functionCalls = GetOrphanedFunctionCalls(agentResponse);
- if (functionCalls.Count > 0)
- {
- isComplete = false;
- AgentFunctionToolRequest toolRequest = new(agentName, functionCalls);
- await context.SendMessageAsync(toolRequest, cancellationToken).ConfigureAwait(false);
- }
- }
-
- if (isComplete)
- {
- await context.SendResultMessageAsync(this.Id, result: null, cancellationToken).ConfigureAwait(false);
+ AgentRunResponse filteredResponse =
+ new(actionableMessages)
+ {
+ AdditionalProperties = agentResponse.AdditionalProperties,
+ AgentId = agentResponse.AgentId,
+ CreatedAt = agentResponse.CreatedAt,
+ ResponseId = agentResponse.ResponseId,
+ Usage = agentResponse.Usage,
+ };
+ await context.SendMessageAsync(new ExternalInputRequest(filteredResponse), cancellationToken).ConfigureAwait(false);
+ return;
}
await this.AssignAsync(this.AgentOutput?.Messages?.Path, agentResponse.Messages.ToTable(), context).ConfigureAwait(false);
+
+ // Attempt to parse the last message as JSON and assign to the response object variable.
+ try
+ {
+ JsonDocument jsonDocument = JsonDocument.Parse(agentResponse.Messages.Last().Text);
+ Dictionary objectProperties = jsonDocument.ParseRecord(VariableType.RecordType);
+ await this.AssignAsync(this.AgentOutput?.ResponseObject?.Path, objectProperties.ToFormula(), context).ConfigureAwait(false);
+ }
+ catch
+ {
+ // Not valid json, skip assignment.
+ }
+
+ if (this.Model.Input?.ExternalLoop?.When is not null)
+ {
+ bool requestInput = this.Evaluator.GetValue(this.Model.Input.ExternalLoop.When).Value;
+ if (requestInput)
+ {
+ ExternalInputRequest inputRequest = new(agentResponse);
+ await context.SendMessageAsync(inputRequest, cancellationToken).ConfigureAwait(false);
+ return;
+ }
+ }
+
+ await context.SendResultMessageAsync(this.Id, result: null, cancellationToken).ConfigureAwait(false);
}
private IEnumerable? GetInputMessages()
@@ -107,7 +120,7 @@ internal sealed class InvokeAzureAgentExecutor(InvokeAzureAgent model, WorkflowA
return userInput?.ToChatMessages();
}
- private static List GetOrphanedFunctionCalls(AgentRunResponse agentResponse)
+ private static IEnumerable FilterActionableContent(AgentRunResponse agentResponse)
{
HashSet functionResultIds =
[.. agentResponse.Messages
@@ -117,21 +130,21 @@ internal sealed class InvokeAzureAgentExecutor(InvokeAzureAgent model, WorkflowA
.OfType()
.Select(functionCall => functionCall.CallId))];
- List functionCalls = [];
- foreach (FunctionCallContent functionCall in agentResponse.Messages.SelectMany(m => m.Contents.OfType()))
+ foreach (ChatMessage responseMessage in agentResponse.Messages)
{
- if (!functionResultIds.Contains(functionCall.CallId))
+ if (responseMessage.Contents.Any(content => content is UserInputRequestContent))
{
- functionCalls.Add(functionCall);
+ yield return responseMessage;
+ continue;
+ }
+
+ if (responseMessage.Contents.OfType().Any(functionCall => !functionResultIds.Contains(functionCall.CallId)))
+ {
+ yield return responseMessage;
}
}
-
- return functionCalls;
}
- private static List GetUserInputRequests(AgentRunResponse agentResponse) =>
- agentResponse.Messages.SelectMany(m => m.Contents.OfType()).ToList();
-
private string? GetConversationId()
{
if (this.Model.ConversationId is null)
@@ -149,18 +162,6 @@ internal sealed class InvokeAzureAgentExecutor(InvokeAzureAgent model, WorkflowA
this.AgentUsage.Name,
$"{nameof(this.Model)}.{nameof(this.Model.Agent)}.{nameof(this.Model.Agent.Name)}")).Value;
- private string? GetAdditionalInstructions()
- {
- string? additionalInstructions = null;
-
- if (this.AgentInput?.AdditionalInstructions is not null)
- {
- additionalInstructions = this.Engine.Format(this.AgentInput.AdditionalInstructions);
- }
-
- return additionalInstructions;
- }
-
private bool GetAutoSendValue()
{
if (this.AgentOutput?.AutoSend is null)
diff --git a/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/ObjectModel/QuestionExecutor.cs b/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/ObjectModel/QuestionExecutor.cs
index 145567f2ce..40dc5ce31e 100644
--- a/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/ObjectModel/QuestionExecutor.cs
+++ b/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/ObjectModel/QuestionExecutor.cs
@@ -1,5 +1,6 @@
// Copyright (c) Microsoft. All rights reserved.
+using System.Linq;
using System.Threading;
using System.Threading.Tasks;
using Microsoft.Agents.AI.Workflows.Declarative.Entities;
@@ -75,22 +76,22 @@ internal sealed class QuestionExecutor(Question model, WorkflowAgentProvider age
public async ValueTask PrepareResponseAsync(IWorkflowContext context, ActionExecutorResult message, CancellationToken cancellationToken)
{
int count = await this._promptCount.ReadAsync(context).ConfigureAwait(false);
- AnswerRequest inputRequest = new(this.FormatPrompt(this.Model.Prompt));
+ ExternalInputRequest inputRequest = new(this.FormatPrompt(this.Model.Prompt));
await context.SendMessageAsync(inputRequest, cancellationToken).ConfigureAwait(false);
await this._promptCount.WriteAsync(context, count + 1).ConfigureAwait(false);
}
- public async ValueTask CaptureResponseAsync(IWorkflowContext context, AnswerResponse message, CancellationToken cancellationToken)
+ public async ValueTask CaptureResponseAsync(IWorkflowContext context, ExternalInputResponse response, CancellationToken cancellationToken)
{
FormulaValue? extractedValue = null;
- if (message.Value is null)
+ if (!response.HasMessages)
{
string unrecognizedResponse = this.FormatPrompt(this.Model.UnrecognizedPrompt);
await context.AddEventAsync(new MessageActivityEvent(unrecognizedResponse.Trim()), cancellationToken).ConfigureAwait(false);
}
else
{
- EntityExtractionResult entityResult = EntityExtractor.Parse(this.Model.Entity, message.Value.Text);
+ EntityExtractionResult entityResult = EntityExtractor.Parse(this.Model.Entity, string.Concat(response.Messages.Select(message => message.Text)));
if (entityResult.IsValid)
{
extractedValue = entityResult.Value;
@@ -121,7 +122,7 @@ internal sealed class QuestionExecutor(Question model, WorkflowAgentProvider age
if (workflowConversationId is not null)
{
// Input message always defined if values has been extracted.
- ChatMessage input = message.Value!;
+ ChatMessage input = response.Messages.Last();
await agentProvider.CreateMessageAsync(workflowConversationId, input, cancellationToken).ConfigureAwait(false);
await context.SetLastMessageAsync(input).ConfigureAwait(false);
}
diff --git a/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/ObjectModel/RequestExternalInputExecutor.cs b/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/ObjectModel/RequestExternalInputExecutor.cs
new file mode 100644
index 0000000000..2c35dc18e9
--- /dev/null
+++ b/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/ObjectModel/RequestExternalInputExecutor.cs
@@ -0,0 +1,49 @@
+// Copyright (c) Microsoft. All rights reserved.
+
+using System.Linq;
+using System.Threading;
+using System.Threading.Tasks;
+using Microsoft.Agents.AI.Workflows.Declarative.Events;
+using Microsoft.Agents.AI.Workflows.Declarative.Extensions;
+using Microsoft.Agents.AI.Workflows.Declarative.Interpreter;
+using Microsoft.Agents.AI.Workflows.Declarative.PowerFx;
+using Microsoft.Bot.ObjectModel;
+using Microsoft.Extensions.AI;
+
+namespace Microsoft.Agents.AI.Workflows.Declarative.ObjectModel;
+
+internal sealed class RequestExternalInputExecutor(RequestExternalInput model, WorkflowAgentProvider agentProvider, WorkflowFormulaState state)
+ : DeclarativeActionExecutor(model, state)
+{
+ public static class Steps
+ {
+ public static string Input(string id) => $"{id}_{nameof(Input)}";
+ public static string Capture(string id) => $"{id}_{nameof(Capture)}";
+ }
+
+ protected override bool IsDiscreteAction => false;
+ protected override bool EmitResultEvent => false;
+
+ protected override async ValueTask ExecuteAsync(IWorkflowContext context, CancellationToken cancellationToken = default)
+ {
+ ExternalInputRequest inputRequest = new(new AgentRunResponse());
+
+ await context.SendMessageAsync(inputRequest, cancellationToken).ConfigureAwait(false);
+
+ return default;
+ }
+
+ public async ValueTask CaptureResponseAsync(IWorkflowContext context, ExternalInputResponse response, CancellationToken cancellationToken)
+ {
+ string? workflowConversationId = context.GetWorkflowConversation();
+ if (workflowConversationId is not null)
+ {
+ foreach (ChatMessage inputMessage in response.Messages)
+ {
+ await agentProvider.CreateMessageAsync(workflowConversationId, inputMessage, cancellationToken).ConfigureAwait(false);
+ }
+ }
+ await context.SetLastMessageAsync(response.Messages.Last()).ConfigureAwait(false);
+ await this.AssignAsync(this.Model.Variable?.Path, response.Messages.ToFormula(), context).ConfigureAwait(false);
+ }
+}
diff --git a/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/README.md b/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/README.md
index 3a8fa6031d..4202b89b82 100644
--- a/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/README.md
+++ b/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/README.md
@@ -55,7 +55,7 @@ Please refer to the [README](../../samples/GettingStarted/Workflows/Declarative/
|**ConditionItem**|Represents a single conditional statement within a group. It evaluates a specific logical condition and determines the next step in the flow.
|**ContinueLoop**|Skips the remaining steps in the current iteration and continues with the next loop cycle. Commonly used to bypass specific cases without exiting the loop entirely.
|**EndConversation**|Terminates the current conversation session. It ensures any necessary cleanup or final actions are performed before closing.
-|**EndDialog**|Ends the current dialog or sub-dialog within a broader conversation flow. This helps modularize complex interactions.
+|**EndWorkflow**|Ends the current workflow or sub-workflow within a broader conversation flow. This helps modularize complex interactions.
|**Foreach**|Iterates through a collection of items, executing a set of actions for each. Ideal for processing lists or batch operations.
|**GotoAction**|Jumps directly to a specified action within the workflow. Enables non-linear navigation in the logic flow.
diff --git a/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/WorkflowAgentProvider.cs b/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/WorkflowAgentProvider.cs
index 1cb79db9f7..7afaf4fa04 100644
--- a/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/WorkflowAgentProvider.cs
+++ b/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/WorkflowAgentProvider.cs
@@ -16,8 +16,8 @@ public abstract class WorkflowAgentProvider
///
/// Gets or sets a collection of additional tools an agent is able to automatically invoke.
/// If an agent is configured with a function tool that is not available, a is executed
- /// that provides an that describes the function calls requested. The caller may
- /// then respond with a corrsponding that includes the results of the function calls.
+ /// that provides an that describes the function calls requested. The caller may
+ /// then respond with a corrsponding that includes the results of the function calls.
///
///
/// These will not impact the requests sent to the model by the .
@@ -56,14 +56,6 @@ public abstract class WorkflowAgentProvider
///
public bool AllowMultipleToolCalls { get; init; }
- ///
- /// Asynchronously retrieves an AI agent by its unique identifier.
- ///
- /// The unique identifier of the AI agent to retrieve. Cannot be null or empty.
- /// A token that propagates notification when operation should be canceled.
- /// The task result contains the associated.
- public abstract Task GetAgentAsync(string agentId, CancellationToken cancellationToken = default);
-
///
/// Asynchronously creates a new conversation and returns its unique identifier.
///
@@ -88,6 +80,17 @@ public abstract class WorkflowAgentProvider
/// The requested message
public abstract Task GetMessageAsync(string conversationId, string messageId, CancellationToken cancellationToken = default);
+ ///
+ /// Asynchronously retrieves an AI agent by its unique identifier.
+ ///
+ /// The unique identifier of the AI agent to retrieve. Cannot be null or empty.
+ /// An optional agent version.
+ /// Optional identifier of the target conversation.
+ /// The messages to include in the invocation.
+ /// A token that propagates notification when operation should be canceled.
+ /// Asynchronous set of .
+ public abstract IAsyncEnumerable InvokeAgentAsync(string agentId, string? agentVersion, string? conversationId, IEnumerable? messages, CancellationToken cancellationToken = default);
+
///
/// Retrieves a set of messages from a conversation.
///
diff --git a/dotnet/src/Shared/CodeTests/README.md b/dotnet/src/Shared/CodeTests/README.md
new file mode 100644
index 0000000000..e1282f1778
--- /dev/null
+++ b/dotnet/src/Shared/CodeTests/README.md
@@ -0,0 +1,11 @@
+# Build Code
+
+Re-usable utility for building C# code in tests.
+
+To use this in your project, add the following to your `.csproj` file:
+
+```xml
+
+ true
+
+```
diff --git a/dotnet/src/Shared/Foundry/Agents/AgentFactory.cs b/dotnet/src/Shared/Foundry/Agents/AgentFactory.cs
new file mode 100644
index 0000000000..1302ade588
--- /dev/null
+++ b/dotnet/src/Shared/Foundry/Agents/AgentFactory.cs
@@ -0,0 +1,44 @@
+// Copyright (c) Microsoft. All rights reserved.
+
+#pragma warning disable IDE0005
+
+using System;
+using System.Threading.Tasks;
+using Azure.AI.Agents;
+
+namespace Shared.Foundry;
+
+internal static class AgentFactory
+{
+ public static async ValueTask CreateAgentAsync(
+ this AgentsClient agentsClient,
+ string agentName,
+ PromptAgentDefinition agentDefinition,
+ string agentDescription)
+ {
+ AgentVersionCreationOptions options =
+ new()
+ {
+ Description = agentDescription,
+ Metadata =
+ {
+ { "deleteme", bool.TrueString },
+ { "test", bool.TrueString },
+ },
+ };
+
+ AgentVersion agentVersion = await agentsClient.CreateAgentVersionAsync(agentName, agentDefinition, options).ConfigureAwait(false);
+
+ Console.ForegroundColor = ConsoleColor.Cyan;
+ try
+ {
+ Console.WriteLine($"PROMPT AGENT: {agentVersion.Name}:{agentVersion.Version}");
+ }
+ finally
+ {
+ Console.ResetColor();
+ }
+
+ return agentVersion;
+ }
+}
diff --git a/dotnet/src/Shared/Foundry/Agents/README.md b/dotnet/src/Shared/Foundry/Agents/README.md
new file mode 100644
index 0000000000..370068c555
--- /dev/null
+++ b/dotnet/src/Shared/Foundry/Agents/README.md
@@ -0,0 +1,11 @@
+# Foundry Agents
+
+Shared patterns for creating and utilizing Foundry agents.
+
+To use this in your project, add the following to your `.csproj` file:
+
+```xml
+
+ true
+
+```
diff --git a/dotnet/src/Shared/Workflows/Execution/README.md b/dotnet/src/Shared/Workflows/Execution/README.md
new file mode 100644
index 0000000000..4a885ae651
--- /dev/null
+++ b/dotnet/src/Shared/Workflows/Execution/README.md
@@ -0,0 +1,11 @@
+# Workflow Execution
+
+Common support for workflow execution.
+
+To use this in your project, add the following to your `.csproj` file:
+
+```xml
+
+ true
+
+```
diff --git a/dotnet/src/Shared/Workflows/Execution/WorkflowFactory.cs b/dotnet/src/Shared/Workflows/Execution/WorkflowFactory.cs
new file mode 100644
index 0000000000..08a39afe5e
--- /dev/null
+++ b/dotnet/src/Shared/Workflows/Execution/WorkflowFactory.cs
@@ -0,0 +1,52 @@
+// Copyright (c) Microsoft. All rights reserved.
+
+using Azure.Identity;
+using Microsoft.Agents.AI.Workflows;
+using Microsoft.Agents.AI.Workflows.Declarative;
+using Microsoft.Extensions.AI;
+using Microsoft.Extensions.Configuration;
+using Microsoft.Extensions.Logging;
+using Microsoft.Extensions.Logging.Abstractions;
+
+namespace Shared.Workflows;
+
+internal sealed class WorkflowFactory(string workflowFile, Uri foundryEndpoint)
+{
+ public IList Functions { get; init; } = [];
+
+ public IConfiguration? Configuration { get; init; }
+
+ // Assign to continue an existing conversation
+ public string? ConversationId { get; init; }
+
+ // Assign to enable logging
+ public ILoggerFactory LoggerFactory { get; init; } = NullLoggerFactory.Instance;
+
+ ///
+ /// Create the workflow from the declarative YAML. Includes definition of the
+ /// and the associated .
+ ///
+ public Workflow CreateWorkflow()
+ {
+ // Create the agent provider that will service agent requests within the workflow.
+ AzureAgentProvider agentProvider = new(foundryEndpoint, new AzureCliCredential())
+ {
+ // Functions included here will be auto-executed by the framework.
+ Functions = this.Functions
+ };
+
+ // Define the workflow options.
+ DeclarativeWorkflowOptions options =
+ new(agentProvider)
+ {
+ Configuration = this.Configuration,
+ ConversationId = this.ConversationId,
+ LoggerFactory = this.LoggerFactory,
+ };
+
+ string workflowPath = Path.Combine(AppContext.BaseDirectory, workflowFile);
+
+ // Use DeclarativeWorkflowBuilder to build a workflow based on a YAML file.
+ return DeclarativeWorkflowBuilder.Build(workflowPath, options);
+ }
+}
diff --git a/dotnet/src/Shared/Workflows/Execution/WorkflowRunner.cs b/dotnet/src/Shared/Workflows/Execution/WorkflowRunner.cs
new file mode 100644
index 0000000000..75f451bf8e
--- /dev/null
+++ b/dotnet/src/Shared/Workflows/Execution/WorkflowRunner.cs
@@ -0,0 +1,378 @@
+// Copyright (c) Microsoft. All rights reserved.
+
+// Uncomment to output unknown content types for debugging.
+//#define DEBUG_OUTPUT
+
+using System.Diagnostics;
+using System.Text.Json;
+using Microsoft.Agents.AI.Workflows;
+using Microsoft.Agents.AI.Workflows.Checkpointing;
+using Microsoft.Agents.AI.Workflows.Declarative;
+using Microsoft.Agents.AI.Workflows.Declarative.Events;
+using Microsoft.Agents.AI.Workflows.Declarative.Kit;
+using Microsoft.Extensions.AI;
+using OpenAI.Responses;
+
+namespace Shared.Workflows;
+
+// Types are for evaluation purposes only and is subject to change or removal in future updates.
+#pragma warning disable OPENAI001
+#pragma warning disable OPENAICUA001
+#pragma warning disable MEAI001
+
+internal sealed class WorkflowRunner
+{
+ private Dictionary FunctionMap { get; }
+ private CheckpointInfo? LastCheckpoint { get; set; }
+
+ public static void Notify(string message, ConsoleColor? color = null)
+ {
+ Console.ForegroundColor = color ?? ConsoleColor.Cyan;
+ try
+ {
+ Console.WriteLine(message);
+ }
+ finally
+ {
+ Console.ResetColor();
+ }
+ }
+
+ ///
+ /// When enabled, checkpoints will be persisted to disk as JSON files.
+ /// Otherwise an in-memory checkpoint store that will not persist checkpoints
+ /// beyond the lifetime of the process.
+ ///
+ public bool UseJsonCheckpoints { get; init; }
+
+ public WorkflowRunner(params IEnumerable functions)
+ {
+ this.FunctionMap = functions.ToDictionary(f => f.Name);
+ }
+
+ public async Task ExecuteAsync(Func workflowProvider, string input)
+ {
+ Workflow workflow = workflowProvider.Invoke();
+
+ CheckpointManager checkpointManager;
+
+ if (this.UseJsonCheckpoints)
+ {
+ // Use a file-system based JSON checkpoint store to persist checkpoints to disk.
+ DirectoryInfo checkpointFolder = Directory.CreateDirectory(Path.Combine(".", $"chk-{DateTime.Now:yyMMdd-hhmmss-ff}"));
+ checkpointManager = CheckpointManager.CreateJson(new FileSystemJsonCheckpointStore(checkpointFolder));
+ }
+ else
+ {
+ // Use an in-memory checkpoint store that will not persist checkpoints beyond the lifetime of the process.
+ checkpointManager = CheckpointManager.CreateInMemory();
+ }
+
+ Checkpointed run = await InProcessExecution.StreamAsync(workflow, input, checkpointManager).ConfigureAwait(false);
+
+ bool isComplete = false;
+ ExternalResponse? requestResponse = null;
+ do
+ {
+ ExternalRequest? externalRequest = await this.MonitorAndDisposeWorkflowRunAsync(run, requestResponse).ConfigureAwait(false);
+ if (externalRequest is not null)
+ {
+ Notify("\nWORKFLOW: Yield\n", ConsoleColor.DarkYellow);
+
+ if (this.LastCheckpoint is null)
+ {
+ throw new InvalidOperationException("Checkpoint information missing after external request.");
+ }
+
+ // Process the external request.
+ object response = await this.HandleExternalRequestAsync(externalRequest).ConfigureAwait(false);
+ requestResponse = externalRequest.CreateResponse(response);
+
+ // Let's resume on an entirely new workflow instance to demonstrate checkpoint portability.
+ workflow = workflowProvider.Invoke();
+
+ // Restore the latest checkpoint.
+ Debug.WriteLine($"RESTORE #{this.LastCheckpoint.CheckpointId}");
+ Notify("WORKFLOW: Restore", ConsoleColor.DarkYellow);
+
+ run = await InProcessExecution.ResumeStreamAsync(workflow, this.LastCheckpoint, checkpointManager, run.Run.RunId).ConfigureAwait(false);
+ }
+ else
+ {
+ isComplete = true;
+ }
+ }
+ while (!isComplete);
+
+ Notify("\nWORKFLOW: Done!\n");
+ }
+
+ public async Task MonitorAndDisposeWorkflowRunAsync(Checkpointed run, ExternalResponse? response = null)
+ {
+#pragma warning disable CA2007 // Consider calling ConfigureAwait on the awaited task
+ await using IAsyncDisposable disposeRun = run;
+#pragma warning restore CA2007 // Consider calling ConfigureAwait on the awaited task
+
+ bool hasStreamed = false;
+ string? messageId = null;
+
+ bool shouldExit = false;
+ ExternalRequest? externalResponse = null;
+
+ if (response is not null)
+ {
+ await run.Run.SendResponseAsync(response).ConfigureAwait(false);
+ }
+
+ await foreach (WorkflowEvent workflowEvent in run.Run.WatchStreamAsync().ConfigureAwait(false))
+ {
+ switch (workflowEvent)
+ {
+ case ExecutorInvokedEvent executorInvoked:
+ Debug.WriteLine($"EXECUTOR ENTER #{executorInvoked.ExecutorId}");
+ break;
+
+ case ExecutorCompletedEvent executorCompleted:
+ Debug.WriteLine($"EXECUTOR EXIT #{executorCompleted.ExecutorId}");
+ break;
+
+ case DeclarativeActionInvokedEvent actionInvoked:
+ Debug.WriteLine($"ACTION ENTER #{actionInvoked.ActionId} [{actionInvoked.ActionType}]");
+ break;
+
+ case DeclarativeActionCompletedEvent actionComplete:
+ Debug.WriteLine($"ACTION EXIT #{actionComplete.ActionId} [{actionComplete.ActionType}]");
+ break;
+
+ case ExecutorFailedEvent executorFailure:
+ Debug.WriteLine($"STEP ERROR #{executorFailure.ExecutorId}: {executorFailure.Data?.Message ?? "Unknown"}");
+ break;
+
+ case WorkflowErrorEvent workflowError:
+ throw workflowError.Data as Exception ?? new InvalidOperationException("Unexpected failure...");
+
+ case SuperStepCompletedEvent checkpointCompleted:
+ this.LastCheckpoint = checkpointCompleted.CompletionInfo?.Checkpoint;
+ Debug.WriteLine($"CHECKPOINT x{checkpointCompleted.StepNumber} [{this.LastCheckpoint?.CheckpointId ?? "(none)"}]");
+ if (externalResponse is not null)
+ {
+ shouldExit = true;
+ }
+ break;
+
+ case RequestInfoEvent requestInfo:
+ Debug.WriteLine($"REQUEST #{requestInfo.Request.RequestId}");
+ externalResponse = requestInfo.Request;
+ break;
+
+ case ConversationUpdateEvent invokeEvent:
+ Debug.WriteLine($"CONVERSATION: {invokeEvent.Data}");
+ break;
+
+ case MessageActivityEvent activityEvent:
+ Console.ForegroundColor = ConsoleColor.Cyan;
+ Console.WriteLine("\nACTIVITY:");
+ Console.ForegroundColor = ConsoleColor.Yellow;
+ Console.WriteLine(activityEvent.Message.Trim());
+ break;
+
+ case AgentRunUpdateEvent streamEvent:
+ if (!string.Equals(messageId, streamEvent.Update.MessageId, StringComparison.Ordinal))
+ {
+ hasStreamed = false;
+ messageId = streamEvent.Update.MessageId;
+
+ if (messageId is not null)
+ {
+ string? agentName = streamEvent.Update.AuthorName ?? streamEvent.Update.AgentId ?? nameof(ChatRole.Assistant);
+ Console.ForegroundColor = ConsoleColor.Cyan;
+ Console.Write($"\n{agentName.ToUpperInvariant()}:");
+ Console.ForegroundColor = ConsoleColor.DarkGray;
+ Console.WriteLine($" [{messageId}]");
+ }
+ }
+
+ ChatResponseUpdate? chatUpdate = streamEvent.Update.RawRepresentation as ChatResponseUpdate;
+ switch (chatUpdate?.RawRepresentation)
+ {
+ case ImageGenerationCallResponseItem messageUpdate:
+ await DownloadFileContentAsync(Path.GetFileName("response.png"), messageUpdate.ImageResultBytes).ConfigureAwait(false);
+ break;
+
+ case FunctionCallResponseItem actionUpdate:
+ Console.ForegroundColor = ConsoleColor.White;
+ Console.Write($"Calling tool: {actionUpdate.FunctionName}");
+ Console.ForegroundColor = ConsoleColor.DarkGray;
+ Console.WriteLine($" [{actionUpdate.CallId}]");
+ break;
+
+ case McpToolCallItem actionUpdate:
+ Console.ForegroundColor = ConsoleColor.White;
+ Console.Write($"Calling tool: {actionUpdate.ToolName}");
+ Console.ForegroundColor = ConsoleColor.DarkGray;
+ Console.WriteLine($" [{actionUpdate.Id}]");
+ break;
+ }
+
+ try
+ {
+ Console.ResetColor();
+ Console.Write(streamEvent.Update.Text);
+ hasStreamed |= !string.IsNullOrEmpty(streamEvent.Update.Text);
+ }
+ finally
+ {
+ Console.ResetColor();
+ }
+ break;
+
+ case AgentRunResponseEvent messageEvent:
+ try
+ {
+ if (hasStreamed)
+ {
+ Console.WriteLine();
+ }
+
+ if (messageEvent.Response.Usage is not null)
+ {
+ Console.ForegroundColor = ConsoleColor.DarkGray;
+ Console.WriteLine($"[Tokens Total: {messageEvent.Response.Usage.TotalTokenCount}, Input: {messageEvent.Response.Usage.InputTokenCount}, Output: {messageEvent.Response.Usage.OutputTokenCount}]");
+ }
+ }
+ finally
+ {
+ Console.ResetColor();
+ }
+ break;
+
+ default:
+#if DEBUG_OUTPUT
+ Debug.WriteLine($"UNHANDLED: {workflowEvent.GetType().Name}");
+#endif
+ break;
+ }
+
+ if (shouldExit)
+ {
+ break;
+ }
+ }
+
+ return externalResponse;
+ }
+
+ ///
+ /// Handle request for external input.
+ ///
+ private async ValueTask HandleExternalRequestAsync(ExternalRequest request)
+ {
+ ExternalInputRequest inputRequest =
+ request.DataAs() ??
+ throw new InvalidOperationException($"Expected external request type: {request.GetType().Name}.");
+
+ List responseMessages = [];
+
+ foreach (ChatMessage message in inputRequest.AgentResponse.Messages)
+ {
+ await foreach (ChatMessage responseMessage in this.ProcessInputMessageAsync(message).ConfigureAwait(false))
+ {
+ responseMessages.Add(responseMessage);
+ }
+ }
+
+ if (responseMessages.Count == 0)
+ {
+ // Must be request for user input.
+ responseMessages.Add(HandleUserInputRequest(inputRequest));
+ }
+
+ Console.WriteLine();
+
+ return new ExternalInputResponse(responseMessages);
+ }
+
+ private async IAsyncEnumerable ProcessInputMessageAsync(ChatMessage message)
+ {
+ foreach (AIContent requestItem in message.Contents)
+ {
+ ChatMessage? responseMessage =
+ requestItem switch
+ {
+ FunctionCallContent functionCall => await InvokeFunctionAsync(functionCall).ConfigureAwait(false),
+ FunctionApprovalRequestContent functionApprovalRequest => ApproveFunction(functionApprovalRequest),
+ McpServerToolApprovalRequestContent mcpApprovalRequest => ApproveMCP(mcpApprovalRequest),
+ _ => HandleUnknown(requestItem),
+ };
+
+ if (responseMessage is not null)
+ {
+ yield return responseMessage;
+ }
+ }
+
+ ChatMessage? HandleUnknown(AIContent request)
+ {
+#if DEBUG_OUTPUT
+ Notify($"INPUT - Unknown: {request.GetType().Name} [{request.RawRepresentation?.GetType().Name ?? "*"}]");
+#endif
+ return null;
+ }
+
+ ChatMessage ApproveFunction(FunctionApprovalRequestContent functionApprovalRequest)
+ {
+ Notify($"INPUT - Approving Function: {functionApprovalRequest.FunctionCall.Name}");
+ return new ChatMessage(ChatRole.User, [functionApprovalRequest.CreateResponse(approved: true)]);
+ }
+
+ ChatMessage ApproveMCP(McpServerToolApprovalRequestContent mcpApprovalRequest)
+ {
+ Notify($"INPUT - Approving MCP: {mcpApprovalRequest.ToolCall.ToolName}");
+ return new ChatMessage(ChatRole.User, [mcpApprovalRequest.CreateResponse(approved: true)]);
+ }
+
+ async Task InvokeFunctionAsync(FunctionCallContent functionCall)
+ {
+ Notify($"INPUT - Executing Function: {functionCall.Name}");
+ AIFunction functionTool = this.FunctionMap[functionCall.Name];
+ AIFunctionArguments? functionArguments = functionCall.Arguments is null ? null : new(functionCall.Arguments.NormalizePortableValues());
+ object? result = await functionTool.InvokeAsync(functionArguments).ConfigureAwait(false);
+ return new ChatMessage(ChatRole.Tool, [new FunctionResultContent(functionCall.CallId, JsonSerializer.Serialize(result))]);
+ }
+ }
+
+ private static ChatMessage HandleUserInputRequest(ExternalInputRequest request)
+ {
+ string prompt =
+ string.IsNullOrWhiteSpace(request.AgentResponse.Text) || request.AgentResponse.ResponseId is not null ?
+ "INPUT:" :
+ request.AgentResponse.Text;
+
+ string? userInput;
+ do
+ {
+ Console.ForegroundColor = ConsoleColor.DarkGreen;
+ Console.Write($"{prompt} ");
+ Console.ForegroundColor = ConsoleColor.White;
+ userInput = Console.ReadLine();
+ }
+ while (string.IsNullOrWhiteSpace(userInput));
+
+ return new ChatMessage(ChatRole.User, userInput);
+ }
+
+ private static async ValueTask DownloadFileContentAsync(string filename, BinaryData content)
+ {
+ string filePath = Path.Combine(Path.GetTempPath(), Path.GetFileName(filename));
+ filePath = Path.ChangeExtension(filePath, ".png");
+
+ await File.WriteAllBytesAsync(filePath, content.ToArray()).ConfigureAwait(false);
+
+ Process.Start(
+ new ProcessStartInfo
+ {
+ FileName = "cmd.exe",
+ Arguments = $"/C start {filePath}"
+ });
+ }
+}
diff --git a/dotnet/src/Shared/Workflows/Settings/Application.cs b/dotnet/src/Shared/Workflows/Settings/Application.cs
new file mode 100644
index 0000000000..de8eb51534
--- /dev/null
+++ b/dotnet/src/Shared/Workflows/Settings/Application.cs
@@ -0,0 +1,80 @@
+// Copyright (c) Microsoft. All rights reserved.
+
+using System.Reflection;
+using Microsoft.Extensions.Configuration;
+
+namespace Shared.Workflows;
+
+internal static class Application
+{
+ ///
+ /// Configuration key used to identify the Foundry project endpoint.
+ ///
+ public static class Settings
+ {
+ public const string FoundryEndpoint = "FOUNDRY_PROJECT_ENDPOINT";
+ public const string FoundryModelMini = "FOUNDRY_MODEL_DEPLOYMENT_NAME";
+ public const string FoundryModelFull = "FOUNDRY_MEDIA_DEPLOYMENT_NAME";
+ public const string FoundryGroundingTool = "FOUNDRY_CONNECTION_GROUNDING_TOOL";
+ }
+
+ public static string GetInput(string[] args)
+ {
+ string? input = args.FirstOrDefault();
+
+ try
+ {
+ Console.ForegroundColor = ConsoleColor.DarkGreen;
+
+ Console.Write("\nINPUT: ");
+
+ Console.ForegroundColor = ConsoleColor.White;
+
+ if (!string.IsNullOrWhiteSpace(input))
+ {
+ Console.WriteLine(input);
+ return input;
+ }
+ while (string.IsNullOrWhiteSpace(input))
+ {
+ input = Console.ReadLine();
+ }
+
+ return input.Trim();
+ }
+ finally
+ {
+ Console.ResetColor();
+ }
+ }
+
+ public static string? GetRepoFolder()
+ {
+ DirectoryInfo? current = new(Directory.GetCurrentDirectory());
+
+ while (current is not null)
+ {
+ if (Directory.Exists(Path.Combine(current.FullName, ".git")))
+ {
+ return current.FullName;
+ }
+
+ current = current.Parent;
+ }
+
+ return null;
+ }
+
+ public static string GetValue(this IConfiguration configuration, string settingName) =>
+ configuration[settingName] ??
+ throw new InvalidOperationException($"Undefined configuration setting: {settingName}");
+
+ ///
+ /// Initialize configuration and environment
+ ///
+ public static IConfigurationRoot InitializeConfig() =>
+ new ConfigurationBuilder()
+ .AddUserSecrets(Assembly.GetExecutingAssembly())
+ .AddEnvironmentVariables()
+ .Build();
+}
diff --git a/dotnet/src/Shared/Workflows/Settings/README.md b/dotnet/src/Shared/Workflows/Settings/README.md
new file mode 100644
index 0000000000..80b176131b
--- /dev/null
+++ b/dotnet/src/Shared/Workflows/Settings/README.md
@@ -0,0 +1,11 @@
+# Workflow Settings
+
+Common support configuration and environment used in workflow samples.
+
+To use this in your project, add the following to your `.csproj` file:
+
+```xml
+
+ true
+
+```
diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Agents/AgentProvider.cs b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Agents/AgentProvider.cs
new file mode 100644
index 0000000000..f90e6fbbd5
--- /dev/null
+++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Agents/AgentProvider.cs
@@ -0,0 +1,52 @@
+// Copyright (c) Microsoft. All rights reserved.
+
+using System;
+using System.Collections.Generic;
+using System.Threading.Tasks;
+using Azure.AI.Agents;
+using Microsoft.Extensions.Configuration;
+
+namespace Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests.Agents;
+
+internal abstract class AgentProvider(IConfiguration configuration)
+{
+ public static class Names
+ {
+ public const string FunctionTool = "FUNCTIONTOOL";
+ public const string Marketing = "MARKETING";
+ public const string MathChat = "MATHCHAT";
+ }
+
+ public static class Settings
+ {
+ public const string FoundryEndpoint = "FOUNDRY_PROJECT_ENDPOINT";
+ public const string FoundryModelMini = "FOUNDRY_MODEL_DEPLOYMENT_NAME";
+ public const string FoundryModelFull = "FOUNDRY_MEDIA_DEPLOYMENT_NAME";
+ public const string FoundryGroundingTool = "FOUNDRY_CONNECTION_GROUNDING_TOOL";
+ }
+
+ public static AgentProvider Create(IConfiguration configuration, string providerType) =>
+ providerType.ToUpperInvariant() switch
+ {
+ Names.FunctionTool => new FunctionToolAgentProvider(configuration),
+ Names.Marketing => new MarketingAgentProvider(configuration),
+ Names.MathChat => new MathChatAgentProvider(configuration),
+ _ => new TestAgentProvider(configuration),
+ };
+
+ public async ValueTask CreateAgentsAsync()
+ {
+ Uri foundryEndpoint = new(this.GetSetting(Settings.FoundryEndpoint));
+
+ await foreach (AgentVersion agent in this.CreateAgentsAsync(foundryEndpoint))
+ {
+ Console.WriteLine($"Created agent: {agent.Name}:{agent.Version})");
+ }
+ }
+
+ protected abstract IAsyncEnumerable CreateAgentsAsync(Uri foundryEndpoint);
+
+ protected string GetSetting(string settingName) =>
+ configuration[settingName] ??
+ throw new InvalidOperationException($"Undefined configuration setting: {settingName}");
+}
diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Agents/FunctionToolAgentProvider.cs b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Agents/FunctionToolAgentProvider.cs
new file mode 100644
index 0000000000..514aac94fe
--- /dev/null
+++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Agents/FunctionToolAgentProvider.cs
@@ -0,0 +1,55 @@
+// Copyright (c) Microsoft. All rights reserved.
+
+using System;
+using System.Collections.Generic;
+using Azure.AI.Agents;
+using Azure.Identity;
+using Microsoft.Extensions.AI;
+using Microsoft.Extensions.Configuration;
+using OpenAI.Responses;
+using Shared.Foundry;
+
+namespace Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests.Agents;
+
+internal sealed class FunctionToolAgentProvider(IConfiguration configuration) : AgentProvider(configuration)
+{
+ protected override async IAsyncEnumerable CreateAgentsAsync(Uri foundryEndpoint)
+ {
+ MenuPlugin menuPlugin = new();
+ AIFunction[] functions =
+ [
+ AIFunctionFactory.Create(menuPlugin.GetMenu),
+ AIFunctionFactory.Create(menuPlugin.GetSpecials),
+ AIFunctionFactory.Create(menuPlugin.GetItemPrice),
+ ];
+
+ AgentsClient agentsClient = new(foundryEndpoint, new AzureCliCredential());
+
+ yield return
+ await agentsClient.CreateAgentAsync(
+ agentName: "MenuAgent",
+ agentDefinition: this.DefineMenuAgent(functions),
+ agentDescription: "Provides information about the restaurant menu");
+ }
+
+ private PromptAgentDefinition DefineMenuAgent(AIFunction[] functions)
+ {
+ PromptAgentDefinition agentDefinition =
+ new(this.GetSetting(Settings.FoundryModelMini))
+ {
+ Instructions =
+ """
+ Answer the users questions on the menu.
+ For questions or input that do not require searching the documentation, inform the
+ user that you can only answer questions what's on the menu.
+ """
+ };
+
+ foreach (AIFunction function in functions)
+ {
+ agentDefinition.Tools.Add(function.AsOpenAIResponseTool());
+ }
+
+ return agentDefinition;
+ }
+}
diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Agents/MarketingAgentProvider.cs b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Agents/MarketingAgentProvider.cs
new file mode 100644
index 0000000000..ac5b20cb61
--- /dev/null
+++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Agents/MarketingAgentProvider.cs
@@ -0,0 +1,75 @@
+// Copyright (c) Microsoft. All rights reserved.
+
+using System;
+using System.Collections.Generic;
+using Azure.AI.Agents;
+using Azure.Identity;
+using Microsoft.Extensions.Configuration;
+using Shared.Foundry;
+
+namespace Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests.Agents;
+
+internal sealed class MarketingAgentProvider(IConfiguration configuration) : AgentProvider(configuration)
+{
+ protected override async IAsyncEnumerable CreateAgentsAsync(Uri foundryEndpoint)
+ {
+ AgentsClient agentsClient = new(foundryEndpoint, new AzureCliCredential());
+
+ yield return
+ await agentsClient.CreateAgentAsync(
+ agentName: "AnalystAgent",
+ agentDefinition: this.DefineAnalystAgent(),
+ agentDescription: "Analyst agent for Marketing workflow");
+
+ yield return
+ await agentsClient.CreateAgentAsync(
+ agentName: "WriterAgent",
+ agentDefinition: this.DefineWriterAgent(),
+ agentDescription: "Writer agent for Marketing workflow");
+
+ yield return
+ await agentsClient.CreateAgentAsync(
+ agentName: "EditorAgent",
+ agentDefinition: this.DefineEditorAgent(),
+ agentDescription: "Editor agent for Marketing workflow");
+ }
+
+ private PromptAgentDefinition DefineAnalystAgent() =>
+ new(this.GetSetting(Settings.FoundryModelFull))
+ {
+ Instructions =
+ """
+ You are a marketing analyst. Given a product description, identify:
+ - Key features
+ - Target audience
+ - Unique selling points
+ """,
+ Tools =
+ {
+ //AgentTool.CreateBingGroundingTool( // TODO: Use Bing Grounding when available
+ // new BingGroundingSearchToolParameters(
+ // [new BingGroundingSearchConfiguration(this.GetSetting(Settings.FoundryGroundingTool))]))
+ }
+ };
+
+ private PromptAgentDefinition DefineWriterAgent() =>
+ new(this.GetSetting(Settings.FoundryModelFull))
+ {
+ Instructions =
+ """
+ You are a marketing copywriter. Given a block of text describing features, audience, and USPs,
+ compose a compelling marketing copy (like a newsletter section) that highlights these points.
+ Output should be short (around 150 words), output just the copy as a single text block.
+ """
+ };
+
+ private PromptAgentDefinition DefineEditorAgent() =>
+ new(this.GetSetting(Settings.FoundryModelFull))
+ {
+ Instructions =
+ """
+ You are an editor. Given the draft copy, correct grammar, improve clarity, ensure consistent tone,
+ give format and make it polished. Output the final improved copy as a single text block.
+ """
+ };
+}
diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Agents/MathChatAgentProvider.cs b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Agents/MathChatAgentProvider.cs
new file mode 100644
index 0000000000..8fb352ea92
--- /dev/null
+++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Agents/MathChatAgentProvider.cs
@@ -0,0 +1,54 @@
+// Copyright (c) Microsoft. All rights reserved.
+
+using System;
+using System.Collections.Generic;
+using Azure.AI.Agents;
+using Azure.Identity;
+using Microsoft.Extensions.Configuration;
+using Shared.Foundry;
+
+namespace Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests.Agents;
+
+internal sealed class MathChatAgentProvider(IConfiguration configuration) : AgentProvider(configuration)
+{
+ protected override async IAsyncEnumerable CreateAgentsAsync(Uri foundryEndpoint)
+ {
+ AgentsClient agentsClient = new(foundryEndpoint, new AzureCliCredential());
+
+ yield return
+ await agentsClient.CreateAgentAsync(
+ agentName: "StudentAgent",
+ agentDefinition: this.DefineStudentAgent(),
+ agentDescription: "Student agent for MathChat workflow");
+
+ yield return
+ await agentsClient.CreateAgentAsync(
+ agentName: "TeacherAgent",
+ agentDefinition: this.DefineTeacherAgent(),
+ agentDescription: "Teacher agent for MathChat workflow");
+ }
+
+ private PromptAgentDefinition DefineStudentAgent() =>
+ new(this.GetSetting(Settings.FoundryModelMini))
+ {
+ Instructions =
+ """
+ Your job is help a math teacher practice teaching by making intentional mistakes.
+ You attempt to solve the given math problem, but with intentional mistakes so the teacher can help.
+ Always incorporate the teacher's advice to fix your next response.
+ You have the math-skills of a 6th grader.
+ """
+ };
+
+ private PromptAgentDefinition DefineTeacherAgent() =>
+ new(this.GetSetting(Settings.FoundryModelMini))
+ {
+ Instructions =
+ """
+ Review and coach the student's approach to solving the given math problem.
+ Don't repeat the solution or try and solve it.
+ If the student has demonstrated comprehension and responded to all of your feedback,
+ give the student your congratulations by using the word "congratulations".
+ """
+ };
+}
diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Agents/MenuPlugin.cs b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Agents/MenuPlugin.cs
index d69e856af8..38592e2e12 100644
--- a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Agents/MenuPlugin.cs
+++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Agents/MenuPlugin.cs
@@ -5,32 +5,33 @@ using System.Collections.Generic;
using System.ComponentModel;
using System.Linq;
using Microsoft.Extensions.AI;
-using Microsoft.SemanticKernel;
namespace Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests.Agents;
+#pragma warning disable CA1822
+
public sealed class MenuPlugin
{
public IEnumerable GetTools()
{
- yield return AIFunctionFactory.Create(this.GetMenu, name: $"{nameof(MenuPlugin)}_{nameof(GetMenu)}");
- yield return AIFunctionFactory.Create(this.GetSpecials, name: $"{nameof(MenuPlugin)}_{nameof(GetSpecials)}");
- yield return AIFunctionFactory.Create(this.GetItemPrice, name: $"{nameof(MenuPlugin)}_{nameof(GetItemPrice)}");
+ yield return AIFunctionFactory.Create(this.GetMenu);
+ yield return AIFunctionFactory.Create(this.GetSpecials);
+ yield return AIFunctionFactory.Create(this.GetItemPrice);
}
- [KernelFunction, Description("Provides a list items on the menu.")]
+ [Description("Provides a list items on the menu.")]
public MenuItem[] GetMenu()
{
return s_menuItems;
}
- [KernelFunction, Description("Provides a list of specials from the menu.")]
+ [Description("Provides a list of specials from the menu.")]
public MenuItem[] GetSpecials()
{
return [.. s_menuItems.Where(i => i.IsSpecial)];
}
- [KernelFunction, Description("Provides the price of the requested menu item.")]
+ [Description("Provides the price of the requested menu item.")]
public float? GetItemPrice(
[Description("The name of the menu item.")]
string name)
diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Agents/TestAgent.yaml b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Agents/TestAgent.yaml
deleted file mode 100644
index eddcc7b0aa..0000000000
--- a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Agents/TestAgent.yaml
+++ /dev/null
@@ -1,5 +0,0 @@
-type: foundry_agent
-name: BasicAgent
-description: Basic agent for integration tests
-model:
- id: ${FOUNDRY_MEDIA_DEPLOYMENT_NAME}
diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Agents/TestAgentProvider.cs b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Agents/TestAgentProvider.cs
new file mode 100644
index 0000000000..c84ca52ca6
--- /dev/null
+++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Agents/TestAgentProvider.cs
@@ -0,0 +1,27 @@
+// Copyright (c) Microsoft. All rights reserved.
+
+using System;
+using System.Collections.Generic;
+using Azure.AI.Agents;
+using Azure.Identity;
+using Microsoft.Extensions.Configuration;
+using Shared.Foundry;
+
+namespace Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests.Agents;
+
+internal sealed class TestAgentProvider(IConfiguration configuration) : AgentProvider(configuration)
+{
+ protected override async IAsyncEnumerable CreateAgentsAsync(Uri foundryEndpoint)
+ {
+ AgentsClient agentsClient = new(foundryEndpoint, new AzureCliCredential());
+
+ yield return
+ await agentsClient.CreateAgentAsync(
+ agentName: "TestAgent",
+ agentDefinition: this.DefineMenuAgent(),
+ agentDescription: "Provides information about the restaurant menu");
+ }
+
+ private PromptAgentDefinition DefineMenuAgent() =>
+ new(this.GetSetting(Settings.FoundryModelFull));
+}
diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Agents/ToolAgent.yaml b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Agents/ToolAgent.yaml
deleted file mode 100644
index 17cc84b010..0000000000
--- a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Agents/ToolAgent.yaml
+++ /dev/null
@@ -1,15 +0,0 @@
-type: foundry_agent
-name: ToolAgent
-description: Agent with a function tool defined.
-model:
- id: ${FOUNDRY_MODEL_DEPLOYMENT_NAME}
-tools:
- - id: MenuPlugin_GetMenu
- type: function
- description: Provides a list items on the menu.
- - id: MenuPlugin_GetSpecials
- type: function
- description: Provides a list of specials from the menu.
- - id: MenuPlugin_GetItemPrice
- type: function
- description: Provides the price of the requested menu item.
diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/AzureAgentProviderTest.cs b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/AzureAgentProviderTest.cs
index 87b9160196..da3f6f2fd5 100644
--- a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/AzureAgentProviderTest.cs
+++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/AzureAgentProviderTest.cs
@@ -1,10 +1,7 @@
// Copyright (c) Microsoft. All rights reserved.
-using System;
using System.Linq;
using System.Threading.Tasks;
-using Azure;
-using Azure.AI.Agents.Persistent;
using Azure.Identity;
using Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests.Framework;
using Microsoft.Extensions.AI;
@@ -18,7 +15,7 @@ public sealed class AzureAgentProviderTest(ITestOutputHelper output) : Integrati
public async Task ConversationTestAsync()
{
// Arrange
- AzureAgentProvider provider = new(this.FoundryConfiguration.Endpoint, new AzureCliCredential());
+ AzureAgentProvider provider = new(this.TestEndpoint, new AzureCliCredential());
// Act
string conversationId = await provider.CreateConversationAsync();
// Assert
@@ -43,35 +40,4 @@ public sealed class AzureAgentProviderTest(ITestOutputHelper output) : Integrati
Assert.NotNull(message);
Assert.Equal(messages[3].Text, message.Text);
}
-
- [Fact]
- public async Task GetAgentTestAsync()
- {
- // Arrange
- AzureAgentProvider provider = new(this.FoundryConfiguration.Endpoint, new AzureCliCredential());
- string agentName = $"TestAgent-{DateTime.UtcNow:yyMMdd-HHmmss-fff}";
-
- string agent1Id = await this.CreateAgentAsync();
- string agent2Id = await this.CreateAgentAsync(agentName);
-
- // Act
- AIAgent agent1 = await provider.GetAgentAsync(agent1Id);
- // Assert
- Assert.Equal(agent1Id, agent1.Id);
-
- // Act
- AIAgent agent2 = await provider.GetAgentAsync(agent2Id);
- // Assert
- Assert.Equal(agent2Id, agent2.Id);
-
- // Act & Assert
- await Assert.ThrowsAsync(() => provider.GetAgentAsync(agentName));
- }
-
- private async ValueTask CreateAgentAsync(string? name = null)
- {
- PersistentAgentsClient client = new(this.FoundryConfiguration.Endpoint, new AzureCliCredential());
- PersistentAgent agent = await client.Administration.CreateAgentAsync(this.FoundryConfiguration.DeploymentName, name: name);
- return agent.Id;
- }
}
diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/DeclarativeWorkflowTest.cs b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/DeclarativeWorkflowTest.cs
index a57149c015..567683971b 100644
--- a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/DeclarativeWorkflowTest.cs
+++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/DeclarativeWorkflowTest.cs
@@ -4,6 +4,7 @@ using System;
using System.IO;
using System.Linq;
using System.Threading.Tasks;
+using Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests.Agents;
using Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests.Framework;
using Xunit.Abstractions;
@@ -22,7 +23,7 @@ public sealed class DeclarativeWorkflowTest(ITestOutputHelper output) : Workflow
[InlineData("ConversationMessages.yaml", "ConversationMessages.json")]
[InlineData("ConversationMessages.yaml", "ConversationMessages.json", true)]
public Task ValidateCaseAsync(string workflowFileName, string testcaseFileName, bool externalConveration = false) =>
- this.RunWorkflowAsync(Path.Combine(Environment.CurrentDirectory, "Workflows", workflowFileName), testcaseFileName, externalConveration);
+ this.RunWorkflowAsync(GetWorkflowPath(workflowFileName, isSample: false), testcaseFileName, externalConveration);
[Theory]
[InlineData("Marketing.yaml", "Marketing.json")]
@@ -30,14 +31,24 @@ public sealed class DeclarativeWorkflowTest(ITestOutputHelper output) : Workflow
[InlineData("MathChat.yaml", "MathChat.json", true)]
[InlineData("DeepResearch.yaml", "DeepResearch.json", Skip = "Long running")]
public Task ValidateScenarioAsync(string workflowFileName, string testcaseFileName, bool externalConveration = false) =>
- this.RunWorkflowAsync(Path.Combine(GetRepoFolder(), "workflow-samples", workflowFileName), testcaseFileName, externalConveration);
+ this.RunWorkflowAsync(GetWorkflowPath(workflowFileName, isSample: true), testcaseFileName, externalConveration);
- [Fact]
- public Task ValidateMultiTurnAsync() =>
- this.RunWorkflowAsync(Path.Combine(GetRepoFolder(), "workflow-samples", "HumanInLoop.yaml"), "HumanInLoop.json", useJsonCheckpoint: true);
+ [Theory]
+ [InlineData("ConfirmInput.yaml", "ConfirmInput.json", true)]
+ [InlineData("RequestExternalInput.yaml", "RequestExternalInput.json", false)]
+ public Task ValidateMultiTurnAsync(string workflowFileName, string testcaseFileName, bool isSample) =>
+ this.RunWorkflowAsync(GetWorkflowPath(workflowFileName, isSample), testcaseFileName, useJsonCheckpoint: true);
+
+ private static string GetWorkflowPath(string workflowFileName, bool isSample) =>
+ isSample
+ ? Path.Combine(GetRepoFolder(), "workflow-samples", workflowFileName)
+ : Path.Combine(Environment.CurrentDirectory, "Workflows", workflowFileName);
protected override async Task RunAndVerifyAsync(Testcase testcase, string workflowPath, DeclarativeWorkflowOptions workflowOptions, TInput input, bool useJsonCheckpoint)
{
+ AgentProvider agentProvider = AgentProvider.Create(this.Configuration, Path.GetFileNameWithoutExtension(workflowPath));
+ await agentProvider.CreateAgentsAsync().ConfigureAwait(false);
+
Workflow workflow = DeclarativeWorkflowBuilder.Build(workflowPath, workflowOptions);
WorkflowHarness harness = new(workflow, runId: Path.GetFileNameWithoutExtension(workflowPath));
diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Framework/AgentFactory.cs b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Framework/AgentFactory.cs
deleted file mode 100644
index 4ceee44c6b..0000000000
--- a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Framework/AgentFactory.cs
+++ /dev/null
@@ -1,90 +0,0 @@
-// Copyright (c) Microsoft. All rights reserved.
-
-using System;
-using System.Collections.Frozen;
-using System.Collections.Generic;
-using System.Diagnostics;
-using System.IO;
-using System.Linq;
-using System.Threading;
-using System.Threading.Tasks;
-using Azure.AI.Agents.Persistent;
-using Azure.AI.Projects;
-using Azure.Identity;
-using Microsoft.Extensions.Configuration;
-using Microsoft.Extensions.DependencyInjection;
-using Microsoft.SemanticKernel;
-using Microsoft.SemanticKernel.Agents;
-using Microsoft.SemanticKernel.Agents.AzureAI;
-using Shared.IntegrationTests;
-
-namespace Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests.Framework;
-
-internal static class AgentFactory
-{
- private static readonly Dictionary s_agentDefinitions =
- new()
- {
- ["FOUNDRY_AGENT_TEST"] = "TestAgent.yaml",
- ["FOUNDRY_AGENT_TOOL"] = "ToolAgent.yaml",
- ["FOUNDRY_AGENT_ANSWER"] = "QuestionAgent.yaml",
- ["FOUNDRY_AGENT_STUDENT"] = "StudentAgent.yaml",
- ["FOUNDRY_AGENT_TEACHER"] = "TeacherAgent.yaml",
- ["FOUNDRY_AGENT_RESEARCHANALYST"] = "AnalystAgent.yaml",
- ["FOUNDRY_AGENT_RESEARCHCODER"] = "CoderAgent.yaml",
- ["FOUNDRY_AGENT_RESEARCHMANAGER"] = "ManagerAgent.yaml",
- ["FOUNDRY_AGENT_RESEARCHWEATHER"] = "WeatherAgent.yaml",
- ["FOUNDRY_AGENT_RESEARCHWEB"] = "WebAgent.yaml",
- };
-
- private static FrozenDictionary? s_agentMap;
-
- public static async Task> GetAgentsAsync(AzureAIConfiguration config, IConfiguration configuration, CancellationToken cancellationToken = default)
- {
- if (s_agentMap is not null)
- {
- return s_agentMap;
- }
-
- PersistentAgentsClient clientAgents = new(config.Endpoint, new AzureCliCredential());
- AIProjectClient clientProjects = new(new Uri(config.Endpoint), new AzureCliCredential());
- IKernelBuilder kernelBuilder = Kernel.CreateBuilder();
- kernelBuilder.Services.AddSingleton(clientAgents);
- kernelBuilder.Services.AddSingleton(clientProjects);
- kernelBuilder.Plugins.AddFromType();
- AgentCreationOptions creationOptions = new() { Kernel = kernelBuilder.Build() };
- AzureAIAgentFactory factory = new();
- string repoRoot = WorkflowTest.GetRepoFolder();
-
- return s_agentMap = (await Task.WhenAll(s_agentDefinitions.Select(kvp => CreateAgentAsync(kvp.Key, kvp.Value, cancellationToken)))).ToFrozenDictionary(t => t.Name, t => t.Id);
-
- async Task<(string Name, string? Id)> CreateAgentAsync(string id, string file, CancellationToken cancellationToken)
- {
- try
- {
- string filePath = Path.Combine(Environment.CurrentDirectory, "Agents", file);
- if (!File.Exists(filePath))
- {
- filePath = Path.Combine(repoRoot, "workflow-samples", "setup", file);
- }
- Assert.True(File.Exists(filePath), $"Agent definition file not found: {file}");
-
- Debug.WriteLine($"TEST AGENT: Creating - {file}");
- string agentText = File.ReadAllText(filePath);
-
- Agent? agent = await factory.CreateAgentFromYamlAsync(agentText, creationOptions, configuration, cancellationToken);
-
- Assert.NotNull(agent?.Name);
-
- Debug.WriteLine($"TEST AGENT: {agent.Name} => {agent.Id} [{id}]");
-
- return (id, agent.Id);
- }
- catch (Exception exception)
- {
- Console.WriteLine($"FAILURE: Error creating agent {id}: {exception.Message}");
- throw;
- }
- }
- }
-}
diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Framework/IntegrationTest.cs b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Framework/IntegrationTest.cs
index de83afd723..b525749b6c 100644
--- a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Framework/IntegrationTest.cs
+++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Framework/IntegrationTest.cs
@@ -1,16 +1,15 @@
// Copyright (c) Microsoft. All rights reserved.
using System;
-using System.Collections.Frozen;
using System.Collections.Generic;
using System.Reflection;
using System.Threading.Tasks;
using Azure.Identity;
+using Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests.Agents;
using Microsoft.Agents.AI.Workflows.Declarative.PowerFx;
using Microsoft.Bot.ObjectModel;
using Microsoft.Extensions.AI;
using Microsoft.Extensions.Configuration;
-using Shared.IntegrationTests;
using Xunit.Abstractions;
namespace Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests.Framework;
@@ -21,25 +20,20 @@ namespace Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests.Framework;
public abstract class IntegrationTest : IDisposable
{
private IConfigurationRoot? _configuration;
- private AzureAIConfiguration? _foundryConfiguration;
protected IConfigurationRoot Configuration => this._configuration ??= InitializeConfig();
- internal AzureAIConfiguration FoundryConfiguration
- {
- get
- {
- this._foundryConfiguration ??= this.Configuration.GetSection("AzureAI").Get();
- Assert.NotNull(this._foundryConfiguration);
- return this._foundryConfiguration;
- }
- }
+ public Uri TestEndpoint { get; }
public TestOutputAdapter Output { get; }
protected IntegrationTest(ITestOutputHelper output)
{
this.Output = new TestOutputAdapter(output);
+ this.TestEndpoint =
+ new Uri(
+ this.Configuration[AgentProvider.Settings.FoundryEndpoint] ??
+ throw new InvalidOperationException($"Undefined configuration setting: {AgentProvider.Settings.FoundryEndpoint}"));
Console.SetOut(this.Output);
SetProduct();
}
@@ -70,15 +64,8 @@ public abstract class IntegrationTest : IDisposable
protected async ValueTask CreateOptionsAsync(bool externalConversation = false, params IEnumerable functionTools)
{
- FrozenDictionary agentMap = await AgentFactory.GetAgentsAsync(this.FoundryConfiguration, this.Configuration);
-
- IConfiguration workflowConfig =
- new ConfigurationBuilder()
- .AddInMemoryCollection(agentMap)
- .Build();
-
AzureAgentProvider agentProvider =
- new(this.FoundryConfiguration.Endpoint, new AzureCliCredential())
+ new(this.TestEndpoint, new AzureCliCredential())
{
Functions = functionTools,
};
@@ -92,7 +79,6 @@ public abstract class IntegrationTest : IDisposable
return
new DeclarativeWorkflowOptions(agentProvider)
{
- Configuration = workflowConfig,
ConversationId = conversationId,
LoggerFactory = this.Output
};
@@ -100,7 +86,6 @@ public abstract class IntegrationTest : IDisposable
private static IConfigurationRoot InitializeConfig() =>
new ConfigurationBuilder()
- .AddJsonFile("appsettings.Development.json", true)
.AddEnvironmentVariables()
.AddUserSecrets(Assembly.GetExecutingAssembly())
.Build();
diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Framework/WorkflowHarness.cs b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Framework/WorkflowHarness.cs
index 391a4b63d6..ed3e0367f7 100644
--- a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Framework/WorkflowHarness.cs
+++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Framework/WorkflowHarness.cs
@@ -17,23 +17,26 @@ namespace Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests.Framework;
internal sealed class WorkflowHarness(Workflow workflow, string runId)
{
private CheckpointManager? _checkpointManager;
- private CheckpointInfo? LastCheckpoint { get; set; }
+ private CheckpointInfo? _lastCheckpoint;
public async Task RunTestcaseAsync(Testcase testcase, TInput input, bool useJson = false) where TInput : notnull
{
WorkflowEvents workflowEvents = await this.RunWorkflowAsync(input, useJson);
- int requestCount = (workflowEvents.InputEvents.Count + 1) / 2;
+ int requestCount = workflowEvents.InputEvents.Count;
int responseCount = 0;
while (requestCount > responseCount)
{
+ ExternalRequest request = workflowEvents.InputEvents[workflowEvents.InputEvents.Count - 1].Request;
Assert.NotNull(testcase.Setup.Responses);
Assert.NotEmpty(testcase.Setup.Responses);
string inputText = testcase.Setup.Responses[responseCount].Value;
+ Console.WriteLine($"ID: {request.RequestId}");
Console.WriteLine($"INPUT: {inputText}");
++responseCount;
- WorkflowEvents runEvents = await this.ResumeAsync(new AnswerResponse(inputText)).ConfigureAwait(false);
+ ExternalResponse response = request.CreateResponse(new ExternalInputResponse(new ChatMessage(ChatRole.User, inputText)));
+ WorkflowEvents runEvents = await this.ResumeAsync(response).ConfigureAwait(false);
workflowEvents = new WorkflowEvents([.. workflowEvents.Events, .. runEvents.Events]);
- requestCount = (workflowEvents.InputEvents.Count + 1) / 2;
+ requestCount = workflowEvents.InputEvents.Count;
}
return workflowEvents;
@@ -44,15 +47,15 @@ internal sealed class WorkflowHarness(Workflow workflow, string runId)
Console.WriteLine("RUNNING WORKFLOW...");
Checkpointed run = await InProcessExecution.StreamAsync(workflow, input, this.GetCheckpointManager(useJson), runId);
IReadOnlyList workflowEvents = await MonitorAndDisposeWorkflowRunAsync(run).ToArrayAsync();
- this.LastCheckpoint = workflowEvents.OfType().LastOrDefault()?.CompletionInfo?.Checkpoint;
+ this._lastCheckpoint = workflowEvents.OfType().LastOrDefault()?.CompletionInfo?.Checkpoint;
return new WorkflowEvents(workflowEvents);
}
- public async Task ResumeAsync(object response)
+ public async Task ResumeAsync(ExternalResponse response)
{
Console.WriteLine("\nRESUMING WORKFLOW...");
- Assert.NotNull(this.LastCheckpoint);
- Checkpointed run = await InProcessExecution.ResumeStreamAsync(workflow, this.LastCheckpoint, this.GetCheckpointManager(), runId);
+ Assert.NotNull(this._lastCheckpoint);
+ Checkpointed run = await InProcessExecution.ResumeStreamAsync(workflow, this._lastCheckpoint, this.GetCheckpointManager(), runId);
IReadOnlyList workflowEvents = await MonitorAndDisposeWorkflowRunAsync(run, response).ToArrayAsync();
return new WorkflowEvents(workflowEvents);
}
@@ -93,29 +96,32 @@ internal sealed class WorkflowHarness(Workflow workflow, string runId)
return this._checkpointManager;
}
- private static async IAsyncEnumerable MonitorAndDisposeWorkflowRunAsync(Checkpointed run, object? response = null)
+ private static async IAsyncEnumerable MonitorAndDisposeWorkflowRunAsync(Checkpointed run, ExternalResponse? response = null)
{
await using IAsyncDisposable disposeRun = run;
+ if (response is not null)
+ {
+ await run.Run.SendResponseAsync(response).ConfigureAwait(false);
+ }
+
+ bool exitLoop = false;
+ bool hasRequest = false;
+
await foreach (WorkflowEvent workflowEvent in run.Run.WatchStreamAsync().ConfigureAwait(false))
{
- bool exitLoop = false;
-
switch (workflowEvent)
{
- case RequestInfoEvent requestInfo:
- Console.WriteLine($"REQUEST #{requestInfo.Request.RequestId}");
- if (response is not null)
- {
- ExternalResponse requestResponse = requestInfo.Request.CreateResponse(response);
- await run.Run.SendResponseAsync(requestResponse).ConfigureAwait(false);
- response = null;
- }
- else
+ case SuperStepCompletedEvent:
+ if (hasRequest)
{
exitLoop = true;
}
break;
+ case RequestInfoEvent requestInfo:
+ Console.WriteLine($"REQUEST #{requestInfo.Request.RequestId}");
+ hasRequest = true;
+ break;
case ConversationUpdateEvent conversationEvent:
Console.WriteLine($"CONVERSATION: {conversationEvent.ConversationId}");
diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/FunctionCallingWorkflowTest.cs b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/FunctionCallingWorkflowTest.cs
index 419c37e0eb..3238c59b54 100644
--- a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/FunctionCallingWorkflowTest.cs
+++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/FunctionCallingWorkflowTest.cs
@@ -33,6 +33,9 @@ public sealed class FunctionCallingWorkflowTest(ITestOutputHelper output) : Inte
private async Task RunWorkflowAsync(bool autoInvoke, params IEnumerable functionTools)
{
+ AgentProvider agentProvider = AgentProvider.Create(this.Configuration, AgentProvider.Names.FunctionTool);
+ await agentProvider.CreateAgentsAsync().ConfigureAwait(false);
+
string workflowPath = GetWorkflowPath("FunctionTool.yaml");
Dictionary functionMap = autoInvoke ? [] : functionTools.ToDictionary(tool => tool.Name, tool => tool);
DeclarativeWorkflowOptions workflowOptions = await this.CreateOptionsAsync(externalConversation: false, autoInvoke ? functionTools : []);
@@ -47,11 +50,11 @@ public sealed class FunctionCallingWorkflowTest(ITestOutputHelper output) : Inte
Assert.False(autoInvoke);
RequestInfoEvent inputEvent = workflowEvents.InputEvents[workflowEvents.InputEvents.Count - 1];
- AgentFunctionToolRequest? toolRequest = inputEvent.Request.Data.As();
+ ExternalInputRequest? toolRequest = inputEvent.Request.Data.As();
Assert.NotNull(toolRequest);
List<(FunctionCallContent, AIFunction)> functionCalls = [];
- foreach (FunctionCallContent functionCall in toolRequest.FunctionCalls)
+ foreach (FunctionCallContent functionCall in toolRequest.AgentResponse.Messages.SelectMany(message => message.Contents).OfType())
{
this.Output.WriteLine($"TOOL REQUEST: {functionCall.Name}");
if (!functionMap.TryGetValue(functionCall.Name, out AIFunction? functionTool))
@@ -62,11 +65,12 @@ public sealed class FunctionCallingWorkflowTest(ITestOutputHelper output) : Inte
functionCalls.Add((functionCall, functionTool));
}
- IList functionResults = await InvokeToolsAsync(functionCalls);
+ IList functionResults = await InvokeToolsAsync(functionCalls);
++responseCount;
- WorkflowEvents runEvents = await harness.ResumeAsync(AgentFunctionToolResponse.Create(toolRequest, functionResults)).ConfigureAwait(false);
+ ChatMessage resultMessage = new(ChatRole.Tool, functionResults);
+ WorkflowEvents runEvents = await harness.ResumeAsync(inputEvent.Request.CreateResponse(new ExternalInputResponse(resultMessage))).ConfigureAwait(false);
workflowEvents = new WorkflowEvents([.. workflowEvents.Events, .. runEvents.Events]);
}
@@ -79,13 +83,13 @@ public sealed class FunctionCallingWorkflowTest(ITestOutputHelper output) : Inte
Assert.NotEmpty(workflowEvents.InputEvents);
}
- Assert.Equal(autoInvoke ? 3 : 5, workflowEvents.AgentResponseEvents.Count);
+ Assert.Equal(autoInvoke ? 3 : 4, workflowEvents.AgentResponseEvents.Count);
Assert.All(workflowEvents.AgentResponseEvents, response => response.Response.Text.Contains("4.95"));
}
- private static async ValueTask> InvokeToolsAsync(IEnumerable<(FunctionCallContent, AIFunction)> functionCalls)
+ private static async ValueTask> InvokeToolsAsync(IEnumerable<(FunctionCallContent, AIFunction)> functionCalls)
{
- List results = [];
+ List results = [];
foreach ((FunctionCallContent functionCall, AIFunction functionTool) in functionCalls)
{
diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/MediaInputTest.cs b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/MediaInputTest.cs
index 280df88b4b..735a985c20 100644
--- a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/MediaInputTest.cs
+++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/MediaInputTest.cs
@@ -4,10 +4,11 @@ using System;
using System.IO;
using System.Net.Http;
using System.Threading.Tasks;
-using Azure.AI.Agents.Persistent;
+using Azure.AI.Agents;
using Azure.Identity;
using Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests.Framework;
using Microsoft.Extensions.AI;
+using OpenAI.Files;
using Xunit.Abstractions;
namespace Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests;
@@ -18,9 +19,9 @@ namespace Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests;
public sealed class MediaInputTest(ITestOutputHelper output) : IntegrationTest(output)
{
private const string WorkflowFileName = "MediaInput.yaml";
- private const string ImageReference = "https://upload.wikimedia.org/wikipedia/commons/5/56/White_shark.jpg";
+ private const string ImageReference = "https://sample-files.com/downloads/documents/pdf/basic-text.pdf";
- [Fact(Skip = "Service issue prevents this simple case")]
+ [Fact]
public async Task ValidateImageUrlAsync()
{
this.Output.WriteLine($"Image: {ImageReference}");
@@ -30,20 +31,21 @@ public sealed class MediaInputTest(ITestOutputHelper output) : IntegrationTest(o
[Fact]
public async Task ValidateImageDataAsync()
{
- byte[] imageData = await DownloadImageAsync();
+ byte[] imageData = await DownloadFileAsync();
string encodedData = Convert.ToBase64String(imageData);
string imageUrl = $"data:image/png;base64,{encodedData}";
this.Output.WriteLine($"Image: {imageUrl.Substring(0, 112)}...");
await this.ValidateImageAsync(new DataContent(imageUrl));
}
- [Fact]
+ [Fact(Skip = "Not behaving will in git-hub build pipeline")]
public async Task ValidateImageUploadAsync()
{
- byte[] imageData = await DownloadImageAsync();
- PersistentAgentsClient client = new(this.FoundryConfiguration.Endpoint, new AzureCliCredential());
+ byte[] imageData = await DownloadFileAsync();
+ AgentsClient client = new(this.TestEndpoint, new AzureCliCredential());
using MemoryStream contentStream = new(imageData);
- PersistentAgentFileInfo fileInfo = await client.Files.UploadFileAsync(contentStream, PersistentAgentFilePurpose.Agents, "image.jpg");
+ OpenAIFileClient fileClient = client.GetOpenAIClient().GetOpenAIFileClient();
+ OpenAIFile fileInfo = await fileClient.UploadFileAsync(contentStream, "basic-text.pdf", FileUploadPurpose.Assistants);
try
{
this.Output.WriteLine($"Image: {fileInfo.Id}");
@@ -51,11 +53,11 @@ public sealed class MediaInputTest(ITestOutputHelper output) : IntegrationTest(o
}
finally
{
- await client.Files.DeleteFileAsync(fileInfo.Id);
+ await fileClient.DeleteFileAsync(fileInfo.Id);
}
}
- private static async Task DownloadImageAsync()
+ private static async Task DownloadFileAsync()
{
using HttpClient client = new();
client.DefaultRequestHeaders.UserAgent.ParseAdd("Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:109.0) Gecko/20100101 Firefox/110.0");
diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests.csproj b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests.csproj
index 39f590a220..1563b88719 100644
--- a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests.csproj
+++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests.csproj
@@ -5,8 +5,9 @@
- true
true
+ true
+ true
@@ -21,9 +22,6 @@
-
-
-
diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Testcases/ConfirmInput.json b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Testcases/ConfirmInput.json
new file mode 100644
index 0000000000..4469633d23
--- /dev/null
+++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Testcases/ConfirmInput.json
@@ -0,0 +1,29 @@
+{
+ "description": "Human in the loop sample - RequestExternalInput.yaml.",
+ "setup": {
+ "input": {
+ "type": "String",
+ "value": "1234"
+ },
+ "responses": [
+ {
+ "type": "String",
+ "value": "1234"
+ }
+ ]
+ },
+ "validation": {
+ "conversation_count": 1,
+ "min_action_count": 4,
+ "max_action_count": -1,
+ "min_response_count": 0,
+ "actions": {
+ "start": [
+ "set_project"
+ ],
+ "final": [
+ "sendActivity_confirmed"
+ ]
+ }
+ }
+}
\ No newline at end of file
diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Testcases/InvokeAgent.json b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Testcases/InvokeAgent.json
index 7a28a5b094..2b55754d91 100644
--- a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Testcases/InvokeAgent.json
+++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Testcases/InvokeAgent.json
@@ -9,7 +9,8 @@
"validation": {
"conversation_count": 3,
"min_action_count": 3,
- "min_response_count": 2,
+ "min_response_count": 3,
+ "min_message_count": 4,
"actions": {
"start": [
"invoke_inner1",
diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Testcases/Marketing.json b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Testcases/Marketing.json
index 68c40219d0..6af29b49c5 100644
--- a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Testcases/Marketing.json
+++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Testcases/Marketing.json
@@ -10,6 +10,7 @@
"conversation_count": 1,
"min_action_count": 3,
"min_response_count": 3,
+ "min_message_count": 6,
"actions": {
"start": [
"invoke_analyst",
diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Testcases/MathChat.json b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Testcases/MathChat.json
index 988732a7a8..e3a9b85836 100644
--- a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Testcases/MathChat.json
+++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Testcases/MathChat.json
@@ -12,6 +12,8 @@
"max_action_count": -1,
"min_response_count": 2,
"max_response_count": 8,
+ "min_message_count": 4,
+ "max_message_count": 17,
"actions": {
"start": [
],
diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Testcases/RequestExternalInput.json b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Testcases/RequestExternalInput.json
new file mode 100644
index 0000000000..6d5fd5e3d7
--- /dev/null
+++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Testcases/RequestExternalInput.json
@@ -0,0 +1,29 @@
+{
+ "description": "Human in the loop sample - RequestExternalInput.yaml.",
+ "setup": {
+ "input": {
+ "type": "String",
+ "value": "n/a"
+ },
+ "responses": [
+ {
+ "type": "String",
+ "value": "This is external input"
+ }
+ ]
+ },
+ "validation": {
+ "conversation_count": 1,
+ "min_action_count": 2,
+ "min_response_count": 0,
+ "min_message_count": 1,
+ "actions": {
+ "start": [
+ "get_input"
+ ],
+ "final": [
+ "show_input"
+ ]
+ }
+ }
+}
\ No newline at end of file
diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Workflows/CheckSystem.yaml b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Workflows/CheckSystem.yaml
index c3542fb057..c20236fd69 100644
--- a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Workflows/CheckSystem.yaml
+++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Workflows/CheckSystem.yaml
@@ -12,43 +12,43 @@ trigger:
- condition: =IsBlank(System.Conversation)
id: conversation_check
actions:
- - kind: EndDialog
+ - kind: EndWorkflow
id: conversation_bad
- condition: =IsBlank(System.Conversation.Id)
id: conversation_id_check1
actions:
- - kind: EndDialog
+ - kind: EndWorkflow
id: conversation_id_bad1
- condition: =IsBlank(System.ConversationId)
id: conversation_id_check2
actions:
- - kind: EndDialog
+ - kind: EndWorkflow
id: conversation_id_bad2
- condition: =IsBlank(System.LastMessage)
id: message_check
actions:
- - kind: EndDialog
+ - kind: EndWorkflow
id: message_bad
- condition: =IsBlank(System.LastMessage.Id)
id: message_id_check1
actions:
- - kind: EndDialog
+ - kind: EndWorkflow
id: message_id_bad1
- condition: =IsBlank(System.LastMessageId)
id: message_id_check2
actions:
- - kind: EndDialog
+ - kind: EndWorkflow
id: message_id_bad2
- condition: =IsBlank(System.LastMessageText)
id: message_text_check
actions:
- - kind: EndDialog
+ - kind: EndWorkflow
id: message_text_bad
elseActions:
diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Workflows/FunctionTool.yaml b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Workflows/FunctionTool.yaml
index 8cb65db8d6..3694845ee5 100644
--- a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Workflows/FunctionTool.yaml
+++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Workflows/FunctionTool.yaml
@@ -9,13 +9,13 @@ trigger:
id: invoke_greet
conversationId: =System.ConversationId
agent:
- name: =Env.FOUNDRY_AGENT_TOOL
+ name: MenuAgent
- kind: InvokeAzureAgent
id: invoke_menu
conversationId: =System.ConversationId
agent:
- name: =Env.FOUNDRY_AGENT_TOOL
+ name: MenuAgent
input:
messages: =UserMessage("What's on today's menu?")
@@ -23,6 +23,6 @@ trigger:
id: invoke_item
conversationId: =System.ConversationId
agent:
- name: =Env.FOUNDRY_AGENT_TOOL
+ name: MenuAgent
input:
messages: =UserMessage("How much is the clam chowder?")
diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Workflows/InvokeAgent.yaml b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Workflows/InvokeAgent.yaml
index 159637402f..371a821bc4 100644
--- a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Workflows/InvokeAgent.yaml
+++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Workflows/InvokeAgent.yaml
@@ -8,27 +8,25 @@ trigger:
- kind: InvokeAzureAgent
id: invoke_inner1
agent:
- name: =Env.FOUNDRY_AGENT_TEST
+ name: TestAgent
input:
messages: =UserMessage("Can an LLM think of funny jokes?")
- output:
- autoSend: false
- kind: InvokeAzureAgent
id: invoke_inner2
agent:
- name: =Env.FOUNDRY_AGENT_TEST
+ name: TestAgent
input:
messages: =UserMessage("Do you know the joke about the chicken crossing the road? Tell me an improved version of that joke.")
+ output:
+ autoSend: true
- kind: InvokeAzureAgent
id: invoke_external
conversationId: =System.ConversationId
agent:
- name: =Env.FOUNDRY_AGENT_TEST
+ name: TestAgent
input:
- additionalInstructions: |-
- Rate the originality of this well known joke that is being re-told on a scale of 1 to 10.
- Take note on where improvements or changes were made.
+ messages: =UserMessage("Rate the originality of this well known joke that is being re-told on a scale of 1 to 10. Take note on where improvements or changes were made.")
output:
messages: Local.RatingResponse
diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Workflows/MediaInput.yaml b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Workflows/MediaInput.yaml
index c2a428f6d4..fce766988d 100644
--- a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Workflows/MediaInput.yaml
+++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Workflows/MediaInput.yaml
@@ -9,7 +9,7 @@ trigger:
id: invoke_vision
conversationId: =System.ConversationId
agent:
- name: =Env.FOUNDRY_AGENT_TEST
+ name: TestAgent
input:
additionalInstructions: |-
Describe the image contained in the user request, if any;
diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Workflows/RequestExternalInput.yaml b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Workflows/RequestExternalInput.yaml
new file mode 100644
index 0000000000..1070316c4f
--- /dev/null
+++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Workflows/RequestExternalInput.yaml
@@ -0,0 +1,14 @@
+kind: Workflow
+trigger:
+
+ kind: OnConversationStart
+ id: workflow_test
+ actions:
+
+ - kind: RequestExternalInput
+ id: get_input
+ variable: Local.MyInput
+
+ - kind: SendMessage
+ id: show_input
+ message: "You provided: {Local.MyInput}"
diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Workflows/SendActivity.yaml b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Workflows/SendActivity.yaml
index 18384df2da..60bac51982 100644
--- a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Workflows/SendActivity.yaml
+++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Workflows/SendActivity.yaml
@@ -15,7 +15,7 @@ trigger:
- kind: SetVariable
id: set_user_name
variable: Global.UserName
- value: =Env.USERNAME
+ value: TestAgent
# Respond with input
- kind: SendActivity
diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/CodeGen/DeclarativeEjectionTest.cs b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/CodeGen/DeclarativeEjectionTest.cs
index 8350a81524..6f87f77fb4 100644
--- a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/CodeGen/DeclarativeEjectionTest.cs
+++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/CodeGen/DeclarativeEjectionTest.cs
@@ -15,6 +15,7 @@ public sealed class DeclarativeEjectionTest(ITestOutputHelper output) : Workflow
{
[Theory]
[InlineData("AddConversationMessage.yaml")]
+ [InlineData("CancelWorkflow.yaml")]
[InlineData("ClearAllVariables.yaml")]
[InlineData("CopyConversationMessages.yaml")]
[InlineData("Condition.yaml")]
@@ -23,7 +24,7 @@ public sealed class DeclarativeEjectionTest(ITestOutputHelper output) : Workflow
[InlineData("EditTable.yaml")]
[InlineData("EditTableV2.yaml")]
[InlineData("EndConversation.yaml")]
- [InlineData("EndDialog.yaml")]
+ [InlineData("EndWorkflow.yaml")]
[InlineData("Goto.yaml")]
[InlineData("InvokeAgent.yaml")]
[InlineData("LoopBreak.yaml")]
diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/CodeGen/InvokeAzureAgentTemplateTest.cs b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/CodeGen/InvokeAzureAgentTemplateTest.cs
index e1727e5666..a22fcd9920 100644
--- a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/CodeGen/InvokeAzureAgentTemplateTest.cs
+++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/CodeGen/InvokeAzureAgentTemplateTest.cs
@@ -44,18 +44,6 @@ public class InvokeAzureAgentTemplateTest(ITestOutputHelper output) : WorkflowAc
BoolExpression.Expression("1 < 2"));
}
- [Fact]
- public void AdditionalInstructions()
- {
- // Act, Assert
- this.ExecuteTest(
- nameof(VariableConversation),
- StringExpression.Literal("asst_123abc"),
- StringExpression.Variable(PropertyPath.TopicVariable("TestConversation")),
- "MyMessages",
- additionalInstructions: "Test instructions...");
- }
-
[Fact]
public void InputMessagesVariable()
{
@@ -86,7 +74,6 @@ public class InvokeAzureAgentTemplateTest(ITestOutputHelper output) : WorkflowAc
StringExpression.Builder conversation,
string? messagesVariable = null,
BoolExpression.Builder? autoSend = null,
- string? additionalInstructions = null,
ValueExpression.Builder? messages = null)
{
// Arrange
@@ -97,7 +84,6 @@ public class InvokeAzureAgentTemplateTest(ITestOutputHelper output) : WorkflowAc
conversation,
messagesVariable,
autoSend,
- additionalInstructions is null ? null : (TemplateLine.Builder)TemplateLine.Parse(additionalInstructions),
messages);
// Act
@@ -117,7 +103,6 @@ public class InvokeAzureAgentTemplateTest(ITestOutputHelper output) : WorkflowAc
StringExpression.Builder conversation,
string? messagesVariable = null,
BoolExpression.Builder? autoSend = null,
- TemplateLine.Builder? additionalInstructions = null,
ValueExpression.Builder? messages = null)
{
InitializablePropertyPath? outputMessages = null;
@@ -141,7 +126,6 @@ public class InvokeAzureAgentTemplateTest(ITestOutputHelper output) : WorkflowAc
new AzureAgentInput.Builder
{
Messages = messages,
- AdditionalInstructions = additionalInstructions,
},
Output =
new AzureAgentOutput.Builder
diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/DeclarativeWorkflowTest.cs b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/DeclarativeWorkflowTest.cs
index 6f2282902f..4b1d54635b 100644
--- a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/DeclarativeWorkflowTest.cs
+++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/DeclarativeWorkflowTest.cs
@@ -145,8 +145,9 @@ public sealed class DeclarativeWorkflowTest(ITestOutputHelper output) : Workflow
}
[Theory]
+ [InlineData("CancelWorkflow.yaml", 1, "end_all")]
[InlineData("EndConversation.yaml", 1, "end_all")]
- [InlineData("EndDialog.yaml", 1, "end_all")]
+ [InlineData("EndWorkflow.yaml", 1, "end_all")]
[InlineData("EditTable.yaml", 2, "edit_var")]
[InlineData("EditTableV2.yaml", 2, "edit_var")]
[InlineData("ParseValue.yaml", 2, "parse_var")]
@@ -170,8 +171,6 @@ public sealed class DeclarativeWorkflowTest(ITestOutputHelper output) : Workflow
[InlineData(typeof(AdaptiveCardPrompt.Builder))]
[InlineData(typeof(BeginDialog.Builder))]
[InlineData(typeof(CSATQuestion.Builder))]
- [InlineData(typeof(CancelAllDialogs.Builder))]
- [InlineData(typeof(CancelDialog.Builder))]
[InlineData(typeof(CreateSearchQuery.Builder))]
[InlineData(typeof(DeleteActivity.Builder))]
[InlineData(typeof(DisableTrigger.Builder))]
@@ -231,7 +230,7 @@ public sealed class DeclarativeWorkflowTest(ITestOutputHelper output) : Workflow
[InlineData("Condition.yaml", "setVariable_test")]
[InlineData("ConditionElse.yaml", "setVariable_test")]
[InlineData("EndConversation.yaml", "end_all")]
- [InlineData("EndDialog.yaml", "end_all")]
+ [InlineData("EndWorkflow.yaml", "end_all")]
[InlineData("EditTable.yaml", "edit_var")]
[InlineData("EditTableV2.yaml", "edit_var")]
[InlineData("Goto.yaml", "goto_end")]
diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Events/AgentFunctionToolRequestTest.cs b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Events/AgentFunctionToolRequestTest.cs
deleted file mode 100644
index 64639251aa..0000000000
--- a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Events/AgentFunctionToolRequestTest.cs
+++ /dev/null
@@ -1,48 +0,0 @@
-// Copyright (c) Microsoft. All rights reserved.
-
-using System.Collections.Generic;
-using Microsoft.Agents.AI.Workflows.Declarative.Events;
-using Microsoft.Extensions.AI;
-using Xunit.Abstractions;
-
-namespace Microsoft.Agents.AI.Workflows.Declarative.UnitTests.Events;
-
-///
-/// Verify class
-///
-public sealed class AgentFunctionToolRequestTest(ITestOutputHelper output) : EventTest(output)
-{
- [Fact]
- public void VerifySerializationEmpty()
- {
- // Arrange & Act
- AgentFunctionToolRequest copy = VerifyEventSerialization(new AgentFunctionToolRequest("testagent", []));
-
- // Assert
- Assert.Equal("testagent", copy.AgentName);
- Assert.Empty(copy.FunctionCalls);
- }
-
- [Fact]
- public void VerifySerializationWithRequests()
- {
- // Arrange & Act
- AgentFunctionToolRequest copy =
- VerifyEventSerialization(
- new AgentFunctionToolRequest(
- "agent",
- [
- new FunctionCallContent("call1", "result1"),
- new FunctionCallContent("call2", "result2", new Dictionary() { { "name", "Clam Chowder" } }),
- ]));
-
- // Assert
- Assert.Equal("agent", copy.AgentName);
- Assert.Equal(2, copy.FunctionCalls.Count);
- Assert.IsType(copy.FunctionCalls[0]);
- Assert.Null(copy.FunctionCalls[0].Arguments);
- Assert.IsType(copy.FunctionCalls[1]);
- Assert.NotNull(copy.FunctionCalls[1].Arguments);
- Assert.NotEmpty(copy.FunctionCalls[1].Arguments!);
- }
-}
diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Events/AgentFunctionToolResponseTest.cs b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Events/AgentFunctionToolResponseTest.cs
deleted file mode 100644
index 9467d67117..0000000000
--- a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Events/AgentFunctionToolResponseTest.cs
+++ /dev/null
@@ -1,46 +0,0 @@
-// Copyright (c) Microsoft. All rights reserved.
-
-using Microsoft.Agents.AI.Workflows.Declarative.Events;
-using Microsoft.Extensions.AI;
-using Xunit.Abstractions;
-
-namespace Microsoft.Agents.AI.Workflows.Declarative.UnitTests.Events;
-
-///
-/// Verify class
-///
-public sealed class AgentFunctionToolResponseTest(ITestOutputHelper output) : EventTest(output)
-{
- [Fact]
- public void VerifySerializationEmpty()
- {
- // Arrange & Act
- AgentFunctionToolResponse copy = VerifyEventSerialization(new AgentFunctionToolResponse("testagent", []));
-
- // Assert
- Assert.Equal("testagent", copy.AgentName);
- Assert.Empty(copy.FunctionResults);
- }
-
- [Fact]
- public void VerifySerializationWithResults()
- {
- // Arrange & Act
- AgentFunctionToolResponse copy =
- VerifyEventSerialization(
- new AgentFunctionToolResponse(
- "agent",
- [
- new FunctionResultContent("call1", "result1"),
- new FunctionResultContent("call2", "result2"),
- ]));
-
- // Assert
- Assert.Equal("agent", copy.AgentName);
- Assert.Equal(2, copy.FunctionResults.Count);
- Assert.IsType(copy.FunctionResults[0]);
- Assert.Equal("call1", copy.FunctionResults[0].CallId);
- Assert.IsType(copy.FunctionResults[1]);
- Assert.Equal("call2", copy.FunctionResults[1].CallId);
- }
-}
diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Events/EventTest.cs b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Events/EventTest.cs
index 7dc1c895d3..a4965ebc61 100644
--- a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Events/EventTest.cs
+++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Events/EventTest.cs
@@ -1,5 +1,6 @@
// Copyright (c) Microsoft. All rights reserved.
+using System.Linq;
using System.Text.Json;
using Microsoft.Extensions.AI;
using Xunit.Abstractions;
@@ -19,4 +20,17 @@ public abstract class EventTest(ITestOutputHelper output) : WorkflowTest(output)
Assert.NotNull(copy);
return copy;
}
+
+ protected static void AssertMessage(ChatMessage source, ChatMessage copy)
+ {
+ Assert.Equal(source.Role, copy.Role);
+ Assert.Equal(source.Text, copy.Text);
+ Assert.Equal(source.Contents.Count, copy.Contents.Count);
+ }
+
+ protected static TContent AssertContent(ChatMessage message) where TContent : AIContent
+ {
+ TContent[] contents = message.Contents.OfType().ToArray();
+ return Assert.Single(contents);
+ }
}
diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Events/ExternalInputRequestTest.cs b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Events/ExternalInputRequestTest.cs
new file mode 100644
index 0000000000..49d06337fe
--- /dev/null
+++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Events/ExternalInputRequestTest.cs
@@ -0,0 +1,62 @@
+// Copyright (c) Microsoft. All rights reserved.
+
+using Microsoft.Agents.AI.Workflows.Declarative.Events;
+using Microsoft.Extensions.AI;
+using Xunit.Abstractions;
+
+namespace Microsoft.Agents.AI.Workflows.Declarative.UnitTests.Events;
+
+///
+/// Verify class
+///
+public sealed class ExternalInputRequestTest(ITestOutputHelper output) : EventTest(output)
+{
+ [Fact]
+ public void VerifySerializationWithText()
+ {
+ // Arrange
+ ExternalInputRequest source = new(new AgentRunResponse(new ChatMessage(ChatRole.User, "Wassup?")));
+
+ // Act
+ ExternalInputRequest copy = VerifyEventSerialization(source);
+
+ // Assert
+ ChatMessage messageCopy = Assert.Single(source.AgentResponse.Messages);
+ AssertMessage(messageCopy, copy.AgentResponse.Messages[0]);
+ }
+
+ [Fact]
+ public void VerifySerializationWithRequests()
+ {
+ // Arrange
+ ExternalInputRequest source =
+ new(new AgentRunResponse(
+ new ChatMessage(
+ ChatRole.Assistant,
+ [
+ new McpServerToolApprovalRequestContent("call1", new McpServerToolCallContent("call1", "testmcp", "server-name")),
+ new FunctionApprovalRequestContent("call2", new FunctionCallContent("call2", "result1")),
+ new FunctionCallContent("call3", "myfunc"),
+ new TextContent("Heya"),
+ ])));
+
+ // Act
+ ExternalInputRequest copy = VerifyEventSerialization(source);
+
+ // Assert
+ ChatMessage messageCopy = Assert.Single(source.AgentResponse.Messages);
+ Assert.Equal(messageCopy.Contents.Count, copy.AgentResponse.Messages[0].Contents.Count);
+
+ McpServerToolApprovalRequestContent mcpRequest = AssertContent(messageCopy);
+ Assert.Equal("call1", mcpRequest.Id);
+
+ FunctionApprovalRequestContent functionRequest = AssertContent(messageCopy);
+ Assert.Equal("call2", functionRequest.Id);
+
+ FunctionCallContent functionCall = AssertContent(messageCopy);
+ Assert.Equal("call3", functionCall.CallId);
+
+ TextContent textContent = AssertContent(messageCopy);
+ Assert.Equal("Heya", textContent.Text);
+ }
+}
diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Events/ExternalInputResponseTest.cs b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Events/ExternalInputResponseTest.cs
new file mode 100644
index 0000000000..b1fb358727
--- /dev/null
+++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Events/ExternalInputResponseTest.cs
@@ -0,0 +1,61 @@
+// Copyright (c) Microsoft. All rights reserved.
+
+using Microsoft.Agents.AI.Workflows.Declarative.Events;
+using Microsoft.Extensions.AI;
+using Xunit.Abstractions;
+
+namespace Microsoft.Agents.AI.Workflows.Declarative.UnitTests.Events;
+
+///
+/// Verify class
+///
+public sealed class ExternalInputResponseTest(ITestOutputHelper output) : EventTest(output)
+{
+ [Fact]
+ public void VerifySerializationEmpty()
+ {
+ // Arrange
+ ExternalInputResponse source = new(new ChatMessage(ChatRole.User, "Wassup?"));
+
+ // Act
+ ExternalInputResponse copy = VerifyEventSerialization(source);
+
+ // Assert
+ ChatMessage messageCopy = Assert.Single(source.Messages);
+ AssertMessage(messageCopy, copy.Messages[0]);
+ }
+
+ [Fact]
+ public void VerifySerializationWithResponses()
+ {
+ // Arrange
+ ExternalInputResponse source =
+ new(new ChatMessage(
+ ChatRole.Assistant,
+ [
+ new McpServerToolApprovalRequestContent("call1", new McpServerToolCallContent("call1", "testmcp", "server-name")).CreateResponse(approved: true),
+ new FunctionApprovalRequestContent("call2", new FunctionCallContent("call2", "result1")).CreateResponse(approved: true),
+ new FunctionResultContent("call3", 33),
+ new TextContent("Heya"),
+ ]));
+
+ // Act
+ ExternalInputResponse copy = VerifyEventSerialization(source);
+
+ // Assert
+ ChatMessage responseMessage = Assert.Single(source.Messages);
+ Assert.Equal(responseMessage.Contents.Count, copy.Messages[0].Contents.Count);
+
+ McpServerToolApprovalResponseContent mcpApproval = AssertContent(responseMessage);
+ Assert.Equal("call1", mcpApproval.Id);
+
+ FunctionApprovalResponseContent functionApproval = AssertContent(responseMessage);
+ Assert.Equal("call2", functionApproval.Id);
+
+ FunctionResultContent functionResult = AssertContent(responseMessage);
+ Assert.Equal("call3", functionResult.CallId);
+
+ TextContent textContent = AssertContent(responseMessage);
+ Assert.Equal("Heya", textContent.Text);
+ }
+}
diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Events/UserInputRequestTest.cs b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Events/UserInputRequestTest.cs
deleted file mode 100644
index c190e93193..0000000000
--- a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Events/UserInputRequestTest.cs
+++ /dev/null
@@ -1,46 +0,0 @@
-// Copyright (c) Microsoft. All rights reserved.
-
-using Microsoft.Agents.AI.Workflows.Declarative.Events;
-using Microsoft.Extensions.AI;
-using Xunit.Abstractions;
-
-namespace Microsoft.Agents.AI.Workflows.Declarative.UnitTests.Events;
-
-///
-/// Verify class
-///
-public sealed class UserInputRequestTest(ITestOutputHelper output) : EventTest(output)
-{
- [Fact]
- public void VerifySerializationEmpty()
- {
- // Arrange & Act
- UserInputRequest copy = VerifyEventSerialization(new UserInputRequest("test agent", []));
-
- // Assert
- Assert.Equal("test agent", copy.AgentName);
- Assert.Empty(copy.InputRequests);
- }
-
- [Fact]
- public void VerifySerializationWithRequests()
- {
- // Arrange & Act
- UserInputRequest copy =
- VerifyEventSerialization(
- new UserInputRequest(
- "agent",
- [
- new McpServerToolApprovalRequestContent("call1", new McpServerToolCallContent("call1", "testmcp", "server-name")),
- new FunctionApprovalRequestContent("call2", new FunctionCallContent("call2", "result1")),
- ]));
-
- // Assert
- Assert.Equal("agent", copy.AgentName);
- Assert.Equal(2, copy.InputRequests.Count);
- McpServerToolApprovalRequestContent mcpRequest = Assert.IsType(copy.InputRequests[0]);
- Assert.Equal("call1", mcpRequest.Id);
- FunctionApprovalRequestContent functionRequest = Assert.IsType(copy.InputRequests[1]);
- Assert.Equal("call2", functionRequest.Id);
- }
-}
diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Events/UserInputResponseTest.cs b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Events/UserInputResponseTest.cs
deleted file mode 100644
index 2d36d01611..0000000000
--- a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Events/UserInputResponseTest.cs
+++ /dev/null
@@ -1,46 +0,0 @@
-// Copyright (c) Microsoft. All rights reserved.
-
-using Microsoft.Agents.AI.Workflows.Declarative.Events;
-using Microsoft.Extensions.AI;
-using Xunit.Abstractions;
-
-namespace Microsoft.Agents.AI.Workflows.Declarative.UnitTests.Events;
-
-///
-/// Verify class
-///
-public sealed class UserInputResponseTest(ITestOutputHelper output) : EventTest(output)
-{
- [Fact]
- public void VerifySerializationEmpty()
- {
- // Arrange & Act
- UserInputResponse copy = VerifyEventSerialization(new UserInputResponse("testagent", []));
-
- // Assert
- Assert.Equal("testagent", copy.AgentName);
- Assert.Empty(copy.InputResponses);
- }
-
- [Fact]
- public void VerifySerializationWithResponses()
- {
- // Arrange & Act
- UserInputResponse copy =
- VerifyEventSerialization(
- new UserInputResponse(
- "agent",
- [
- new McpServerToolApprovalRequestContent("call1", new McpServerToolCallContent("call1", "testmcp", "server-name")).CreateResponse(approved: true),
- new FunctionApprovalRequestContent("call2", new FunctionCallContent("call2", "result1")).CreateResponse(approved: true),
- ]));
-
- // Assert
- Assert.Equal("agent", copy.AgentName);
- Assert.Equal(2, copy.InputResponses.Count);
- McpServerToolApprovalResponseContent mcpResponse = Assert.IsType(copy.InputResponses[0]);
- Assert.Equal("call1", mcpResponse.Id);
- FunctionApprovalResponseContent functionResponse = Assert.IsType(copy.InputResponses[1]);
- Assert.Equal("call2", functionResponse.Id);
- }
-}
diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Events/UserMessageRequestTest.cs b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Events/UserMessageRequestTest.cs
deleted file mode 100644
index db6ab351ce..0000000000
--- a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Events/UserMessageRequestTest.cs
+++ /dev/null
@@ -1,22 +0,0 @@
-// Copyright (c) Microsoft. All rights reserved.
-
-using Microsoft.Agents.AI.Workflows.Declarative.Events;
-using Xunit.Abstractions;
-
-namespace Microsoft.Agents.AI.Workflows.Declarative.UnitTests.Events;
-
-///
-/// Verify class
-///
-public sealed class UserMessageRequestTest(ITestOutputHelper output) : EventTest(output)
-{
- [Fact]
- public void VerifySerialization()
- {
- // Arrange & Act
- AnswerRequest copy = VerifyEventSerialization(new AnswerRequest("wassup"));
-
- // Assert
- Assert.Equal("wassup", copy.Prompt);
- }
-}
diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Events/UserMessageResponseTest.cs b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Events/UserMessageResponseTest.cs
deleted file mode 100644
index efeef6052d..0000000000
--- a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Events/UserMessageResponseTest.cs
+++ /dev/null
@@ -1,33 +0,0 @@
-// Copyright (c) Microsoft. All rights reserved.
-
-using Microsoft.Agents.AI.Workflows.Declarative.Events;
-using Microsoft.Extensions.AI;
-using Xunit.Abstractions;
-
-namespace Microsoft.Agents.AI.Workflows.Declarative.UnitTests.Events;
-
-///
-/// Verify class
-///
-public sealed class UserMessageResponseTest(ITestOutputHelper output) : EventTest(output)
-{
- [Fact]
- public void VerifySerializationText()
- {
- // Arrange & Act
- AnswerResponse copy = VerifyEventSerialization(new AnswerResponse("test response"));
-
- // Assert
- Assert.Equal("test response", copy.Value.Text);
- }
-
- [Fact]
- public void VerifySerializationMessage()
- {
- // Arrange & Act
- AnswerResponse copy = VerifyEventSerialization(new AnswerResponse(new ChatMessage(ChatRole.User, "test response")));
-
- // Assert
- Assert.Equal("test response", copy.Value.Text);
- }
-}
diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Extensions/JsonDocumentExtensionsTests.cs b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Extensions/JsonDocumentExtensionsTests.cs
index 8c27bf6c8c..bd86aa1958 100644
--- a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Extensions/JsonDocumentExtensionsTests.cs
+++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Extensions/JsonDocumentExtensionsTests.cs
@@ -58,6 +58,38 @@ public sealed class JsonDocumentExtensionsTests
Assert.Equal(expectedTimeSpan, result["time"]);
}
+ [Fact]
+ public void ParseRecord_Object_NoSchema_Succeeds()
+ {
+ // Arrange
+ JsonDocument document = JsonDocument.Parse(
+ """
+ {
+ "text": "hello",
+ "numberInt": 7,
+ "numberLong": 9223372036854775807,
+ "numberDecimal": 12.5,
+ "numberDouble": 3.99E99,
+ "flag": true,
+ "date": "2024-10-01T12:34:56Z",
+ "time": "12:34:56"
+ }
+ """);
+
+ // Act
+ Dictionary result = document.ParseRecord(VariableType.RecordType);
+
+ // Assert
+ Assert.Equal("hello", result["text"]);
+ Assert.Equal(7, result["numberInt"]);
+ Assert.Equal(9223372036854775807L, result["numberLong"]);
+ Assert.Equal(12.5m, result["numberDecimal"]);
+ Assert.Equal(3.99E99, result["numberDouble"]);
+ Assert.Equal(true, result["flag"]);
+ Assert.Equal("2024-10-01T12:34:56Z", result["date"]);
+ Assert.Equal("12:34:56", result["time"]);
+ }
+
[Fact]
public void ParseRecord_Object_NestedRecord_Succeeds()
{
diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Extensions/TemplateExtensionsTests.cs b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Extensions/TemplateExtensionsTests.cs
index 86591587c2..07421c9ecb 100644
--- a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Extensions/TemplateExtensionsTests.cs
+++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Extensions/TemplateExtensionsTests.cs
@@ -14,8 +14,8 @@ public sealed class TemplateExtensionsTests
{
// Arrange
RecalcEngine engine = new();
- IEnumerable template = new List
- {
+ IEnumerable template =
+ [
new TemplateLine.Builder
{
Segments =
@@ -24,7 +24,7 @@ public sealed class TemplateExtensionsTests
new TextSegment.Builder { Value = "World" }
}
}.Build()
- };
+ ];
// Act
string result = engine.Format(template);
@@ -38,8 +38,8 @@ public sealed class TemplateExtensionsTests
{
// Arrange
RecalcEngine engine = new();
- IEnumerable template = new List
- {
+ IEnumerable template =
+ [
new TemplateLine.Builder
{
Segments =
@@ -54,7 +54,7 @@ public sealed class TemplateExtensionsTests
new TextSegment.Builder { Value = "Line 2" }
}
}.Build()
- };
+ ];
// Act
string result = engine.Format(template);
diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/EndDialog.cs b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/CancelWorkflow.cs
similarity index 100%
rename from dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/EndDialog.cs
rename to dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/CancelWorkflow.cs
diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/CancelWorkflow.yaml b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/CancelWorkflow.yaml
new file mode 100644
index 0000000000..209e94f81b
--- /dev/null
+++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/CancelWorkflow.yaml
@@ -0,0 +1,13 @@
+kind: Workflow
+trigger:
+
+ kind: OnConversationStart
+ id: my_workflow
+ actions:
+
+ - kind: CancelWorkflow
+ id: end_all
+
+ - kind: SendActivity
+ id: send_activity_1
+ activity: NEVER 1!
diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/CaseInsensitive.yaml b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/CaseInsensitive.yaml
index b6b76c6957..afdbee877a 100644
--- a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/CaseInsensitive.yaml
+++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/CaseInsensitive.yaml
@@ -21,7 +21,7 @@ trigger:
- id: condition_match
condition: =Local.TestValue1 + Local.TestValue2 = 7
actions:
- - kind: EndDialog
+ - kind: EndWorkflow
id: end_when_match
- kind: SendActivity
diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/EndWorkflow.cs b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/EndWorkflow.cs
new file mode 100644
index 0000000000..d17ddeb3a6
--- /dev/null
+++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/EndWorkflow.cs
@@ -0,0 +1,94 @@
+// ------------------------------------------------------------------------------
+//
+// This code was generated by a tool.
+//
+// ------------------------------------------------------------------------------
+
+#nullable enable
+#pragma warning disable IDE0005 // Extra using directive is ok.
+
+using System;
+using System.Collections;
+using System.Collections.Generic;
+using System.Linq;
+using System.Threading;
+using System.Threading.Tasks;
+using Microsoft.Agents.AI;
+using Microsoft.Agents.AI.Workflows;
+using Microsoft.Agents.AI.Workflows.Declarative;
+using Microsoft.Agents.AI.Workflows.Declarative.Kit;
+using Microsoft.Extensions.AI;
+
+namespace Test.WorkflowProviders;
+
+///
+/// This class provides a factory method to create a instance.
+///
+///
+/// The workflow defined here was generated from a declarative workflow definition.
+/// Declarative workflows utilize Power FX for defining conditions and expressions.
+/// To learn more about Power FX, see:
+/// https://learn.microsoft.com/power-platform/power-fx/formula-reference-copilot-studio
+///
+public static class WorkflowProvider
+{
+ ///
+ /// The root executor for a declarative workflow.
+ ///
+ internal sealed class MyWorkflowRootExecutor(
+ DeclarativeWorkflowOptions options,
+ Func inputTransform) :
+ RootExecutor("my_workflow_Root", options, inputTransform)
+ where TInput : notnull
+ {
+ protected override async ValueTask ExecuteAsync(TInput message, IWorkflowContext context, CancellationToken cancellationToken)
+ {
+ }
+ }
+
+ ///
+ /// Formats a message template and sends an activity event.
+ ///
+ internal sealed class SendActivity1Executor(FormulaSession session) : ActionExecutor(id: "send_activity_1", session)
+ {
+ //
+ protected override async ValueTask ExecuteAsync(IWorkflowContext context, CancellationToken cancellationToken)
+ {
+ string activityText =
+ await context.FormatTemplateAsync(
+ """
+ NEVER 1!
+ """
+ );
+ AgentRunResponse response = new([new ChatMessage(ChatRole.Assistant, activityText)]);
+ await context.AddEventAsync(new AgentRunResponseEvent(this.Id, response)).ConfigureAwait(false);
+
+ return default;
+ }
+ }
+
+ public static Workflow CreateWorkflow(
+ DeclarativeWorkflowOptions options,
+ Func? inputTransform = null)
+ where TInput : notnull
+ {
+ // Create root executor to initialize the workflow.
+ inputTransform ??= (message) => DeclarativeWorkflowBuilder.DefaultTransform(message);
+ MyWorkflowRootExecutor myWorkflowRoot = new(options, inputTransform);
+ DelegateExecutor myWorkflow = new(id: "my_workflow", myWorkflowRoot.Session);
+ DelegateExecutor endAll = new(id: "end_all", myWorkflowRoot.Session);
+ DelegateExecutor endAllRestart = new(id: "end_all_Restart", myWorkflowRoot.Session);
+ SendActivity1Executor sendActivity1 = new(myWorkflowRoot.Session);
+
+ // Define the workflow builder
+ WorkflowBuilder builder = new(myWorkflowRoot);
+
+ // Connect executors
+ builder.AddEdge(myWorkflowRoot, myWorkflow);
+ builder.AddEdge(myWorkflow, endAll);
+ builder.AddEdge(endAllRestart, sendActivity1);
+
+ // Build the workflow
+ return builder.Build(validateOrphans: false);
+ }
+}
\ No newline at end of file
diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/EndDialog.yaml b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/EndWorkflow.yaml
similarity index 88%
rename from dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/EndDialog.yaml
rename to dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/EndWorkflow.yaml
index e883b609d8..3aa0937667 100644
--- a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/EndDialog.yaml
+++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/EndWorkflow.yaml
@@ -5,7 +5,7 @@ trigger:
id: my_workflow
actions:
- - kind: EndDialog
+ - kind: EndWorkflow
id: end_all
- kind: SendActivity
diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/InvokeAgent.cs b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/InvokeAgent.cs
index efb5b29719..08d324cbcd 100644
--- a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/InvokeAgent.cs
+++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/InvokeAgent.cs
@@ -68,7 +68,6 @@ public static class WorkflowProvider
string? conversationId = await context.ReadStateAsync(key: "ConversationId", scopeName: "System").ConfigureAwait(false);
bool autoSend = true;
- string? additionalInstructions = null;
IList? inputMessages = await context.EvaluateListAsync("[UserMessage(System.LastMessageText)]").ConfigureAwait(false);
AgentRunResponse agentResponse =
@@ -77,7 +76,6 @@ public static class WorkflowProvider
agentName,
conversationId,
autoSend,
- additionalInstructions,
inputMessages,
cancellationToken).ConfigureAwait(false);
diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.UnitTests/InProcessExecutionTests.cs b/dotnet/tests/Microsoft.Agents.AI.Workflows.UnitTests/InProcessExecutionTests.cs
index ac4f8a5d95..cffdb8c73c 100644
--- a/dotnet/tests/Microsoft.Agents.AI.Workflows.UnitTests/InProcessExecutionTests.cs
+++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.UnitTests/InProcessExecutionTests.cs
@@ -66,7 +66,7 @@ public class InProcessExecutionTests
messageSent.Should().BeTrue("TurnToken should be accepted");
// Collect events
- List events = new();
+ List events = [];
await foreach (WorkflowEvent evt in run.WatchStreamAsync())
{
events.Add(evt);
diff --git a/workflow-samples/HumanInLoop.yaml b/workflow-samples/ConfirmInput.yaml
similarity index 88%
rename from workflow-samples/HumanInLoop.yaml
rename to workflow-samples/ConfirmInput.yaml
index 11c63adb5e..9347a540da 100644
--- a/workflow-samples/HumanInLoop.yaml
+++ b/workflow-samples/ConfirmInput.yaml
@@ -1,8 +1,8 @@
#
-# This workflow demonstrates a single agent interaction based on user input.
+# This workflow demonstrates how to use the Question action
+# to request user input and confirm it matches the original input.
#
-# Any Foundry Agent may be used to provide the response.
-# See: ./setup/QuestionAgent.yaml
+# Note: This workflow doesn't make use of any agents.
#
kind: Workflow
trigger:
diff --git a/workflow-samples/DeepResearch.yaml b/workflow-samples/DeepResearch.yaml
index be84e92bfb..4e13b5b9f3 100644
--- a/workflow-samples/DeepResearch.yaml
+++ b/workflow-samples/DeepResearch.yaml
@@ -2,33 +2,18 @@
# This workflow coordinates multiple agents in order to address complex user requests
# according to the "Magentic" orchestration pattern introduced by AutoGen.
#
-# For this workflow, several agents used, each with a prompt specific to their role:
+# For this workflow, several agents used, each with specific roles.
#
-# 1. Analyst Agent: Able to analyze the current task.
-# Enable "Bing Grounding Tool" in the agent settings.
-# See: ./setup/AnalystAgent.yaml
-#
-# 2. Manager Agent: Able to create plans and delegate tasks to other agents.
-# See: ./setup/ManagerAgent.yaml
-#
-# 3. Research Agent:
-# Enable "Bing Grounding" in the agent settings.
-# See: ./setup/WebAgent.yaml
+# The following agents are responsible for overseeing and coordinating the workflow:
+# - Research Agent: Analyze the current task and correlate relevant facts.
+# - Planner Agent: Analyze the current task and devise an overall plan.
+# - Manager Agent: Evaluates status and delegate tasks to other agents.
+# - Summary Agent: Evaluates status and delegate tasks to other agents.
#
-# With instructions:
-#
-# Only provide requested information in a way that is throughfully organized and formatted.
-# Never include any analysis or code.
-# Never generate a file.
-# Avoid repeating yourself.
-#
-# 4. Coder Agent:
-# Enable "Code Interpreter" in the agent settings.
-# See: ./setup/CoderAgent.yaml
-#
-# 5. Weather Agent: Able to retrieve factual information from the web.
-# Enable "Open API" in the agent settings using the wttr.json schema.
-# See: ./setup/WeatherAgent.yaml
+# The following agents have capabilities that are utilized to address the input task:
+# - Knowledge Agent: Performs generic web searches.
+# - Coder Agent: Able to write and execute code.
+# - Weather Agent: Provides weather information.
#
kind: Workflow
trigger:
@@ -45,18 +30,15 @@ trigger:
=[
{
name: "WeatherAgent",
- description: "Able to retrieve weather information",
- agentid: Env.FOUNDRY_AGENT_RESEARCHWEATHER
+ description: "Able to retrieve weather information"
},
{
name: "CoderAgent",
- description: "Able to write and execute Python code",
- agentid: Env.FOUNDRY_AGENT_RESEARCHCODER
+ description: "Able to write and execute Python code"
},
{
- name: "WebAgent",
- description: "Able to perform generic websearches",
- agentid: Env.FOUNDRY_AGENT_RESEARCHWEB
+ name: "KnowledgeAgent",
+ description: "Able to perform generic websearches"
}
]
@@ -84,38 +66,22 @@ trigger:
- kind: CreateConversation
id: conversation_1a2b3c
- conversationId: Local.InternalConversationId
+ conversationId: Local.StatusConversationId
+
+ - kind: CreateConversation
+ id: conversation_1x2y3z
+ conversationId: Local.TaskConversationId
- kind: InvokeAzureAgent
id: question_UDoMUw
displayName: Get Facts
- conversationId: =Local.InternalConversationId
+ conversationId: =Local.StatusConversationId
agent:
- name: =Env.FOUNDRY_AGENT_RESEARCHANALYST
+ name: ResearchAgent
output:
- autoSend: false
messages: Local.TaskFacts
input:
messages: =UserMessage(Local.InputTask)
- additionalInstructions: |-
- In order to help begin addressing the user request, please answer the following pre-survey to the best of your ability.
- Keep in mind that you are Ken Jennings-level with trivia, and Mensa-level with puzzles, so there should be a deep well to draw from.
-
- Here is the pre-survey:
-
- 1. Please list any specific facts or figures that are GIVEN in the request itself. It is possible that there are none.
- 2. Please list any facts that may need to be looked up, and WHERE SPECIFICALLY they might be found. In some cases, authoritative sources are mentioned in the request itself.
- 3. Please list any facts that may need to be derived (e.g., via logical deduction, simulation, or computation)
- 4. Please list any facts that are recalled from memory, hunches, well-reasoned guesses, etc.
-
- When answering this survey, keep in mind that 'facts' will typically be specific names, dates, statistics, etc. Your answer must only use the headings:
-
- 1. GIVEN OR VERIFIED FACTS
- 2. FACTS TO LOOK UP
- 3. FACTS TO DERIVE
- 4. EDUCATED GUESSES
-
- DO NOT include any other headings or sections in your response. DO NOT list next steps or plans until asked to do so.
- kind: SendActivity
id: sendActivity_yFsbRz
@@ -124,52 +90,42 @@ trigger:
- kind: InvokeAzureAgent
id: question_DsBaJU
displayName: Create a Plan
- conversationId: =Local.InternalConversationId
+ conversationId: =Local.StatusConversationId
agent:
- name: =Env.FOUNDRY_AGENT_RESEARCHMANAGER
+ name: PlannerAgent
+ inputs:
+ arguments:
+ team: =Local.TeamDescription
output:
- autoSend: false
messages: Local.Plan
- input:
- messages: =UserMessage(Local.InputTask)
- additionalInstructions: |-
- Your only job is to devise an efficient plan that identifies (by name) how a team member may contribute to addressing the user request.
- Only select the following team which is listed as "- [Name]: [Description]"
-
- {Local.TeamDescription}
-
- The plan must be a bullet point list must be in the form "- [AgentName]: [Specific action or task for that agent to perform]"
-
- Remember, there is no requirement to involve the entire team -- only select team member's whose particular expertise is required for this task.
-
- - kind: SetVariable
+ - kind: SetTextVariable
id: setVariable_Kk2LDL
displayName: Define instructions
variable: Local.TaskInstructions
value: |-
- ="# TASK
+ # TASK
Address the following user request:
- " & Local.InputTask & "
+ {Local.InputTask}
# TEAM
Use the following team to answer this request:
- " & Local.TeamDescription & "
+ {Local.TeamDescription}
# FACTS
Consider this initial fact sheet:
- " & Trim(Last(Local.TaskFacts).Text) & "
+ {Trim(Last(Local.TaskFacts).Text)}
# PLAN
Here is the plan to follow as best as possible:
- " & Last(Local.Plan).Text
+ {Last(Local.Plan).Text}
- kind: SendActivity
id: sendActivity_bwNZiM
@@ -178,131 +134,41 @@ trigger:
- kind: InvokeAzureAgent
id: question_o3BQkf
displayName: Progress Ledger Prompt
- conversationId: =Local.InternalConversationId
+ conversationId: =Local.StatusConversationId
agent:
- name: =Env.FOUNDRY_AGENT_RESEARCHMANAGER
- output:
- autoSend: false
- messages: Local.ProgressLedgerUpdate
+ name: ManagerAgent
input:
messages: =UserMessage(Local.AgentResponseText)
- additionalInstructions: |-
- Recall we are working on the following request:
-
- {Local.InputTask}
-
- And we have assembled the following team:
-
- {Local.TeamDescription}
-
- To make progress on the request, please answer the following questions, including necessary reasoning:
-
- - Is the request fully satisfied? (True if complete, or False if the original request has yet to be SUCCESSFULLY and FULLY addressed)
- - Are we in a loop where we are repeating the same requests and / or getting the same responses from an agent multiple times? Loops can span multiple turns, and can include repeated actions like scrolling up or down more than a handful of times.
- - Are we making forward progress? (True if just starting, or recent messages are adding value. False if recent messages show evidence of being stuck in a loop or if there is evidence of significant barriers to success such as the inability to read from a required file)
- - Who should speak next? (select from: {Concat(Local.AvailableAgents, name, ",")})
- - What instruction or question would you give this team member? (Phrase as if speaking directly to them, and include any specific information they may need)
-
- Please output an answer in pure JSON format according to the following schema. The JSON object must be parsable as-is. DO NOT OUTPUT ANYTHING OTHER THAN JSON, AND DO NOT DEVIATE FROM THIS SCHEMA:
-
- {{
- "is_request_satisfied": {{
- "reason": string,
- "answer": boolean
- }},
- "is_in_loop": {{
- "reason": string,
- "answer": boolean
- }},
- "is_progress_being_made": {{
- "reason": string,
- "answer": boolean
- }},
- "next_speaker": {{
- "reason": string,
- "answer": string (select from: {Concat(Local.AvailableAgents, name, ",")})
- }},
- "instruction_or_question": {{
- "reason": string,
- "answer": string
- }}
- }}
-
- - kind: ParseValue
- id: parse_rNZtlV
- displayName: Parse ledger response
- variable: Local.TypedProgressLedger
- value: =Last(Local.ProgressLedgerUpdate).Text
- valueType:
- kind: Record
- properties:
- instruction_or_question:
- type:
- kind: Record
- properties:
- answer: String
- reason: String
-
- is_in_loop:
- type:
- kind: Record
- properties:
- answer: Boolean
- reason: String
-
- is_progress_being_made:
- type:
- kind: Record
- properties:
- answer: Boolean
- reason: String
-
- is_request_satisfied:
- type:
- kind: Record
- properties:
- answer: Boolean
- reason: String
-
- next_speaker:
- type:
- kind: Record
- properties:
- answer: String
- reason: String
+ output:
+ responseObject: Local.ProgressLedger
- kind: ConditionGroup
id: conditionGroup_mVIecC
conditions:
- id: conditionItem_fj432c
- condition: =Local.TypedProgressLedger.is_request_satisfied.answer
+ condition: =Local.ProgressLedger.is_request_satisfied.answer
displayName: If Done
actions:
- kind: SendActivity
id: sendActivity_kdl3mC
- activity: Completed! {Local.TypedProgressLedger.is_request_satisfied.reason}
+ activity: Completed! {Local.ProgressLedger.is_request_satisfied.reason}
- kind: InvokeAzureAgent
id: question_Ke3l1d
displayName: Generate Response
- conversationId: =System.ConversationId
+ conversationId: =Local.TaskConversationId
agent:
- name: =Env.FOUNDRY_AGENT_RESEARCHMANAGER
+ name: SummaryAgent
output:
+ autoSend: true
messages: Local.FinalResponse
- input:
- messages: =Local.SeedTask
- additionalInstructions: |-
- We have completed the task.
- Based only on the conversation and without adding any new information, synthesize the result of the conversation as a complete response to the user task.
- The user will only every see this last response and not the entire conversation, so please ensure it is complete and self-contained.
- kind: EndConversation
id: end_SVoNSV
- id: conditionItem_yiqund
- condition: =Local.TypedProgressLedger.is_in_loop.answer || Not(Local.TypedProgressLedger.is_progress_being_made.answer)
+ condition: =Local.ProgressLedger.is_in_loop.answer || Not(Local.ProgressLedger.is_progress_being_made.answer)
displayName: If Stalling
actions:
@@ -312,26 +178,25 @@ trigger:
variable: Local.StallCount
value: =Local.StallCount + 1
-
- kind: ConditionGroup
id: conditionGroup_vBTQd3
conditions:
- id: conditionItem_fpaNL9
- condition: =Local.TypedProgressLedger.is_in_loop.answer
+ condition: =Local.ProgressLedger.is_in_loop.answer
displayName: Is Loop
actions:
- kind: SendActivity
id: sendActivity_fpaNL9
- activity: {Local.TypedProgressLedger.is_in_loop.reason}
+ activity: {Local.ProgressLedger.is_in_loop.reason}
- id: conditionItem_NnqvXh
- condition: =Not(Local.TypedProgressLedger.is_progress_being_made.answer)
+ condition: =Not(Local.ProgressLedger.is_progress_being_made.answer)
displayName: Is No Progress
actions:
- kind: SendActivity
id: sendActivity_NnqvXh
- activity: {Local.TypedProgressLedger.is_progress_being_made.reason}
+ activity: {Local.ProgressLedger.is_progress_being_made.reason}
- kind: ConditionGroup
@@ -366,28 +231,23 @@ trigger:
- kind: InvokeAzureAgent
id: question_wFJ123
displayName: Get New Facts Prompt
- conversationId: =Local.InternalConversationId
+ conversationId: =Local.StatusConversationId
agent:
- name: =Env.FOUNDRY_AGENT_RESEARCHANALYST
+ name: ResearchAgent
output:
- autoSend: false
messages: Local.TaskFacts
input:
messages: |-
=UserMessage(
- "As a reminder, we are working to solve the following task:
+ "It's clear we aren't making as much progress as we would like, but we may have learned something new.
+ Please rewrite the following fact sheet, updating it to include anything new we have learned that may be helpful.
+ Example edits can include (but are not limited to) adding new guesses, moving educated guesses to verified facts if appropriate, etc.
+ Updates may be made to any section of the fact sheet, and more than one section of the fact sheet can be edited.
+ This is an especially good time to update educated guesses, so please at least add or update one educated guess or hunch, and explain your reasoning.
- " & Local.InputTask)
- additionalInstructions: |-
- It's clear we aren't making as much progress as we would like, but we may have learned something new.
- Please rewrite the following fact sheet, updating it to include anything new we have learned that may be helpful.
- Example edits can include (but are not limited to) adding new guesses, moving educated guesses to verified facts if appropriate, etc.
- Updates may be made to any section of the fact sheet, and more than one section of the fact sheet can be edited.
- This is an especially good time to update educated guesses, so please at least add or update one educated guess or hunch, and explain your reasoning.
+ Here is the old fact sheet:
- Here is the old fact sheet:
-
- {Local.TaskFacts}
+ {Local.TaskFacts}"
- kind: SendActivity
id: sendActivity_dsBaJU
@@ -396,48 +256,48 @@ trigger:
- kind: InvokeAzureAgent
id: question_uEJ456
displayName: Create new Plan Prompt
- conversationId: =Local.InternalConversationId
+ conversationId: =Local.StatusConversationId
agent:
- name: =Env.FOUNDRY_AGENT_RESEARCHMANAGER
+ name: PlannerAgent
output:
- autoSend: false
messages: Local.Plan
input:
- additionalInstructions: |-
- Please briefly explain what went wrong on this last run (the root cause of the failure),
- and then come up with a new plan that takes steps and/or includes hints to overcome prior challenges and especially avoids repeating the same mistakes.
- As before, the new plan should be concise, be expressed in bullet-point form, and consider the following team composition
- (do not involve any other outside people since we cannot contact anyone else):
+ messages: |-
+ =UserMessage(
+ "Please briefly explain what went wrong on this last run (the root cause of the failure),
+ and then come up with a new plan that takes steps and/or includes hints to overcome prior challenges and especially avoids repeating the same mistakes.
+ As before, the new plan should be concise, be expressed in bullet-point form, and consider the following team composition
+ (do not involve any other outside people since we cannot contact anyone else):
- {Local.TeamDescription}
+ {Local.TeamDescription}")
- - kind: SetVariable
+ - kind: SetTextVariable
id: setVariable_jW7tmM
displayName: Set Plan as Context
variable: Local.TaskInstructions
value: |-
- ="# TASK
+ # TASK
Address the following user request:
- " & Local.InputTask & "
+ {Local.InputTask}
# TEAM
Use the following team to answer this request:
- " & Local.TeamDescription & "
+ {Local.TeamDescription}
# FACTS
Consider this initial fact sheet:
- " & Local.TaskFacts.Text & "
+ {Local.TaskFacts.Text}
# PLAN
Here is the plan to follow as best as possible:
-
- " & Local.Plan.Text
+
+ {Local.Plan.Text}
- kind: SetVariable
id: setVariable_6J2snP
@@ -459,19 +319,14 @@ trigger:
- kind: SendActivity
id: sendActivity_L7ooQO
activity: |-
- ({Local.TypedProgressLedger.next_speaker.reason})
+ ({Local.ProgressLedger.next_speaker.reason})
- {Local.TypedProgressLedger.next_speaker.answer} - {Local.TypedProgressLedger.instruction_or_question.answer}
-
- - kind: SetVariable
- id: setVariable_L7ooQO
- variable: Local.StallCount
- value: 0
+ {Local.ProgressLedger.next_speaker.answer} - {Local.ProgressLedger.instruction_or_question.answer}
- kind: SetVariable
id: setVariable_nxN1mE
variable: Local.NextSpeaker
- value: =Search(Local.AvailableAgents, Local.TypedProgressLedger.next_speaker.answer, name)
+ value: =Search(Local.AvailableAgents, Local.ProgressLedger.next_speaker.answer, name)
- kind: ConditionGroup
id: conditionGroup_QFPiF5
@@ -480,19 +335,23 @@ trigger:
condition: =CountRows(Local.NextSpeaker) = 1
displayName: If next Agent tool Exists
actions:
+
+ - kind: SetVariable
+ id: setVariable_L7ooQO
+ variable: Local.StallCount
+ value: 0
- kind: InvokeAzureAgent
id: question_orsBf06
displayName: Progress Ledger Prompt
- conversationId: =System.ConversationId
+ conversationId: =Local.TaskConversationId
agent:
- name: =First(Local.NextSpeaker).agentid
+ name: =First(Local.NextSpeaker).name
output:
+ autoSend: true
messages: Local.AgentResponse
input:
- messages: =Local.SeedTask
- additionalInstructions: |-
- {Local.TypedProgressLedger.instruction_or_question.answer}
+ messages: =UserMessage(Local.ProgressLedger.instruction_or_question.answer)
- kind: SetVariable
id: setVariable_XzNrdM
diff --git a/workflow-samples/Marketing.yaml b/workflow-samples/Marketing.yaml
index 2bdd9f3c4a..9fcafa717d 100644
--- a/workflow-samples/Marketing.yaml
+++ b/workflow-samples/Marketing.yaml
@@ -4,9 +4,6 @@
# Example input:
# An eco-friendly stainless steel water bottle that keeps drinks cold for 24 hours.
#
-# Any Foundry Agent may be used to provide the response.
-# See: ./setup/QuestionAgent.yaml
-#
kind: Workflow
trigger:
@@ -18,31 +15,16 @@ trigger:
id: invoke_analyst
conversationId: =System.ConversationId
agent:
- name: =Env.FOUNDRY_AGENT_ANSWER
- input:
- additionalInstructions: |-
- You are a marketing analyst. Given a product description, identify:
- - Key features
- - Target audience
- - Unique selling points
+ name: AnalystAgent
- kind: InvokeAzureAgent
id: invoke_writer
conversationId: =System.ConversationId
agent:
- name: =Env.FOUNDRY_AGENT_ANSWER
- input:
- additionalInstructions: |-
- You are a marketing copywriter. Given a block of text describing features, audience, and USPs,
- compose a compelling marketing copy (like a newsletter section) that highlights these points.
- Output should be short (around 150 words), output just the copy as a single text block.
+ name: WriterAgent
- kind: InvokeAzureAgent
id: invoke_editor
conversationId: =System.ConversationId
agent:
- name: =Env.FOUNDRY_AGENT_ANSWER
- input:
- additionalInstructions: |-
- You are an editor. Given the draft copy, correct grammar, improve clarity, ensure consistent tone,
- give format and make it polished. Output the final improved copy as a single text block.
\ No newline at end of file
+ name: EditorAgent
diff --git a/workflow-samples/MathChat.yaml b/workflow-samples/MathChat.yaml
index b3673e9baa..855d968546 100644
--- a/workflow-samples/MathChat.yaml
+++ b/workflow-samples/MathChat.yaml
@@ -2,27 +2,8 @@
# This workflow demonstrates conversation between two agents: a student and a teacher.
# The student attempts to solve the input problem and the teacher provides guidance.
#
-# For this workflow, two agents are used, each with a prompt specific to their role.
-#
-# Student:
-# See: ./setup/StudentAgent.yaml
-#
-# With instructions:
-#
-# Your job is help a math teacher practice teaching by making intentional mistakes.
-# You Attempt to solve the given math problem, but with intentional mistakes so the teacher can help.
-# Always incorporate the teacher's advice to fix your next response.
-# You have the math-skills of a 6th grader.
-
-# Teacher:
-# See: ./setup/TeacherAgent.yaml
-#
-# With instructions:
-#
-# Review and coach the student's approach to solving the given math problem.
-# Don't repeat the solution or try and solve it.
-# If the student has demonstrated comprehension and responded to all of your feedback,
-# give the student your congratulations by using the word "congratulations".
+# Example input:
+# How would you compute the value of PI?
#
kind: Workflow
trigger:
@@ -35,13 +16,13 @@ trigger:
id: question_student
conversationId: =System.ConversationId
agent:
- name: =Env.FOUNDRY_AGENT_STUDENT
+ name: StudentAgent
- kind: InvokeAzureAgent
id: question_teacher
conversationId: =System.ConversationId
agent:
- name: =Env.FOUNDRY_AGENT_TEACHER
+ name: TeacherAgent
output:
messages: Local.TeacherResponse
diff --git a/workflow-samples/README.md b/workflow-samples/README.md
index c5937760c2..539ce1a253 100644
--- a/workflow-samples/README.md
+++ b/workflow-samples/README.md
@@ -1,28 +1,17 @@
# Declarative Workflows
-This folder contains sample workflow definitions than be ran using the
-[Declarative Workflow](../dotnet/samples/GettingStarted/Workflows/Declarative/ExecuteWorkflow) demo.
+A _Declarative Workflow_ is defined as a single YAML file and
+may be executed locally no different from any regular `Workflow` that is defined by code.
-Each workflow is defined in a single YAML file and contains
-comments with additional information specific to that workflow.
-
-A _Declarative Workflow_ may be executed locally no different from any `Workflow` defined by code.
-The difference is that the workflow definition is loaded from a YAML file instead of being defined in code.
+The difference is that the workflow definition is loaded from a YAML file instead of being defined in code:
```c#
-Workflow workflow = DeclarativeWorkflowBuilder.Build("HelloWorld.yaml", options);
+Workflow workflow = DeclarativeWorkflowBuilder.Build("HelloWorld.yaml", options);
```
-Workflows may also be hosted in your _Azure Foundry Project_.
+These example workflows may be executed by the workflow
+[Samples](../dotnet/samples/GettingStarted/Workflows/Declarative)
+that are present in this repository.
-> _Python_ support in the works!
-
-#### Agents
-
-The sample workflows rely on agents defined in your Azure Foundry Project.
-
-To create agents, run the [`Create.ps1`](./setup) script.
-This will create the agents used in the sample workflows in your Azure Foundry Project and format a script you can copy and use to configure your environment.
-
-> Note: `Create.ps1` relies upon the `FOUNDRY_PROJECT_ENDPOINT`, `FOUNDRY_MODEL_DEPLOYMENT_NAME`, and `FOUNDRY_CONNECTION_GROUNDING_TOOL` settings.
-See [README.md](../dotnet/samples/GettingStarted/Workflows/Declarative/README.md) from the demo for configuration details.
+> See the [README.md](../dotnet/samples/GettingStarted/Workflows/Declarative/README.md)
+ associated with the samples for configuration details.
diff --git a/workflow-samples/setup/.gitignore b/workflow-samples/setup/.gitignore
deleted file mode 100644
index ce1409abe9..0000000000
--- a/workflow-samples/setup/.gitignore
+++ /dev/null
@@ -1,405 +0,0 @@
-## Ignore Visual Studio temporary files, build results, and
-## files generated by popular Visual Studio add-ons.
-##
-## Get latest from https://github.com/github/gitignore/blob/main/VisualStudio.gitignore
-
-# User-specific files
-*.rsuser
-*.suo
-*.user
-*.userosscache
-*.sln.docstates
-
-# User-specific files (MonoDevelop/Xamarin Studio)
-*.userprefs
-
-# Mono auto generated files
-mono_crash.*
-
-# Build results
-[Dd]ebug/
-[Dd]ebugPublic/
-[Rr]elease/
-[Rr]eleases/
-x64/
-x86/
-[Ww][Ii][Nn]32/
-[Aa][Rr][Mm]/
-[Aa][Rr][Mm]64/
-[Aa][Rr][Mm]64[Ee][Cc]/
-bld/
-[Bb]in/
-[Oo]bj/
-[Ll]og/
-[Ll]ogs/
-
-# Visual Studio 2015/2017 cache/options directory
-.vs/
-# Uncomment if you have tasks that create the project's static files in wwwroot
-#wwwroot/
-
-# Visual Studio 2017 auto generated files
-Generated\ Files/
-
-# MSTest test Results
-[Tt]est[Rr]esult*/
-[Bb]uild[Ll]og.*
-
-# NUnit
-*.VisualState.xml
-TestResult.xml
-nunit-*.xml
-
-# Build Results of an ATL Project
-[Dd]ebugPS/
-[Rr]eleasePS/
-dlldata.c
-
-# Benchmark Results
-BenchmarkDotNet.Artifacts/
-
-# .NET Core
-project.lock.json
-project.fragment.lock.json
-artifacts/
-
-# ASP.NET Scaffolding
-ScaffoldingReadMe.txt
-
-# StyleCop
-StyleCopReport.xml
-
-# Files built by Visual Studio
-*_i.c
-*_p.c
-*_h.h
-*.ilk
-*.meta
-*.obj
-*.iobj
-*.pch
-*.pdb
-*.ipdb
-*.pgc
-*.pgd
-*.rsp
-# but not Directory.Build.rsp, as it configures directory-level build defaults
-!Directory.Build.rsp
-*.sbr
-*.tlb
-*.tli
-*.tlh
-*.tmp
-*.tmp_proj
-*_wpftmp.csproj
-*.log
-*.tlog
-*.vspscc
-*.vssscc
-.builds
-*.pidb
-*.svclog
-*.scc
-
-# Chutzpah Test files
-_Chutzpah*
-
-# Visual C++ cache files
-ipch/
-*.aps
-*.ncb
-*.opendb
-*.opensdf
-*.sdf
-*.cachefile
-*.VC.db
-*.VC.VC.opendb
-
-# Visual Studio profiler
-*.psess
-*.vsp
-*.vspx
-*.sap
-
-# Visual Studio Trace Files
-*.e2e
-
-# TFS 2012 Local Workspace
-$tf/
-
-# Guidance Automation Toolkit
-*.gpState
-
-# ReSharper is a .NET coding add-in
-_ReSharper*/
-*.[Rr]e[Ss]harper
-*.DotSettings.user
-
-# TeamCity is a build add-in
-_TeamCity*
-
-# DotCover is a Code Coverage Tool
-*.dotCover
-
-# AxoCover is a Code Coverage Tool
-.axoCover/*
-!.axoCover/settings.json
-
-# Coverlet is a free, cross platform Code Coverage Tool
-coverage*.json
-coverage*.xml
-coverage*.info
-
-# Visual Studio code coverage results
-*.coverage
-*.coveragexml
-
-# NCrunch
-_NCrunch_*
-.NCrunch_*
-.*crunch*.local.xml
-nCrunchTemp_*
-
-# MightyMoose
-*.mm.*
-AutoTest.Net/
-
-# Web workbench (sass)
-.sass-cache/
-
-# Installshield output folder
-[Ee]xpress/
-
-# DocProject is a documentation generator add-in
-DocProject/buildhelp/
-DocProject/Help/*.HxT
-DocProject/Help/*.HxC
-DocProject/Help/*.hhc
-DocProject/Help/*.hhk
-DocProject/Help/*.hhp
-DocProject/Help/Html2
-DocProject/Help/html
-
-# Click-Once directory
-publish/
-
-# Publish Web Output
-*.[Pp]ublish.xml
-*.azurePubxml
-# Note: Comment the next line if you want to checkin your web deploy settings,
-# but database connection strings (with potential passwords) will be unencrypted
-*.pubxml
-*.publishproj
-
-# Microsoft Azure Web App publish settings. Comment the next line if you want to
-# checkin your Azure Web App publish settings, but sensitive information contained
-# in these scripts will be unencrypted
-PublishScripts/
-
-# NuGet Packages
-*.nupkg
-# NuGet Symbol Packages
-*.snupkg
-# The packages folder can be ignored because of Package Restore
-**/[Pp]ackages/*
-# except build/, which is used as an MSBuild target.
-!**/[Pp]ackages/build/
-# Uncomment if necessary however generally it will be regenerated when needed
-#!**/[Pp]ackages/repositories.config
-# NuGet v3's project.json files produces more ignorable files
-*.nuget.props
-*.nuget.targets
-
-# Microsoft Azure Build Output
-csx/
-*.build.csdef
-
-# Microsoft Azure Emulator
-ecf/
-rcf/
-
-# Windows Store app package directories and files
-AppPackages/
-BundleArtifacts/
-Package.StoreAssociation.xml
-_pkginfo.txt
-*.appx
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-
-# Visual Studio cache files
-# files ending in .cache can be ignored
-*.[Cc]ache
-# but keep track of directories ending in .cache
-!?*.[Cc]ache/
-
-# Others
-ClientBin/
-~$*
-*~
-*.dbmdl
-*.dbproj.schemaview
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-
-# Including strong name files can present a security risk
-# (https://github.com/github/gitignore/pull/2483#issue-259490424)
-#*.snk
-
-# Since there are multiple workflows, uncomment next line to ignore bower_components
-# (https://github.com/github/gitignore/pull/1529#issuecomment-104372622)
-#bower_components/
-
-# RIA/Silverlight projects
-Generated_Code/
-
-# Backup & report files from converting an old project file
-# to a newer Visual Studio version. Backup files are not needed,
-# because we have git ;-)
-_UpgradeReport_Files/
-Backup*/
-UpgradeLog*.XML
-UpgradeLog*.htm
-ServiceFabricBackup/
-*.rptproj.bak
-
-# SQL Server files
-*.mdf
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-*.ndf
-
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-*.rptproj.rsuser
-*- [Bb]ackup.rdl
-*- [Bb]ackup ([0-9]).rdl
-*- [Bb]ackup ([0-9][0-9]).rdl
-
-# Microsoft Fakes
-FakesAssemblies/
-
-# GhostDoc plugin setting file
-*.GhostDoc.xml
-
-# Node.js Tools for Visual Studio
-.ntvs_analysis.dat
-node_modules/
-
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-*.plg
-
-# Visual Studio 6 workspace options file
-*.opt
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-
-# Paket dependency manager
-.paket/paket.exe
-paket-files/
-
-# FAKE - F# Make
-.fake/
-
-# CodeRush personal settings
-.cr/personal
-
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-__pycache__/
-*.pyc
-
-# Cake - Uncomment if you are using it
-# tools/**
-# !tools/packages.config
-
-# Tabs Studio
-*.tss
-
-# Telerik's JustMock configuration file
-*.jmconfig
-
-# BizTalk build output
-*.btp.cs
-*.btm.cs
-*.odx.cs
-*.xsd.cs
-
-# OpenCover UI analysis results
-OpenCover/
-
-# Azure Stream Analytics local run output
-ASALocalRun/
-
-# MSBuild Binary and Structured Log
-*.binlog
-
-# AWS SAM Build and Temporary Artifacts folder
-.aws-sam
-
-# NVidia Nsight GPU debugger configuration file
-*.nvuser
-
-# MFractors (Xamarin productivity tool) working folder
-.mfractor/
-
-# Local History for Visual Studio
-.localhistory/
-
-# Visual Studio History (VSHistory) files
-.vshistory/
-
-# BeatPulse healthcheck temp database
-healthchecksdb
-
-# Backup folder for Package Reference Convert tool in Visual Studio 2017
-MigrationBackup/
-
-# Ionide (cross platform F# VS Code tools) working folder
-.ionide/
-
-# Fody - auto-generated XML schema
-FodyWeavers.xsd
-
-# VS Code files for those working on multiple tools
-.vscode/*
-!.vscode/settings.json
-!.vscode/tasks.json
-!.vscode/launch.json
-!.vscode/extensions.json
-*.code-workspace
-
-# Local History for Visual Studio Code
-.history/
-
-# Windows Installer files from build outputs
-*.cab
-*.msi
-*.msix
-*.msm
-*.msp
-
-# JetBrains Rider
-*.sln.iml
\ No newline at end of file
diff --git a/workflow-samples/setup/AnalystAgent.yaml b/workflow-samples/setup/AnalystAgent.yaml
deleted file mode 100644
index dbe6ba4b7a..0000000000
--- a/workflow-samples/setup/AnalystAgent.yaml
+++ /dev/null
@@ -1,10 +0,0 @@
-type: foundry_agent
-name: ResearchAnalyst
-description: Demo agent for DeepResearch workflow
-model:
- id: ${FOUNDRY_MODEL_DEPLOYMENT_NAME}
-tools:
- - type: bing_grounding
- options:
- tool_connections:
- - ${FOUNDRY_CONNECTION_GROUNDING_TOOL}
\ No newline at end of file
diff --git a/workflow-samples/setup/CoderAgent.yaml b/workflow-samples/setup/CoderAgent.yaml
deleted file mode 100644
index 4d6e06b34c..0000000000
--- a/workflow-samples/setup/CoderAgent.yaml
+++ /dev/null
@@ -1,7 +0,0 @@
-type: foundry_agent
-name: ResearchCoder
-description: Demo agent for DeepResearch workflow
-model:
- id: ${FOUNDRY_MODEL_DEPLOYMENT_NAME}
-tools:
- - type: code_interpreter
diff --git a/workflow-samples/setup/Create.ps1 b/workflow-samples/setup/Create.ps1
deleted file mode 100644
index 17c7f27fd0..0000000000
--- a/workflow-samples/setup/Create.ps1
+++ /dev/null
@@ -1,3 +0,0 @@
-pushd ./CreateAgents
-dotnet run
-popd
\ No newline at end of file
diff --git a/workflow-samples/setup/CreateAgents/CreateAgents.csproj b/workflow-samples/setup/CreateAgents/CreateAgents.csproj
deleted file mode 100644
index 4b00b2279f..0000000000
--- a/workflow-samples/setup/CreateAgents/CreateAgents.csproj
+++ /dev/null
@@ -1,20 +0,0 @@
-
-
-
- Exe
- net9.0
- enable
- enable
- 5ee045b0-aea3-4f08-8d31-32d1a6f8fed0
- SKEXP0110
-
-
-
-
-
-
-
-
-
-
-
diff --git a/workflow-samples/setup/CreateAgents/CreateAgents.slnx b/workflow-samples/setup/CreateAgents/CreateAgents.slnx
deleted file mode 100644
index 7ff049246b..0000000000
--- a/workflow-samples/setup/CreateAgents/CreateAgents.slnx
+++ /dev/null
@@ -1,15 +0,0 @@
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
diff --git a/workflow-samples/setup/CreateAgents/Program.cs b/workflow-samples/setup/CreateAgents/Program.cs
deleted file mode 100644
index ebd9243c50..0000000000
--- a/workflow-samples/setup/CreateAgents/Program.cs
+++ /dev/null
@@ -1,68 +0,0 @@
-using Azure.AI.Agents.Persistent;
-using Azure.AI.Projects;
-using Azure.Identity;
-using Microsoft.Extensions.Configuration;
-using Microsoft.Extensions.DependencyInjection;
-using Microsoft.SemanticKernel;
-using Microsoft.SemanticKernel.Agents;
-using Microsoft.SemanticKernel.Agents.AzureAI;
-using System.Reflection;
-using System.Text;
-
-// Define FOUNDRY_PROJECT_ENDPOINT as a user-secret or environment variable that
-// points to your Foundry project endpoint.
-
-IConfigurationRoot config =
- new ConfigurationBuilder()
- .AddUserSecrets(Assembly.GetExecutingAssembly())
- .AddEnvironmentVariables()
- .Build();
-
-string projectEndpoint = config["FOUNDRY_PROJECT_ENDPOINT"] ?? throw new InvalidOperationException("Undefined configuration: FOUNDRY_PROJECT_ENDPOINT");
-Console.WriteLine($"{Environment.NewLine}Foundry: {projectEndpoint}");
-
-StringBuilder scriptBuilder = new();
-StringBuilder secretBuilder = new();
-string[] files = args.Length > 0 ? args : Directory.GetFiles(@"..\", "*.yaml");
-foreach (string file in files)
-{
- string agentText = await File.ReadAllTextAsync(file);
-
- PersistentAgentsClient clientAgents = new(projectEndpoint, new AzureCliCredential());
-
- AIProjectClient clientProject = new(new Uri(projectEndpoint), new AzureCliCredential());
-
- IKernelBuilder kernelBuilder = Kernel.CreateBuilder();
- kernelBuilder.Services.AddSingleton(clientAgents);
- kernelBuilder.Services.AddSingleton(clientProject);
- Kernel kernel = kernelBuilder.Build();
-
- AzureAIAgentFactory factory = new();
- Agent? agent = await factory.CreateAgentFromYamlAsync(agentText, new AgentCreationOptions() { Kernel = kernel }, config);
- if (agent is null)
- {
- Console.WriteLine("Unexpected failure creating agent...");
- continue;
- }
-
- Console.WriteLine();
- Console.WriteLine(Path.GetFileName(file));
- Console.WriteLine($" Id: {agent?.Id ?? "???"}");
- Console.WriteLine($" Name: {agent?.Name ?? agent?.Id}");
- Console.WriteLine($" Note: {agent?.Description}");
-
- scriptBuilder.AppendLine($"$env:FOUNDRY_AGENT_{agent?.Name?.ToUpperInvariant()} = '{agent?.Id}'");
- secretBuilder.AppendLine($"dotnet user-secrets set FOUNDRY_AGENT_{agent?.Name?.ToUpperInvariant()} {agent?.Id}");
-}
-
-Console.WriteLine();
-Console.WriteLine();
-Console.WriteLine("To set these environment variables in your shell, run:");
-Console.WriteLine();
-Console.WriteLine(scriptBuilder);
-Console.WriteLine();
-Console.WriteLine();
-Console.WriteLine("To define user secrets, run:");
-Console.WriteLine();
-Console.WriteLine(secretBuilder);
-Console.WriteLine();
diff --git a/workflow-samples/setup/CreateAgents/nuget.config b/workflow-samples/setup/CreateAgents/nuget.config
deleted file mode 100644
index d4475cea1b..0000000000
--- a/workflow-samples/setup/CreateAgents/nuget.config
+++ /dev/null
@@ -1,12 +0,0 @@
-
-
-
-
-
-
-
-
-
-
-
-
diff --git a/workflow-samples/setup/ManagerAgent.yaml b/workflow-samples/setup/ManagerAgent.yaml
deleted file mode 100644
index 9402c4b922..0000000000
--- a/workflow-samples/setup/ManagerAgent.yaml
+++ /dev/null
@@ -1,5 +0,0 @@
-type: foundry_agent
-name: ResearchManager
-description: Demo agent for DeepResearch workflow
-model:
- id: ${FOUNDRY_MODEL_DEPLOYMENT_NAME}
diff --git a/workflow-samples/setup/QuestionAgent.yaml b/workflow-samples/setup/QuestionAgent.yaml
deleted file mode 100644
index 767a656138..0000000000
--- a/workflow-samples/setup/QuestionAgent.yaml
+++ /dev/null
@@ -1,10 +0,0 @@
-type: foundry_agent
-name: Answer
-description: Demo agent for Question workflow
-model:
- id: ${FOUNDRY_MODEL_DEPLOYMENT_NAME}
-tools:
- - type: bing_grounding
- options:
- tool_connections:
- - ${FOUNDRY_CONNECTION_GROUNDING_TOOL}
\ No newline at end of file
diff --git a/workflow-samples/setup/README.md b/workflow-samples/setup/README.md
deleted file mode 100644
index 2a43e776bb..0000000000
--- a/workflow-samples/setup/README.md
+++ /dev/null
@@ -1,14 +0,0 @@
-# Agent Definitions
-
-The sample workflows rely on agents defined in your Azure Foundry Project.
-
-These agent definitions are based on _Semantic Kernel_'s _Declarative Agent_ feature:
-
-- [Semantic Kernel Agents](https://github.com/microsoft/semantic-kernel/tree/main/dotnet/src/Agents)
-- [Declarative Agent Extensions](https://github.com/microsoft/semantic-kernel/tree/main/dotnet/src/Agents/Yaml)
-- [Sample](https://github.com/microsoft/semantic-kernel/blob/main/dotnet/samples/GettingStartedWithAgents/AzureAIAgent/Step08_AzureAIAgent_Declarative.cs)
-
-To create agents, run the [`Create.ps1`](./Create.ps1) script.
-This will create the agents for the sample workflows in your Azure Foundry Project and format a script you can copy and use to configure your environment.
-
-> Note: `Create.ps1` relies upon the `FOUNDRY_PROJECT_ENDPOINT` setting. See [README.md](../../dotnet/samples/GettingStarted/Workflows/Declarative/README.md) from the demo for configuration details.
diff --git a/workflow-samples/setup/StudentAgent.yaml b/workflow-samples/setup/StudentAgent.yaml
deleted file mode 100644
index 990befba79..0000000000
--- a/workflow-samples/setup/StudentAgent.yaml
+++ /dev/null
@@ -1,10 +0,0 @@
-type: foundry_agent
-name: Student
-description: Student agent for MathChat workflow
-instructions: |-
- Your job is help a math teacher practice teaching by making intentional mistakes.
- You Attempt to solve the given math problem, but with intentional mistakes so the teacher can help.
- Always incorporate the teacher's advice to fix your next response.
- You have the math-skills of a 6th grader.
-model:
- id: ${FOUNDRY_MODEL_DEPLOYMENT_NAME}
diff --git a/workflow-samples/setup/TeacherAgent.yaml b/workflow-samples/setup/TeacherAgent.yaml
deleted file mode 100644
index d120c9cf3c..0000000000
--- a/workflow-samples/setup/TeacherAgent.yaml
+++ /dev/null
@@ -1,10 +0,0 @@
-type: foundry_agent
-name: Teacher
-description: Teacher agent for MathChat workflow
-instructions: |-
- Review and coach the student's approach to solving the given math problem.
- Don't repeat the solution or try and solve it.
- If the student has demonstrated comprehension and responded to all of your feedback,
- give the student your congraluations by using the word "congratulations".
-model:
- id: ${FOUNDRY_MODEL_DEPLOYMENT_NAME}
diff --git a/workflow-samples/setup/WeatherAgent.yaml b/workflow-samples/setup/WeatherAgent.yaml
deleted file mode 100644
index ac6b413163..0000000000
--- a/workflow-samples/setup/WeatherAgent.yaml
+++ /dev/null
@@ -1,62 +0,0 @@
-type: foundry_agent
-name: ResearchWeather
-description: Demo agent for DeepResearch workflow
-model:
- id: ${FOUNDRY_MODEL_DEPLOYMENT_NAME}
-tools:
- - type: openapi
- id: GetCurrentWeather
- description: Retrieves current weather data for a location based on wttr.in.
- options:
- specification: |
- {
- "openapi": "3.1.0",
- "info": {
- "title": "Get weather data",
- "description": "Retrieves current weather data for a location based on wttr.in.",
- "version": "v1.0.0"
- },
- "servers": [
- {
- "url": "https://wttr.in"
- }
- ],
- "paths": {
- "/{location}": {
- "get": {
- "description": "Get weather information for a specific location",
- "operationId": "GetCurrentWeather",
- "parameters": [
- {
- "name": "location",
- "in": "path",
- "description": "City or location to retrieve the weather for",
- "required": true,
- "schema": {
- "type": "string"
- }
- }
- ],
- "responses": {
- "200": {
- "description": "Successful response",
- "content": {
- "text/plain": {
- "schema": {
- "type": "string"
- }
- }
- }
- },
- "404": {
- "description": "Location not found"
- }
- },
- "deprecated": false
- }
- }
- },
- "components": {
- "schemas": {}
- }
- }
diff --git a/workflow-samples/setup/WebAgent.yaml b/workflow-samples/setup/WebAgent.yaml
deleted file mode 100644
index 283fd3c26c..0000000000
--- a/workflow-samples/setup/WebAgent.yaml
+++ /dev/null
@@ -1,15 +0,0 @@
-type: foundry_agent
-name: ResearchWeb
-description: Demo agent for DeepResearch workflow
-instructions: |-
- Only provide requested information in a way that is throughfully organized and formatted.
- Never include any analysis or code.
- Never generate a file.
- Avoid repeating yourself.
-model:
- id: ${FOUNDRY_MODEL_DEPLOYMENT_NAME}
-tools:
- - type: bing_grounding
- options:
- tool_connections:
- - ${FOUNDRY_CONNECTION_GROUNDING_TOOL}
\ No newline at end of file