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This commit is contained in:
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// Copyright (c) Microsoft. All rights reserved.
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// This sample demonstrates how to use a HarnessAgent for interactive research tasks.
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// The HarnessAgent comes pre-configured with TodoProvider, AgentModeProvider, FileMemoryProvider,
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// ToolApproval, WebSearch, and OpenTelemetry — so this sample only needs custom instructions
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// and a WebBrowsingTool.
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// The agent plans research tasks, creates a todo list, gets user approval,
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// and then executes each step — all within an interactive conversation loop.
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//
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// Special commands:
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// /todos — Display the current todo list without invoking the agent.
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// /mode — Get or set the current agent mode.
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// /exit — End the session.
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#pragma warning disable OPENAI001 // Suppress experimental API warnings for Responses API usage.
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#pragma warning disable MAAI001 // Suppress experimental API warnings for Agents AI experiments.
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using System.ClientModel.Primitives;
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using Azure.AI.Projects;
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using Azure.Identity;
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using Harness.Shared.Console;
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using Harness.Shared.Console.OpenAI;
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using Harness.Shared.Console.ToolFormatters;
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using Microsoft.Agents.AI;
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using Microsoft.Extensions.AI;
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using SampleApp;
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var endpoint = Environment.GetEnvironmentVariable("FOUNDRY_PROJECT_ENDPOINT") ?? throw new InvalidOperationException("FOUNDRY_PROJECT_ENDPOINT is not set.");
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var deploymentName = Environment.GetEnvironmentVariable("FOUNDRY_MODEL") ?? "gpt-5.4";
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const int MaxContextWindowTokens = 1_050_000;
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const int MaxOutputTokens = 128_000;
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const string TracingSourceName = "Harness.Research";
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// Set up OpenTelemetry tracing that writes spans to a text file.
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// This captures all agent activity (tool calls, model invocations, compaction, etc.)
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// as well as HTTP requests made by the underlying HttpClient transport.
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using var tracerProvider = HarnessTracing.CreateFileTracerProvider(TracingSourceName);
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// Create a HarnessAgent with the Harness providers (TodoProvider and AgentModeProvider)
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// and research-focused instructions including the mandatory planning workflow.
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var instructions =
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"""
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## Research Assistant Instructions
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You are a research assistant. When given a research topic, research it thoroughly using web search and web browsing.
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Use your knowledge to form good search queries and hypotheses, but always verify claims with the tools available to you rather than relying on memory alone.
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### Research quality
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Consult multiple sources when possible and cross-reference key claims.
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When sources disagree, note the discrepancy and explain which source you consider more reliable and why.
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If a web page fails to load or a search returns irrelevant results, try alternative search queries or sources before moving on.
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Track your sources — you will need them when presenting results.
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### Presenting results
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When presenting your final findings:
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- Use Markdown formatting for clarity.
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- Use clear sections with headings for each major topic or sub-question.
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- Cite your sources inline (e.g., "According to [source name](URL), ...").
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- End with a brief summary of key takeaways.
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- In addition to returning the results to the user, save the final research report to file memory so it survives compaction and can be referenced later.
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""";
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// Create the agent using AsHarnessAgent, which pre-configures function invocation,
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// per-service-call chat history persistence, in-loop compaction, TodoProvider, AgentModeProvider,
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// FileMemoryProvider, ToolApproval, WebSearch, AgentSkillsProvider, and OpenTelemetry.
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// Only custom instructions, a WebBrowsingTool, and FileAccess opt-out are needed.
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AIAgent agent =
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// Create an OpenAIClient that communicates with the Foundry responses service.
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new AIProjectClient(
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new Uri(endpoint),
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// WARNING: DefaultAzureCredential is convenient for development but requires careful consideration in production.
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// In production, consider using a specific credential (e.g., ManagedIdentityCredential) to avoid
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// latency issues, unintended credential probing, and potential security risks from fallback mechanisms.
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new DefaultAzureCredential(),
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new AIProjectClientOptions { RetryPolicy = new ClientRetryPolicy(3) }) // Enable retries to improve resiliency.
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.GetProjectOpenAIClient()
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.GetResponsesClient()
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.AsIChatClient(deploymentName)
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.AsHarnessAgent(new HarnessAgentOptions
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{
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MaxContextWindowTokens = MaxContextWindowTokens,
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MaxOutputTokens = MaxOutputTokens,
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Name = "ResearchAgent",
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Description = "A research assistant that plans and executes research tasks.",
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DisableFileAccess = true, // If enabled, this would allow the agent to read/write files in a working directory
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OpenTelemetrySourceName = TracingSourceName, // Use our custom source name so spans are captured by the TracerProvider above.
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FileMemoryStore = new FileSystemAgentFileStore( // Configure the file memory provider to store files in a local folder called "agent-files".
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Path.Combine(AppContext.BaseDirectory, "agent-files")),
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// The built in ModeProvider has two default modes: "plan" and "execute".
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// Adding a loop evaluator so that in "execute" mode, the harness keeps re-invoking itself until every todo item is complete.
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LoopEvaluators =
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[
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new TodoCompletionLoopEvaluator(new TodoCompletionLoopEvaluatorOptions { Modes = ["execute"] }),
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],
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LoopAgentOptions = new LoopAgentOptions { MaxIterations = 10 }, // Safety cap on the number of autonomous passes per turn.
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ChatOptions = new ChatOptions
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{
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Instructions = instructions,
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Tools =
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[
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new WebBrowsingTool( // Add a local web browsing tool that converts html to markdown.
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new WebBrowsingToolOptions { AllowPublicNetworks = true }),
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],
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MaxOutputTokens = MaxOutputTokens, // Set a high token limit for long research tasks with many tool calls and long outputs.
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Reasoning = new() { Effort = ReasoningEffort.Medium },
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},
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});
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// Run the interactive console session using the shared HarnessConsole helper.
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await HarnessConsole.RunAgentAsync(
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agent,
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userPrompt: "Enter a research topic to get started.",
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new HarnessConsoleOptions
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{
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Observers = [
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new OpenAIResponsesWebSearchDisplayObserver(),
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new OpenAIResponsesErrorObserver(),
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.. HarnessConsoleOptions.BuildObserversWithPlanning(
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agent,
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planModeName: "plan",
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executionModeName: "execute",
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maxContextWindowTokens: MaxContextWindowTokens,
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maxOutputTokens: MaxOutputTokens,
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toolFormatters: [new DownloadUriToolFormatter(), .. ToolCallFormatter.BuildDefaultToolFormatters()])],
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CommandHandlers = HarnessConsoleOptions.BuildDefaultCommandHandlers(agent),
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});
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