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.NET: Adding default providers and tools to HarnessAgent (#5896)
* Adding default providers and tools to HarnessAgent * Address PR comments * Add further comments to clarify certain setings. * Apply suggestion from @SergeyMenshykh Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com> --------- Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
This commit is contained in:
@@ -1,6 +1,9 @@
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// Copyright (c) Microsoft. All rights reserved.
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using System;
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using System.Collections.Generic;
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using System.Diagnostics.CodeAnalysis;
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using System.IO;
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using Microsoft.Agents.AI.Compaction;
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using Microsoft.Extensions.AI;
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using Microsoft.Shared.DiagnosticIds;
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@@ -10,7 +13,8 @@ namespace Microsoft.Agents.AI;
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/// <summary>
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/// A pre-configured <see cref="DelegatingAIAgent"/> that wraps a <see cref="ChatClientAgent"/> with
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/// function invocation, per-service-call chat history persistence, and in-loop compaction.
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/// function invocation, per-service-call chat history persistence, in-loop compaction, and a rich set
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/// of default context providers and agent decorators.
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/// </summary>
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/// <remarks>
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/// <para>
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@@ -23,6 +27,27 @@ namespace Microsoft.Agents.AI;
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/// </list>
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/// </para>
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/// <para>
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/// By default, the following context providers are included (each can be disabled via <see cref="HarnessAgentOptions"/>):
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/// <list type="bullet">
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/// <item><description><see cref="TodoProvider"/> — todo list management.</description></item>
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/// <item><description><see cref="AgentModeProvider"/> — agent mode tracking (plan/execute).</description></item>
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/// <item><description><see cref="FileMemoryProvider"/> — file-based session memory.</description></item>
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/// <item><description><see cref="FileAccessProvider"/> — shared file access.</description></item>
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/// <item><description><see cref="AgentSkillsProvider"/> — skill discovery and loading.</description></item>
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/// </list>
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/// </para>
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/// <para>
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/// The agent is also wrapped with the following decorators by default (each can be disabled):
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/// <list type="bullet">
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/// <item><description><see cref="ToolApprovalAgent"/> — "don't ask again" tool approval rules.</description></item>
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/// <item><description><see cref="OpenTelemetryAgent"/> — OpenTelemetry instrumentation.</description></item>
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/// </list>
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/// </para>
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/// <para>
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/// A <see cref="HostedWebSearchTool"/> is added to the chat options by default (can be disabled via
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/// <see cref="HarnessAgentOptions.DisableWebSearch"/>).
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/// </para>
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/// <para>
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/// The underlying <see cref="ChatClientAgent"/> is configured with
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/// <see cref="ChatClientAgentOptions.UseProvidedChatClientAsIs"/> and
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/// <see cref="ChatClientAgentOptions.RequirePerServiceCallChatHistoryPersistence"/> set to <see langword="true"/>
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@@ -48,7 +73,9 @@ public sealed class HarnessAgent : DelegatingAIAgent
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- Think through the task before acting. Break complex work into clear steps.
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- Use the tools available to you to gather information, perform actions, and verify results.
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- Explain your reasoning between tool calls so the user can follow your progress.
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- Explain your reasoning and thought process as you work through tasks.
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- Explain what you learned and what you are going to do next between tool calls, so the user can follow along with your thought process.
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- Avoid making more than 4 tool calls in a row without explaining what you are doing.
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- If a tool call fails or returns unexpected results, adapt your approach rather than repeating the same call.
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- When you have completed the task, present a clear and concise summary of what you did and what you found.
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""";
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@@ -74,15 +101,15 @@ public sealed class HarnessAgent : DelegatingAIAgent
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/// additional context providers, and chat history provider.
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/// When <see langword="null"/>, the agent uses built-in default settings.
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/// </param>
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/// <exception cref="System.ArgumentNullException">
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/// <exception cref="ArgumentNullException">
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/// <paramref name="chatClient"/> is <see langword="null"/>.
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/// </exception>
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/// <exception cref="System.ArgumentOutOfRangeException">
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/// <exception cref="ArgumentOutOfRangeException">
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/// <paramref name="maxContextWindowTokens"/> is not positive, or
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/// <paramref name="maxOutputTokens"/> is negative or greater than or equal to <paramref name="maxContextWindowTokens"/>.
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/// </exception>
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public HarnessAgent(IChatClient chatClient, int maxContextWindowTokens, int maxOutputTokens, HarnessAgentOptions? options = null)
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: base(BuildInnerAgent(
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: base(BuildAgent(
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Throw.IfNull(chatClient),
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maxContextWindowTokens,
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maxOutputTokens,
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@@ -90,6 +117,25 @@ public sealed class HarnessAgent : DelegatingAIAgent
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{
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}
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private static AIAgent BuildAgent(IChatClient chatClient, int maxContextWindowTokens, int maxOutputTokens, HarnessAgentOptions? options)
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{
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ChatClientAgent innerAgent = BuildInnerAgent(chatClient, maxContextWindowTokens, maxOutputTokens, options);
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AIAgentBuilder builder = innerAgent.AsBuilder();
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if (options?.DisableToolApproval is not true)
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{
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builder.UseToolApproval();
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}
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if (options?.DisableOpenTelemetry is not true)
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{
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builder.UseOpenTelemetry();
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}
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return builder.Build();
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}
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private static ChatClientAgent BuildInnerAgent(IChatClient chatClient, int maxContextWindowTokens, int maxOutputTokens, HarnessAgentOptions? options)
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{
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var compactionStrategy = new ContextWindowCompactionStrategy(
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@@ -102,15 +148,28 @@ public sealed class HarnessAgent : DelegatingAIAgent
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ChatReducer = compactionStrategy.AsChatReducer(),
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});
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string instructions = options?.ChatOptions?.Instructions ?? DefaultInstructions;
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string harnessInstructions = options?.HarnessInstructions ?? DefaultInstructions;
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string? agentInstructions = options?.ChatOptions?.Instructions;
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ChatOptions chatOptions = BuildChatOptions(options?.ChatOptions, instructions, maxOutputTokens);
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string instructions = (string.IsNullOrWhiteSpace(harnessInstructions), string.IsNullOrWhiteSpace(agentInstructions)) switch
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{
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(true, true) => harnessInstructions,
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(true, false) => agentInstructions!,
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(false, true) => harnessInstructions,
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(false, false) => $"{harnessInstructions}\n\n{agentInstructions}",
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};
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ChatOptions chatOptions = BuildChatOptions(options, instructions, maxOutputTokens);
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var compactionProvider = new CompactionProvider(compactionStrategy);
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IEnumerable<AIContextProvider> contextProviders = BuildContextProviders(options);
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return chatClient
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.AsBuilder()
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.UseFunctionInvocation()
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.UseFunctionInvocation(configure: options?.MaximumIterationsPerRequest is int maxIterations
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? ficc => ficc.MaximumIterationsPerRequest = maxIterations
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: null)
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.UseMessageInjection()
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.UsePerServiceCallChatHistoryPersistence()
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.UseAIContextProviders(compactionProvider)
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@@ -121,17 +180,78 @@ public sealed class HarnessAgent : DelegatingAIAgent
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Description = options?.Description,
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ChatOptions = chatOptions,
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ChatHistoryProvider = chatHistoryProvider,
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AIContextProviders = options?.AIContextProviders,
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AIContextProviders = contextProviders,
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UseProvidedChatClientAsIs = true,
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RequirePerServiceCallChatHistoryPersistence = true,
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});
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}
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private static ChatOptions BuildChatOptions(ChatOptions? source, string instructions, int maxOutputTokens)
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private static ChatOptions BuildChatOptions(HarnessAgentOptions? options, string instructions, int maxOutputTokens)
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{
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ChatOptions result = source?.Clone() ?? new ChatOptions();
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ChatOptions result = options?.ChatOptions?.Clone() ?? new ChatOptions();
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result.Instructions = instructions;
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result.MaxOutputTokens ??= maxOutputTokens;
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if (options?.DisableWebSearch is not true)
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{
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result.Tools ??= [];
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result.Tools.Add(new HostedWebSearchTool());
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}
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return result;
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}
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private static List<AIContextProvider> BuildContextProviders(HarnessAgentOptions? options)
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{
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var providers = new List<AIContextProvider>();
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if (options?.DisableTodoProvider is not true)
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{
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providers.Add(new TodoProvider());
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}
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if (options?.DisableAgentModeProvider is not true)
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{
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providers.Add(new AgentModeProvider(options?.AgentModeProviderOptions));
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}
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if (options?.DisableFileMemory is not true)
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{
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AgentFileStore fileMemoryStore = options?.FileMemoryStore
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?? new FileSystemAgentFileStore(
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Path.Combine(Directory.GetCurrentDirectory(), "agent-file-memory"));
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providers.Add(new FileMemoryProvider(
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fileMemoryStore,
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_ => new FileMemoryState
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{
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WorkingFolder = DateTime.UtcNow.ToString("yyyyMMdd_HHmmss") + "_" + Guid.NewGuid().ToString(),
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}));
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}
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if (options?.DisableFileAccess is not true)
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{
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AgentFileStore fileAccessStore = options?.FileAccessStore
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?? new FileSystemAgentFileStore(
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Path.Combine(Directory.GetCurrentDirectory(), "working"));
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providers.Add(new FileAccessProvider(fileAccessStore));
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}
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if (options?.DisableAgentSkillsProvider is not true)
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{
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AgentSkillsProvider skillsProvider = options?.AgentSkillsSource is AgentSkillsSource source
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? new AgentSkillsProvider(source)
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: new AgentSkillsProvider(Directory.GetCurrentDirectory());
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providers.Add(skillsProvider);
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}
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if (options?.AIContextProviders is IEnumerable<AIContextProvider> userProviders)
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{
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providers.AddRange(userProviders);
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}
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return providers;
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}
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}
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@@ -36,13 +36,31 @@ public sealed class HarnessAgentOptions
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/// Use <see cref="ChatOptions.Tools"/> to supply additional tools the agent can invoke.
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/// </para>
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/// <para>
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/// Use <see cref="ChatOptions.Instructions"/> to override the <see cref="HarnessAgent"/>'s built-in
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/// default instructions. When <see cref="ChatOptions.Instructions"/> is <see langword="null"/> or not set,
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/// the default instructions are used.
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/// Use <see cref="ChatOptions.Instructions"/> to provide agent-specific instructions (e.g., research methodology,
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/// data analysis workflow). These are combined with <see cref="HarnessInstructions"/> to form the final instructions
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/// sent to the model: harness instructions appear first, followed by agent-specific instructions.
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/// When <see cref="ChatOptions.Instructions"/> is <see langword="null"/>, only <see cref="HarnessInstructions"/>
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/// (or the default) is used.
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/// </para>
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/// </remarks>
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public ChatOptions? ChatOptions { get; set; }
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/// <summary>
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/// Gets or sets the harness-level instructions that control general tool usage and behavior patterns.
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/// </summary>
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/// <remarks>
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/// <para>
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/// Harness instructions provide guidance on how to use tools, explain reasoning, and structure work.
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/// They are combined with <see cref="ChatOptions"/>.<see cref="ChatOptions.Instructions"/> (agent-specific instructions)
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/// to produce the final instructions sent to the model: harness instructions first, then agent-specific instructions.
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/// </para>
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/// <para>
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/// When <see langword="null"/> (the default), <see cref="HarnessAgent.DefaultInstructions"/> is used.
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/// Set to <see cref="string.Empty"/> to omit harness instructions entirely.
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/// </para>
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/// </remarks>
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public string? HarnessInstructions { get; set; }
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/// <summary>
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/// Gets or sets the <see cref="ChatHistoryProvider"/> to use for storing chat history.
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/// </summary>
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@@ -61,4 +79,131 @@ public sealed class HarnessAgentOptions
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/// <see cref="ChatClientAgentOptions.AIContextProviders"/>.
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/// </remarks>
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public IEnumerable<AIContextProvider>? AIContextProviders { get; set; }
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/// <summary>
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/// Gets or sets the maximum number of function-invocation loop iterations per request.
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/// </summary>
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/// <remarks>
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/// When set, this value is passed to <see cref="FunctionInvokingChatClient.MaximumIterationsPerRequest"/>.
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/// When <see langword="null"/>, the <see cref="FunctionInvokingChatClient"/> default is used.
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/// </remarks>
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public int? MaximumIterationsPerRequest { get; set; }
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/// <summary>
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/// Gets or sets a value indicating whether the <see cref="ToolApprovalAgent"/> wrapper is disabled.
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/// </summary>
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/// <remarks>
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/// When <see langword="false"/> (the default), the agent is wrapped with tool approval middleware
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/// that supports "don't ask again" auto-approval rules.
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/// </remarks>
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public bool DisableToolApproval { get; set; }
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/// <summary>
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/// Gets or sets a value indicating whether the <see cref="FileMemoryProvider"/> is disabled.
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/// </summary>
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/// <remarks>
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/// When <see langword="false"/> (the default), a <see cref="FileMemoryProvider"/> is included in the
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/// agent's context providers, using either <see cref="FileMemoryStore"/> or a default
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/// <see cref="FileSystemAgentFileStore"/> rooted at <c>{cwd}/agent-file-memory/{timestamp}_{guid}</c>.
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/// </remarks>
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public bool DisableFileMemory { get; set; }
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/// <summary>
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/// Gets or sets a custom <see cref="AgentFileStore"/> for the <see cref="FileMemoryProvider"/>.
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/// </summary>
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/// <remarks>
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/// When <see langword="null"/> and <see cref="DisableFileMemory"/> is <see langword="false"/>,
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/// a default <see cref="FileSystemAgentFileStore"/> is created.
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/// This property is ignored when <see cref="DisableFileMemory"/> is <see langword="true"/>.
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/// </remarks>
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public AgentFileStore? FileMemoryStore { get; set; }
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/// <summary>
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/// Gets or sets a value indicating whether the <see cref="FileAccessProvider"/> is disabled.
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/// </summary>
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/// <remarks>
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/// When <see langword="false"/> (the default), a <see cref="FileAccessProvider"/> is included in the
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/// agent's context providers, using either <see cref="FileAccessStore"/> or a default
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/// <see cref="FileSystemAgentFileStore"/> rooted at <c>{cwd}/working</c>.
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/// </remarks>
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public bool DisableFileAccess { get; set; }
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/// <summary>
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/// Gets or sets a custom <see cref="AgentFileStore"/> for the <see cref="FileAccessProvider"/>.
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/// </summary>
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/// <remarks>
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/// When <see langword="null"/> and <see cref="DisableFileAccess"/> is <see langword="false"/>,
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/// a default <see cref="FileSystemAgentFileStore"/> is created.
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/// This property is ignored when <see cref="DisableFileAccess"/> is <see langword="true"/>.
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/// </remarks>
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public AgentFileStore? FileAccessStore { get; set; }
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/// <summary>
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/// Gets or sets a value indicating whether the <see cref="HostedWebSearchTool"/> is disabled.
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/// </summary>
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/// <remarks>
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/// When <see langword="false"/> (the default), a <see cref="HostedWebSearchTool"/> is added
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/// to <see cref="ChatOptions"/>.<see cref="ChatOptions.Tools"/>.
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/// </remarks>
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public bool DisableWebSearch { get; set; }
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/// <summary>
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/// Gets or sets a value indicating whether the <see cref="TodoProvider"/> is disabled.
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/// </summary>
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/// <remarks>
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/// When <see langword="false"/> (the default), a <see cref="TodoProvider"/> is included
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/// in the agent's context providers for tracking work items.
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/// </remarks>
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public bool DisableTodoProvider { get; set; }
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/// <summary>
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/// Gets or sets a value indicating whether the <see cref="AgentModeProvider"/> is disabled.
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/// </summary>
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/// <remarks>
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/// When <see langword="false"/> (the default), an <see cref="AgentModeProvider"/> is included
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/// in the agent's context providers. Use <see cref="AgentModeProviderOptions"/> to configure
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/// custom modes.
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/// </remarks>
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public bool DisableAgentModeProvider { get; set; }
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/// <summary>
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/// Gets or sets custom options for the <see cref="AgentModeProvider"/>.
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/// </summary>
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/// <remarks>
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/// When <see langword="null"/>, the <see cref="AgentModeProvider"/> uses its built-in default
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/// modes ("plan" and "execute"). This property is ignored when
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/// <see cref="DisableAgentModeProvider"/> is <see langword="true"/>.
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/// </remarks>
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public AgentModeProviderOptions? AgentModeProviderOptions { get; set; }
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/// <summary>
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/// Gets or sets a value indicating whether the <see cref="AgentSkillsProvider"/> is disabled.
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/// </summary>
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/// <remarks>
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/// When <see langword="false"/> (the default), an <see cref="AgentSkillsProvider"/> is included
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/// in the agent's context providers. Use <see cref="AgentSkillsSource"/> to provide a custom
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/// skills source; otherwise, the provider defaults to file-based skill discovery from the current
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/// working directory.
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/// </remarks>
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public bool DisableAgentSkillsProvider { get; set; }
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/// <summary>
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/// Gets or sets a custom <see cref="AI.AgentSkillsSource"/> for the <see cref="AgentSkillsProvider"/>.
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/// </summary>
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/// <remarks>
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/// When <see langword="null"/> and <see cref="DisableAgentSkillsProvider"/> is <see langword="false"/>,
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/// the provider defaults to file-based skill discovery from the current working directory.
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/// This property is ignored when <see cref="DisableAgentSkillsProvider"/> is <see langword="true"/>.
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/// </remarks>
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public AgentSkillsSource? AgentSkillsSource { get; set; }
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/// <summary>
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/// Gets or sets a value indicating whether the <see cref="OpenTelemetryAgent"/> wrapper is disabled.
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/// </summary>
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/// <remarks>
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/// When <see langword="false"/> (the default), the agent is wrapped with an
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/// <see cref="OpenTelemetryAgent"/> that provides OpenTelemetry instrumentation
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/// following the Semantic Conventions for Generative AI systems.
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/// </remarks>
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public bool DisableOpenTelemetry { get; set; }
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}
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@@ -45,20 +45,54 @@ public sealed class AgentModeProvider : AIContextProvider
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"""
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## Agent Mode
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You can operate in different modes. Depending on the mode you are in, you will be required to follow different processes.
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- You can operate in different modes. Depending on the mode you are in, you will be required to follow different processes.
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- You must check the current mode after any user input, since the user may have changed the mode themselves,
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e.g. the user may have switched to 'plan' mode after a previous research task finished in 'execute' mode, meaning they want to review a plan first before execution.
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Use the AgentMode_Get tool to check your current operating mode.
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Use the AgentMode_Set tool to switch between modes as your work progresses. Only use AgentMode_Set if the user explicitly instructs/allows you to change modes.
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{available_modes}
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You are currently operating in the {current_mode} mode.
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### Mandatory Mode based Workflow
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||||
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For every new substantive user request, including short factual questions, your behavior is determined by the mode you are in.
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||||
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||||
{available_modes}
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""";
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||||
private static readonly IReadOnlyList<AgentModeProviderOptions.AgentMode> s_defaultModes =
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[
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||||
new("plan", "Use this mode when analyzing requirements, breaking down tasks, and creating plans. This is the interactive mode — ask clarifying questions, discuss options, and get user approval before proceeding."),
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||||
new("execute", "Use this mode when carrying out approved plans. Work autonomously using your best judgement — do not ask the user questions or wait for feedback. Make reasonable decisions on your own so that there is a complete, useful result when the user returns. If you encounter ambiguity, choose the most reasonable option and note your choice."),
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||||
new(
|
||||
"plan",
|
||||
"""
|
||||
Use this mode when analyzing requirements, breaking down tasks, and creating plans. This is the interactive mode — ask clarifying questions, discuss options, and get user approval before proceeding.
|
||||
|
||||
Process to follow when in plan mode:
|
||||
1. Analyze the request with the purpose of building a research plan.
|
||||
2. Create a list of todo items.
|
||||
3. If needed, use the provided tools to do some exploratory checks to help build a plan and determine what clarifying questions you may need from the user.
|
||||
4. Ask for clarifications from the user where needed.
|
||||
1. Ask each clarification one by one.
|
||||
2. When asking for clarification and you have specific options in mind, present them to the user, so they can choose the option instead of having to retype the entire response.
|
||||
3. Do not proceed until you have received all the needed clarifications.
|
||||
4. Do short exploratory research if it helps with being able to ask sensible clarifications from the user.
|
||||
5. Write the plan to a memory file, so that it is retained even if compaction happens. Make sure to update the plan file if the user requests changes.
|
||||
6. Present the plan to the user and ask for approval to switch to execute mode and process the plan.
|
||||
7. When approval is granted, always switch to execute mode (using the `AgentMode_Set` tool), and follow the steps for *Execute mode*.
|
||||
"""),
|
||||
new(
|
||||
"execute",
|
||||
"""
|
||||
Use this mode when carrying out approved plans. Work autonomously using your best judgment — do not ask the user questions or wait for feedback.
|
||||
|
||||
Process to follow when in execute mode:
|
||||
1. If you don't have a plan or tasks yet, analyze the user request and create tasks and a plan. (**Skip this step if you came from plan mode**)
|
||||
2. Work autonomously — use your best judgment to make decisions and keep progressing without asking the user questions. The goal is to have a complete, useful result ready when the user returns.
|
||||
3. If you encounter ambiguity or an unexpected situation during execution, choose the most reasonable option, note your choice, and keep going.
|
||||
4. Mark tasks as completed as you finish them.
|
||||
5. Continue working, thinking and calling tools until you have the research result for the user.
|
||||
"""),
|
||||
];
|
||||
|
||||
private readonly ProviderSessionState<AgentModeState> _sessionState;
|
||||
@@ -187,12 +221,15 @@ public sealed class AgentModeProvider : AIContextProvider
|
||||
|
||||
private string BuildInstructions(string currentMode)
|
||||
{
|
||||
// Build list of modes text:
|
||||
var modesListBuilder = new StringBuilder();
|
||||
foreach (var mode in this._modes)
|
||||
{
|
||||
modesListBuilder.AppendLine($"- \"{mode.Name}\": {mode.Description}");
|
||||
modesListBuilder.AppendLine($"#### {mode.Name}");
|
||||
modesListBuilder.AppendLine();
|
||||
modesListBuilder.AppendLine(mode.Description.TrimEnd());
|
||||
modesListBuilder.AppendLine();
|
||||
}
|
||||
|
||||
var modesListText = modesListBuilder.ToString();
|
||||
|
||||
return new StringBuilder(this._instructions)
|
||||
|
||||
@@ -55,7 +55,7 @@ public sealed class FileMemoryProvider : AIContextProvider, IDisposable
|
||||
|
||||
- Use descriptive file names (e.g., "projectarchitecture.md", "userpreferences.md").
|
||||
- Include a description when saving a file to help with future discovery.
|
||||
- Before starting new tasks, use FileMemory_ListFiles and FileMemory_SearchFiles to check for relevant existing memories.
|
||||
- Before starting new tasks, use FileMemory_ListFiles and FileMemory_SearchFiles to check for relevant existing memories to avoid duplicate work.
|
||||
- Keep memories up-to-date by overwriting files when information changes.
|
||||
- When you receive large amounts of data (e.g., downloaded web pages, API responses, research results),
|
||||
save them to files if they will be required later, so that they are not lost when older context is compacted or truncated.
|
||||
|
||||
@@ -48,9 +48,9 @@ public sealed class TodoProvider : AIContextProvider, IDisposable
|
||||
You have access to a todo list for tracking work items.
|
||||
While planning, make sure that you break down complex tasks into manageable todo items and add them to the list.
|
||||
Ask questions from the user where clarification is needed to create effective todos.
|
||||
If the user provides feedback on your plan, adjust your todos accordingly by adding new items or removing irrelevant ones.
|
||||
If the user provides feedback on your plan, adjust your todos accordingly by adding new items or removing irrelevant/old ones.
|
||||
During execution, use the todo list to keep track of what needs to be done, mark items as complete when finished, and remove any items that are no longer needed.
|
||||
When a user changes the topic or changes their mind, ensure that you update the todo list accordingly by removing irrelevant items or adding new ones as needed.
|
||||
When a user changes the topic or changes their mind, ensure that you update the todo list accordingly by removing irrelevant/old items or adding new ones as needed.
|
||||
|
||||
Use these tools to manage your tasks:
|
||||
- Use TodoList_Add to break down complex work into trackable items (supports adding one or many at once).
|
||||
|
||||
Reference in New Issue
Block a user