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* Add AIContextProvider support * Address feedback. * Address PR comments. * Switch to valuetask and remove parallel calls for AIContextProvider * Remove Model from ModelInvokingAsync method name * Remove agent thread id again and remove it from context provider interface * Add AIContextProvider serialization support to AgentThread and update sample to show this feature * Address PR comments * Improve memory sample * Update sample comment. * Remove AggregateAIContextProvider for now since it makes too many assumptions. We can include it later as a sample if needed. * Update AIContextProviders to have an Invoked method instead of MessagesAddingAsync. * Remove unused using. * Address PR comments. * Address PR comment. * Update comment. * Update comment * Address PR comments.
101 lines
4.2 KiB
C#
101 lines
4.2 KiB
C#
// Copyright (c) Microsoft. All rights reserved.
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// This sample shows all the required steps to create a fully custom agent implementation.
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// In this case the agent doesn't use AI at all, and simply parrots back the user input in upper case.
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// You can however, build a fully custom agent that uses AI in any way you want.
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using System;
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using System.Collections.Generic;
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using System.Linq;
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using System.Runtime.CompilerServices;
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using System.Threading;
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using System.Threading.Tasks;
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using Microsoft.Extensions.AI;
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using Microsoft.Extensions.AI.Agents;
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using SampleApp;
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AIAgent agent = new UpperCaseParrotAgent();
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// Invoke the agent and output the text result.
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Console.WriteLine(await agent.RunAsync("Tell me a joke about a pirate."));
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// Invoke the agent with streaming support.
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await foreach (var update in agent.RunStreamingAsync("Tell me a joke about a pirate."))
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{
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Console.WriteLine(update);
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}
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namespace SampleApp
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{
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// Custom agent that parrot's the user input back in upper case.
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internal sealed class UpperCaseParrotAgent : AIAgent
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{
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public override async Task<AgentRunResponse> RunAsync(IEnumerable<ChatMessage> messages, AgentThread? thread = null, AgentRunOptions? options = null, CancellationToken cancellationToken = default)
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{
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// Create a thread if the user didn't supply one.
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thread ??= this.GetNewThread();
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// Clone the input messages and turn them into response messages with upper case text.
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List<ChatMessage> responseMessages = CloneAndToUpperCase(messages, this.DisplayName).ToList();
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// Notify the thread of the input and output messages.
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await NotifyThreadOfNewMessagesAsync(thread, messages.Concat(responseMessages), cancellationToken);
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return new AgentRunResponse
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{
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AgentId = this.Id,
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ResponseId = Guid.NewGuid().ToString(),
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Messages = responseMessages
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};
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}
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public override async IAsyncEnumerable<AgentRunResponseUpdate> RunStreamingAsync(IEnumerable<ChatMessage> messages, AgentThread? thread = null, AgentRunOptions? options = null, [EnumeratorCancellation] CancellationToken cancellationToken = default)
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{
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// Create a thread if the user didn't supply one.
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thread ??= this.GetNewThread();
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// Clone the input messages and turn them into response messages with upper case text.
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List<ChatMessage> responseMessages = CloneAndToUpperCase(messages, this.DisplayName).ToList();
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// Notify the thread of the input and output messages.
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await NotifyThreadOfNewMessagesAsync(thread, messages.Concat(responseMessages), cancellationToken);
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foreach (var message in responseMessages)
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{
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yield return new AgentRunResponseUpdate
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{
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AgentId = this.Id,
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AuthorName = this.DisplayName,
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Role = ChatRole.Assistant,
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Contents = message.Contents,
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ResponseId = Guid.NewGuid().ToString(),
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MessageId = Guid.NewGuid().ToString()
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};
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}
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}
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private static IEnumerable<ChatMessage> CloneAndToUpperCase(IEnumerable<ChatMessage> messages, string agentName) => messages.Select(x =>
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{
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// Clone the message and update its author to be the agent.
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var messageClone = x.Clone();
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messageClone.Role = ChatRole.Assistant;
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messageClone.MessageId = Guid.NewGuid().ToString();
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messageClone.AuthorName = agentName;
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// Clone and convert any text content to upper case.
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messageClone.Contents = x.Contents.Select(c => c switch
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{
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TextContent tc => new TextContent(tc.Text.ToUpperInvariant())
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{
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AdditionalProperties = tc.AdditionalProperties,
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Annotations = tc.Annotations,
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RawRepresentation = tc.RawRepresentation
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},
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_ => c
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}).ToList();
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return messageClone;
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});
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}
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}
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