113 lines
4.2 KiB
C#
113 lines
4.2 KiB
C#
using BotSharp.Abstraction.Agents;
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using BotSharp.Abstraction.Agents.Enums;
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using BotSharp.Abstraction.Agents.Models;
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using BotSharp.Abstraction.Conversations;
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using BotSharp.Abstraction.Conversations.Models;
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using BotSharp.Abstraction.Loggers;
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using BotSharp.Abstraction.MLTasks;
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using Microsoft.Extensions.DependencyInjection;
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using Microsoft.SemanticKernel;
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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.Threading.Tasks;
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namespace BotSharp.Plugin.SemanticKernel
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{
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/// <summary>
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/// Use Semantic Kernel as chat completion provider
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/// </summary>
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public class SemanticKernelChatCompletionProvider : IChatCompletion
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{
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private Microsoft.SemanticKernel.AI.ChatCompletion.IChatCompletion _kernelChatCompletion;
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private IServiceProvider _services;
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private ITokenStatistics _tokenStatistics;
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private string? _model = null;
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/// <inheritdoc/>
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public string Provider => "semantic-kernel";
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/// <summary>
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/// Create a new instance of <see cref="SemanticKernelChatCompletionProvider"/>
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/// </summary>
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/// <param name="chatCompletion"></param>
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/// <param name="services"></param>
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/// <param name="tokenStatistics"></param>
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public SemanticKernelChatCompletionProvider(Microsoft.SemanticKernel.AI.ChatCompletion.IChatCompletion chatCompletion,
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IServiceProvider services,
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ITokenStatistics tokenStatistics)
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{
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this._kernelChatCompletion = chatCompletion;
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this._services = services;
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this._tokenStatistics = tokenStatistics;
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}
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/// <inheritdoc/>
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public RoleDialogModel GetChatCompletions(Agent agent, List<RoleDialogModel> conversations)
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{
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var hooks = _services.GetServices<IContentGeneratingHook>().ToList();
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// Before chat completion hook
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Task.WaitAll(hooks.Select(hook =>
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hook.BeforeGenerating(agent, conversations)).ToArray());
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var completion = this._kernelChatCompletion;
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var agentService = _services.GetRequiredService<IAgentService>();
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var instruction = agentService.RenderedInstruction(agent);
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var chatHistory = completion.CreateNewChat(instruction);
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foreach (var message in conversations)
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{
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if (message.Role == AgentRole.User)
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{
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chatHistory.AddUserMessage(message.Content);
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}
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else
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{
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chatHistory.AddAssistantMessage(message.Content);
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}
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}
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var response = completion.GetChatCompletionsAsync(chatHistory)
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.ContinueWith(async t =>
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{
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var result = await t;
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var message = await result.First().GetChatMessageAsync();
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return message.Content;
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}).ConfigureAwait(false).GetAwaiter().GetResult()
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.ConfigureAwait(false).GetAwaiter().GetResult();
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var msg = new RoleDialogModel(AgentRole.Assistant, response)
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{
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CurrentAgentId = agent.Id
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};
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// After chat completion hook
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Task.WaitAll(hooks.Select(hook =>
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hook.AfterGenerated(msg, new TokenStatsModel
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{
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Model = _model ?? "default"
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})).ToArray());
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return msg;
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}
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/// <inheritdoc/>
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public Task<bool> GetChatCompletionsAsync(Agent agent, List<RoleDialogModel> conversations, Func<RoleDialogModel, Task> onMessageReceived, Func<RoleDialogModel, Task> onFunctionExecuting)
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{
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throw new NotImplementedException();
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}
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/// <inheritdoc/>
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public Task<bool> GetChatCompletionsStreamingAsync(Agent agent, List<RoleDialogModel> conversations, Func<RoleDialogModel, Task> onMessageReceived)
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{
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throw new NotImplementedException();
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}
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/// <inheritdoc/>
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public void SetModelName(string model)
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{
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if (!string.IsNullOrWhiteSpace(model))
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this._model = model;
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}
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}
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} |