84 lines
3 KiB
C#
84 lines
3 KiB
C#
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.MLTasks;
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using Microsoft;
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using Microsoft.Extensions.DependencyInjection;
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using Microsoft.SemanticKernel;
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using Microsoft.SemanticKernel.AI.TextCompletion;
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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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/// User Semantic Kernel as text completion provider
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/// </summary>
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public class SemanticKernelTextCompletionProvider : Abstraction.MLTasks.ITextCompletion
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{
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private readonly Microsoft.SemanticKernel.AI.TextCompletion.ITextCompletion _kernelTextCompletion;
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private readonly IServiceProvider _services;
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private readonly 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="SemanticKernelTextCompletionProvider"/>
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/// </summary>
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/// <param name="textCompletion"></param>
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/// <param name="services"></param>
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/// <param name="tokenStatistics"></param>
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public SemanticKernelTextCompletionProvider(Microsoft.SemanticKernel.AI.TextCompletion.ITextCompletion textCompletion,
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IServiceProvider services,
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ITokenStatistics tokenStatistics)
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{
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this._kernelTextCompletion = textCompletion;
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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 async Task<string> GetCompletion(string text, string agentId, string messageId)
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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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var agent = new Agent()
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{
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Id = agentId
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};
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var userMessage = new RoleDialogModel(AgentRole.User, text)
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{
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MessageId = messageId
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};
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Task.WaitAll(hooks.Select(hook =>
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hook.BeforeGenerating(agent, new List<RoleDialogModel> { userMessage })).ToArray());
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var completion = this._kernelTextCompletion;
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_tokenStatistics.StartTimer();
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var result = await completion.CompleteAsync(text);
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_tokenStatistics.StopTimer();
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// After chat completion hook
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Task.WaitAll(hooks.Select(hook =>
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hook.AfterGenerated(new RoleDialogModel(AgentRole.Assistant, result), new TokenStatsModel
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{
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Model = _model ?? "default"
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})).ToArray());
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return result;
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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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} |