mirror of
https://github.com/AIDotNet/AntSK.git
synced 2026-02-17 22:10:14 +08:00
Merge pull request #41 from AIDotNet/feature_chathistory
Feature chathistory
This commit is contained in:
@@ -104,7 +104,7 @@
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避免模型重复加载,本地缓存
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</summary>
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</member>
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<member name="M:AntSK.Domain.Domain.Service.ChatService.SendChatByAppAsync(AntSK.Domain.Repositories.Apps,System.String,System.String)">
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<member name="M:AntSK.Domain.Domain.Service.ChatService.SendChatByAppAsync(AntSK.Domain.Repositories.Apps,System.String,Microsoft.SemanticKernel.ChatCompletion.ChatHistory)">
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<summary>
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发送消息
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</summary>
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@@ -1,6 +1,8 @@
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using AntSK.Domain.Domain.Model.Dto;
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using AntSK.Domain.Domain.Model;
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using AntSK.Domain.Domain.Model.Dto;
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using AntSK.Domain.Repositories;
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using Microsoft.SemanticKernel;
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using Microsoft.SemanticKernel.ChatCompletion;
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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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@@ -11,8 +13,10 @@ namespace AntSK.Domain.Domain.Interface
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{
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public interface IChatService
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{
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IAsyncEnumerable<StreamingKernelContent> SendChatByAppAsync(Apps app, string questions, string history);
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IAsyncEnumerable<StreamingKernelContent> SendChatByAppAsync(Apps app, string questions, ChatHistory history);
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IAsyncEnumerable<StreamingKernelContent> SendKmsByAppAsync(Apps app, string questions, string history, string filePath, List<RelevantSource> relevantSources = null);
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IAsyncEnumerable<StreamingKernelContent> SendKmsByAppAsync(Apps app, string questions, ChatHistory history, string filePath, List<RelevantSource> relevantSources = null);
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Task<ChatHistory> GetChatHistory(List<MessageInfo> MessageList);
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}
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}
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@@ -12,6 +12,10 @@ using System.Reflection.Metadata;
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using Microsoft.KernelMemory;
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using System.Collections.Generic;
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using Markdig;
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using ChatHistory = Microsoft.SemanticKernel.ChatCompletion.ChatHistory;
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using Microsoft.SemanticKernel.Plugins.Core;
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using Azure.Core;
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using AntSK.Domain.Domain.Model;
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namespace AntSK.Domain.Domain.Service
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{
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@@ -29,13 +33,31 @@ namespace AntSK.Domain.Domain.Service
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/// <param name="questions"></param>
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/// <param name="history"></param>
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/// <returns></returns>
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public async IAsyncEnumerable<StreamingKernelContent> SendChatByAppAsync(Apps app, string questions, string history)
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public async IAsyncEnumerable<StreamingKernelContent> SendChatByAppAsync(Apps app, string questions, ChatHistory history)
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{
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if (string.IsNullOrEmpty(app.Prompt) || !app.Prompt.Contains("{{$input}}"))
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{
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//如果模板为空,给默认提示词
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app.Prompt = app.Prompt.ConvertToString() + "{{$input}}";
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}
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KernelArguments args =new KernelArguments();
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if (history.Count > 10)
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{
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app.Prompt = @"${{ConversationSummaryPlugin.SummarizeConversation $history}}" + app.Prompt;
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args = new() {
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{ "history", string.Join("\n", history.Select(x => x.Role + ": " + x.Content)) },
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{ "input", questions }
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};
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}
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else
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{
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args=new()
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{
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{ "input", $"{string.Join("\n", history.Select(x => x.Role + ": " + x.Content))}{Environment.NewLine} user:{questions}" }
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};
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}
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var _kernel = _kernelService.GetKernelByApp(app);
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var temperature = app.Temperature / 100;//存的是0~100需要缩小
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OpenAIPromptExecutionSettings settings = new() { Temperature = temperature };
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@@ -45,14 +67,15 @@ namespace AntSK.Domain.Domain.Service
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settings.ToolCallBehavior = ToolCallBehavior.AutoInvokeKernelFunctions;
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}
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var func = _kernel.CreateFunctionFromPrompt(app.Prompt, settings);
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var chatResult = _kernel.InvokeStreamingAsync(function: func, arguments: new KernelArguments() { ["input"] = $"{history}{Environment.NewLine} user:{questions}" });
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var chatResult = _kernel.InvokeStreamingAsync(function: func,
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arguments: args);
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await foreach (var content in chatResult)
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{
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yield return content;
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}
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}
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public async IAsyncEnumerable<StreamingKernelContent> SendKmsByAppAsync(Apps app, string questions, string history, string filePath, List<RelevantSource> relevantSources = null)
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public async IAsyncEnumerable<StreamingKernelContent> SendKmsByAppAsync(Apps app, string questions, ChatHistory history, string filePath, List<RelevantSource> relevantSources = null)
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{
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var relevantSourceList = await _kMService.GetRelevantSourceList(app.KmsIdList, questions);
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var _kernel = _kernelService.GetKernelByApp(app);
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@@ -84,9 +107,9 @@ namespace AntSK.Domain.Domain.Service
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dataMsg.AppendLine(item.ToString());
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}
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KernelFunction jsonFun = _kernel.Plugins.GetFunction("KMSPlugin", "Ask");
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KernelFunction jsonFun = _kernel.Plugins.GetFunction("KMSPlugin", "Ask1");
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var chatResult = _kernel.InvokeStreamingAsync(function: jsonFun,
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arguments: new KernelArguments() { ["doc"] = dataMsg, ["history"] = history, ["questions"] = questions });
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arguments: new KernelArguments() { ["doc"] = dataMsg, ["history"] = string.Join("\n", history.Select(x => x.Role + ": " + x.Content)), ["questions"] = questions });
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await foreach (var content in chatResult)
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{
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@@ -98,5 +121,26 @@ namespace AntSK.Domain.Domain.Service
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yield return new StreamingTextContent(KmsConstantcs.KmsSearchNull);
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}
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}
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public async Task<ChatHistory> GetChatHistory(List<MessageInfo> MessageList)
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{
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ChatHistory history = new ChatHistory();
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if (MessageList.Count > 1)
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{
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foreach (var item in MessageList)
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{
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if (item.IsSend)
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{
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history.AddUserMessage(item.Context);
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}
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else
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{
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history.AddAssistantMessage(item.Context);
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}
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}
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}
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return history;
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}
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}
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}
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@@ -8,6 +8,7 @@ using System.Text;
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using Markdig;
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using AntSK.Domain.Domain.Model;
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using AntSK.Domain.Domain.Model.Dto;
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using Microsoft.SemanticKernel.ChatCompletion;
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namespace AntSK.Pages.ChatPage
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{
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@@ -121,24 +122,24 @@ namespace AntSK.Pages.ChatPage
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protected async Task<bool> SendAsync(string questions, string? filePath)
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{
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string msg = "";
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ChatHistory history = new ChatHistory() ;
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//处理多轮会话
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Apps app = _apps_Repositories.GetFirst(p => p.Id == AppId);
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if (MessageList.Count > 0)
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{
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msg = await HistorySummarize(app, questions);
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history = await _chatService.GetChatHistory(MessageList);
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}
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switch (app.Type)
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{
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case "chat" when filePath == null:
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//普通会话
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await SendChat(questions, msg, app);
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await SendChat(questions, history, app);
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break;
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default:
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//知识库问答
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await SendKms(questions, msg, filePath, app);
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await SendKms(questions, history, filePath, app);
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break;
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}
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@@ -149,14 +150,14 @@ namespace AntSK.Pages.ChatPage
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/// 发送知识库问答
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/// </summary>
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/// <param name="questions"></param>
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/// <param name="msg"></param>
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/// <param name="history"></param>
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/// <param name="filePath"></param>
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/// <param name="app"></param>
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/// <returns></returns>
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private async Task SendKms(string questions, string msg, string filePath, Apps app)
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private async Task SendKms(string questions, ChatHistory history, string filePath, Apps app)
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{
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MessageInfo info = null;
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var chatResult = _chatService.SendKmsByAppAsync(app, questions, msg, filePath, _relevantSources);
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var chatResult = _chatService.SendKmsByAppAsync(app, questions, history, filePath, _relevantSources);
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await foreach (var content in chatResult)
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{
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if (info == null)
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@@ -189,7 +190,7 @@ namespace AntSK.Pages.ChatPage
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/// <param name="history"></param>
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/// <param name="app"></param>
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/// <returns></returns>
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private async Task SendChat(string questions, string history, Apps app)
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private async Task SendChat(string questions, ChatHistory history, Apps app)
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{
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MessageInfo info = null;
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var chatResult = _chatService.SendChatByAppAsync(app, questions, history);
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@@ -222,6 +223,7 @@ namespace AntSK.Pages.ChatPage
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{
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if (info.IsNotNull())
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{
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info!.Context = info!.HtmlAnswers;
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// info!.HtmlAnswers = markdown.Transform(info.HtmlAnswers);
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info!.HtmlAnswers = Markdown.ToHtml(info.HtmlAnswers);
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}
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@@ -231,48 +233,6 @@ namespace AntSK.Pages.ChatPage
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await _JSRuntime.ScrollToBottomAsync("scrollDiv");
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}
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/// <summary>
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/// 历史会话的会话总结
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/// </summary>
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/// <param name="questions"></param>
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/// <returns></returns>
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private async Task<string> HistorySummarize(Apps app, string questions)
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{
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var _kernel = _kernelService.GetKernelByApp(app);
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if (MessageList.Count > 1)
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{
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StringBuilder history = new StringBuilder();
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foreach (var item in MessageList)
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{
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if (item.IsSend)
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{
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history.Append($"user:{item.Context}{Environment.NewLine}");
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}
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else
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{
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history.Append($"assistant:{item.Context}{Environment.NewLine}");
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}
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}
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if (MessageList.Count > 10)
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{
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//历史会话大于10条,进行总结
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var msg = await _kernelService.HistorySummarize(_kernel, questions, history.ToString());
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return msg;
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}
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else
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{
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var msg =
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$"history:{Environment.NewLine}{history.ToString()}{Environment.NewLine}{Environment.NewLine}";
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return msg;
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}
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}
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else
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{
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return "";
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}
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}
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private void OnSingleCompleted(UploadInfo fileInfo)
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{
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fileList.Add(new()
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@@ -12,6 +12,7 @@ using AntSK.Domain.Utils;
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using Microsoft.JSInterop;
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using Markdig;
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using AntSK.Domain.Domain.Model;
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using Microsoft.SemanticKernel.ChatCompletion;
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namespace AntSK.Pages.ChatPage
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{
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@@ -120,22 +121,22 @@ namespace AntSK.Pages.ChatPage
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protected async Task<bool> SendAsync(string questions)
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{
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string msg = "";
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ChatHistory history=new ChatHistory();
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//处理多轮会话
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Apps app = _apps_Repositories.GetFirst(p => p.Id == AppId);
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if (MessageList.Count > 0)
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{
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msg = await HistorySummarize(app, questions);
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history = await _chatService.GetChatHistory(MessageList);
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}
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switch (app.Type)
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{
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case "chat":
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//普通会话
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await SendChat(questions, msg, app);
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await SendChat(questions, history, app);
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break;
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case "kms":
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//知识库问答
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await SendKms(questions, msg, app);
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await SendKms(questions, history, app);
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break;
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}
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@@ -149,10 +150,10 @@ namespace AntSK.Pages.ChatPage
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/// <param name="msg"></param>
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/// <param name="app"></param>
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/// <returns></returns>
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private async Task SendKms(string questions, string msg, Apps app)
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private async Task SendKms(string questions, ChatHistory history, Apps app)
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{
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MessageInfo info = null;
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var chatResult=_chatService.SendKmsByAppAsync(app, questions, "" ,msg);
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var chatResult=_chatService.SendKmsByAppAsync(app, questions, history, "" );
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await foreach (var content in chatResult)
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{
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if (info == null)
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@@ -183,7 +184,7 @@ namespace AntSK.Pages.ChatPage
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/// <param name="history"></param>
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/// <param name="app"></param>
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/// <returns></returns>
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private async Task SendChat(string questions, string history, Apps app)
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private async Task SendChat(string questions, ChatHistory history, Apps app)
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{
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MessageInfo info = null;
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var chatResult = _chatService.SendChatByAppAsync(app, questions, history);
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@@ -221,45 +222,6 @@ namespace AntSK.Pages.ChatPage
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await InvokeAsync(StateHasChanged);
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await _JSRuntime.InvokeVoidAsync("Prism.highlightAll");
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await _JSRuntime.ScrollToBottomAsync("scrollDiv");
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}
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/// <summary>
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/// 历史会话的会话总结
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/// </summary>
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/// <param name="questions"></param>
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/// <returns></returns>
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private async Task<string> HistorySummarize(Apps app, string questions)
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{
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var _kernel = _kernelService.GetKernelByApp(app);
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if (MessageList.Count > 1)
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{
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StringBuilder history = new StringBuilder();
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foreach (var item in MessageList)
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{
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if (item.IsSend)
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{
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history.Append($"user:{item.Context}{Environment.NewLine}");
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}
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else
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{
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history.Append($"assistant:{item.Context}{Environment.NewLine}");
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}
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}
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if (MessageList.Count > 10)
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{
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//历史会话大于10条,进行总结
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var msg = await _kernelService.HistorySummarize(_kernel, questions, history.ToString());
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return msg;
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}
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else
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{
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var msg = $"history:{history.ToString()}{Environment.NewLine} user:{questions}"; ;
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return msg;
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}
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}
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else
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{
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return "";
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}
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}
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}
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}
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}
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@@ -5,6 +5,7 @@ using AntSK.Domain.Repositories;
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using AntSK.Domain.Utils;
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using Microsoft.KernelMemory;
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using Microsoft.SemanticKernel;
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using Microsoft.SemanticKernel.ChatCompletion;
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using Microsoft.SemanticKernel.Connectors.OpenAI;
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using Newtonsoft.Json;
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using System.Text;
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@@ -99,7 +100,7 @@ namespace AntSK.Services.OpenApi
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private async Task SendChatStream(HttpContext HttpContext, OpenAIStreamResult result, Apps app, string msg)
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{
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HttpContext.Response.Headers.Add("Content-Type", "text/event-stream");
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var chatResult = _chatService.SendChatByAppAsync(app, msg, "");
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var chatResult = _chatService.SendChatByAppAsync(app, msg, new ChatHistory());
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await foreach (var content in chatResult)
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{
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result.choices[0].delta.content = content.ConvertToString();
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@@ -154,7 +155,7 @@ namespace AntSK.Services.OpenApi
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private async Task SendKmsStream(HttpContext HttpContext, OpenAIStreamResult result, Apps app, string msg)
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{
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HttpContext.Response.Headers.Add("Content-Type", "text/event-stream");
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var chatResult = _chatService.SendKmsByAppAsync(app, msg,"", "");
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var chatResult = _chatService.SendKmsByAppAsync(app, msg,new ChatHistory(), "");
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int i = 0;
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await foreach (var content in chatResult)
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{
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@@ -1,7 +1,7 @@
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Facts:
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{{$doc}}
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--------------------------
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History:{{$history}}
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History:{{ConversationSummaryPlugin.SummarizeConversation $history}}
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--------------------------
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Question: {{$questions}}
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--------------------------
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@@ -11,7 +11,7 @@
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- 如果Markdown有图片则正常显示
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--------------------------
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历史聊天记录:{{$history}}
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历史聊天记录:{{ConversationSummaryPlugin.SummarizeConversation $history}}
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--------------------------
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用户问题: {{$questions}}
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Reference in New Issue
Block a user