ow

CloudBuilder.AI.Service/AiBookPersonService.auto.cs

@@ -1,61 +0,0 @@
-using CloudBuilder.Core.DatabaseAccessor.Entity;
-using Microsoft.AspNetCore.Authorization;
-using CloudBuilder.Core.DatabaseAccessor;
-using CloudBuilder.AI.Entity;
-using CloudBuilder.AI.Policy;
-using CloudBuilder.AI.SearchCriteria;
-namespace CloudBuilder.AI.Service
-{
-    public class AiBookPersonService : IAiBookPersonService
-    {
-        private readonly IApplicationService service;
-
-        private IRepository<AiBookPersonEntity> repository;
-        public AiBookPersonService(IApplicationService service)
-        {
-            this.service = service;
-            repository = service.GetRepository<IRepository<AiBookPersonEntity>>();
-        }
-
-        [PermissionOperate(name: AIPermissionPolicy.AiBookPerson, operate: Operate.Find)]
-        public AiBookPersonEntity FindByKey(string key)
-        {
-            return repository.DetachedEntities.Where(x => x.Guid == key).FirstOrDefault()!;
-        }
-
-        //[PermissionOperate(name: AIPermissionPolicy.AiBookPerson, operate: Operate.Find)]
-        public dynamic FindBySearchCriteria(AiBookPersonSearchCriteria criteria)
-        {
-            throw new NotImplementedException();
-        }
-
-        //[PermissionOperate(name: AIPermissionPolicy.AiBookPerson, operate: Operate.Print)]
-        public dynamic PrintBySearchCriteria(AiBookPersonSearchCriteria criteria)
-        {
-            throw new NotImplementedException();
-        }
-
-        [PermissionOperate(name: AIPermissionPolicy.AiBookPerson, operate: Operate.Insert)]
-        [UnitOfWork]
-        public AiBookPersonEntity Insert(AiBookPersonEntity data)
-        {
-            throw new NotImplementedException();
-        }
-
-        [PermissionOperate(name: AIPermissionPolicy.AiBookPerson, operate: Operate.Update)]
-        [UnitOfWork]
-        public AiBookPersonEntity Update(AiBookPersonEntity data)
-        {
-            throw new NotImplementedException();
-        }
-
-
-        [PermissionOperate(name: AIPermissionPolicy.AiBookPerson, operate: Operate.Delete)]
-        [UnitOfWork]
-        public void Delete(string key)
-        {
-            var ent= repository.DetachedEntities.Where(x => x.Guid == key).FirstOrDefault()!;
-            if (ent != null) { repository.DeleteNow(ent); }
-        }
-    }
-}

CloudBuilder.AI.Service/AiBookService.auto.cs

@@ -3,7 +3,7 @@ using CloudBuilder.AI.Data;
 using CloudBuilder.AI.Entity;
 using CloudBuilder.AI.Policy;
 using CloudBuilder.AI.SearchCriteria;
-using CloudBuilder.AI.Service.Utility;
+using CloudBuilder.AI.Utility;
 using CloudBuilder.Core.DatabaseAccessor;
 using CloudBuilder.Core.DatabaseAccessor.Entity;
 using CloudBuilder.Core.Service;
@@ -29,7 +29,6 @@ namespace CloudBuilder.AI.Service
 
         private IRepository<AiBookEntity> repository;
 
-        private ChineseNameExtractor chineseNameExtractor;
         public AiBookService(IApplicationService service)
         {
             this.service = service;
@@ -40,7 +39,7 @@ namespace CloudBuilder.AI.Service
         public AiBookData FindByKey(string key)
         {
             AiBookData data = new AiBookData();
-            data.AiBook = repository.DetachedEntities.Where(x => x.Guid == key).FirstOrDefault()!;
+            data.AiBook = repository.DetachedEntities.Where(x => x.BookId == key).FirstOrDefault()!;
 
             if (data.AiBook.FileId > 0)
             {
@@ -129,7 +128,7 @@ namespace CloudBuilder.AI.Service
 
             ISecurityGeneratorNumberService securityGeneratorNumberService = service.ServiceProvider.GetService<ISecurityGeneratorNumberService>()!;
 
-            data.AiBook.Guid = securityGeneratorNumberService.GetNo(AIPrefixPolicy.AI_BOOK, AIPrefixPolicy.GUID, AIPrefixPolicy.AI_BOOK_PREFIX, YesNoPolicy.NO, AIPrefixPolicy.AI_BOOK_GUID_FORMAT);
+            data.AiBook.BookId = securityGeneratorNumberService.GetNo(AIPrefixPolicy.AI_BOOK, AIPrefixPolicy.GUID, AIPrefixPolicy.AI_BOOK_PREFIX, YesNoPolicy.NO, AIPrefixPolicy.AI_BOOK_GUID_FORMAT);
 
             repository.InsertNow(data.AiBook);
 
@@ -144,7 +143,7 @@ namespace CloudBuilder.AI.Service
         [UnitOfWork]
         public AiBookData Update(AiBookData data)
         {
-            AiBookEntity aiBook = repository.DetachedEntities.Where(x => x.Guid == data.AiBook.Guid).FirstOrDefault();
+            AiBookEntity aiBook = repository.DetachedEntities.Where(x => x.BookId == data.AiBook.BookId).FirstOrDefault();
             if (aiBook == null)
             {
                 throw new ValidatedException("记录不存在.");
@@ -164,7 +163,7 @@ namespace CloudBuilder.AI.Service
         [UnitOfWork]
         public void Delete(string key)
         {
-            var ent = repository.DetachedEntities.Where(x => x.Guid == key).FirstOrDefault()!;
+            var ent = repository.DetachedEntities.Where(x => x.BookId == key).FirstOrDefault()!;
             if (ent != null) { repository.DeleteNow(ent); }
         }
 
@@ -203,110 +202,53 @@ namespace CloudBuilder.AI.Service
 
             string context = File.ReadAllText(file, Encoding.GetEncoding(encoding));
 
-            List<AiChapterEntity> aiChapterEntities = chapterSplitter.SplitNovelIntoChapters(context, pattern);
+            List<AiChapterDisplayData> aiChapterEntities = chapterSplitter.SplitNovelIntoChapters(context, pattern);
 
             if (aiChapterEntities == null || aiChapterEntities.Count() == 0) return data;
 
-            aiChapterEntities.ToLookup(x => x.BookGuid = data.AiBook.Guid);
-            aiChapterEntities.ToLookup(x => x.Status = ChapterStatusPolicy.PROCESS);
+            int chapterIndex = 1;
+            foreach (var chapter in aiChapterEntities)
+            {
+                chapter.ChapterId = chapterIndex++;
+                chapter.BookId = data.AiBook.BookId;
+                chapter.Status = ChapterStatusPolicy.PROCESS;
+            }
 
             data.AiChapters = aiChapterEntities.ToArray();
 
             paragraphSplitter.PackParagraphs(data);
 
             IRepository<AiChapterEntity> repositoryAiChapterEntity = repository.GetRepository<IRepository<AiChapterEntity>>();
-            IRepository<AiParagraphEntity> repositoryAiParagraphEntity = repository.GetRepository<IRepository<AiParagraphEntity>>();
 
             IRepository<AiSentenceEntity> repositoryAiSentenceEntity = repository.GetRepository<IRepository<AiSentenceEntity>>();
 
-            AiChapterEntity[] aiChapters = repositoryAiChapterEntity.DetachedEntities.Where(x => x.BookGuid == data.AiBook.Guid).ToArray();
+            AiChapterEntity[] aiChapters = repositoryAiChapterEntity.DetachedEntities.Where(x => x.BookId == data.AiBook.BookId).ToArray();
 
             if (aiChapters != null && aiChapters.Length > 0)
             {
                 foreach (AiChapterEntity aiChapter in aiChapters)
                 {
-                    AiParagraphEntity[] aiParagraphs = repositoryAiParagraphEntity.DetachedEntities.Where(x => x.ChapterGuid == aiChapter.Guid).ToArray();
+                    AiSentenceEntity[] aiSentences = repositoryAiSentenceEntity.DetachedEntities.Where(x => x.ChapterId == aiChapter.ChapterId).ToArray();
 
-                    if (aiParagraphs != null && aiParagraphs.Length > 0)
+                    if (aiSentences != null && aiSentences.Length > 0)
                     {
-                        foreach (AiParagraphEntity aiParagraph in aiParagraphs)
+                        if (aiSentences != null && aiSentences.Length > 0)
                         {
-                            AiSentenceEntity[] aiSentences = repositoryAiSentenceEntity.DetachedEntities.Where(x => x.ParagraphGuid == aiParagraph.Guid).ToArray();
-
-                            if (aiSentences != null && aiSentences.Length > 0)
-                            {
-                                repositoryAiSentenceEntity.DeleteNow(aiSentences);
-                            }
+                            repositoryAiSentenceEntity.DeleteNow(aiSentences);
                         }
-
-                        repositoryAiParagraphEntity.DeleteNow(aiParagraphs);
                     }
-
-
                 }
                 repositoryAiChapterEntity.DeleteNow(aiChapters);
             }
 
             repositoryAiChapterEntity.InsertNow(data.AiChapters);
 
-            if (data.AiParagraphs == null || data.AiParagraphs.Count() == 0) return data;
-
-            repositoryAiParagraphEntity.InsertNow(data.AiParagraphs);
-
             if (data.AiSentences == null || data.AiSentences.Count() == 0) return data;
             repositoryAiSentenceEntity.InsertNow(data.AiSentences);
 
             return FindByKey(key);
         }
 
-        [PermissionOperate(name: AIPermissionPolicy.AiBook, operate: Operate.Update)]
-        [UnitOfWork]
-        public void ExtractNames(string bookGuid)
-        {
-            ExtractNamesByChapterGuid(bookGuid, null);
-        }
-
-        [PermissionOperate(name: AIPermissionPolicy.AiBook, operate: Operate.Update)]
-        [UnitOfWork]
-        public void ExtractNamesByChapterGuid(string bookGuid, string chapterGuid)
-        {
-            if (chineseNameExtractor == null) chineseNameExtractor = new ChineseNameExtractor(service);
-
-            IRepository<AiChapterPersonEntity> repositoryAiChapterPersonEntity = repository.GetRepository<IRepository<AiChapterPersonEntity>>();
-
-            IRepository<AiParagraphViewEntity> repositoryAiParagraphEntity = repository.GetRepository<IRepository<AiParagraphViewEntity>>();
-
-            AiParagraphViewEntity[] paragraphs = repositoryAiParagraphEntity.DetachedEntities.Where(x => x.BookGuid == bookGuid && (string.IsNullOrEmpty(chapterGuid) || x.ChapterGuid == chapterGuid)).ToArray();
-
-            if (paragraphs == null || paragraphs.Length == 0) return;
-
-            List<string> names = new List<string>();
-            List<AiChapterPersonEntity> aiChapterPersonEntities = new List<AiChapterPersonEntity>();
-            AiChapterPersonEntity entity;
-            int orderIndex = 0;
-            foreach (var paragraph in paragraphs)
-            {
-                names = chineseNameExtractor.ExtractNames(paragraph.Content);
-
-                if (names == null || names.Count() == 0) continue;
-
-                orderIndex = 1;
-                foreach (var name in names)
-                {
-                    entity = new AiChapterPersonEntity();
-                    entity.Guid = Guid.NewGuid().ToString();
-                    entity.ChapterGuid = paragraph.ChapterGuid;
-                    entity.ParagraphGuid = paragraph.Guid;
-                    entity.ParagraphIndex = paragraph.ParagraphIndex;
-                    entity.OrderIndex = orderIndex++;
-                    entity.PersonName = name;
-                    aiChapterPersonEntities.Add(entity);
-                }
-            }
-
-            if (aiChapterPersonEntities != null && aiChapterPersonEntities.Count() > 0)
-                repositoryAiChapterPersonEntity.InsertNow(aiChapterPersonEntities);
-        }
 
         [PermissionOperate(name: AIPermissionPolicy.AiBook, operate: Operate.Find)]
         public IActionResult GetTtsStream(string text)

CloudBuilder.AI.Service/AiChapterPersonService.auto.cs

@@ -1,61 +0,0 @@
-using CloudBuilder.Core.DatabaseAccessor.Entity;
-using Microsoft.AspNetCore.Authorization;
-using CloudBuilder.Core.DatabaseAccessor;
-using CloudBuilder.AI.Entity;
-using CloudBuilder.AI.Policy;
-using CloudBuilder.AI.SearchCriteria;
-namespace CloudBuilder.AI.Service
-{
-    public class AiChapterPersonService : IAiChapterPersonService
-    {
-        private readonly IApplicationService service;
-
-        private IRepository<AiChapterPersonEntity> repository;
-        public AiChapterPersonService(IApplicationService service)
-        {
-            this.service = service;
-            repository = service.GetRepository<IRepository<AiChapterPersonEntity>>();
-        }
-
-        [PermissionOperate(name: AIPermissionPolicy.AiChapterPerson, operate: Operate.Find)]
-        public AiChapterPersonEntity FindByKey(string key)
-        {
-            return repository.DetachedEntities.Where(x => x.Guid == key).FirstOrDefault()!;
-        }
-
-        //[PermissionOperate(name: AIPermissionPolicy.AiChapterPerson, operate: Operate.Find)]
-        public dynamic FindBySearchCriteria(AiChapterPersonSearchCriteria criteria)
-        {
-            throw new NotImplementedException();
-        }
-
-        //[PermissionOperate(name: AIPermissionPolicy.AiChapterPerson, operate: Operate.Print)]
-        public dynamic PrintBySearchCriteria(AiChapterPersonSearchCriteria criteria)
-        {
-            throw new NotImplementedException();
-        }
-
-        [PermissionOperate(name: AIPermissionPolicy.AiChapterPerson, operate: Operate.Insert)]
-        [UnitOfWork]
-        public AiChapterPersonEntity Insert(AiChapterPersonEntity data)
-        {
-            throw new NotImplementedException();
-        }
-
-        [PermissionOperate(name: AIPermissionPolicy.AiChapterPerson, operate: Operate.Update)]
-        [UnitOfWork]
-        public AiChapterPersonEntity Update(AiChapterPersonEntity data)
-        {
-            throw new NotImplementedException();
-        }
-
-
-        [PermissionOperate(name: AIPermissionPolicy.AiChapterPerson, operate: Operate.Delete)]
-        [UnitOfWork]
-        public void Delete(string key)
-        {
-            var ent= repository.DetachedEntities.Where(x => x.Guid == key).FirstOrDefault()!;
-            if (ent != null) { repository.DeleteNow(ent); }
-        }
-    }
-}

CloudBuilder.AI.Service/AiChapterService.auto.cs

@@ -20,20 +20,9 @@ namespace CloudBuilder.AI.Service
         }
 
         [PermissionOperate(name: AIPermissionPolicy.AiBook, operate: Operate.Find)]
-        public AiChapterEntity FindByKey(string key)
+        public AiChapterEntity FindByKey(AiChapterEntityKey key)
         {
-            return repository.DetachedEntities.Where(x => x.Guid == key).FirstOrDefault()!;
-        }
-
-        [PermissionOperate(name: AIPermissionPolicy.AiBook, operate: Operate.Find)]
-        public AiChapterEntity[] FindByTitle(string title)
-        {
-
-            IRepository<AiBookEntity> repositoryAiBookEntity = repository.GetRepository<IRepository<AiBookEntity>>();
-            AiBookEntity aiBookEntity = repositoryAiBookEntity.DetachedEntities.Where(x => x.Title == title).FirstOrDefault()!;
-            if (aiBookEntity == null) return null;
-
-            return repository.DetachedEntities.Where(x => x.BookGuid == aiBookEntity.Guid).ToArray();
+            return repository.DetachedEntities.Where(x => x.ChapterId == key.ChapterId && x.BookId == key.BookId).FirstOrDefault()!;
         }
 
         [PermissionOperate(name: AIPermissionPolicy.AiBook, operate: Operate.Find)]
@@ -73,7 +62,7 @@ namespace CloudBuilder.AI.Service
 
             data.Limit = criteria.limit;
             data.Page = criteria.page;
-            data.Datas = list.OrderBy(x=>x.ChapterIndex).ToArray();
+            data.Datas = list.OrderBy(x => x.ChapterId).ToArray();
             data.Total = count;
             //data.Sql = sql;
             data.ErrorMessage = err;
@@ -103,9 +92,9 @@ namespace CloudBuilder.AI.Service
 
         [PermissionOperate(name: AIPermissionPolicy.AiBook, operate: Operate.Delete)]
         [UnitOfWork]
-        public void Delete(string key)
+        public void Delete(AiChapterEntityKey key)
         {
-            var ent = repository.DetachedEntities.Where(x => x.Guid == key).FirstOrDefault()!;
+            var ent = repository.DetachedEntities.Where(x => x.ChapterId == key.ChapterId && x.BookId == key.BookId).FirstOrDefault()!;
             if (ent != null) { repository.DeleteNow(ent); }
         }
     }

CloudBuilder.AI.Service/AiParagraphService.auto.cs

@@ -1,68 +0,0 @@
-using CloudBuilder.Core.DatabaseAccessor.Entity;
-using Microsoft.AspNetCore.Authorization;
-using CloudBuilder.Core.DatabaseAccessor;
-using CloudBuilder.AI.Entity;
-using CloudBuilder.AI.Policy;
-using CloudBuilder.AI.SearchCriteria;
-namespace CloudBuilder.AI.Service
-{
-    public class AiParagraphService : IAiParagraphService
-    {
-        private readonly IApplicationService service;
-
-        private IRepository<AiParagraphEntity> repository;
-        public AiParagraphService(IApplicationService service)
-        {
-            this.service = service;
-            repository = service.GetRepository<IRepository<AiParagraphEntity>>();
-        }
-
-        [PermissionOperate(name: AIPermissionPolicy.AiParagraph, operate: Operate.Find)]
-        public AiParagraphEntity FindByKey(string key)
-        {
-            return repository.DetachedEntities.Where(x => x.Guid == key).FirstOrDefault()!;
-        }
-
-        //[PermissionOperate(name: AIPermissionPolicy.AiParagraph, operate: Operate.Find)]
-        public dynamic FindBySearchCriteria(AiParagraphSearchCriteria criteria)
-        {
-            throw new NotImplementedException();
-        }
-
-        //[PermissionOperate(name: AIPermissionPolicy.AiParagraph, operate: Operate.Print)]
-        public dynamic PrintBySearchCriteria(AiParagraphSearchCriteria criteria)
-        {
-            throw new NotImplementedException();
-        }
-
-        [PermissionOperate(name: AIPermissionPolicy.AiParagraph, operate: Operate.Insert)]
-        [UnitOfWork]
-        public AiParagraphEntity Insert(AiParagraphEntity data)
-        {
-            throw new NotImplementedException();
-        }
-
-        [PermissionOperate(name: AIPermissionPolicy.AiParagraph, operate: Operate.Insert)]
-        [UnitOfWork]
-        public void Inserts(AiParagraphEntity[] datas)
-        {
-            repository.InsertNow(datas);
-        }
-
-        [PermissionOperate(name: AIPermissionPolicy.AiParagraph, operate: Operate.Update)]
-        [UnitOfWork]
-        public AiParagraphEntity Update(AiParagraphEntity data)
-        {
-            throw new NotImplementedException();
-        }
-
-
-        [PermissionOperate(name: AIPermissionPolicy.AiParagraph, operate: Operate.Delete)]
-        [UnitOfWork]
-        public void Delete(string key)
-        {
-            var ent= repository.DetachedEntities.Where(x => x.Guid == key).FirstOrDefault()!;
-            if (ent != null) { repository.DeleteNow(ent); }
-        }
-    }
-}

CloudBuilder.AI.Service/AiSentenceService.auto.cs

@@ -22,18 +22,18 @@ namespace CloudBuilder.AI.Service
         }
 
         [PermissionOperate(name: AIPermissionPolicy.AiBook, operate: Operate.Find)]
-        public AiSentenceEntity FindByKey(string key)
+        public AiSentenceEntity FindByKey(long key)
         {
-            return repository.DetachedEntities.Where(x => x.Guid == key).FirstOrDefault()!;
+            return repository.DetachedEntities.Where(x => x.SentenceId == key).FirstOrDefault()!;
         }
 
 
         [PermissionOperate(name: AIPermissionPolicy.AiBook, operate: Operate.Find)]
-        public AiSentenceViewEntity[] FindByChapterGuid(string chapterGuid)
+        public AiSentenceViewEntity[] FindByChapterId(long chapterId)
         {
             IRepository<AiSentenceViewEntity> repositoryAiSentenceViewEntity = repository.GetRepository<IRepository<AiSentenceViewEntity>>();
 
-            return repositoryAiSentenceViewEntity.DetachedEntities.Where(x => x.ChapterGuid == chapterGuid).OrderBy(x => x.ParagraphIndex).ThenBy(x=>x.SentenceIndex).ToArray();
+            return repositoryAiSentenceViewEntity.DetachedEntities.Where(x => x.ChapterId == chapterId).OrderBy(x => x.ParagraphId).ThenBy(x=>x.SentenceIndex).ToArray();
         }
 
         [PermissionOperate(name: AIPermissionPolicy.AiBook, operate: Operate.Find)]
@@ -111,9 +111,9 @@ namespace CloudBuilder.AI.Service
 
         [PermissionOperate(name: AIPermissionPolicy.AiBook, operate: Operate.Delete)]
         [UnitOfWork]
-        public void Delete(string key)
+        public void Delete(long key)
         {
-            var ent = repository.DetachedEntities.Where(x => x.Guid == key).FirstOrDefault()!;
+            var ent = repository.DetachedEntities.Where(x => x.SentenceId == key).FirstOrDefault()!;
             if (ent != null) { repository.DeleteNow(ent); }
         }
     }

CloudBuilder.AI.Service/CloudBuilder.AI.Service.csproj

@@ -22,10 +22,6 @@
 		<PackageReference Include="Microsoft.Extensions.DependencyInjection" Version="8.0.0" />
 		<PackageReference Include="Microsoft.Extensions.DependencyInjection.Abstractions" Version="8.0.0" />
 		<PackageReference Include="Microsoft.Extensions.DependencyModel" Version="8.0.0" />
-		<PackageReference Include="Microsoft.ML" Version="5.0.0" />
-		<PackageReference Include="Microsoft.ML.OnnxRuntime" Version="1.26.0" />
-		<PackageReference Include="Microsoft.ML.OnnxTransformer" Version="5.0.0" />
-		<PackageReference Include="NAudio.Core" Version="2.3.0" />
 	</ItemGroup>
 	
 	<ItemGroup>
@@ -39,6 +35,10 @@
 		  <HintPath>..\CloudBuilder.Security\bin\Debug\net8.0\CloudBuilder.Security.dll</HintPath>
 		</Reference>
 	</ItemGroup>
+	
+	<ItemGroup>
+	  <Folder Include="Utility\" />
+	</ItemGroup>
 
 	<Target Name="PostBuild" AfterTargets="PostBuildEvent">
 		<Exec Command="D:\MAFAI\CodeGenerator\CodeGenerator\bin\Debug\net8.0-windows\CodeGenerator.exe $(TargetPath)" />

CloudBuilder.AI.Service/Utility/ChapterSplitter.cs

@@ -1,154 +0,0 @@
-using CloudBuilder.AI.Entity;
-using System;
-using System.Collections.Generic;
-using System.Linq;
-using System.Text;
-using System.Text.RegularExpressions;
-using System.Threading.Tasks;
-
-namespace CloudBuilder.AI.Service.Utility
-{
-    /// <summary>
-    /// 章节分割器
-    /// 不同的小说有自己的分割方法，可以传入参数
-    /// </summary>
-    public class ChapterSplitter
-    {
-        public ChapterSplitter()
-        {
-
-        }
-        /// <summary>
-        /// 按章节分割小说文本
-        /// </summary>
-        public List<AiChapterEntity> SplitNovelIntoChapters(string novelText, string chapterPatterns)
-        {
-            var chapters = new List<AiChapterEntity>();
-            var lines = novelText.Split(new[] { '\r', '\n' }, StringSplitOptions.RemoveEmptyEntries);
-            var currentAiChapterEntity = new StringBuilder();
-            var currentAiChapterEntityTitle = "未命名章节";
-            var chapterCount = 1;
-
-            foreach (var line in lines)
-            {
-                // 检查是否是章节标题
-                if (IsChapterTitle(line, chapterPatterns))
-                {
-                    // 如果当前章节有内容，则保存
-                    if (currentAiChapterEntity.Length > 0)
-                    {
-                        chapters.Add(new AiChapterEntity
-                        {
-                            Title = currentAiChapterEntityTitle,
-                            Guid = Guid.NewGuid().ToString(),
-                            Content = currentAiChapterEntity.ToString(),
-                            ChapterIndex = chapterCount
-                        });
-                        currentAiChapterEntity.Clear();
-                        chapterCount++;
-                    }
-
-                    // 更新章节标题
-                    currentAiChapterEntityTitle = line.Trim();
-                    // 添加章节标题
-                    currentAiChapterEntity.AppendLine(line.Trim());
-                    // 添加一个空行作为分隔，确保章节标题和正文内容分离
-                    currentAiChapterEntity.AppendLine();
-                }
-                else
-                {
-                    // 添加到当前章节，确保每行独立
-                    currentAiChapterEntity.AppendLine(line);
-                }
-            }
-
-            // 添加最后一个章节
-            if (currentAiChapterEntity.Length > 0)
-            {
-                chapters.Add(new AiChapterEntity
-                {
-                    Title = currentAiChapterEntityTitle,
-                    Content = currentAiChapterEntity.ToString(),
-                    Guid = Guid.NewGuid().ToString(),
-                    ChapterIndex = chapterCount
-                });
-            }
-
-            return chapters;
-        }
-
-        /// <summary>
-        /// 检查是否为章节标题
-        /// </summary>
-        private bool IsChapterTitle(string line, string cptPattern)
-        {
-            // 去除首尾空白字符
-            var trimmedLine = line.Trim();
-
-            // 常见的章节标题模式
-            var chapterPatterns = new[]
-            {
-                @"^第\s*[\u4e00-\u9fa50-9]+\s*章",  // 第X章, 第XX章等
-                @"^第\s*[0-9]+\s*章",               // 第1章, 第2章等
-            };
-
-            if (!string.IsNullOrEmpty(cptPattern))
-            {
-                Array.Resize(ref chapterPatterns, chapterPatterns.Length + 1);
-                chapterPatterns[chapterPatterns.Length - 1] = cptPattern;
-            }
-
-            foreach (var pattern in chapterPatterns)
-            {
-                if (Regex.IsMatch(trimmedLine, pattern, RegexOptions.IgnoreCase))
-                {
-                    //第一章内容说明了什么，请描述一下：
-                    if (trimmedLine.Length > 20) return false;
-                    return true;
-                }
-            }
-
-            return false;
-        }
-
-        /// <summary>
-        /// 保存章节到单独的文件
-        /// </summary>
-        public void SaveChaptersToFiles(List<AiChapterEntity> chapters, string outputDirectory)
-        {
-            // 确保输出目录存在
-            if (!Directory.Exists(outputDirectory))
-            {
-                Directory.CreateDirectory(outputDirectory);
-            }
-
-            foreach (var chapter in chapters)
-            {
-                // 使用章节标题作为文件名，清理非法字符
-                var fileName = CleanFileName(chapter.Title) + ".txt";
-                var filePath = Path.Combine(outputDirectory, fileName);
-                File.WriteAllText(filePath, chapter.Content, Encoding.UTF8);
-            }
-        }
-
-        /// <summary>
-        /// 清理文件名中的非法字符
-        /// </summary>
-        private string CleanFileName(string fileName)
-        {
-            var invalidChars = Path.GetInvalidFileNameChars();
-            foreach (var invalidChar in invalidChars)
-            {
-                fileName = fileName.Replace(invalidChar, '_');
-            }
-
-            // 限制文件名长度
-            if (fileName.Length > 100)
-            {
-                fileName = fileName.Substring(0, 100);
-            }
-
-            return fileName;
-        }
-    }
-}

CloudBuilder.AI.Service/Utility/ChineseNameExtractor.cs

@@ -1,361 +0,0 @@
-using CloudBuilder.Core.DatabaseAccessor.Entity;
-using CloudBuilder.Core.Service;
-using Microsoft.ML;
-using Microsoft.ML.Data;
-using Microsoft.ML.Transforms.Onnx;
-using System;
-using System.Collections.Generic;
-using System.IO;
-using System.Linq;
-
-namespace CloudBuilder.AI.Service.Utility
-{
-    /// <summary>
-    /// 基于 ONNX 模型的命名实体识别器，支持提取人名及人物角色（人名+职位）。
-    /// </summary>
-    public class ChineseNameExtractor
-    {
-        private BertChineseTokenizer tokenizer;
-        private OnnxScoringEstimator pipeline;
-        private PredictionEngine<NerInput, NerOutput> engine;
-
-        /// <summary>
-        /// 开启后会将每个 token 的预测标签及置信度输出到控制台，方便调试。
-        /// </summary>
-        public bool DebugMode { get; set; } = false;
-
-        public ChineseNameExtractor(IApplicationService service)
-        {
-            InitMLContext(service);
-        }
-
-        private void InitMLContext(IApplicationService service)
-        {
-            var mlContext = new MLContext();
-            string modelDir = service.Configuration["FileServiceSettings:OnnxDirectory"];
-            string modelPath = Path.Combine(modelDir, "model.onnx");
-            string vocabPath = Path.Combine(modelDir, "vocab.txt");
-
-            if (!File.Exists(modelPath) || !File.Exists(vocabPath))
-                throw new Exception("请确保 model.onnx 和 vocab.txt 在指定目录下。");
-
-            tokenizer = new BertChineseTokenizer(vocabPath);
-
-            var shapeDictionary = new Dictionary<string, int[]>
-            {
-                { "input_ids", new[] { 1, 128 } },
-                { "attention_mask", new[] { 1, 128 } },
-                { "token_type_ids", new[] { 1, 128 } },
-                { "logits", new[] { 1, 128, tokenizer.LabelCount } }
-            };
-
-            var emptyData = mlContext.Data.LoadFromEnumerable(new List<NerInput>());
-            pipeline = mlContext.Transforms.ApplyOnnxModel(
-                modelFile: modelPath,
-                inputColumnNames: new[] { "input_ids", "attention_mask", "token_type_ids" },
-                outputColumnNames: new[] { "logits" },
-                shapeDictionary: shapeDictionary,
-                gpuDeviceId: null,
-                fallbackToCpu: true
-            );
-
-            var transformer = pipeline.Fit(emptyData);
-            engine = mlContext.Model.CreatePredictionEngine<NerInput, NerOutput>(transformer);
-        }
-
-        /// <summary>
-        /// 提取纯人名（标签为 B-PER / I-PER 的连续实体）。
-        /// </summary>
-        public List<string> ExtractNames(string text)
-        {
-            return ExtractPersonEntities(text, onlyPureName: true);
-        }
-
-        /// <summary>
-        /// 提取人物角色（人名 + 紧接其后的职位，例如“岳堂主”、“张经理”等）。
-        /// </summary>
-        public List<string> ExtractPersonRoles(string text)
-        {
-            return ExtractPersonEntities(text, onlyPureName: false);
-        }
-
-        /// <summary>
-        /// 核心实体提取方法，支持合并人名与其后的职位标签。
-        /// </summary>
-        /// <param name="text">输入文本</param>
-        /// <param name="onlyPureName">true 只提取纯人名；false 提取人名+职位复合实体</param>
-        private List<string> ExtractPersonEntities(string text, bool onlyPureName)
-        {
-            var tokenized = tokenizer.Tokenize(text);
-            var input = new NerInput
-            {
-                InputIds = tokenized.InputIds,
-                AttentionMask = tokenized.AttentionMask,
-                TokenTypeIds = tokenized.TokenTypeIds
-            };
-
-            var prediction = engine.Predict(input);
-            var idToLabel = tokenizer.IdToLabel;
-            int seqLen = 128;
-            int numLabels = idToLabel.Length;
-
-            var entities = new List<string>();
-            string currentEntity = "";
-            bool insideEntity = false;
-            bool isPersonEntity = false;   // 当前实体是否以 B-PER 开始
-
-            for (int i = 0; i < seqLen; i++)
-            {
-                if (tokenized.AttentionMask[i] == 0) continue;   // 跳过 padding
-
-                // 找到当前 token 的预测标签
-                int startIdx = i * numLabels;
-                float maxVal = float.MinValue;
-                int maxIdx = 0;
-                for (int j = 0; j < numLabels; j++)
-                {
-                    float val = prediction.Logits[startIdx + j];
-                    if (val > maxVal)
-                    {
-                        maxVal = val;
-                        maxIdx = j;
-                    }
-                }
-
-                string label = idToLabel[maxIdx];
-                string token = tokenized.Tokens[i];
-
-                if (DebugMode)
-                    Console.WriteLine($"{token} -> {label} (置信度: {maxVal:F3})");
-
-                // 判断当前标签类型
-                bool isPerStart = label == "B-PER";
-                bool isPerInside = label == "I-PER";
-                bool isPositionStart = label == "B-POSITION";
-                bool isPositionInside = label == "I-POSITION";
-
-                // ---- 仅提取纯人名的逻辑 ----
-                if (onlyPureName)
-                {
-                    if (isPerStart)
-                    {
-                        if (insideEntity && currentEntity.Length > 0) entities.Add(currentEntity);
-                        currentEntity = token;
-                        insideEntity = true;
-                        isPersonEntity = true;
-                    }
-                    else if (isPerInside && insideEntity && isPersonEntity)
-                    {
-                        currentEntity += token;
-                    }
-                    else
-                    {
-                        if (insideEntity && currentEntity.Length > 0)
-                        {
-                            entities.Add(currentEntity);
-                            currentEntity = "";
-                            insideEntity = false;
-                            isPersonEntity = false;
-                        }
-                    }
-                    continue;
-                }
-
-                // ---- 提取人物角色（人名+职位）的逻辑 ----
-                if (isPerStart)
-                {
-                    // 无论之前是否有未结束的实体，都结束之前的，并开始一个新的人名
-                    if (insideEntity && currentEntity.Length > 0)
-                        entities.Add(currentEntity);
-
-                    currentEntity = token;
-                    insideEntity = true;
-                    isPersonEntity = true;
-                }
-                else if (isPositionStart)
-                {
-                    if (insideEntity && isPersonEntity)
-                    {
-                        // 当前正在收集人名，且遇到 B-POSITION，则合并职位
-                        currentEntity += token;
-                        // 保持 isPersonEntity = true 不变，这样后续的 I-POSITION 也能继续合并
-                    }
-                    else
-                    {
-                        // 不在人名内部，则视作新实体（提取单独的职位，如“堂主”）
-                        if (insideEntity && currentEntity.Length > 0)
-                            entities.Add(currentEntity);
-                        currentEntity = token;
-                        insideEntity = true;
-                        isPersonEntity = false;   // 标记为纯职位实体
-                    }
-                }
-                else if ((isPerInside || isPositionInside) && insideEntity)
-                {
-                    // 无论是 I-PER 还是 I-POSITION，只要在实体内部都追加
-                    currentEntity += token;
-                }
-                else
-                {
-                    // 遇到其他标签（O 或其他 B- 开头），结束当前实体
-                    if (insideEntity && currentEntity.Length > 0)
-                    {
-                        entities.Add(currentEntity);
-                        currentEntity = "";
-                        insideEntity = false;
-                        isPersonEntity = false;
-                    }
-                    // 注意：不处理非目标标签本身，因为它们不属于角色
-                }
-            }
-
-            // 收尾最后一个实体
-            if (insideEntity && currentEntity.Length > 0)
-                entities.Add(currentEntity);
-
-            return entities;
-        }
-    }
-
-    // ==================== 数据模型 ====================
-    public class NerInput
-    {
-        [VectorType(1, 128)]
-        [ColumnName("input_ids")]
-        public long[] InputIds { get; set; }
-
-        [VectorType(1, 128)]
-        [ColumnName("attention_mask")]
-        public long[] AttentionMask { get; set; }
-
-        [VectorType(1, 128)]
-        [ColumnName("token_type_ids")]
-        public long[] TokenTypeIds { get; set; }
-    }
-
-    public class NerOutput
-    {
-        [VectorType(1, 128, 29)]   // 维度需与模型输出一致
-        [ColumnName("logits")]
-        public float[] Logits { get; set; }
-    }
-
-    // ==================== 分词器 ====================
-    public class BertChineseTokenizer
-    {
-        private readonly Dictionary<string, int> _tokenToId;
-
-        /// <summary>
-        /// 标签映射，务必与模型训练时的标签顺序一致。
-        /// </summary>
-        public readonly string[] IdToLabel;
-        public int LabelCount => IdToLabel.Length;
-
-        public BertChineseTokenizer(string vocabPath, int maxSeqLength = 128)
-        {
-            _tokenToId = new Dictionary<string, int>();
-            var lines = File.ReadAllLines(vocabPath);
-            for (int i = 0; i < lines.Length; i++)
-                _tokenToId[lines[i]] = i;
-
-            // 请根据实际模型输出维度调整此数组！
-            // 下面的顺序仅为示例，必须与模型 logits 第2维一一对应。
-            IdToLabel = new string[] {
-                "O",            // 0
-                "B-ORG",        // 1
-                "I-ORG",        // 2
-                "B-PER",        // 3
-                "I-PER",        // 4
-                "B-TIME",       // 5
-                "I-TIME",       // 6
-                "B-LOC",        // 7
-                "I-LOC",        // 8
-                "B-POSITION",   // 9
-                "I-POSITION",   // 10
-                "B-COMPANY",    // 11
-                "I-COMPANY",    // 12
-                "B-GAME",       // 13
-                "I-GAME",       // 14
-                "B-GOVERNMENT", // 15
-                "I-GOVERNMENT", // 16
-                "B-SCENE",      // 17
-                "I-SCENE",      // 18
-                "B-SUBJECT",    // 19
-                "I-SUBJECT",    // 20
-                "B-CREATION",   // 21
-                "I-CREATION",   // 22
-                "B-FOOD",       // 23
-                "I-FOOD",       // 24
-                "B-MOVIE",      // 25
-                "I-MOVIE",      // 26
-                "[CLS]",        // 27   （如果模型没有这些特殊标签，请删除）
-                "[SEP]"         // 28
-            };
-        }
-
-        public TokenizedResult Tokenize(string text)
-        {
-            const int maxLen = 128;
-            var inputIds = new long[maxLen];
-            var attentionMask = new long[maxLen];
-            var tokenTypeIds = new long[maxLen];
-            var tokens = new string[maxLen];
-
-            var chars = text.ToCharArray();
-            int charIndex = 0;
-
-            for (int i = 0; i < maxLen; i++)
-            {
-                if (i == 0)
-                {
-                    inputIds[i] = 101;
-                    tokens[i] = "[CLS]";
-                }
-                else if (i == chars.Length + 1)
-                {
-                    inputIds[i] = 102;
-                    tokens[i] = "[SEP]";
-                }
-                else if (i > chars.Length + 1)
-                {
-                    inputIds[i] = 0;
-                    tokens[i] = "[PAD]";
-                }
-                else
-                {
-                    string c = chars[charIndex].ToString();
-                    charIndex++;
-                    if (_tokenToId.TryGetValue(c, out int id))
-                    {
-                        inputIds[i] = id;
-                        tokens[i] = c;
-                    }
-                    else
-                    {
-                        inputIds[i] = _tokenToId["[UNK]"];
-                        tokens[i] = "[UNK]";
-                    }
-                }
-
-                attentionMask[i] = (i <= chars.Length + 1) ? 1 : 0;
-                tokenTypeIds[i] = 0;
-            }
-
-            return new TokenizedResult
-            {
-                InputIds = inputIds,
-                AttentionMask = attentionMask,
-                TokenTypeIds = tokenTypeIds,
-                Tokens = tokens
-            };
-        }
-    }
-
-    public class TokenizedResult
-    {
-        public long[] InputIds { get; set; }
-        public long[] AttentionMask { get; set; }
-        public long[] TokenTypeIds { get; set; }
-        public string[] Tokens { get; set; }
-    }
-}

CloudBuilder.AI.Service/Utility/ParagraphSplitter.cs

@@ -1,88 +0,0 @@
-using CloudBuilder.AI.Data;
-using CloudBuilder.AI.Entity;
-using DocumentFormat.OpenXml.Spreadsheet;
-using System;
-using System.Collections.Generic;
-using System.Linq;
-using System.Text;
-using System.Threading.Tasks;
-
-namespace CloudBuilder.AI.Service.Utility
-{
-    public class ParagraphSplitter
-    {
-        public ParagraphSplitter()
-        {
-        }
-        public void PackParagraphs(AiBookData data)
-        {
-            if (data.AiChapters == null || data.AiChapters.Length == 0) return;
-
-            var paragraphs = new List<AiParagraphEntity>();
-            var sentences = new List<AiSentenceEntity>();
-
-            foreach (AiChapterEntity aiChapterEntity in data.AiChapters)
-            {
-                SplitChapterIntoParagraphs(data, aiChapterEntity);
-                if (data.AiParagraphs != null && data.AiParagraphs.Length > 0)
-                    paragraphs.AddRange(data.AiParagraphs);
-                if (data.AiSentences != null && data.AiSentences.Length > 0)
-                    sentences.AddRange(data.AiSentences);
-            }
-            data.AiParagraphs = paragraphs.ToArray();
-            data.AiSentences = sentences.ToArray();
-        }
-
-        public AiBookData SplitChapterIntoParagraphs(AiBookData data, AiChapterEntity aiChapter)
-        {
-            data.AiParagraphs = null;
-            data.AiSentences = null;
-
-            var paragraphs = new List<AiParagraphEntity>();
-            var sentences = new List<AiSentenceEntity>();
-            var temps = new List<AiSentenceEntity>();
-
-            if (string.IsNullOrWhiteSpace(aiChapter.Content)) return data;
-
-            // 按换行拆分段落（过滤空段落）
-            var paragraphTexts = aiChapter.Content.Split("\r\n")
-                .Select(p => p.Trim())
-                .Where(p => !string.IsNullOrWhiteSpace(p))
-                .ToList();
-
-            SentenceSplitter sentenceSplitter = new SentenceSplitter();
-
-            AiParagraphEntity aiParagraph;
-            int index = 1;
-
-            foreach (var text in paragraphTexts)
-            {
-                if (!ValidText(text)) continue;
-
-                aiParagraph = new AiParagraphEntity();
-                aiParagraph.Content = text;
-                aiParagraph.ChapterGuid = aiChapter.Guid;
-                aiParagraph.Guid = Guid.NewGuid().ToString();
-                aiParagraph.ParagraphIndex = index++;
-                aiParagraph.DialogueIndc = sentenceSplitter.IsDialogue(text) ? YesNoPolicy.YES : YesNoPolicy.NO;
-                paragraphs.Add(aiParagraph);
-
-                temps = sentenceSplitter.SplitByConfigurableQuotes(aiParagraph);
-
-                if (temps != null && temps.Count() > 0) sentences.AddRange(temps);
-            }
-
-            data.AiParagraphs = paragraphs.ToArray();
-            data.AiSentences = sentences.ToArray();
-
-            return data;
-        }
-
-        private bool ValidText(string text)
-        {
-            if (string.IsNullOrWhiteSpace(text.Trim())) return false;
-
-            return true;
-        }
-    }
-}

CloudBuilder.AI.Service/Utility/SentenceSplitter.cs

@@ -1,197 +0,0 @@
-using CloudBuilder.AI.Entity;
-using System;
-using System.Collections.Generic;
-using System.Linq;
-using System.Text;
-using System.Text.RegularExpressions;
-using System.Threading.Tasks;
-
-namespace CloudBuilder.AI.Service.Utility
-{
-    /// <summary>
-    /// 智能句子分割器
-    /// </summary>
-    public class SentenceSplitter
-    {
-        // 成对引号配置数组（可自由扩展，格式：[左引号, 右引号]）
-        private readonly List<(string LeftQuote, string RightQuote)> _quotePairs;
-        // 动态生成的正则表达式（匹配所有配置的引号类型）
-        private Regex _dynamicQuotePattern;
-        // 引号内必须包含的结尾标点集合
-        private readonly string _endPunctuations = "？！。，；：、……～·";
-
-        /// <summary>
-        /// 默认构造函数：初始化常用成对引号（中文、英文、直角引号）
-        /// </summary>
-        public SentenceSplitter()
-        {
-            _quotePairs = new List<(string, string)>
-        {
-            ("“", "”"),    // 中文弯引号
-            ("\"", "\""),  // 英文双引号（需转义）
-            ("〝", "〞"),   // 中文直角引号
-            ("「", "」")    // 中文方头引号（可选扩展）
-        };
-            InitDynamicRegex();
-        }
-
-        /// <summary>
-        /// 自定义构造函数：允许外部传入任意成对引号配置
-        /// </summary>
-        /// <param name="customQuotePairs">自定义成对引号列表</param>
-        public SentenceSplitter(List<(string LeftQuote, string RightQuote)> customQuotePairs)
-        {
-            _quotePairs = customQuotePairs ?? new List<(string, string)>();
-            InitDynamicRegex();
-        }
-
-        /// <summary>
-        /// 初始化动态正则：根据配置的成对引号生成匹配规则
-        /// </summary>
-        private void InitDynamicRegex()
-        {
-            if (_quotePairs.Count == 0)
-            {
-                // 空配置时生成空正则，避免匹配任何内容
-                _dynamicQuotePattern = new Regex(@"^$", RegexOptions.Compiled);
-                return;
-            }
-
-            // 步骤1：转义所有引号（避免正则特殊字符冲突），拼接左/右引号匹配组
-            string escapedLeftQuotes = string.Join("|", _quotePairs.Select(p => Regex.Escape(p.LeftQuote)));
-            string escapedRightQuotes = string.Join("|", _quotePairs.Select(p => Regex.Escape(p.RightQuote)));
-            // 步骤2：转义标点集合，避免正则解析错误
-            string escapedPunctuations = Regex.Escape(_endPunctuations);
-
-            // 步骤3：构建动态正则表达式
-            // 分组说明：
-            // ?<left>：匹配配置的任意左引号
-            // ?<content>：匹配引号内的内容（必须以指定标点结尾）
-            // ?<right>：匹配配置的任意右引号
-            string regexPattern = $@"(?<left>{escapedLeftQuotes})(?<content>.+?[{escapedPunctuations}])(?<right>{escapedRightQuotes})";
-            _dynamicQuotePattern = new Regex(regexPattern, RegexOptions.Compiled | RegexOptions.Singleline);
-        }
-
-        /// <summary>
-        /// 核心分割方法：按配置的成对引号分割文本，结果无引号字符
-        /// </summary>
-        /// <param name="input">待分割的文本（如：“其他标点符号，如？”紫茜的秀目 或 "其他标点符号，如？"紫茜的秀目）</param>
-        /// <returns>分割后的纯文本列表</returns>
-        public List<AiSentenceEntity> SplitByConfigurableQuotes(AiParagraphEntity aiParagraphEntity)
-        {
-            AiSentenceEntity aiSentence;
-            int sentenceIndex = 1;
-            // 空值/空白校验
-            if (string.IsNullOrWhiteSpace(aiParagraphEntity.Content))
-            {
-                return new List<AiSentenceEntity>();
-            }
-
-            List<AiSentenceEntity> result = new List<AiSentenceEntity>();
-            string remainingText = aiParagraphEntity.Content.Trim();
-            int lastMatchEnd = 0;
-
-            // 遍历所有匹配的「引号+内容+标点+引号」文本块
-            foreach (Match match in _dynamicQuotePattern.Matches(remainingText))
-            {
-                // 1. 提取匹配的左/右引号，校验是否为成对配置
-                string matchedLeft = match.Groups["left"].Value;
-                string matchedRight = match.Groups["right"].Value;
-                bool isPairMatched = _quotePairs.Any(p => p.LeftQuote == matchedLeft && p.RightQuote == matchedRight);
-                if (!isPairMatched)
-                {
-                    continue; // 非成对引号，跳过该匹配（避免“xxx"这类混合匹配）
-                }
-
-                // 2. 提取引号前的文本（过滤空值）
-                string prefixText = remainingText.Substring(lastMatchEnd, match.Index - lastMatchEnd).Trim();
-                if (!string.IsNullOrEmpty(prefixText))
-                {
-                    aiSentence = new AiSentenceEntity();
-                    aiSentence.Guid = Guid.NewGuid().ToString();
-                    aiSentence.Content = prefixText;
-                    aiSentence.DialogueIndc = YesNoPolicy.NO;
-                    aiSentence.SentenceIndex = sentenceIndex++;
-                    aiSentence.ParagraphGuid = aiParagraphEntity.Guid;
-                    aiSentence.Status = "G";
-                    //D-【待确认对话】p-【待确认人物】A-【等待分配角色】G-【生成中】C-【完成】
-                    result.Add(aiSentence);
-                }
-
-                // 3. 提取引号内的纯内容（无引号字符）
-                string quotedContent = match.Groups["content"].Value.Trim();
-                if (!string.IsNullOrEmpty(quotedContent))
-                {
-                    aiSentence = new AiSentenceEntity();
-                    aiSentence.Guid = Guid.NewGuid().ToString();
-                    aiSentence.Content = quotedContent;
-                    aiSentence.DialogueIndc = YesNoPolicy.YES;
-                    aiSentence.SentenceIndex = sentenceIndex++;
-                    aiSentence.ParagraphGuid = aiParagraphEntity.Guid;
-                    aiSentence.Status = "P";
-                    //D-【待确认对话】p-【待确认人物】A-【等待分配角色】G-【生成中】C-【完成】
-                    result.Add(aiSentence);
-                }
-
-                // 更新最后匹配位置
-                lastMatchEnd = match.Index + match.Length;
-            }
-
-            // 4. 提取最后一个匹配项后的剩余文本
-            string suffixText = remainingText.Substring(lastMatchEnd).Trim();
-            if (!string.IsNullOrEmpty(suffixText))
-            {
-                aiSentence = new AiSentenceEntity();
-                aiSentence.Guid = Guid.NewGuid().ToString();
-                aiSentence.Content = suffixText;
-                aiSentence.DialogueIndc = YesNoPolicy.NO;
-                aiSentence.SentenceIndex = sentenceIndex++;
-                aiSentence.ParagraphGuid = aiParagraphEntity.Guid;
-                aiSentence.Status = "G";
-                //D-【待确认对话】p-【待确认人物】A-【等待分配角色】G-【生成中】C-【完成】
-                result.Add(aiSentence);
-            }
-
-            return result;
-        }
-
-        /// <summary>
-        /// 新增：判断文本是否包含对话内容
-        /// </summary>
-        /// <param name="text">待判断的文本（句子/段落）</param>
-        /// <returns>true=包含对话，false=纯旁白/空文本</returns>
-        public bool IsDialogue(string text)
-        {
-            // 1. 处理空文本/NULL，直接返回false
-            if (string.IsNullOrWhiteSpace(text))
-                return false;
-
-            // 2. 文本预处理：去空格、统一全角/半角引号
-            string cleanedText = text.Trim();
-            // 替换全角空格为半角，避免干扰判断
-            cleanedText = Regex.Replace(cleanedText, @"　", " ");
-            // 统一引号格式（中文弯引号、直引号 → 标准双引号）
-            cleanedText = cleanedText.Replace("“", "\"")
-                                     .Replace("”", "\"")
-                                     .Replace("〝", "\"")
-                                     .Replace("〞", "\"")
-                                     .Replace("「", "\"")
-                                     .Replace("」", "\"")
-                                     .Replace("‘", "'")
-                                     .Replace("’", "'");
-
-            // 3. 核心判断规则：
-            // - 包含成对/单个双引号（排除仅含引号无内容的情况）
-            // - 包含冒号+引号（如："XXX说："XXX"" 场景）
-            var hasQuote = Regex.IsMatch(cleanedText, @""".+?""") ||  // 成对双引号（含内容）
-                           Regex.IsMatch(cleanedText, @":\s*""");    // 冒号后接引号（说话人+对话）
-            var hasSingleQuote = Regex.IsMatch(cleanedText, @"'[^']+'"); // 成对单引号（英文对话）
-
-            // 4. 排除仅含引号符号的无效情况（如 ""、''、“”）
-            var onlyQuote = Regex.IsMatch(cleanedText, @"^\s*[""''“”]{1,2}\s*$");
-
-            // 最终判断：包含有效引号且不是仅含引号 → 判定为对话
-            return (hasQuote || hasSingleQuote) && !onlyQuote;
-        }
-    }
-}