diff --git a/keyBoard/Class/AiTalk/M/KBAICommentModel.m b/keyBoard/Class/AiTalk/M/KBAICommentModel.m
index ff61e20..efcb59d 100644
--- a/keyBoard/Class/AiTalk/M/KBAICommentModel.m
+++ b/keyBoard/Class/AiTalk/M/KBAICommentModel.m
@@ -14,8 +14,11 @@
 + (NSDictionary *)mj_replacedKeyFromPropertyName {
   return @{
     @"commentId" : @"id",
-    @"userName" : @[ @"userName", @"nickname", @"name" ],
-    @"avatarUrl" : @[ @"avatarUrl", @"avatar" ],
+    @"userId" : @"userId",
+    @"userName" : @"userName",
+    @"avatarUrl" : @"userAvatar",
+    @"createTime" : @"createdAt",
+    @"totalReplyCount" : @"replyCount",
   };
 }
 
@@ -23,6 +26,24 @@
   return @{@"replies" : [KBAIReplyModel class]};
 }
 
+- (void)setLiked:(NSInteger)liked {
+  // 后端返回的是 NSInteger (0/1)，转换为 BOOL
+  _isLiked = (liked == 1);
+}
+
+- (void)setCreatedAt:(NSString *)createdAt {
+  // 后端返回的是字符串时间，转换为时间戳
+  if (createdAt && createdAt.length > 0) {
+    NSDateFormatter *formatter = [[NSDateFormatter alloc] init];
+    formatter.dateFormat = @"yyyy-MM-dd HH:mm:ss";
+    formatter.timeZone = [NSTimeZone timeZoneWithName:@"Asia/Shanghai"];
+    NSDate *date = [formatter dateFromString:createdAt];
+    if (date) {
+      _createTime = [date timeIntervalSince1970];
+    }
+  }
+}
+
 - (instancetype)init {
   self = [super init];
   if (self) {
diff --git a/keyBoard/Class/AiTalk/M/KBAIReplyModel.m b/keyBoard/Class/AiTalk/M/KBAIReplyModel.m
index 2238fad..43ea95b 100644
--- a/keyBoard/Class/AiTalk/M/KBAIReplyModel.m
+++ b/keyBoard/Class/AiTalk/M/KBAIReplyModel.m
@@ -7,17 +7,39 @@
 
 #import "KBAIReplyModel.h"
 #import <MJExtension/MJExtension.h>
+#import "KBAIReplyModel.h"
+
 
 @implementation KBAIReplyModel
 
 + (NSDictionary *)mj_replacedKeyFromPropertyName {
   return @{
     @"replyId" : @"id",
-    @"userName" : @[ @"userName", @"nickname", @"name" ],
-    @"avatarUrl" : @[ @"avatarUrl", @"avatar" ],
+    @"userId" : @"userId",
+    @"userName" : @"userName",
+    @"avatarUrl" : @"userAvatar",
+    @"createTime" : @"createdAt",
   };
 }
 
+- (void)setLiked:(NSInteger)liked {
+  // 后端返回的是 NSInteger (0/1)，转换为 BOOL
+  _isLiked = (liked == 1);
+}
+
+- (void)setCreatedAt:(NSString *)createdAt {
+  // 后端返回的是字符串时间，转换为时间戳
+  if (createdAt && createdAt.length > 0) {
+    NSDateFormatter *formatter = [[NSDateFormatter alloc] init];
+    formatter.dateFormat = @"yyyy-MM-dd HH:mm:ss";
+    formatter.timeZone = [NSTimeZone timeZoneWithName:@"Asia/Shanghai"];
+    NSDate *date = [formatter dateFromString:createdAt];
+    if (date) {
+      _createTime = [date timeIntervalSince1970];
+    }
+  }
+}
+
 - (NSString *)formattedTime {
   NSDate *date = [NSDate dateWithTimeIntervalSince1970:self.createTime];
   NSTimeInterval interval = [[NSDate date] timeIntervalSinceDate:date];
diff --git a/keyBoard/Class/AiTalk/V/KBAICommentView.h b/keyBoard/Class/AiTalk/V/KBAICommentView.h
index 3e6e2e4..6522ba1 100644
--- a/keyBoard/Class/AiTalk/V/KBAICommentView.h
+++ b/keyBoard/Class/AiTalk/V/KBAICommentView.h
@@ -6,17 +6,23 @@
 //
 
 #import <UIKit/UIKit.h>
+#import <LSTPopView/LSTPopView.h>
 
 NS_ASSUME_NONNULL_BEGIN
 
 /// 抖音风格评论视图
 @interface KBAICommentView : UIView
 
-/// 加载评论数据（从本地 JSON 文件）
+/// AI 陪聊角色 ID
+@property(nonatomic, assign) NSInteger companionId;
+
+/// 加载评论数据（从网络）
 - (void)loadComments;
 
 /// 评论总数
 @property(nonatomic, readonly) NSInteger totalCommentCount;
+@property(nonatomic, weak) LSTPopView *popView
+;
 
 @end
 
diff --git a/keyBoard/Class/AiTalk/V/KBAICommentView.m b/keyBoard/Class/AiTalk/V/KBAICommentView.m
index e3b3326..baa196a 100644
--- a/keyBoard/Class/AiTalk/V/KBAICommentView.m
+++ b/keyBoard/Class/AiTalk/V/KBAICommentView.m
@@ -12,6 +12,8 @@
 #import "KBAICommentModel.h"
 #import "KBAIReplyCell.h"
 #import "KBAIReplyModel.h"
+#import "KBCommentModel.h"
+#import "AiVM.h"
 #import <MJExtension/MJExtension.h>
 #import <Masonry/Masonry.h>
 
@@ -40,6 +42,9 @@ static NSString *const kCommentFooterIdentifier = @"CommentFooter";
 /// 当前回复的目标（二级评论）
 @property(nonatomic, weak) KBAIReplyModel *replyToReply;
 
+/// AiVM 实例
+@property(nonatomic, strong) AiVM *aiVM;
+
 @end
 
 @implementation KBAICommentView
@@ -52,7 +57,6 @@ static NSString *const kCommentFooterIdentifier = @"CommentFooter";
     self.comments = [NSMutableArray array];
     [self setupUI];
     [self setupKeyboardObservers];
-    [self loadComments];
   }
   return self;
 }
@@ -162,52 +166,66 @@ static NSString *const kCommentFooterIdentifier = @"CommentFooter";
 #pragma mark - Data Loading
 
 - (void)loadComments {
-  NSString *filePath = [[NSBundle mainBundle] pathForResource:@"comments_mock"
-                                                       ofType:@"json"];
-  if (!filePath) {
-    NSLog(@"[KBAICommentView] comments_mock.json not found");
+  if (self.companionId <= 0) {
+    NSLog(@"[KBAICommentView] companionId 未设置，无法加载评论");
     return;
   }
+  
+  __weak typeof(self) weakSelf = self;
+  [self.aiVM fetchCommentsWithCompanionId:self.companionId
+                                   pageNum:1
+                                  pageSize:20
+                                completion:^(KBCommentPageModel *pageModel, NSError *error) {
+    __strong typeof(weakSelf) strongSelf = weakSelf;
+    if (!strongSelf) {
+      return;
+    }
+    
+    if (error) {
+      NSLog(@"[KBAICommentView] 加载评论失败：%@", error.localizedDescription);
+      return;
+    }
+    
+    dispatch_async(dispatch_get_main_queue(), ^{
+      [strongSelf updateCommentsWithPageModel:pageModel];
+    });
+  }];
+}
 
-  NSData *data = [NSData dataWithContentsOfFile:filePath];
-  if (!data) {
-    NSLog(@"[KBAICommentView] Failed to read comments_mock.json");
+/// 更新评论数据（从后端返回的 KBCommentPageModel 转换为 UI 层的 KBAICommentModel）
+- (void)updateCommentsWithPageModel:(KBCommentPageModel *)pageModel {
+  if (!pageModel) {
+    NSLog(@"[KBAICommentView] pageModel 为空");
     return;
   }
-
-  NSError *error;
-  NSDictionary *json = [NSJSONSerialization JSONObjectWithData:data
-                                                       options:0
-                                                         error:&error];
-  if (error) {
-    NSLog(@"[KBAICommentView] JSON parse error: %@", error);
-    return;
-  }
-
-  self.totalCommentCount = [json[@"totalCount"] integerValue];
-  NSArray *commentsArray = json[@"comments"];
-
+  
+  self.totalCommentCount = pageModel.total;
+  
   [self.comments removeAllObjects];
-
+  
   // 获取 tableView 宽度用于计算高度
   CGFloat tableWidth = self.tableView.bounds.size.width;
   if (tableWidth <= 0) {
     tableWidth = [UIScreen mainScreen].bounds.size.width;
   }
-
-  for (NSDictionary *dict in commentsArray) {
-    KBAICommentModel *comment = [KBAICommentModel mj_objectWithKeyValues:dict];
+  
+  NSLog(@"[KBAICommentView] 加载到 %ld 条评论，共 %ld 条", (long)pageModel.records.count, (long)pageModel.total);
+  
+  for (KBCommentItem *item in pageModel.records) {
+    // 转换为 KBAICommentModel（使用 MJExtension）
+    KBAICommentModel *comment = [KBAICommentModel mj_objectWithKeyValues:[item mj_keyValues]];
+    
     // 预先计算并缓存 Header 高度
-    comment.cachedHeaderHeight =
-        [comment calculateHeaderHeightWithMaxWidth:tableWidth];
+    comment.cachedHeaderHeight = [comment calculateHeaderHeightWithMaxWidth:tableWidth];
+    
     // 预先计算并缓存所有 Reply 高度
     for (KBAIReplyModel *reply in comment.replies) {
-      reply.cachedCellHeight =
-          [reply calculateCellHeightWithMaxWidth:tableWidth];
+      reply.cachedCellHeight = [reply calculateCellHeightWithMaxWidth:tableWidth];
     }
+    
     [self.comments addObject:comment];
   }
-
+  
   [self updateTitle];
   [self.tableView reloadData];
 }
@@ -422,10 +440,11 @@ static NSInteger const kRepliesLoadCount = 5;
 #pragma mark - Actions
 
 - (void)closeButtonTapped {
+    [self.popView dismiss];
   // 关闭评论视图（由外部处理）
-  [[NSNotificationCenter defaultCenter]
-      postNotificationName:@"KBAICommentViewCloseNotification"
-                    object:nil];
+//  [[NSNotificationCenter defaultCenter]
+//      postNotificationName:@"KBAICommentViewCloseNotification"
+//                    object:nil];
 }
 
 #pragma mark - Lazy Loading
@@ -555,100 +574,102 @@ static NSInteger const kRepliesLoadCount = 5;
 }
 
 - (void)sendNewCommentWithText:(NSString *)text tableWidth:(CGFloat)tableWidth {
-  // 创建新一级评论
-  KBAICommentModel *newComment = [[KBAICommentModel alloc] init];
-  newComment.commentId = [NSUUID UUID].UUIDString;
-  newComment.userId = @"current_user";
-  newComment.userName = @"我";
-  newComment.avatarUrl = @"";
-  newComment.content = text;
-  newComment.likeCount = 0;
-  newComment.isLiked = NO;
-  newComment.createTime = [[NSDate date] timeIntervalSince1970];
-  newComment.replies = @[];
-
-  // 计算高度缓存
-  newComment.cachedHeaderHeight =
-      [newComment calculateHeaderHeightWithMaxWidth:tableWidth];
-
-  // 插入到数组第一个
-  [self.comments insertObject:newComment atIndex:0];
-  self.totalCommentCount++;
-  [self updateTitle];
-
-  // 插入新 section
-  [self.tableView insertSections:[NSIndexSet indexSetWithIndex:0]
-                withRowAnimation:UITableViewRowAnimationAutomatic];
-
-  // 滚动到顶部
-  [self.tableView setContentOffset:CGPointZero animated:YES];
+  // TODO: 调用网络接口发送一级评论
+  NSLog(@"[KBAICommentView] 发送一级评论：%@", text);
+  
+  // 示例代码：
+  // [self.aiVM sendCommentWithCompanionId:self.companionId
+  //                                content:text
+  //                             completion:^(KBCommentItem *newItem, NSError *error) {
+  //   if (error) {
+  //     NSLog(@"[KBAICommentView] 发送评论失败：%@", error.localizedDescription);
+  //     return;
+  //   }
+  //   
+  //   // 转换为 KBAICommentModel
+  //   KBAICommentModel *comment = [KBAICommentModel mj_objectWithKeyValues:[newItem mj_keyValues]];
+  //   comment.cachedHeaderHeight = [comment calculateHeaderHeightWithMaxWidth:tableWidth];
+  //   
+  //   // 插入到数组第一个
+  //   [self.comments insertObject:comment atIndex:0];
+  //   self.totalCommentCount++;
+  //   [self updateTitle];
+  //   
+  //   // 插入新 section
+  //   [self.tableView insertSections:[NSIndexSet indexSetWithIndex:0]
+  //                 withRowAnimation:UITableViewRowAnimationAutomatic];
+  //   
+  //   // 滚动到顶部
+  //   [self.tableView setContentOffset:CGPointZero animated:YES];
+  // }];
 }
 
 - (void)sendReplyWithText:(NSString *)text tableWidth:(CGFloat)tableWidth {
   KBAICommentModel *comment = self.replyToComment;
   if (!comment)
     return;
+  
+  // TODO: 调用网络接口发送二级评论（回复）
+  NSLog(@"[KBAICommentView] 回复评论 %@：%@", comment.commentId, text);
+  
+  // 示例代码：
+  // NSInteger parentId = [comment.commentId integerValue];
+  // [self.aiVM replyCommentWithParentId:parentId
+  //                              content:text
+  //                           completion:^(KBCommentItem *newItem, NSError *error) {
+  //   if (error) {
+  //     NSLog(@"[KBAICommentView] 回复评论失败：%@", error.localizedDescription);
+  //     return;
+  //   }
+  //   
+  //   // 转换为 KBAIReplyModel
+  //   KBAIReplyModel *newReply = [KBAIReplyModel mj_objectWithKeyValues:[newItem mj_keyValues]];
+  //   newReply.cachedCellHeight = [newReply calculateCellHeightWithMaxWidth:tableWidth];
+  //   
+  //   // 添加到 replies 数组
+  //   NSMutableArray *newReplies = [NSMutableArray arrayWithArray:comment.replies];
+  //   [newReplies addObject:newReply];
+  //   comment.replies = newReplies;
+  //   comment.totalReplyCount = newReplies.count;
+  //   
+  //   // 找到该评论的 section
+  //   NSInteger section = [self.comments indexOfObject:comment];
+  //   if (section == NSNotFound) return;
+  //   
+  //   // 如果已展开，添加到 displayedReplies 并插入行
+  //   if (comment.isRepliesExpanded) {
+  //     NSInteger newRowIndex = comment.displayedReplies.count;
+  //     [comment.displayedReplies addObject:newReply];
+  //     
+  //     NSIndexPath *indexPath = [NSIndexPath indexPathForRow:newRowIndex inSection:section];
+  //     [self.tableView insertRowsAtIndexPaths:@[indexPath]
+  //                           withRowAnimation:UITableViewRowAnimationAutomatic];
+  //     
+  //     // 刷新 Footer
+  //     KBAICommentFooterView *footerView = (KBAICommentFooterView *)[self.tableView footerViewForSection:section];
+  //     if (footerView) {
+  //       [footerView configureWithComment:comment];
+  //     }
+  //     
+  //     // 滚动到新回复
+  //     [self.tableView scrollToRowAtIndexPath:indexPath
+  //                           atScrollPosition:UITableViewScrollPositionBottom
+  //                                   animated:YES];
+  //   } else {
+  //     // 未展开，刷新 Footer 显示新的回复数
+  //     KBAICommentFooterView *footerView = (KBAICommentFooterView *)[self.tableView footerViewForSection:section];
+  //     if (footerView) {
+  //       [footerView configureWithComment:comment];
+  //     }
+  //   }
+  // }];
+}
 
-  // 创建新二级评论
-  KBAIReplyModel *newReply = [[KBAIReplyModel alloc] init];
-  newReply.replyId = [NSUUID UUID].UUIDString;
-  newReply.userId = @"current_user";
-  newReply.userName = @"我";
-  newReply.avatarUrl = @"";
-  newReply.content = text;
-  newReply.likeCount = 0;
-  newReply.isLiked = NO;
-  newReply.createTime = [[NSDate date] timeIntervalSince1970];
-
-  // 如果是回复二级评论，设置被回复用户
-  if (self.replyToReply) {
-    newReply.replyToUserName = self.replyToReply.userName;
-  }
-
-  // 计算高度缓存
-  newReply.cachedCellHeight =
-      [newReply calculateCellHeightWithMaxWidth:tableWidth];
-
-  // 添加到 replies 数组
-  NSMutableArray *newReplies = [NSMutableArray arrayWithArray:comment.replies];
-  [newReplies addObject:newReply];
-  comment.replies = newReplies;
-  comment.totalReplyCount = newReplies.count;
-
-  // 找到该评论的 section
-  NSInteger section = [self.comments indexOfObject:comment];
-  if (section == NSNotFound)
-    return;
-
-  // 如果已展开，添加到 displayedReplies 并插入行
-  if (comment.isRepliesExpanded) {
-    NSInteger newRowIndex = comment.displayedReplies.count;
-    [comment.displayedReplies addObject:newReply];
-
-    NSIndexPath *indexPath = [NSIndexPath indexPathForRow:newRowIndex
-                                                inSection:section];
-    [self.tableView insertRowsAtIndexPaths:@[ indexPath ]
-                          withRowAnimation:UITableViewRowAnimationAutomatic];
-
-    // 刷新 Footer
-    KBAICommentFooterView *footerView =
-        (KBAICommentFooterView *)[self.tableView footerViewForSection:section];
-    if (footerView) {
-      [footerView configureWithComment:comment];
-    }
-
-    // 滚动到新回复
-    [self.tableView scrollToRowAtIndexPath:indexPath
-                          atScrollPosition:UITableViewScrollPositionBottom
-                                  animated:YES];
-  } else {
-    // 未展开，刷新 Footer 显示新的回复数
-    KBAICommentFooterView *footerView =
-        (KBAICommentFooterView *)[self.tableView footerViewForSection:section];
-    if (footerView) {
-      [footerView configureWithComment:comment];
-    }
+- (AiVM *)aiVM {
+  if (!_aiVM) {
+    _aiVM = [[AiVM alloc] init];
   }
+  return _aiVM;
 }
 
 @end
diff --git a/keyBoard/Class/AiTalk/V/KBPersonaChatCell.m b/keyBoard/Class/AiTalk/V/KBPersonaChatCell.m
index 6e8ac35..e671a18 100644
--- a/keyBoard/Class/AiTalk/V/KBPersonaChatCell.m
+++ b/keyBoard/Class/AiTalk/V/KBPersonaChatCell.m
@@ -531,12 +531,16 @@
                                    initWithFrame:CGRectMake(0, 0, KB_SCREEN_WIDTH, customViewHeight)];
     
     // 设置评论视图的人设 ID
-    // customView.companionId = self.persona.personaId;
+    customView.companionId = self.persona.personaId;
+    
+    // 加载评论数据
+    [customView loadComments];
     
     LSTPopView *popView = [LSTPopView initWithCustomView:customView
                                               parentView:nil
                                                 popStyle:LSTPopStyleSmoothFromBottom
                                             dismissStyle:LSTDismissStyleSmoothToBottom];
+    customView.popView = popView;
     self.popView = popView;
     popView.priority = 1000;
     popView.isAvoidKeyboard = NO;