diff --git a/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/controller/admin/chat/AiChatConversationController.java b/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/controller/admin/chat/AiChatConversationController.java
index 9d0cd74c8..ad57460ca 100644
--- a/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/controller/admin/chat/AiChatConversationController.java
+++ b/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/controller/admin/chat/AiChatConversationController.java
@@ -1,27 +1,35 @@
 package cn.iocoder.yudao.module.ai.controller.admin.chat;
 
+import cn.hutool.core.collection.CollUtil;
 import cn.hutool.core.util.ObjUtil;
 import cn.iocoder.yudao.framework.common.pojo.CommonResult;
+import cn.iocoder.yudao.framework.common.pojo.PageResult;
 import cn.iocoder.yudao.framework.common.util.object.BeanUtils;
 import cn.iocoder.yudao.module.ai.controller.admin.chat.vo.conversation.AiChatConversationCreateMyReqVO;
+import cn.iocoder.yudao.module.ai.controller.admin.chat.vo.conversation.AiChatConversationPageReqVO;
 import cn.iocoder.yudao.module.ai.controller.admin.chat.vo.conversation.AiChatConversationRespVO;
 import cn.iocoder.yudao.module.ai.controller.admin.chat.vo.conversation.AiChatConversationUpdateMyReqVO;
 import cn.iocoder.yudao.module.ai.dal.dataobject.chat.AiChatConversationDO;
 import cn.iocoder.yudao.module.ai.service.chat.AiChatConversationService;
+import cn.iocoder.yudao.module.ai.service.chat.AiChatMessageService;
 import io.swagger.v3.oas.annotations.Operation;
 import io.swagger.v3.oas.annotations.Parameter;
 import io.swagger.v3.oas.annotations.tags.Tag;
 import jakarta.annotation.Resource;
 import jakarta.validation.Valid;
+import org.springframework.security.access.prepost.PreAuthorize;
 import org.springframework.validation.annotation.Validated;
 import org.springframework.web.bind.annotation.*;
 
 import java.util.List;
+import java.util.Map;
+import java.util.function.Consumer;
 
 import static cn.iocoder.yudao.framework.common.pojo.CommonResult.success;
+import static cn.iocoder.yudao.framework.common.util.collection.CollectionUtils.convertList;
 import static cn.iocoder.yudao.framework.security.core.util.SecurityFrameworkUtils.getLoginUserId;
 
-@Tag(name = "管理后台 - AI 聊天会话")
+@Tag(name = "管理后台 - AI 聊天对话")
 @RestController
 @RequestMapping("/ai/chat/conversation")
 @Validated
@@ -29,30 +37,32 @@ public class AiChatConversationController {
 
     @Resource
     private AiChatConversationService chatConversationService;
+    @Resource
+    private AiChatMessageService chatMessageService;
 
     @PostMapping("/create-my")
-    @Operation(summary = "创建【我的】聊天会话")
+    @Operation(summary = "创建【我的】聊天对话")
     public CommonResult<Long> createChatConversationMy(@RequestBody @Valid AiChatConversationCreateMyReqVO createReqVO) {
         return success(chatConversationService.createChatConversationMy(createReqVO, getLoginUserId()));
     }
 
     @PutMapping("/update-my")
-    @Operation(summary = "更新【我的】聊天会话")
+    @Operation(summary = "更新【我的】聊天对话")
     public CommonResult<Boolean> updateChatConversationMy(@RequestBody @Valid AiChatConversationUpdateMyReqVO updateReqVO) {
         chatConversationService.updateChatConversationMy(updateReqVO, getLoginUserId());
         return success(true);
     }
 
     @GetMapping("/my-list")
-    @Operation(summary = "获得【我的】聊天会话列表")
+    @Operation(summary = "获得【我的】聊天对话列表")
     public CommonResult<List<AiChatConversationRespVO>> getChatConversationMyList() {
         List<AiChatConversationDO> list = chatConversationService.getChatConversationListByUserId(getLoginUserId());
         return success(BeanUtils.toBean(list, AiChatConversationRespVO.class));
     }
 
     @GetMapping("/get-my")
-    @Operation(summary = "获得【我的】聊天会话")
-    @Parameter(name = "id", required = true, description = "会话编号", example = "1024")
+    @Operation(summary = "获得【我的】聊天对话")
+    @Parameter(name = "id", required = true, description = "对话编号", example = "1024")
     public CommonResult<AiChatConversationRespVO> getChatConversationMy(@RequestParam("id") Long id) {
         AiChatConversationDO conversation = chatConversationService.getChatConversation(id);
         if (conversation != null && ObjUtil.notEqual(conversation.getUserId(), getLoginUserId())) {
@@ -62,20 +72,36 @@ public class AiChatConversationController {
     }
 
     @DeleteMapping("/delete-my")
-    @Operation(summary = "删除聊天会话")
-    @Parameter(name = "id", required = true, description = "会话编号", example = "1024")
+    @Operation(summary = "删除聊天对话")
+    @Parameter(name = "id", required = true, description = "对话编号", example = "1024")
     public CommonResult<Boolean> deleteChatConversationMy(@RequestParam("id") Long id) {
         chatConversationService.deleteChatConversationMy(id, getLoginUserId());
         return success(true);
     }
 
+    // TODO 芋艿：这个 url 可以改下
     @DeleteMapping("/delete-my-all-except-pinned")
     @Operation(summary = "删除所有对话(置顶除外)")
-    @Parameter(name = "id", required = true, description = "会话编号", example = "1024")
-    public CommonResult<Boolean> deleteMyAllExceptPinned() {
-        chatConversationService.deleteMyAllExceptPinned(getLoginUserId());
+    public CommonResult<Boolean> deleteChatConversationMyByUnpinned() {
+        chatConversationService.deleteChatConversationMyByUnpinned(getLoginUserId());
         return success(true);
     }
-    // ========== 会话管理 ==========
+
+    // ========== 对话管理 ==========
+
+    @GetMapping("/page")
+    @Operation(summary = "获得对话分页", description = "用于【对话管理】菜单")
+    @PreAuthorize("@ss.hasPermission('ai:chat-conversation:query')")
+    public CommonResult<PageResult<AiChatConversationRespVO>> getChatConversationPage(AiChatConversationPageReqVO pageReqVO) {
+        PageResult<AiChatConversationDO> pageResult = chatConversationService.getChatConversationPage(pageReqVO);
+        if (CollUtil.isEmpty(pageResult.getList())) {
+            return success(PageResult.empty());
+        }
+        // 拼接关联数据
+        Map<Long, Integer> messageCountMap = chatMessageService.getChatMessageCountMap(
+                convertList(pageResult.getList(), AiChatConversationDO::getId));
+        return success(BeanUtils.toBean(pageResult, AiChatConversationRespVO.class,
+                conversation -> conversation.setMessageCount(messageCountMap.getOrDefault(conversation.getId(), 0))));
+    }
 
 }
diff --git a/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/controller/admin/chat/AiChatMessageController.java b/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/controller/admin/chat/AiChatMessageController.java
index 7211f0664..68559c776 100644
--- a/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/controller/admin/chat/AiChatMessageController.java
+++ b/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/controller/admin/chat/AiChatMessageController.java
@@ -62,9 +62,9 @@ public class AiChatMessageController {
         return chatMessageService.sendChatMessageStream(sendReqVO, getLoginUserId());
     }
 
-    @Operation(summary = "获得指定会话的消息列表")
+    @Operation(summary = "获得指定对话的消息列表")
     @GetMapping("/list-by-conversation-id")
-    @Parameter(name = "conversationId", required = true, description = "会话编号", example = "1024")
+    @Parameter(name = "conversationId", required = true, description = "对话编号", example = "1024")
     public CommonResult<List<AiChatMessageRespVO>> getChatMessageListByConversationId(
             @RequestParam("conversationId") Long conversationId) {
         AiChatConversationDO conversation = chatConversationService.getChatConversation(conversationId);
@@ -93,12 +93,16 @@ public class AiChatMessageController {
         return success(true);
     }
 
-    @Operation(summary = "删除指定会话的消息")
+    @Operation(summary = "删除指定对话的消息")
     @DeleteMapping("/delete-by-conversation-id")
-    @Parameter(name = "conversationId", required = true, description = "会话编号", example = "1024")
+    @Parameter(name = "conversationId", required = true, description = "对话编号", example = "1024")
     public CommonResult<Boolean> deleteChatMessageByConversationId(@RequestParam("conversationId") Long conversationId) {
         chatMessageService.deleteChatMessageByConversationId(conversationId, getLoginUserId());
         return success(true);
     }
 
+    // ========== 对话管理 ==========
+
+
+
 }
diff --git a/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/controller/admin/chat/vo/conversation/AiChatConversationCreateMyReqVO.java b/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/controller/admin/chat/vo/conversation/AiChatConversationCreateMyReqVO.java
index d64ea7f61..c13200b6a 100644
--- a/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/controller/admin/chat/vo/conversation/AiChatConversationCreateMyReqVO.java
+++ b/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/controller/admin/chat/vo/conversation/AiChatConversationCreateMyReqVO.java
@@ -3,7 +3,7 @@ package cn.iocoder.yudao.module.ai.controller.admin.chat.vo.conversation;
 import io.swagger.v3.oas.annotations.media.Schema;
 import lombok.Data;
 
-@Schema(description = "管理后台 - AI 聊天会话创建【我的】 Request VO")
+@Schema(description = "管理后台 - AI 聊天对话创建【我的】 Request VO")
 @Data
 public class AiChatConversationCreateMyReqVO {
 
diff --git a/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/controller/admin/chat/vo/conversation/AiChatConversationPageReqVO.java b/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/controller/admin/chat/vo/conversation/AiChatConversationPageReqVO.java
new file mode 100644
index 000000000..967e866ea
--- /dev/null
+++ b/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/controller/admin/chat/vo/conversation/AiChatConversationPageReqVO.java
@@ -0,0 +1,26 @@
+package cn.iocoder.yudao.module.ai.controller.admin.chat.vo.conversation;
+
+import cn.iocoder.yudao.framework.common.pojo.PageParam;
+import io.swagger.v3.oas.annotations.media.Schema;
+import lombok.Data;
+import org.springframework.format.annotation.DateTimeFormat;
+
+import java.time.LocalDateTime;
+
+import static cn.iocoder.yudao.framework.common.util.date.DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND;
+
+@Schema(description = "管理后台 - AI 聊天对话的分页 Request VO")
+@Data
+public class AiChatConversationPageReqVO extends PageParam {
+
+    @Schema(description = "用户编号", example = "1024")
+    private Long userId;
+
+    @Schema(description = "对话标题", example = "你好")
+    private String title;
+
+    @Schema(description = "创建时间")
+    @DateTimeFormat(pattern = FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND)
+    private LocalDateTime[] createTime;
+
+}
diff --git a/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/controller/admin/chat/vo/conversation/AiChatConversationRespVO.java b/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/controller/admin/chat/vo/conversation/AiChatConversationRespVO.java
index e670ef9f9..66eb24db5 100644
--- a/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/controller/admin/chat/vo/conversation/AiChatConversationRespVO.java
+++ b/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/controller/admin/chat/vo/conversation/AiChatConversationRespVO.java
@@ -10,24 +10,24 @@ import lombok.Data;
 
 import java.time.LocalDateTime;
 
-@Schema(description = "管理后台 - AI 聊天会话 Response VO")
+@Schema(description = "管理后台 - AI 聊天对话 Response VO")
 @Data
 public class AiChatConversationRespVO implements VO {
 
-    @Schema(description = "会话编号", requiredMode = Schema.RequiredMode.REQUIRED, example = "1024")
+    @Schema(description = "对话编号", requiredMode = Schema.RequiredMode.REQUIRED, example = "1024")
     private Long id;
 
     @Schema(description = "用户编号", requiredMode = Schema.RequiredMode.REQUIRED, example = "2048")
     private Long userId;
 
-    @Schema(description = "会话标题", requiredMode = Schema.RequiredMode.REQUIRED, example = "我是一个标题")
+    @Schema(description = "对话标题", requiredMode = Schema.RequiredMode.REQUIRED, example = "我是一个标题")
     private String title;
 
     @Schema(description = "是否置顶", requiredMode = Schema.RequiredMode.REQUIRED, example = "true")
     private Boolean pinned;
 
-    @Schema(description = "角色编号", requiredMode = Schema.RequiredMode.NOT_REQUIRED, example = "1")
-    @Trans(type = TransType.SIMPLE, target = AiChatRoleDO.class, fields = "avatar", ref = "roleAvatar")
+    @Schema(description = "角色编号", example = "1")
+    @Trans(type = TransType.SIMPLE, target = AiChatRoleDO.class, fields = {"name", "avatar"}, refs = {"roleName", "roleAvatar"})
     private Long roleId;
 
     @Schema(description = "模型编号", requiredMode = Schema.RequiredMode.REQUIRED, example = "1")
@@ -52,12 +52,20 @@ public class AiChatConversationRespVO implements VO {
     @Schema(description = "上下文的最大 Message 数量", requiredMode = Schema.RequiredMode.REQUIRED, example = "10")
     private Integer maxContexts;
 
-    @Schema(description = "最后更新时间", requiredMode = Schema.RequiredMode.REQUIRED)
-    private LocalDateTime updateTime;
+    @Schema(description = "创建时间", requiredMode = Schema.RequiredMode.REQUIRED)
+    private LocalDateTime createTime;
 
     // ========== 关联 role 信息 ==========
 
-    @Schema(description = "角色头像", requiredMode = Schema.RequiredMode.REQUIRED, example = "https://www.iocoder.cn/1.png")
+    @Schema(description = "角色头像", example = "https://www.iocoder.cn/1.png")
     private String roleAvatar;
 
+    @Schema(description = "角色名字", example = "小黄")
+    private String roleName;
+
+    // ========== 仅在【对话管理】时加载 ==========
+
+    @Schema(description = "消息数量", example = "20")
+    private Integer messageCount;
+
 }
diff --git a/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/controller/admin/chat/vo/conversation/AiChatConversationUpdateMyReqVO.java b/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/controller/admin/chat/vo/conversation/AiChatConversationUpdateMyReqVO.java
index 36e95d298..f9ce64bae 100644
--- a/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/controller/admin/chat/vo/conversation/AiChatConversationUpdateMyReqVO.java
+++ b/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/controller/admin/chat/vo/conversation/AiChatConversationUpdateMyReqVO.java
@@ -4,15 +4,15 @@ import io.swagger.v3.oas.annotations.media.Schema;
 import jakarta.validation.constraints.NotNull;
 import lombok.Data;
 
-@Schema(description = "管理后台 - AI 聊天会话更新【我的】 Request VO")
+@Schema(description = "管理后台 - AI 聊天对话更新【我的】 Request VO")
 @Data
 public class AiChatConversationUpdateMyReqVO {
 
-    @Schema(description = "会话编号", requiredMode = Schema.RequiredMode.REQUIRED, example = "1024")
-    @NotNull(message = "会话编号不能为空")
+    @Schema(description = "对话编号", requiredMode = Schema.RequiredMode.REQUIRED, example = "1024")
+    @NotNull(message = "对话编号不能为空")
     private Long id;
 
-    @Schema(description = "会话标题", example = "我是一个标题")
+    @Schema(description = "对话标题", example = "我是一个标题")
     private String title;
 
     @Schema(description = "是否置顶", example = "true")
diff --git a/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/controller/admin/chat/vo/message/AiChatMessageRespVO.java b/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/controller/admin/chat/vo/message/AiChatMessageRespVO.java
index e4e878e40..2cb0f9c5c 100644
--- a/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/controller/admin/chat/vo/message/AiChatMessageRespVO.java
+++ b/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/controller/admin/chat/vo/message/AiChatMessageRespVO.java
@@ -12,7 +12,7 @@ public class AiChatMessageRespVO {
     @Schema(description = "编号", requiredMode = Schema.RequiredMode.REQUIRED, example = "1024")
     private Long id;
 
-    @Schema(description = "会话编号", requiredMode = Schema.RequiredMode.REQUIRED, example = "2048")
+    @Schema(description = "对话编号", requiredMode = Schema.RequiredMode.REQUIRED, example = "2048")
     private Long conversationId;
 
     @Schema(description = "消息类型", requiredMode = Schema.RequiredMode.REQUIRED, example = "role")
diff --git a/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/dal/dataobject/chat/AiChatConversationDO.java b/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/dal/dataobject/chat/AiChatConversationDO.java
index b92e66143..8e582f621 100644
--- a/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/dal/dataobject/chat/AiChatConversationDO.java
+++ b/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/dal/dataobject/chat/AiChatConversationDO.java
@@ -13,7 +13,7 @@ import java.time.LocalDateTime;
 import java.util.Date;
 
 /**
- * AI Chat 会话 DO
+ * AI Chat 对话 DO
  *
  * 用户每次发起 Chat 聊天时，会创建一个 {@link AiChatConversationDO} 对象，将它的消息关联在一起
  *
@@ -45,7 +45,7 @@ public class AiChatConversationDO extends BaseDO {
     private Long userId;
 
     /**
-     * 会话标题
+     * 对话标题
      *
      * 默认由系统自动生成，可用户手动修改
      */
@@ -79,7 +79,7 @@ public class AiChatConversationDO extends BaseDO {
      */
     private String model;
 
-    // ========== 会话配置 ==========
+    // ========== 对话配置 ==========
 
     /**
      * 角色设定
diff --git a/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/dal/dataobject/chat/AiChatMessageDO.java b/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/dal/dataobject/chat/AiChatMessageDO.java
index 1c915ed7c..455a428a7 100644
--- a/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/dal/dataobject/chat/AiChatMessageDO.java
+++ b/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/dal/dataobject/chat/AiChatMessageDO.java
@@ -32,7 +32,7 @@ public class AiChatMessageDO extends BaseDO {
     private Long id;
 
     /**
-     * 会话编号
+     * 对话编号
      *
      * 关联 {@link AiChatConversationDO#getId()} 字段
      */
diff --git a/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/dal/dataobject/model/AiChatModelDO.java b/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/dal/dataobject/model/AiChatModelDO.java
index c943f7ea6..7197f8b58 100644
--- a/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/dal/dataobject/model/AiChatModelDO.java
+++ b/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/dal/dataobject/model/AiChatModelDO.java
@@ -62,7 +62,7 @@ public class AiChatModelDO extends BaseDO {
      */
     private Integer status;
 
-    // ========== 会话配置 ==========
+    // ========== 对话配置 ==========
 
     /**
      * 温度参数
diff --git a/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/dal/mysql/chat/AiChatConversationMapper.java b/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/dal/mysql/chat/AiChatConversationMapper.java
index dd4901bdf..6400297d8 100644
--- a/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/dal/mysql/chat/AiChatConversationMapper.java
+++ b/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/dal/mysql/chat/AiChatConversationMapper.java
@@ -1,7 +1,9 @@
 package cn.iocoder.yudao.module.ai.dal.mysql.chat;
 
+import cn.iocoder.yudao.framework.common.pojo.PageResult;
 import cn.iocoder.yudao.framework.mybatis.core.mapper.BaseMapperX;
 import cn.iocoder.yudao.framework.mybatis.core.query.LambdaQueryWrapperX;
+import cn.iocoder.yudao.module.ai.controller.admin.chat.vo.conversation.AiChatConversationPageReqVO;
 import cn.iocoder.yudao.module.ai.dal.dataobject.chat.AiChatConversationDO;
 import org.apache.ibatis.annotations.Mapper;
 
@@ -22,4 +24,18 @@ public interface AiChatConversationMapper extends BaseMapperX<AiChatConversation
                 .orderByAsc(AiChatConversationDO::getCreateTime));
     }
 
+    default List<AiChatConversationDO> selectListByUserIdAndPinned(Long userId, boolean pinned) {
+        return selectList(new LambdaQueryWrapperX<AiChatConversationDO>()
+                .eq(AiChatConversationDO::getUserId, userId)
+                .eq(AiChatConversationDO::getPinned, pinned));
+    }
+
+    default PageResult<AiChatConversationDO> selectChatConversationPage(AiChatConversationPageReqVO pageReqVO) {
+        return selectPage(pageReqVO, new LambdaQueryWrapperX<AiChatConversationDO>()
+                .eqIfPresent(AiChatConversationDO::getUserId, pageReqVO.getUserId())
+                .likeIfPresent(AiChatConversationDO::getTitle, pageReqVO.getTitle())
+                .betweenIfPresent(AiChatConversationDO::getCreateTime, pageReqVO.getCreateTime())
+                .orderByDesc(AiChatConversationDO::getId));
+    }
+
 }
diff --git a/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/dal/mysql/chat/AiChatMessageMapper.java b/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/dal/mysql/chat/AiChatMessageMapper.java
index 7b3e9c493..76db130be 100644
--- a/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/dal/mysql/chat/AiChatMessageMapper.java
+++ b/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/dal/mysql/chat/AiChatMessageMapper.java
@@ -1,11 +1,18 @@
 package cn.iocoder.yudao.module.ai.dal.mysql.chat;
 
+import cn.hutool.core.collection.CollUtil;
+import cn.hutool.core.map.MapUtil;
+import cn.iocoder.yudao.framework.common.util.collection.CollectionUtils;
 import cn.iocoder.yudao.framework.mybatis.core.mapper.BaseMapperX;
 import cn.iocoder.yudao.framework.mybatis.core.query.LambdaQueryWrapperX;
 import cn.iocoder.yudao.module.ai.dal.dataobject.chat.AiChatMessageDO;
+import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper;
 import org.apache.ibatis.annotations.Mapper;
 
+import java.util.Collection;
+import java.util.Collections;
 import java.util.List;
+import java.util.Map;
 
 /**
  * AI 聊天对话 Mapper
@@ -21,4 +28,19 @@ public interface AiChatMessageMapper extends BaseMapperX<AiChatMessageDO> {
                 .orderByAsc(AiChatMessageDO::getId));
     }
 
+    default Map<Long, Integer> selectCountMapByConversationId(Collection<Long> conversationIds) {
+        // SQL count 查询
+        List<Map<String, Object>> result = selectMaps(new QueryWrapper<AiChatMessageDO>()
+                .select("COUNT(id) AS count, conversation_id AS conversationId")
+                .in("conversation_id", conversationIds)
+                .groupBy("conversation_id"));
+        if (CollUtil.isEmpty(result)) {
+            return Collections.emptyMap();
+        }
+        // 转换数据
+        return CollectionUtils.convertMap(result,
+                record -> MapUtil.getLong(record, "conversationId"),
+                record -> MapUtil.getInt(record, "count" ));
+    }
+
 }
diff --git a/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/service/chat/AiChatConversationService.java b/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/service/chat/AiChatConversationService.java
index f93572e66..42678a2f9 100644
--- a/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/service/chat/AiChatConversationService.java
+++ b/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/service/chat/AiChatConversationService.java
@@ -1,6 +1,8 @@
 package cn.iocoder.yudao.module.ai.service.chat;
 
+import cn.iocoder.yudao.framework.common.pojo.PageResult;
 import cn.iocoder.yudao.module.ai.controller.admin.chat.vo.conversation.AiChatConversationCreateMyReqVO;
+import cn.iocoder.yudao.module.ai.controller.admin.chat.vo.conversation.AiChatConversationPageReqVO;
 import cn.iocoder.yudao.module.ai.controller.admin.chat.vo.conversation.AiChatConversationUpdateMyReqVO;
 import cn.iocoder.yudao.module.ai.dal.dataobject.chat.AiChatConversationDO;
 
@@ -14,7 +16,7 @@ import java.util.List;
 public interface AiChatConversationService {
 
     /**
-     * 创建【我的】聊天会话
+     * 创建【我的】聊天对话
      *
      * @param createReqVO 创建信息
      * @param userId 用户编号
@@ -23,7 +25,7 @@ public interface AiChatConversationService {
     Long createChatConversationMy(AiChatConversationCreateMyReqVO createReqVO, Long userId);
 
     /**
-     * 更新【我的】聊天会话
+     * 更新【我的】聊天对话
      *
      * @param updateReqVO 更新信息
      * @param userId 用户编号
@@ -31,23 +33,23 @@ public interface AiChatConversationService {
     void updateChatConversationMy(AiChatConversationUpdateMyReqVO updateReqVO, Long userId);
 
     /**
-     * 获得【我的】聊天会话列表
+     * 获得【我的】聊天对话列表
      *
      * @param userId 用户编号
-     * @return 聊天会话列表
+     * @return 聊天对话列表
      */
     List<AiChatConversationDO> getChatConversationListByUserId(Long userId);
 
     /**
-     * 获得聊天会话
+     * 获得聊天对话
      *
      * @param id 编号
-     * @return 聊天会话
+     * @return 聊天对话
      */
     AiChatConversationDO getChatConversation(Long id);
 
     /**
-     * 删除【我的】聊天会话
+     * 删除【我的】聊天对话
      *
      * @param id 编号
      * @param userId 用户编号
@@ -55,17 +57,20 @@ public interface AiChatConversationService {
     void deleteChatConversationMy(Long id, Long userId);
 
     /**
-     * 校验 - 是否存在
+     * 校验聊天对话是否存在
      *
-     * @param id
-     * @return
+     * @param id 编号
+     * @return 聊天对话
      */
-    AiChatConversationDO validateExists(Long id);
+    AiChatConversationDO validateChatConversationExists(Long id);
 
     /**
-     * 删除 - 所有对话，置顶除外
+     * 删除【我的】 + 非置顶的聊天对话
      *
-     * @param loginUserId
+     * @param userId 用户编号
      */
-    void deleteMyAllExceptPinned(Long loginUserId);
+    void deleteChatConversationMyByUnpinned(Long userId);
+
+    PageResult<AiChatConversationDO> getChatConversationPage(AiChatConversationPageReqVO pageReqVO);
+
 }
diff --git a/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/service/chat/AiChatConversationServiceImpl.java b/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/service/chat/AiChatConversationServiceImpl.java
index 3a3b16aea..41417fbcd 100644
--- a/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/service/chat/AiChatConversationServiceImpl.java
+++ b/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/service/chat/AiChatConversationServiceImpl.java
@@ -1,11 +1,13 @@
 package cn.iocoder.yudao.module.ai.service.chat;
 
+import cn.hutool.core.collection.CollUtil;
 import cn.hutool.core.lang.Assert;
 import cn.hutool.core.util.ObjUtil;
 import cn.hutool.core.util.ObjectUtil;
+import cn.iocoder.yudao.framework.common.pojo.PageResult;
 import cn.iocoder.yudao.framework.common.util.object.BeanUtils;
-import cn.iocoder.yudao.framework.mybatis.core.query.LambdaQueryWrapperX;
 import cn.iocoder.yudao.module.ai.controller.admin.chat.vo.conversation.AiChatConversationCreateMyReqVO;
+import cn.iocoder.yudao.module.ai.controller.admin.chat.vo.conversation.AiChatConversationPageReqVO;
 import cn.iocoder.yudao.module.ai.controller.admin.chat.vo.conversation.AiChatConversationUpdateMyReqVO;
 import cn.iocoder.yudao.module.ai.dal.dataobject.chat.AiChatConversationDO;
 import cn.iocoder.yudao.module.ai.dal.dataobject.model.AiChatModelDO;
@@ -22,6 +24,8 @@ import java.time.LocalDateTime;
 import java.util.List;
 
 import static cn.iocoder.yudao.framework.common.exception.util.ServiceExceptionUtil.exception;
+import static cn.iocoder.yudao.framework.common.util.collection.CollectionUtils.convertList;
+import static cn.iocoder.yudao.framework.common.util.collection.CollectionUtils.convertSet;
 import static cn.iocoder.yudao.module.ai.ErrorCodeConstants.CHAT_CONVERSATION_MODEL_ERROR;
 import static cn.iocoder.yudao.module.ai.ErrorCodeConstants.CHAT_CONVERSATION_NOT_EXISTS;
 
@@ -69,7 +73,7 @@ public class AiChatConversationServiceImpl implements AiChatConversationService
     @Override
     public void updateChatConversationMy(AiChatConversationUpdateMyReqVO updateReqVO, Long userId) {
         // 1.1 校验对话是否存在
-        AiChatConversationDO conversation = validateExists(updateReqVO.getId());
+        AiChatConversationDO conversation = validateChatConversationExists(updateReqVO.getId());
         if (ObjUtil.notEqual(conversation.getUserId(), userId)) {
             throw exception(CHAT_CONVERSATION_NOT_EXISTS);
         }
@@ -103,7 +107,7 @@ public class AiChatConversationServiceImpl implements AiChatConversationService
     @Override
     public void deleteChatConversationMy(Long id, Long userId) {
         // 1. 校验对话是否存在
-        AiChatConversationDO conversation = validateExists(id);
+        AiChatConversationDO conversation = validateChatConversationExists(id);
         if (ObjUtil.notEqual(conversation.getUserId(), userId)) {
             throw exception(CHAT_CONVERSATION_NOT_EXISTS);
         }
@@ -119,7 +123,7 @@ public class AiChatConversationServiceImpl implements AiChatConversationService
         throw exception(CHAT_CONVERSATION_MODEL_ERROR);
     }
 
-    public AiChatConversationDO validateExists(Long id) {
+    public AiChatConversationDO validateChatConversationExists(Long id) {
         AiChatConversationDO conversation = chatConversationMapper.selectById(id);
         if (conversation == null) {
             throw exception(CHAT_CONVERSATION_NOT_EXISTS);
@@ -128,12 +132,17 @@ public class AiChatConversationServiceImpl implements AiChatConversationService
     }
 
     @Override
-    public void deleteMyAllExceptPinned(Long loginUserId) {
-        chatConversationMapper.delete(
-                new LambdaQueryWrapperX<AiChatConversationDO>()
-                        .eq(AiChatConversationDO::getUserId, loginUserId)
-                        .eq(AiChatConversationDO::getPinned, false)
-        );
+    public void deleteChatConversationMyByUnpinned(Long userId) {
+        List<AiChatConversationDO> list = chatConversationMapper.selectListByUserIdAndPinned(userId, false);
+        if (CollUtil.isEmpty(list)) {
+            return;
+        }
+        chatConversationMapper.deleteBatchIds(convertList(list, AiChatConversationDO::getId));
+    }
+
+    @Override
+    public PageResult<AiChatConversationDO> getChatConversationPage(AiChatConversationPageReqVO pageReqVO) {
+        return chatConversationMapper.selectChatConversationPage(pageReqVO);
     }
 
 }
diff --git a/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/service/chat/AiChatMessageService.java b/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/service/chat/AiChatMessageService.java
index d7f3e8078..329e2cb1b 100644
--- a/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/service/chat/AiChatMessageService.java
+++ b/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/service/chat/AiChatMessageService.java
@@ -5,7 +5,9 @@ import cn.iocoder.yudao.module.ai.controller.admin.chat.vo.message.*;
 import cn.iocoder.yudao.module.ai.dal.dataobject.chat.AiChatMessageDO;
 import reactor.core.publisher.Flux;
 
+import java.util.Collection;
 import java.util.List;
+import java.util.Map;
 
 /**
  * AI 聊天消息 Service 接口
@@ -32,9 +34,9 @@ public interface AiChatMessageService {
     Flux<CommonResult<AiChatMessageSendRespVO>> sendChatMessageStream(AiChatMessageSendReqVO sendReqVO, Long userId);
 
     /**
-     * 获得指定会话的消息列表
+     * 获得指定对话的消息列表
      *
-     * @param conversationId 会话编号
+     * @param conversationId 对话编号
      * @return 消息列表
      */
     List<AiChatMessageDO> getChatMessageListByConversationId(Long conversationId);
@@ -48,11 +50,19 @@ public interface AiChatMessageService {
     void deleteChatMessage(Long id, Long userId);
 
     /**
-     * 删除指定会话的消息
+     * 删除指定对话的消息
      *
-     * @param conversationId 会话编号
+     * @param conversationId 对话编号
      * @param userId 用户编号
      */
     void deleteChatMessageByConversationId(Long conversationId, Long userId);
 
+    /**
+     * 获得聊天对话的消息数量 Map
+     *
+     * @param conversationIds 对话编号数组
+     * @return 消息数量 Map
+     */
+    Map<Long, Integer> getChatMessageCountMap(Collection<Long> conversationIds);
+
 }
diff --git a/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/service/chat/AiChatMessageServiceImpl.java b/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/service/chat/AiChatMessageServiceImpl.java
index 8da9110ba..55ae7a7a3 100644
--- a/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/service/chat/AiChatMessageServiceImpl.java
+++ b/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/service/chat/AiChatMessageServiceImpl.java
@@ -5,7 +5,6 @@ import cn.hutool.core.util.ObjUtil;
 import cn.hutool.core.util.StrUtil;
 import cn.iocoder.yudao.framework.ai.core.enums.AiPlatformEnum;
 import cn.iocoder.yudao.framework.ai.core.factory.AiClientFactory;
-import cn.iocoder.yudao.framework.common.exception.ErrorCode;
 import cn.iocoder.yudao.framework.common.pojo.CommonResult;
 import cn.iocoder.yudao.framework.common.util.object.BeanUtils;
 import cn.iocoder.yudao.module.ai.ErrorCodeConstants;
@@ -15,7 +14,6 @@ import cn.iocoder.yudao.module.ai.service.model.AiApiKeyService;
 import cn.iocoder.yudao.module.system.api.user.AdminUserApi;
 import cn.iocoder.yudao.module.system.api.user.dto.AdminUserRespDTO;
 import jakarta.annotation.Resource;
-import org.reactivestreams.Publisher;
 import org.springframework.ai.chat.ChatResponse;
 import org.springframework.ai.chat.StreamingChatClient;
 import org.springframework.ai.chat.messages.*;
@@ -34,7 +32,6 @@ import lombok.extern.slf4j.Slf4j;
 import org.springframework.stereotype.Service;
 import org.springframework.transaction.annotation.Transactional;
 import reactor.core.publisher.Flux;
-import reactor.core.scheduler.Schedulers;
 
 import java.time.LocalDateTime;
 import java.util.*;
@@ -115,7 +112,7 @@ public class AiChatMessageServiceImpl implements AiChatMessageService {
     @Override
     public Flux<CommonResult<AiChatMessageSendRespVO>> sendChatMessageStream(AiChatMessageSendReqVO sendReqVO, Long userId) {
         // 1.1 校验对话存在
-        AiChatConversationDO conversation = chatConversationService.validateExists(sendReqVO.getConversationId());
+        AiChatConversationDO conversation = chatConversationService.validateChatConversationExists(sendReqVO.getConversationId());
         if (ObjUtil.notEqual(conversation.getUserId(), userId)) {
             throw exception(CHAT_CONVERSATION_NOT_EXISTS); // TODO 芋艿：异常情况的对接；
         }
@@ -189,7 +186,7 @@ public class AiChatMessageServiceImpl implements AiChatMessageService {
      * n 组：指的是 user + assistant 形成一组
      *
      * @param messages 消息列表
-     * @param conversation 会话
+     * @param conversation 对话
      * @param sendReqVO 发送请求
      * @return 消息上下文
      */
@@ -258,4 +255,9 @@ public class AiChatMessageServiceImpl implements AiChatMessageService {
         chatMessageMapper.deleteBatchIds(convertList(messages, AiChatMessageDO::getId));
     }
 
+    @Override
+    public Map<Long, Integer> getChatMessageCountMap(Collection<Long> conversationIds) {
+        return chatMessageMapper.selectCountMapByConversationId(conversationIds);
+    }
+
 }