feat(ai-companion): 补充点赞与评论统计字段

- 在 AiCompanionVO 新增 likeCount、commentCount
- 分页接口批量聚合点赞/评论数并填充到 VO
- 减少 N+1 查询，提升列表接口性能

.omc/ultrawork-state.json

@@ -2,6 +2,6 @@
   "active": true,
   "started_at": "2026-01-26T13:01:18.447Z",
   "original_prompt": "刚刚回滚了代码，现在AI陪聊角色评论需要使用KeyboardAiCompanionCommentLikeService添加一个评论点赞接口，用来记录点赞和取消点赞。 ulw",
-  "reinforcement_count": 4,
+  "reinforcement_count": 8,
-  "last_checked_at": "2026-01-26T13:55:34.306Z"
+  "last_checked_at": "2026-01-27T10:35:42.226Z"
 }

src/main/java/com/yolo/keyborad/common/ErrorCode.java

@@ -30,6 +30,7 @@ public enum ErrorCode {
     CHAT_SAVE_DATA_EMPTY(40010, "保存数据不能为空"),
     COMPANION_MESSAGE_EMPTY(40011, "消息内容不能为空"),
     COMPANION_ID_EMPTY(40012, "AI陪聊角色ID不能为空"),
+    COMPANION_NOT_FOUND(40019, "AI陪聊角色不存在"),
     COMMENT_CONTENT_EMPTY(40013, "评论内容不能为空"),
     COMMENT_NOT_FOUND(40014, "评论不存在"),
     COMMENT_ID_EMPTY(40015, "评论ID不能为空"),
@@ -70,7 +71,11 @@ public enum ErrorCode {
     INVITE_CODE_ALREADY_BOUND(50028, "您已绑定过邀请码，无法重复绑定"),
     INVITE_CODE_CANNOT_BIND_SELF(50029, "不能绑定自己的邀请码"),
     RECEIPT_ALREADY_PROCESSED(50027, "收据已处理"),
-    VIP_TRIAL_LIMIT_REACHED(50030, "今日体验次数已达上限，请开通会员");
+    VIP_TRIAL_LIMIT_REACHED(50030, "今日体验次数已达上限，请开通会员"),
+    AUDIO_FILE_EMPTY(40016, "音频文件不能为空"),
+    AUDIO_FILE_TOO_LARGE(40017, "音频文件过大"),
+    AUDIO_FORMAT_NOT_SUPPORTED(40018, "音频格式不支持"),
+    STT_SERVICE_ERROR(50031, "语音转文字服务异常");
 
     /**
      * 状态码

src/main/java/com/yolo/keyborad/config/DeepgramProperties.java

@@ -0,0 +1,34 @@
+package com.yolo.keyborad.config;
+
+import lombok.Data;
+import org.springframework.boot.context.properties.ConfigurationProperties;
+import org.springframework.stereotype.Component;
+
+/**
+ * Deepgram STT 配置
+ *
+ * @author ziin
+ */
+@Data
+@Component
+@ConfigurationProperties(prefix = "deepgram")
+public class DeepgramProperties {
+
+    /** API Key */
+    private String apiKey;
+
+    /** 基础 URL */
+    private String baseUrl = "https://api.deepgram.com/v1";
+
+    /** 模型 ID */
+    private String model = "nova-2";
+
+    /** 默认语言 */
+    private String language = "en";
+
+    /** 智能格式化 */
+    private Boolean smartFormat = true;
+
+    /** 添加标点符号 */
+    private Boolean punctuate = true;
+}

src/main/java/com/yolo/keyborad/config/SaTokenConfigure.java

@@ -114,7 +114,8 @@ public class SaTokenConfigure implements WebMvcConfigurer {
                 "/chat/audio/*",
                 "/ai-companion/page",
                 "/chat/history",
-                "/ai-companion/comment/add"
+                "/ai-companion/comment/add",
+                "/speech/transcribe"
         };
     }
     @Bean

src/main/java/com/yolo/keyborad/controller/AiCompanionController.java

@@ -1,10 +1,15 @@
 package com.yolo.keyborad.controller;
 
+import cn.dev33.satoken.stp.StpUtil;
 import com.baomidou.mybatisplus.core.metadata.IPage;
 import com.yolo.keyborad.common.BaseResponse;
+import com.yolo.keyborad.common.ErrorCode;
 import com.yolo.keyborad.common.ResultUtils;
+import com.yolo.keyborad.exception.BusinessException;
 import com.yolo.keyborad.model.dto.PageDTO;
+import com.yolo.keyborad.model.dto.companion.CompanionLikeReq;
 import com.yolo.keyborad.model.vo.AiCompanionVO;
+import com.yolo.keyborad.service.KeyboardAiCompanionLikeService;
 import com.yolo.keyborad.service.KeyboardAiCompanionService;
 import io.swagger.v3.oas.annotations.Operation;
 import io.swagger.v3.oas.annotations.tags.Tag;
@@ -25,10 +30,25 @@ public class AiCompanionController {
     @Resource
     private KeyboardAiCompanionService aiCompanionService;
 
+    @Resource
+    private KeyboardAiCompanionLikeService aiCompanionLikeService;
+
     @PostMapping("/page")
     @Operation(summary = "分页查询AI陪聊角色", description = "分页查询已上线的AI陪聊角色列表")
     public BaseResponse<IPage<AiCompanionVO>> pageList(@RequestBody PageDTO pageDTO) {
         IPage<AiCompanionVO> result = aiCompanionService.pageList(pageDTO.getPageNum(), pageDTO.getPageSize());
         return ResultUtils.success(result);
     }
+
+    @PostMapping("/like")
+    @Operation(summary = "点赞/取消点赞AI角色", description = "对AI角色进行点赞或取消点赞操作，返回true表示点赞成功，false表示取消点赞成功")
+    public BaseResponse<Boolean> toggleLike(@RequestBody CompanionLikeReq req) {
+        if (req.getCompanionId() == null) {
+            throw new BusinessException(ErrorCode.COMPANION_ID_EMPTY);
+        }
+
+        Long userId = StpUtil.getLoginIdAsLong();
+        boolean result = aiCompanionLikeService.toggleLike(userId, req.getCompanionId());
+        return ResultUtils.success(result);
+    }
 }

src/main/java/com/yolo/keyborad/controller/SpeechController.java

@@ -0,0 +1,34 @@
+package com.yolo.keyborad.controller;
+
+import com.yolo.keyborad.common.BaseResponse;
+import com.yolo.keyborad.common.ResultUtils;
+import com.yolo.keyborad.model.vo.SpeechToTextVO;
+import com.yolo.keyborad.service.DeepgramService;
+import io.swagger.v3.oas.annotations.Operation;
+import io.swagger.v3.oas.annotations.tags.Tag;
+import jakarta.annotation.Resource;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.web.bind.annotation.*;
+import org.springframework.web.multipart.MultipartFile;
+
+/**
+ * 语音服务控制器
+ *
+ * @author ziin
+ */
+@RestController
+@Slf4j
+@RequestMapping("/speech")
+@Tag(name = "语音服务", description = "语音相关功能接口")
+public class SpeechController {
+
+    @Resource
+    private DeepgramService deepgramService;
+
+    @PostMapping("/transcribe")
+    @Operation(summary = "语音转文字", description = "上传音频文件并转换为文本")
+    public BaseResponse<SpeechToTextVO> transcribe(@RequestPart("file") MultipartFile file) {
+        SpeechToTextVO result = deepgramService.transcribe(file);
+        return ResultUtils.success(result);
+    }
+}

src/main/java/com/yolo/keyborad/mapper/KeyboardAiCompanionLikeMapper.java

@@ -0,0 +1,12 @@
+package com.yolo.keyborad.mapper;
+
+import com.baomidou.mybatisplus.core.mapper.BaseMapper;
+import com.yolo.keyborad.model.entity.KeyboardAiCompanionLike;
+
+/*
+* @author: ziin
+* @date: 2026/1/27 18:18
+*/
+    
+public interface KeyboardAiCompanionLikeMapper extends BaseMapper<KeyboardAiCompanionLike> {
+}

src/main/java/com/yolo/keyborad/model/dto/companion/CompanionLikeReq.java

@@ -0,0 +1,16 @@
+package com.yolo.keyborad.model.dto.companion;
+
+import io.swagger.v3.oas.annotations.media.Schema;
+import lombok.Data;
+
+/*
+ * @author: ziin
+ * @date: 2026/1/27
+ */
+@Data
+@Schema(description = "AI角色点赞请求")
+public class CompanionLikeReq {
+
+    @Schema(description = "AI角色ID", requiredMode = Schema.RequiredMode.REQUIRED)
+    private Long companionId;
+}

src/main/java/com/yolo/keyborad/model/entity/KeyboardAiCompanionLike.java

@@ -0,0 +1,64 @@
+package com.yolo.keyborad.model.entity;
+
+import com.baomidou.mybatisplus.annotation.IdType;
+import com.baomidou.mybatisplus.annotation.TableField;
+import com.baomidou.mybatisplus.annotation.TableId;
+import com.baomidou.mybatisplus.annotation.TableName;
+import io.swagger.v3.oas.annotations.media.Schema;
+import java.util.Date;
+import lombok.Data;
+
+/*
+* @author: ziin
+* @date: 2026/1/27 18:18
+*/
+    
+/**
+ * 用户对AI陪伴角色的点赞行为记录表，用于记录点赞与取消点赞
+ */
+@Schema(description="用户对AI陪伴角色的点赞行为记录表，用于记录点赞与取消点赞")
+@Data
+@TableName(value = "keyboard_ai_companion_like")
+public class KeyboardAiCompanionLike {
+    /**
+     * AI角色点赞记录唯一ID
+     */
+    @TableId(value = "id", type = IdType.AUTO)
+    @Schema(description="AI角色点赞记录唯一ID")
+    private Long id;
+
+    /**
+     * 被点赞的AI陪伴角色ID
+     */
+    @TableField(value = "companion_id")
+    @Schema(description="被点赞的AI陪伴角色ID")
+    private Long companionId;
+
+    /**
+     * 执行点赞操作的用户ID
+     */
+    @TableField(value = "user_id")
+    @Schema(description="执行点赞操作的用户ID")
+    private Long userId;
+
+    /**
+     * 点赞状态：1=已点赞，0=已取消
+     */
+    @TableField(value = "\"status\"")
+    @Schema(description="点赞状态：1=已点赞，0=已取消")
+    private Short status;
+
+    /**
+     * 首次点赞时间
+     */
+    @TableField(value = "created_at")
+    @Schema(description="首次点赞时间")
+    private Date createdAt;
+
+    /**
+     * 点赞状态最近更新时间
+     */
+    @TableField(value = "updated_at")
+    @Schema(description="点赞状态最近更新时间")
+    private Date updatedAt;
+}

src/main/java/com/yolo/keyborad/model/vo/AiCompanionVO.java

@@ -55,6 +55,12 @@ public class AiCompanionVO {
     @Schema(description = "开场白音频")
     private String prologueAudio;
 
+    @Schema(description = "点赞总数")
+    private Integer likeCount;
+
+    @Schema(description = "评论总数")
+    private Integer commentCount;
+
     @Schema(description = "创建时间")
     private Date createdAt;
 }

src/main/java/com/yolo/keyborad/model/vo/SpeechToTextVO.java

@@ -0,0 +1,32 @@
+package com.yolo.keyborad.model.vo;
+
+import io.swagger.v3.oas.annotations.media.Schema;
+import lombok.AllArgsConstructor;
+import lombok.Builder;
+import lombok.Data;
+import lombok.NoArgsConstructor;
+
+/**
+ * 语音转文字响应VO
+ *
+ * @author ziin
+ */
+@Data
+@Builder
+@NoArgsConstructor
+@AllArgsConstructor
+@Schema(description = "语音转文字响应")
+public class SpeechToTextVO {
+
+    @Schema(description = "转录文本")
+    private String transcript;
+
+    @Schema(description = "置信度")
+    private Double confidence;
+
+    @Schema(description = "音频时长（秒）")
+    private Double duration;
+
+    @Schema(description = "检测到的语言")
+    private String detectedLanguage;
+}

src/main/java/com/yolo/keyborad/service/DeepgramService.java

@@ -0,0 +1,29 @@
+package com.yolo.keyborad.service;
+
+import com.yolo.keyborad.model.vo.SpeechToTextVO;
+import org.springframework.web.multipart.MultipartFile;
+
+/**
+ * Deepgram STT 语音转文字服务接口
+ *
+ * @author ziin
+ */
+public interface DeepgramService {
+
+    /**
+     * 将音频文件转换为文字（使用默认语言）
+     *
+     * @param audioFile 音频文件
+     * @return 语音转文字结果
+     */
+    SpeechToTextVO transcribe(MultipartFile audioFile);
+
+    /**
+     * 将音频文件转换为文字（指定语言）
+     *
+     * @param audioFile 音频文件
+     * @param language  语言代码（如 en, zh, ja 等）
+     * @return 语音转文字结果
+     */
+    SpeechToTextVO transcribe(MultipartFile audioFile, String language);
+}

src/main/java/com/yolo/keyborad/service/KeyboardAiCompanionLikeService.java

@@ -0,0 +1,41 @@
+package com.yolo.keyborad.service;
+
+import com.yolo.keyborad.model.entity.KeyboardAiCompanionLike;
+import com.baomidou.mybatisplus.extension.service.IService;
+
+import java.util.List;
+import java.util.Set;
+
+/*
+ * @author: ziin
+ * @date: 2026/1/27 18:18
+ */
+public interface KeyboardAiCompanionLikeService extends IService<KeyboardAiCompanionLike> {
+
+    /**
+     * 点赞/取消点赞AI角色
+     *
+     * @param userId      用户ID
+     * @param companionId AI角色ID
+     * @return true=点赞成功，false=取消点赞成功
+     */
+    boolean toggleLike(Long userId, Long companionId);
+
+    /**
+     * 检查用户是否已点赞某AI角色
+     *
+     * @param userId      用户ID
+     * @param companionId AI角色ID
+     * @return true=已点赞，false=未点赞
+     */
+    boolean hasLiked(Long userId, Long companionId);
+
+    /**
+     * 批量获取用户已点赞的AI角色ID列表
+     *
+     * @param userId       用户ID
+     * @param companionIds AI角色ID列表
+     * @return 已点赞的AI角色ID集合
+     */
+    Set<Long> getLikedCompanionIds(Long userId, List<Long> companionIds);
+}

src/main/java/com/yolo/keyborad/service/impl/DeepgramServiceImpl.java

@@ -0,0 +1,182 @@
+package com.yolo.keyborad.service.impl;
+
+import cn.hutool.core.util.StrUtil;
+import com.alibaba.fastjson.JSONArray;
+import com.alibaba.fastjson.JSONObject;
+import com.yolo.keyborad.common.ErrorCode;
+import com.yolo.keyborad.config.DeepgramProperties;
+import com.yolo.keyborad.exception.BusinessException;
+import com.yolo.keyborad.model.vo.SpeechToTextVO;
+import com.yolo.keyborad.service.DeepgramService;
+import jakarta.annotation.Resource;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.http.MediaType;
+import org.springframework.stereotype.Service;
+import org.springframework.web.client.RestClient;
+import org.springframework.web.multipart.MultipartFile;
+
+import java.io.IOException;
+import java.util.Arrays;
+import java.util.List;
+
+/**
+ * Deepgram STT 语音转文字服务实现
+ * 参考: https://developers.deepgram.com/docs/getting-started-with-pre-recorded-audio
+ *
+ * @author ziin
+ */
+@Service
+@Slf4j
+public class DeepgramServiceImpl implements DeepgramService {
+
+    @Resource
+    private DeepgramProperties deepgramProperties;
+
+    @Resource
+    private RestClient restClient;
+
+    // 支持的音频MIME类型
+    private static final List<String> ALLOWED_AUDIO_TYPES = Arrays.asList(
+            "audio/wav", "audio/wave",
+            "audio/mp3", "audio/mpeg",
+            "audio/webm",
+            "audio/ogg",
+            "audio/flac",
+            "audio/m4a"
+    );
+
+    // 最大文件大小：20MB
+    private static final long MAX_FILE_SIZE = 20 * 1024 * 1024;
+
+    @Override
+    public SpeechToTextVO transcribe(MultipartFile audioFile) {
+        return transcribe(audioFile, deepgramProperties.getLanguage());
+    }
+
+    @Override
+    public SpeechToTextVO transcribe(MultipartFile audioFile, String language) {
+        // 1. 参数校验
+        validateAudioFile(audioFile);
+
+        if (StrUtil.isBlank(language)) {
+            language = deepgramProperties.getLanguage();
+        }
+
+        // 2. 获取音频Content-Type
+        String contentType = audioFile.getContentType();
+        if (StrUtil.isBlank(contentType) || !ALLOWED_AUDIO_TYPES.contains(contentType)) {
+            log.warn("不支持的音频格式: {}", contentType);
+            throw new BusinessException(ErrorCode.AUDIO_FORMAT_NOT_SUPPORTED);
+        }
+
+        // 3. 构建请求URL
+        String requestUrl = buildRequestUrl(language);
+
+        log.info("调用 Deepgram STT API, language: {}, contentType: {}, 文件大小: {} bytes",
+                language, contentType, audioFile.getSize());
+        long startTime = System.currentTimeMillis();
+
+        try {
+            // 4. 发送请求
+            byte[] audioBytes = audioFile.getBytes();
+
+            String responseJson = restClient.post()
+                    .uri(requestUrl)
+                    .contentType(MediaType.parseMediaType(contentType))
+                    .header("Authorization", "Token " + deepgramProperties.getApiKey())
+                    .body(audioBytes)
+                    .retrieve()
+                    .body(String.class);
+
+            long duration = System.currentTimeMillis() - startTime;
+            log.info("Deepgram STT API 响应成功, 耗时: {}ms", duration);
+
+            // 5. 解析响应
+            return parseResponse(responseJson);
+
+        } catch (IOException e) {
+            log.error("读取音频文件失败", e);
+            throw new BusinessException(ErrorCode.SYSTEM_ERROR, "音频文件读取失败: " + e.getMessage());
+        } catch (Exception e) {
+            log.error("调用 Deepgram STT API 发生异常", e);
+            throw new BusinessException(ErrorCode.STT_SERVICE_ERROR, "语音转文字服务异常: " + e.getMessage());
+        }
+    }
+
+    /**
+     * 校验音频文件
+     */
+    private void validateAudioFile(MultipartFile audioFile) {
+        if (audioFile == null || audioFile.isEmpty()) {
+            throw new BusinessException(ErrorCode.AUDIO_FILE_EMPTY);
+        }
+
+        if (audioFile.getSize() > MAX_FILE_SIZE) {
+            throw new BusinessException(ErrorCode.AUDIO_FILE_TOO_LARGE);
+        }
+    }
+
+    /**
+     * 构建请求URL
+     */
+    private String buildRequestUrl(String language) {
+        StringBuilder url = new StringBuilder(deepgramProperties.getBaseUrl());
+        url.append("/listen");
+
+        // 添加查询参数
+        url.append("?model=").append(deepgramProperties.getModel());
+        url.append("&language=").append(language);
+
+        if (deepgramProperties.getSmartFormat()) {
+            url.append("&smart_format=true");
+        }
+        if (deepgramProperties.getPunctuate()) {
+            url.append("&punctuate=true");
+        }
+
+        return url.toString();
+    }
+
+    /**
+     * 解析响应JSON
+     */
+    private SpeechToTextVO parseResponse(String responseJson) {
+        JSONObject jsonResponse = JSONObject.parseObject(responseJson);
+
+        // 解析 metadata
+        JSONObject metadata = jsonResponse.getJSONObject("metadata");
+        Double duration = metadata != null ? metadata.getDouble("duration") : null;
+
+        // 解析 results
+        JSONObject results = jsonResponse.getJSONObject("results");
+        if (results == null) {
+            throw new BusinessException(ErrorCode.STT_SERVICE_ERROR, "响应格式错误: 缺少 results");
+        }
+
+        JSONArray channels = results.getJSONArray("channels");
+        if (channels == null || channels.isEmpty()) {
+            throw new BusinessException(ErrorCode.STT_SERVICE_ERROR, "响应格式错误: 缺少 channels");
+        }
+
+        JSONObject channel = channels.getJSONObject(0);
+        JSONArray alternatives = channel.getJSONArray("alternatives");
+        if (alternatives == null || alternatives.isEmpty()) {
+            throw new BusinessException(ErrorCode.STT_SERVICE_ERROR, "响应格式错误: 缺少 alternatives");
+        }
+
+        JSONObject alternative = alternatives.getJSONObject(0);
+        String transcript = alternative.getString("transcript");
+        Double confidence = alternative.getDouble("confidence");
+        String detectedLanguage = channel.getString("detected_language");
+
+        log.info("转录成功, 文本长度: {}, 置信度: {}, 检测语言: {}",
+                transcript != null ? transcript.length() : 0, confidence, detectedLanguage);
+
+        return SpeechToTextVO.builder()
+                .transcript(transcript)
+                .confidence(confidence)
+                .duration(duration)
+                .detectedLanguage(detectedLanguage)
+                .build();
+    }
+}

src/main/java/com/yolo/keyborad/service/impl/KeyboardAiCompanionLikeServiceImpl.java

@@ -0,0 +1,103 @@
+package com.yolo.keyborad.service.impl;
+
+import com.baomidou.mybatisplus.core.conditions.query.LambdaQueryWrapper;
+import com.baomidou.mybatisplus.extension.service.impl.ServiceImpl;
+import com.yolo.keyborad.common.ErrorCode;
+import com.yolo.keyborad.exception.BusinessException;
+import com.yolo.keyborad.mapper.KeyboardAiCompanionLikeMapper;
+import com.yolo.keyborad.mapper.KeyboardAiCompanionMapper;
+import com.yolo.keyborad.model.entity.KeyboardAiCompanion;
+import com.yolo.keyborad.model.entity.KeyboardAiCompanionLike;
+import com.yolo.keyborad.service.KeyboardAiCompanionLikeService;
+import jakarta.annotation.Resource;
+import org.springframework.stereotype.Service;
+import org.springframework.transaction.annotation.Transactional;
+
+import java.util.Date;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Set;
+import java.util.stream.Collectors;
+
+/*
+ * @author: ziin
+ * @date: 2026/1/27 18:18
+ */
+@Service
+public class KeyboardAiCompanionLikeServiceImpl extends ServiceImpl<KeyboardAiCompanionLikeMapper, KeyboardAiCompanionLike> implements KeyboardAiCompanionLikeService {
+
+    @Resource
+    private KeyboardAiCompanionMapper companionMapper;
+
+    @Override
+    public boolean hasLiked(Long userId, Long companionId) {
+        LambdaQueryWrapper<KeyboardAiCompanionLike> queryWrapper = new LambdaQueryWrapper<>();
+        queryWrapper.eq(KeyboardAiCompanionLike::getUserId, userId)
+                .eq(KeyboardAiCompanionLike::getCompanionId, companionId)
+                .eq(KeyboardAiCompanionLike::getStatus, (short) 1);
+        return this.count(queryWrapper) > 0;
+    }
+
+    @Override
+    public Set<Long> getLikedCompanionIds(Long userId, List<Long> companionIds) {
+        if (companionIds == null || companionIds.isEmpty()) {
+            return new HashSet<>();
+        }
+        LambdaQueryWrapper<KeyboardAiCompanionLike> queryWrapper = new LambdaQueryWrapper<>();
+        queryWrapper.eq(KeyboardAiCompanionLike::getUserId, userId)
+                .in(KeyboardAiCompanionLike::getCompanionId, companionIds)
+                .eq(KeyboardAiCompanionLike::getStatus, (short) 1);
+        List<KeyboardAiCompanionLike> likes = this.list(queryWrapper);
+        return likes.stream()
+                .map(KeyboardAiCompanionLike::getCompanionId)
+                .collect(Collectors.toSet());
+    }
+
+    @Override
+    @Transactional(rollbackFor = Exception.class)
+    public boolean toggleLike(Long userId, Long companionId) {
+        // 检查AI角色是否存在
+        KeyboardAiCompanion companion = companionMapper.selectById(companionId);
+        if (companion == null || companion.getStatus() != 1) {
+            throw new BusinessException(ErrorCode.COMPANION_NOT_FOUND);
+        }
+
+        // 查找现有点赞记录
+        LambdaQueryWrapper<KeyboardAiCompanionLike> queryWrapper = new LambdaQueryWrapper<>();
+        queryWrapper.eq(KeyboardAiCompanionLike::getUserId, userId)
+                .eq(KeyboardAiCompanionLike::getCompanionId, companionId);
+        KeyboardAiCompanionLike existingLike = this.getOne(queryWrapper);
+
+        Date now = new Date();
+        boolean isLiked;
+
+        if (existingLike != null) {
+            // 切换点赞状态
+            if (existingLike.getStatus() == 1) {
+                // 取消点赞
+                existingLike.setStatus((short) 0);
+                existingLike.setUpdatedAt(now);
+                this.updateById(existingLike);
+                isLiked = false;
+            } else {
+                // 重新点赞
+                existingLike.setStatus((short) 1);
+                existingLike.setUpdatedAt(now);
+                this.updateById(existingLike);
+                isLiked = true;
+            }
+        } else {
+            // 新增点赞记录
+            KeyboardAiCompanionLike like = new KeyboardAiCompanionLike();
+            like.setUserId(userId);
+            like.setCompanionId(companionId);
+            like.setStatus((short) 1);
+            like.setCreatedAt(now);
+            like.setUpdatedAt(now);
+            this.save(like);
+            isLiked = true;
+        }
+
+        return isLiked;
+    }
+}

src/main/java/com/yolo/keyborad/service/impl/KeyboardAiCompanionServiceImpl.java

@@ -6,13 +6,22 @@ import com.baomidou.mybatisplus.core.metadata.IPage;
 import com.baomidou.mybatisplus.extension.plugins.pagination.Page;
 import com.yolo.keyborad.common.ErrorCode;
 import com.yolo.keyborad.exception.BusinessException;
+import com.yolo.keyborad.model.entity.KeyboardAiCompanionComment;
+import com.yolo.keyborad.model.entity.KeyboardAiCompanionLike;
 import com.yolo.keyborad.model.vo.AiCompanionVO;
+import com.yolo.keyborad.service.KeyboardAiCompanionCommentService;
+import com.yolo.keyborad.service.KeyboardAiCompanionLikeService;
+import jakarta.annotation.Resource;
 import org.springframework.stereotype.Service;
 import com.baomidou.mybatisplus.extension.service.impl.ServiceImpl;
 import com.yolo.keyborad.model.entity.KeyboardAiCompanion;
 import com.yolo.keyborad.mapper.KeyboardAiCompanionMapper;
 import com.yolo.keyborad.service.KeyboardAiCompanionService;
 
+import java.util.List;
+import java.util.Map;
+import java.util.stream.Collectors;
+
 /*
  * @author: ziin
  * @date: 2026/1/26 13:51
@@ -20,6 +29,12 @@ import com.yolo.keyborad.service.KeyboardAiCompanionService;
 @Service
 public class KeyboardAiCompanionServiceImpl extends ServiceImpl<KeyboardAiCompanionMapper, KeyboardAiCompanion> implements KeyboardAiCompanionService {
 
+    @Resource
+    private KeyboardAiCompanionLikeService companionLikeService;
+
+    @Resource
+    private KeyboardAiCompanionCommentService companionCommentService;
+
     @Override
     public IPage<AiCompanionVO> pageList(Integer pageNum, Integer pageSize) {
         Page<KeyboardAiCompanion> page = new Page<>(pageNum, pageSize);
@@ -29,7 +44,43 @@ public class KeyboardAiCompanionServiceImpl extends ServiceImpl<KeyboardAiCompan
                 .orderByDesc(KeyboardAiCompanion::getSortOrder)
                 .orderByDesc(KeyboardAiCompanion::getPopularityScore);
         IPage<KeyboardAiCompanion> entityPage = this.page(page, queryWrapper);
-        return entityPage.convert(entity -> BeanUtil.copyProperties(entity, AiCompanionVO.class));
+
+        // 获取所有角色ID
+        List<Long> companionIds = entityPage.getRecords().stream()
+                .map(KeyboardAiCompanion::getId)
+                .collect(Collectors.toList());
+
+        // 批量统计点赞数
+        Map<Long, Long> likeCountMap = Map.of();
+        if (!companionIds.isEmpty()) {
+            LambdaQueryWrapper<KeyboardAiCompanionLike> likeWrapper = new LambdaQueryWrapper<>();
+            likeWrapper.in(KeyboardAiCompanionLike::getCompanionId, companionIds)
+                    .eq(KeyboardAiCompanionLike::getStatus, (short) 1);
+            List<KeyboardAiCompanionLike> likes = companionLikeService.list(likeWrapper);
+            likeCountMap = likes.stream()
+                    .collect(Collectors.groupingBy(KeyboardAiCompanionLike::getCompanionId, Collectors.counting()));
+        }
+
+        // 批量统计评论数
+        Map<Long, Long> commentCountMap = Map.of();
+        if (!companionIds.isEmpty()) {
+            LambdaQueryWrapper<KeyboardAiCompanionComment> commentWrapper = new LambdaQueryWrapper<>();
+            commentWrapper.in(KeyboardAiCompanionComment::getCompanionId, companionIds)
+                    .eq(KeyboardAiCompanionComment::getStatus, (short) 1);
+            List<KeyboardAiCompanionComment> comments = companionCommentService.list(commentWrapper);
+            commentCountMap = comments.stream()
+                    .collect(Collectors.groupingBy(KeyboardAiCompanionComment::getCompanionId, Collectors.counting()));
+        }
+
+        // 转换为VO并填充统计数据
+        Map<Long, Long> finalLikeCountMap = likeCountMap;
+        Map<Long, Long> finalCommentCountMap = commentCountMap;
+        return entityPage.convert(entity -> {
+            AiCompanionVO vo = BeanUtil.copyProperties(entity, AiCompanionVO.class);
+            vo.setLikeCount(finalLikeCountMap.getOrDefault(entity.getId(), 0L).intValue());
+            vo.setCommentCount(finalCommentCountMap.getOrDefault(entity.getId(), 0L).intValue());
+            return vo;
+        });
     }
 
     @Override

src/main/resources/application-dev.yml

@@ -106,3 +106,10 @@ elevenlabs:
   voice-id: JBFqnCBsd6RMkjVDRZzb
   model-id: eleven_turbo_v2_5
   output-format: mp3_44100_128
+
+deepgram:
+  api-key: 9c792eb63a65d644cbc95785155754cd1e84f8cf
+  model: nova-2
+  language: en
+  smart-format: true
+  punctuate: true

src/main/resources/mapper/KeyboardAiCompanionLikeMapper.xml

@@ -0,0 +1,18 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<!DOCTYPE mapper PUBLIC "-//mybatis.org//DTD Mapper 3.0//EN" "http://mybatis.org/dtd/mybatis-3-mapper.dtd">
+<mapper namespace="com.yolo.keyborad.mapper.KeyboardAiCompanionLikeMapper">
+  <resultMap id="BaseResultMap" type="com.yolo.keyborad.model.entity.KeyboardAiCompanionLike">
+    <!--@mbg.generated-->
+    <!--@Table keyboard_ai_companion_like-->
+    <id column="id" jdbcType="BIGINT" property="id" />
+    <result column="companion_id" jdbcType="BIGINT" property="companionId" />
+    <result column="user_id" jdbcType="BIGINT" property="userId" />
+    <result column="status" jdbcType="SMALLINT" property="status" />
+    <result column="created_at" jdbcType="TIMESTAMP" property="createdAt" />
+    <result column="updated_at" jdbcType="TIMESTAMP" property="updatedAt" />
+  </resultMap>
+  <sql id="Base_Column_List">
+    <!--@mbg.generated-->
+    id, companion_id, user_id, "status", created_at, updated_at
+  </sql>
+</mapper>