TASK:LLM；

src/main/java/com/ai/da/common/security/filter/AuthenticationFilter.java

@@ -53,7 +53,8 @@ public class AuthenticationFilter extends OncePerRequestFilter {
                     "/api/portfolio/page", "/api/portfolio/detail", "/api/portfolio/commentPage", "/api/portfolio/viewsIncrease",
                     "/api/account/designWorksRegister","/api/account/questionnaire","/api/stripe/trade/notify",
                     "/notification","/api/account/activateNewEmail","/api/third/party/auth/google_callback","/api/third/party/parseGoogleCredential","/api/third/party/receiveDesignResults","/api/third/party/parseWeChatCode","/api/third/party/receiveDesignParams"
-                    , "api/account/schoolLogin", "api/account/enterpriseLogin", "api/account/organizationNameSearch"
+                    , "api/account/schoolLogin", "api/account/enterpriseLogin", "api/account/organizationNameSearch",
+                    "/api/llm/stream"
             );
 
     @Override

src/main/java/com/ai/da/controller/LLMController.java

@@ -0,0 +1,81 @@
+package com.ai.da.controller;
+
+import com.ai.da.common.config.exception.BusinessException;
+import com.ai.da.common.response.PageBaseResponse;
+import com.ai.da.common.response.Response;
+import com.ai.da.mapper.primary.entity.Account;
+import com.ai.da.mapper.primary.entity.AccountExtend;
+import com.ai.da.mapper.primary.entity.ChatMessage;
+import com.ai.da.mapper.primary.entity.TrialOrder;
+import com.ai.da.model.dto.*;
+import com.ai.da.model.vo.AccountLoginVO;
+import com.ai.da.model.vo.AccountPreLoginVO;
+import com.ai.da.model.vo.BindEmailVO;
+import com.ai.da.model.vo.PersonalHomepageVO;
+import com.ai.da.service.AccountService;
+import com.ai.da.service.LLMService;
+import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson.JSONObject;
+import io.swagger.annotations.Api;
+import io.swagger.annotations.ApiOperation;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.http.HttpStatus;
+import org.springframework.http.MediaType;
+import org.springframework.util.StringUtils;
+import org.springframework.web.bind.annotation.*;
+import org.springframework.web.multipart.MultipartFile;
+import org.springframework.web.servlet.mvc.method.annotation.SseEmitter;
+
+import javax.annotation.Resource;
+import javax.servlet.http.HttpServletRequest;
+import javax.servlet.http.HttpServletResponse;
+import javax.validation.Valid;
+import java.io.BufferedReader;
+import java.io.InputStreamReader;
+import java.io.OutputStream;
+import java.net.HttpURLConnection;
+import java.net.URL;
+import java.net.URLEncoder;
+import java.nio.charset.StandardCharsets;
+import java.util.*;
+import java.util.concurrent.ExecutorService;
+import java.util.concurrent.Executors;
+
+
+@Api(tags = "llm模块")
+@Slf4j
+@RestController
+@RequestMapping("/api/llm")
+public class LLMController {
+
+    @Resource
+    private LLMService llmService;
+
+    @ApiOperation(value = "对话")
+    @CrossOrigin
+    @GetMapping(value = "/stream", produces = MediaType.TEXT_EVENT_STREAM_VALUE)
+    public SseEmitter streamPrompt(@RequestParam String prompt,
+                                   @RequestParam Long projectId,
+                                   @RequestParam(required = false) String fileUrl,
+                                   @RequestParam String token) {
+        return llmService.stream(prompt, projectId, fileUrl, token);
+    }
+
+    @ApiOperation(value = "对话创建项目")
+    @GetMapping(value = "/chatCreateProject")
+    public Response<Long> chatCreateProject(@RequestParam String prompt) {
+        return Response.success(llmService.chatCreateProject(prompt));
+    }
+
+    @ApiOperation(value = "上传文件")
+    @GetMapping(value = "/uploadFile")
+    public Response<List<String>> uploadFile(@RequestParam MultipartFile file) {
+        return Response.success(llmService.uploadFile(file));
+    }
+
+    @ApiOperation(value = "获取历史聊天记录")
+    @GetMapping(value = "/getChatHistory")
+    public Response<List<ChatMessage>> getChatHistory(@RequestParam Long projectId) {
+        return Response.success(llmService.getChatHistory(projectId));
+    }
+}

src/main/java/com/ai/da/mapper/primary/ChatMessageMapper.java

@@ -0,0 +1,7 @@
+package com.ai.da.mapper.primary;
+
+import com.ai.da.common.config.mybatis.plus.CommonMapper;
+import com.ai.da.mapper.primary.entity.ChatMessage;
+
+public interface ChatMessageMapper extends CommonMapper<ChatMessage> {
+}

src/main/java/com/ai/da/mapper/primary/entity/ChatMessage.java

@@ -0,0 +1,35 @@
+package com.ai.da.mapper.primary.entity;
+
+import com.baomidou.mybatisplus.annotation.IdType;
+import com.baomidou.mybatisplus.annotation.TableId;
+import com.baomidou.mybatisplus.annotation.TableName;
+import lombok.Data;
+import lombok.EqualsAndHashCode;
+import lombok.experimental.Accessors;
+
+import java.io.Serializable;
+import java.time.LocalDateTime;
+
+@Data
+@EqualsAndHashCode(callSuper = false)
+@Accessors(chain = true)
+@TableName("chat_message")
+public class ChatMessage implements Serializable {
+
+    private static final long serialVersionUID = 1L;
+
+    @TableId(value = "id", type = IdType.AUTO)
+    private Long id;
+
+    private Long projectId;
+
+    private String role;
+
+    private Integer seq;
+
+    private String content;
+
+    private Long accountId;
+
+    private LocalDateTime createTime;
+}

src/main/java/com/ai/da/mapper/primary/entity/Workspace.java

@@ -101,5 +101,9 @@ public class Workspace implements Serializable {
 
     private Long projectId;
 
+    private Integer userBrandDna;
+
+    private Integer brandPercentage;
+
 
 }

src/main/java/com/ai/da/model/dto/DesignCollectionDTO.java

@@ -69,4 +69,8 @@ public class DesignCollectionDTO {
 
     private Integer designNum;
 
+    private Long brandId;
+
+    private Double brandScale;
+
 }

src/main/java/com/ai/da/model/dto/ToProductImageDTO.java

@@ -14,4 +14,6 @@ public class ToProductImageDTO {
     private BigDecimal imageStrength;
     private String direction;
     private Double brightenValue;
+    private BigDecimal imageStrengthMin;
+    private BigDecimal imageStrengthMax;
 }

src/main/java/com/ai/da/model/enums/AgeGroup.java

@@ -28,4 +28,13 @@ public enum AgeGroup implements IEnumDisplay {
         }
         throw new IllegalArgumentException("No matching constant for [" + value + "]");
     }
+
+    public static boolean isValidName(String name) {
+        for (AgeGroup ageGroup : AgeGroup.values()) {
+            if (ageGroup.name().equalsIgnoreCase(name)) {
+                return true;
+            }
+        }
+        return false;
+    }
 }

src/main/java/com/ai/da/model/enums/DesignProcess.java

@@ -31,4 +31,13 @@ public enum DesignProcess implements IEnumDisplay {
         }
         throw new IllegalArgumentException("No matching constant for [" + value + "]");
     }
+
+    public static boolean isValidName(String name) {
+        for (DesignProcess process : DesignProcess.values()) {
+            if (process.name().equalsIgnoreCase(name)) {
+                return true;
+            }
+        }
+        return false;
+    }
 }

src/main/java/com/ai/da/model/enums/Position.java

@@ -27,6 +27,15 @@ public enum Position implements IEnumDisplay {
         this.value = value;
     }
 
+    public static boolean isValidName(String name) {
+        for (Position position : Position.values()) {
+            if (position.name().equalsIgnoreCase(name)) {
+                return true;
+            }
+        }
+        return false;
+    }
+
     @Override
     @JsonValue
     public String getValue() {

src/main/java/com/ai/da/model/enums/Sex.java

@@ -22,6 +22,15 @@ public enum Sex implements IEnumDisplay {
         this.value = value;
     }
 
+    public static boolean isValidName(String name) {
+        for (Sex sex : Sex.values()) {
+            if (sex.name().equalsIgnoreCase(name)) {
+                return true;
+            }
+        }
+        return false;
+    }
+
     @Override
     @JsonValue
     public String getValue() {

src/main/java/com/ai/da/model/enums/StyleEnum.java

@@ -31,6 +31,15 @@ public enum StyleEnum {
         this.english = english;
     }
 
+    public static boolean isValidName(String name) {
+        for (StyleEnum styleEnum : StyleEnum.values()) {
+            if (styleEnum.name().equalsIgnoreCase(name)) {
+                return true;
+            }
+        }
+        return false;
+    }
+
     // 获取中文描述
     public String getChinese() {
         return chinese;

src/main/java/com/ai/da/model/vo/ValidateElementVO.java

@@ -55,4 +55,8 @@ public class ValidateElementVO {
     private Long collectionId;
 
     private Long accountId;
+
+    private Long brandId;
+
+    private Double brandScale;
 }

src/main/java/com/ai/da/python/PythonService.java

@@ -4382,4 +4382,46 @@ public class PythonService {
         log.error("PythonService##poseTransferBatch接口调用失败###{}", response);
         throw new BusinessException("poseTransferBatch.interface.exception");
     }
+
+    public JSONObject getProjectParam(String prompt) {
+        OkHttpClient client = new OkHttpClient().newBuilder()
+                .connectTimeout(30, TimeUnit.SECONDS)
+                .pingInterval(5, TimeUnit.SECONDS)//websocket轮训间隔(单位:秒)
+                .readTimeout(60, TimeUnit.SECONDS)//读取超时(单位:秒)
+                .writeTimeout(60, TimeUnit.SECONDS)//写入超时(单位:秒)
+                .build();
+        MediaType mediaType = MediaType.parse("application/json");
+        Map<String, Object> content = Maps.newHashMap();
+        content.put("prompt", prompt);
+        RequestBody body = RequestBody.create(mediaType, JSON.toJSONString(content));
+
+        log.info("getProjectParam 请求地址： {}", accessPythonIp + ":" + accessPythonPort + "/api/extraction_project_info");
+        Request request = new Request.Builder()
+                .url(accessPythonIp + ":" + accessPythonPort + "/api/extraction_project_info")
+                .method("POST", body)
+                .addHeader("Content-Type", "application/json")
+                .build();
+        Response response = null;
+        try {
+            response = client.newCall(request).execute();
+        } catch (IOException ioException) {
+            log.error("PythonService##getProjectParam异常###{}", ExceptionUtil.getThrowableList(ioException));
+            throw new BusinessException("getProjectParam.interface.exception");
+        }
+        String responseBody;
+        if (response.isSuccessful() && response.body() != null) {
+            try {
+                responseBody = response.body().string();
+                JSONObject responseObject = JSON.parseObject(responseBody);
+                log.info("PythonService##responseObject###{}", responseObject);
+                return responseObject;
+            } catch (IOException | JSONException e) {
+                log.error("PythonService##getProjectParam异常###{}", e.getMessage());
+                throw new BusinessException("getProjectParam.interface.exception");
+            }
+        }
+
+        log.error("PythonService##getProjectParam接口调用失败###{}", response);
+        throw new BusinessException("getProjectParam.interface.exception");
+    }
 }

src/main/java/com/ai/da/service/LLMService.java

@@ -0,0 +1,40 @@
+package com.ai.da.service;
+
+import com.ai.da.common.response.PageBaseResponse;
+import com.ai.da.mapper.primary.entity.Account;
+import com.ai.da.mapper.primary.entity.AccountExtend;
+import com.ai.da.mapper.primary.entity.ChatMessage;
+import com.ai.da.mapper.primary.entity.TrialOrder;
+import com.ai.da.model.dto.*;
+import com.ai.da.model.vo.AccountLoginVO;
+import com.ai.da.model.vo.AccountPreLoginVO;
+import com.ai.da.model.vo.BindEmailVO;
+import com.ai.da.model.vo.PersonalHomepageVO;
+import com.baomidou.mybatisplus.core.metadata.IPage;
+import com.baomidou.mybatisplus.extension.service.IService;
+import org.springframework.web.multipart.MultipartFile;
+import org.springframework.web.servlet.mvc.method.annotation.SseEmitter;
+
+import javax.servlet.http.HttpServletRequest;
+import javax.servlet.http.HttpServletResponse;
+import javax.servlet.http.HttpSession;
+import java.util.List;
+import java.util.Map;
+import java.util.Set;
+
+/**
+ * 服务类
+ *
+ * @author easy-generator
+ * @since 2022-08-11
+ */
+public interface LLMService {
+
+    SseEmitter stream(String prompt, Long projectId, String fileUrl, String token);
+
+    Long chatCreateProject(String prompt);
+
+    List<String> uploadFile(MultipartFile file);
+
+    List<ChatMessage> getChatHistory(Long projectId);
+}

src/main/java/com/ai/da/service/ProductImageService.java

@@ -1,8 +1,9 @@
 package com.ai.da.service;
 
 import com.ai.da.model.dto.ProgressDTO;
+import com.ai.da.model.vo.AuthPrincipalVo;
 
 public interface ProductImageService {
-    void asyncInitialize(Long brandId);
+    void asyncInitialize(Long brandId, AuthPrincipalVo userHolder);
 //    double getInitializeProgress(Long brandId);
 }

src/main/java/com/ai/da/service/SysFileService.java

@@ -62,4 +62,6 @@ public interface SysFileService extends IService<SysFile> {
     List<SysFile> getByIds(List<Long> ids);
 
     SysFile getOneBySex(Long styleId, String sex, String ageGroup);
+
+    SysFile getOneBySex(String styleName, String sex, String ageGroup);
 }

src/main/java/com/ai/da/service/impl/CollectionElementServiceImpl.java

@@ -622,6 +622,10 @@ public class CollectionElementServiceImpl extends ServiceImpl<CollectionElementM
         }else {
             elementVO.setDesignNum(8);
         }
+        if (null != designDTO.getBrandId()) {
+            elementVO.setBrandId(designDTO.getBrandId());
+            elementVO.setBrandScale(designDTO.getBrandScale());
+        }
         return elementVO;
     }
 

src/main/java/com/ai/da/service/impl/LLMServiceImpl.java

@@ -0,0 +1,288 @@
+package com.ai.da.service.impl;
+
+import com.ai.da.common.constant.CommonConstant;
+import com.ai.da.common.context.UserContext;
+import com.ai.da.common.security.jwt.JWTTokenHelper;
+import com.ai.da.common.utils.MinioUtil;
+import com.ai.da.mapper.primary.*;
+import com.ai.da.mapper.primary.entity.*;
+import com.ai.da.model.dto.ReceiveDesignParam;
+import com.ai.da.model.enums.*;
+import com.ai.da.model.vo.AuthPrincipalVo;
+import com.ai.da.python.PythonService;
+import com.ai.da.service.DesignService;
+import com.ai.da.service.LLMService;
+import com.ai.da.service.SysFileService;
+import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson.JSONObject;
+import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper;
+import org.springframework.stereotype.Service;
+import org.springframework.util.StringUtils;
+import org.springframework.web.multipart.MultipartFile;
+import org.springframework.web.servlet.mvc.method.annotation.SseEmitter;
+
+import javax.annotation.Resource;
+import java.io.BufferedReader;
+import java.io.InputStreamReader;
+import java.io.OutputStream;
+import java.net.HttpURLConnection;
+import java.net.URL;
+import java.nio.charset.StandardCharsets;
+import java.time.LocalDateTime;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Objects;
+import java.util.UUID;
+import java.util.concurrent.ExecutorService;
+import java.util.concurrent.Executors;
+
+@Service
+public class LLMServiceImpl implements LLMService {
+
+    @Resource
+    private ChatMessageMapper chatMessageMapper;
+    @Resource
+    private ProjectMapper projectMapper;
+    @Resource
+    private PythonService pythonService;
+    @Resource
+    private WorkspaceMapper workspaceMapper;
+    @Resource
+    private SysFileService sysFileService;
+    @Resource
+    private MinioUtil minioUtil;
+    @Resource
+    private StyleMapper styleMapper;
+    @Resource
+    private WorkspaceRelStyleMapper workspaceRelStyleMapper;
+    @Resource
+    private JWTTokenHelper jwtTokenHelper;
+    @Resource
+    private DesignService designService;
+    private final ExecutorService executor = Executors.newCachedThreadPool();
+
+    @Override
+    public SseEmitter stream(String prompt, Long projectId, String fileUrl, String token) {
+        SseEmitter emitter = new SseEmitter(0L); // 永不超时
+
+        executor.submit(() -> {
+            try {
+                boolean validate = jwtTokenHelper.validateToken(token);
+                if (validate) {
+                    AuthPrincipalVo principal = jwtTokenHelper.parserToUser(token);
+                    Long accountId = principal.getId();
+                    int userSeq = getNextSeq(projectId); // 获取当前session下一条消息序号
+                    String url = "http://18.167.251.121:10002/chat-stream";
+                    HttpURLConnection conn = (HttpURLConnection) new URL(url).openConnection();
+                    conn.setRequestMethod("POST");
+                    conn.setDoOutput(true);
+                    conn.setRequestProperty("Content-Type", "application/json");
+
+                    JSONObject jsonBodyObject = new JSONObject();
+                    jsonBodyObject.put("session_id", projectId.toString());
+                    jsonBodyObject.put("role", "user");
+                    jsonBodyObject.put("image", ""); // 可扩展
+                    jsonBodyObject.put("file", fileUrl != null ? fileUrl : "");
+                    jsonBodyObject.put("message", prompt);
+                    jsonBodyObject.put("enable_thinking", false);
+
+                    // 1. 存储用户输入
+                    ChatMessage userMessage = new ChatMessage();
+                    userMessage.setRole("user");
+                    userMessage.setProjectId(projectId);
+                    userMessage.setSeq(userSeq);
+                    userMessage.setCreateTime(LocalDateTime.now());
+                    userMessage.setContent(jsonBodyObject.toJSONString());
+                    userMessage.setAccountId(accountId);
+                    chatMessageMapper.insert(userMessage);
+
+                    try (OutputStream os = conn.getOutputStream()) {
+                        byte[] input = jsonBodyObject.toJSONString().getBytes(StandardCharsets.UTF_8);
+                        os.write(input, 0, input.length);
+                    }
+
+                    // 2. 流式接收并累积内容
+                    StringBuilder responseBuilder = new StringBuilder();
+                    try (BufferedReader reader = new BufferedReader(new InputStreamReader(conn.getInputStream(), StandardCharsets.UTF_8))) {
+                        String line;
+                        while ((line = reader.readLine()) != null) {
+                            line = line.trim();
+                            if (!line.isEmpty() && line.startsWith("data: ")) {
+                                String jsonStr = line.substring(6);
+                                System.out.println(jsonStr);
+                                JSONObject json = JSON.parseObject(jsonStr);
+                                String status = json.getString("status");
+
+                                if ("[DONE]".equals(status)) {
+                                    break;
+                                }
+
+                                if (!StringUtils.isEmpty(status)) {
+                                    String content = json.getString("content");
+                                    if (!status.equals("[RUNNING]") && !status.equals("[DESIGN_SIGNAL]")) {
+                                        JSONObject toolsData = json.getJSONObject("tools_data");
+                                        ReceiveDesignParam receiveDesignParam = JSONObject.parseObject(JSONObject.toJSONString(toolsData), ReceiveDesignParam.class);
+                                        receiveDesignParam.setProjectId(projectId);
+                                        designService.receiveDesignParams(receiveDesignParam);
+                                    }
+                                    if (content != null) {
+                                        responseBuilder.append(content);
+                                        emitter.send(json.toJSONString());
+                                    }
+                                }
+                            }
+                        }
+                    }
+
+                    // 3. 存储系统回复
+                    int systemSeq = getNextSeq(projectId);
+                    ChatMessage systemMessage = new ChatMessage();
+                    systemMessage.setRole("user");
+                    systemMessage.setProjectId(projectId);
+                    systemMessage.setSeq(systemSeq);
+                    systemMessage.setCreateTime(LocalDateTime.now());
+                    systemMessage.setContent(responseBuilder.toString());
+                    systemMessage.setAccountId(accountId);
+                    chatMessageMapper.insert(systemMessage);
+                }
+
+                emitter.complete();
+            } catch (Exception e) {
+                emitter.completeWithError(e);
+            }
+        });
+
+        return emitter;
+    }
+
+    @Override
+    public Long chatCreateProject(String prompt) {
+        AuthPrincipalVo userHolder = UserContext.getUserHolder();
+        JSONObject jsonObject = pythonService.getProjectParam(prompt);
+        JSONObject data = jsonObject.getJSONObject("data");
+        Project project = new Project();
+        LocalDateTime now = LocalDateTime.now();
+        project.setUpdateTime(now);
+        project.setCreateTime(now);
+        project.setAccountId(userHolder.getId());
+        project.setName(data.getString("project_name"));
+        project.setOriginal(1);
+        String process = data.getString("process");
+        if (StringUtils.isEmpty(process)) {
+            project.setProcess(DesignProcess.SERIES_DESIGN.name());
+        }else {
+            if (DesignProcess.isValidName(process)) {
+                project.setProcess(process);
+            }else {
+                project.setProcess(DesignProcess.SERIES_DESIGN.name());
+            }
+        }
+        projectMapper.insert(project);
+
+        Workspace workspace = new Workspace();
+        workspace.setAccountId(userHolder.getId());
+        workspace.setCreateTime(now);
+        String ageGroup = data.getString("ageGroup");
+        if (StringUtils.isEmpty(ageGroup)) {
+            workspace.setAgeGroup("Adult");
+        }else {
+            if (AgeGroup.isValidName(process)) {
+                workspace.setAgeGroup(ageGroup);
+            }else {
+                workspace.setAgeGroup("Adult");
+            }
+        }
+        String gender = data.getString("gender");
+        if (StringUtils.isEmpty(gender)) {
+            workspace.setSex("Female");
+        }else {
+            if (Sex.isValidName(gender)) {
+                workspace.setSex(gender);
+            }else {
+                workspace.setSex("Female");
+            }
+        }
+        String position = data.getString("position");
+        if (StringUtils.isEmpty(position)) {
+            workspace.setPosition("Overall");
+        }else {
+            if (Position.isValidName(position)) {
+                workspace.setPosition(position);
+            }else {
+                workspace.setPosition("Overall");
+            }
+        }
+        workspace.setSystemDesignerPercentage(30);
+        workspace.setProjectId(project.getId());
+
+        String style = data.getString("style");
+        String styleName = null;
+        if (StringUtils.isEmpty(style)) {
+            styleName = StyleEnum.NEW_CHINESE.name();
+        }else {
+            if (StyleEnum.isValidName(style)) {
+                styleName = style;
+            }else {
+                styleName = StyleEnum.NEW_CHINESE.name();
+            }
+        }
+
+        SysFile sysFile = sysFileService.getOneBySex(styleName, workspace.getSex(), workspace.getAgeGroup());
+
+        if (workspace.getSex().equals(Sex.FEMALE.getValue())) {
+            workspace.setMannequinFemaleId(sysFile.getId());
+            workspace.setMannequinFemaleType("System");
+        }else {
+            workspace.setMannequinMaleId(sysFile.getId());
+            workspace.setMannequinMaleType("System");
+        }
+
+        workspaceMapper.insert(workspace);
+
+        if (!StringUtils.isEmpty(styleName)) {
+            QueryWrapper<Style> qw = new QueryWrapper<>();
+            qw.lambda().eq(Style::getName, styleName);
+            Style style1 = styleMapper.selectOne(qw);
+            if (Objects.nonNull(style1)) {
+                WorkspaceRelStyle rel = new WorkspaceRelStyle();
+                rel.setWorkspaceId(workspace.getId());
+                rel.setStyleId(style1.getId());
+                workspaceRelStyleMapper.insert(rel);
+            }
+        }
+
+        return project.getId();
+    }
+
+    @Override
+    public List<String> uploadFile(MultipartFile file) {
+        AuthPrincipalVo userHolder = UserContext.getUserHolder();
+        String minioUrl = minioUtil.upload("chat-message", userHolder.getId() + "", file);
+        String preSignedUrl = minioUtil.getPreSignedUrl(minioUrl, CommonConstant.MINIO_IMAGE_EXPIRE_TIME);
+        List<String> result = new ArrayList<>();
+        result.add(minioUrl);
+        result.add(preSignedUrl);
+        return result;
+    }
+
+    @Override
+    public List<ChatMessage> getChatHistory(Long projectId) {
+        QueryWrapper<ChatMessage> qw = new QueryWrapper<>();
+        qw.lambda().eq(ChatMessage::getProjectId, projectId);
+        qw.lambda().orderByAsc(ChatMessage::getSeq);
+        List<ChatMessage> chatMessages = chatMessageMapper.selectList(qw);
+        return chatMessages;
+    }
+
+    private int getNextSeq(Long projectId) {
+        QueryWrapper<ChatMessage> qw = new QueryWrapper<>();
+        qw.lambda().eq(ChatMessage::getProjectId, projectId);
+        qw.lambda().orderByDesc(ChatMessage::getSeq);
+        qw.last("limit 1");
+        ChatMessage chatMessage = chatMessageMapper.selectOne(qw);
+        if (Objects.nonNull(chatMessage)) {
+            return chatMessage.getSeq() + 1;
+        }
+        return 1;
+    }
+}

src/main/java/com/ai/da/service/impl/ProductImageServiceImpl.java

@@ -1,6 +1,7 @@
 package com.ai.da.service.impl;
 
 import cn.hutool.core.collection.CollectionUtil;
+import com.ai.da.common.context.UserContext;
 import com.ai.da.common.utils.RedisUtil;
 import com.ai.da.mapper.primary.BrandRelLibraryMapper;
 import com.ai.da.mapper.primary.LibraryMapper;
@@ -10,12 +11,14 @@ import com.ai.da.mapper.primary.entity.Library;
 import com.ai.da.mapper.primary.entity.ProductImageAttribute;
 import com.ai.da.mapper.secondary.entity.AttributeRecognitionJSON;
 import com.ai.da.model.dto.ProgressDTO;
+import com.ai.da.model.vo.AuthPrincipalVo;
 import com.ai.da.python.PythonService;
 import com.ai.da.service.ProductImageService;
 import com.alibaba.fastjson.JSONArray;
 import com.alibaba.fastjson.JSONObject;
 import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper;
 import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.beans.factory.annotation.Value;
 import org.springframework.scheduling.annotation.Async;
 import org.springframework.stereotype.Component;
 import org.springframework.stereotype.Service;
@@ -23,6 +26,7 @@ import org.springframework.stereotype.Service;
 import javax.annotation.Resource;
 import java.util.List;
 import java.util.Set;
+import java.util.UUID;
 import java.util.stream.Collectors;
 
 @Service
@@ -42,10 +46,11 @@ public class ProductImageServiceImpl implements ProductImageService {
 
     @Resource
     private RedisUtil redisUtil;
-
+    @Value("${minio.bucketName.users}")
+    private String userBucket;
     @Async
     @Override
-    public void asyncInitialize(Long brandId) {
+    public void asyncInitialize(Long brandId, AuthPrincipalVo userHolder) {
         System.out.println(">>> [asyncInitialize] 当前线程：" + Thread.currentThread().getName());
 
         String progressKey = String.valueOf(brandId);
@@ -73,7 +78,7 @@ public class ProductImageServiceImpl implements ProductImageService {
                     JSONArray data = result.getJSONArray("data");
                     for (int i = 0; i < data.size(); i++) {
                         JSONObject obj = data.getJSONObject(i);
-                        String gender = library.getLevel2Type();
+                        String gender = library.getLevel3Type();
                         String category = null;
                         if (gender.equals("Female")) {
                             category = obj.getString("category_female");
@@ -89,6 +94,10 @@ public class ProductImageServiceImpl implements ProductImageService {
                         attr.setCategory(category);
                         attr.setImgUrl(imgUrl);
                         attr.setLibraryId(libraryId);
+                        String imageName = UUID.randomUUID().toString();
+                        String objectName = userHolder.getId() + "/imageToSketch/" + imageName;
+                        String sketchPath = pythonService.imageToSketch(imgUrl, userBucket, objectName, "2", "");
+                        attr.setImgUrl(sketchPath);
                         productImageAttributeMapper.insert(attr);
                     }
                 }

src/main/java/com/ai/da/service/impl/SysFileServiceImpl.java

@@ -303,6 +303,29 @@ public class SysFileServiceImpl extends ServiceImpl<SysFileMapper, SysFile> impl
         return null;
     }
 
+    @Override
+    public SysFile getOneBySex(String styleName, String sex, String ageGroup) {
+        QueryWrapper<SysFile> qw = new QueryWrapper<>();
+        qw.lambda().eq(SysFile::getLevel1Type, "Models");
+        qw.lambda().eq(SysFile::getLevel2Type, sex);
+
+        QueryWrapper<SysFileExtra> sysFileExtraQW = new QueryWrapper<>();
+        sysFileExtraQW.lambda().eq(SysFileExtra::getAgeGroup, ageGroup);
+        Set<Long> collect = sysFileExtraMapper.selectList(sysFileExtraQW).stream().map(SysFileExtra::getSysId).collect(Collectors.toSet());
+        if (!CollectionUtils.isEmpty(collect)) {
+            qw.lambda().in(SysFile::getId, collect);
+        }
+
+        if (!StringUtils.isEmpty(styleName)) {
+            qw.lambda().eq(SysFile::getLevel3Type, styleName);
+        }
+        List<SysFile> sysFileList = sysFileMapper.selectList(qw);
+        if (!CollectionUtils.isEmpty(sysFileList)) {
+            return sysFileList.get(0);
+        }
+        return null;
+    }
+
     public static void main(String[] args) {
         Style style = new Style();
         if (Objects.nonNull(style)) {

src/main/java/com/ai/da/service/impl/UserLikeGroupServiceImpl.java

@@ -1170,8 +1170,8 @@ public class UserLikeGroupServiceImpl extends ServiceImpl<UserLikeGroupMapper, U
     }
     @Override
     public Boolean productImageInitialize(ProductImageInitializeDTO productImageInitializeDTO) {
-
+        AuthPrincipalVo userHolder = UserContext.getUserHolder();
-        productImageService.asyncInitialize(productImageInitializeDTO.getBrandId());
+        productImageService.asyncInitialize(productImageInitializeDTO.getBrandId(), userHolder);
         return true;
     }
 

src/main/resources/application-dev.properties

@@ -20,7 +20,7 @@ spring.security.jwtExpiration=8640000000
 spring.security.ignorePaths=/,/favicon.ico,/doc.html,/webjars/**,/swagger-resources,/v2/api-docs,\
   /api/account/**,/api/element/**,/api/python/**,/api/design/**,/api/history/**,/api/library/**,/api/third/party/**,/api/generate/**,/api/workspace/**,/api/classification/**,\
   /api/product/**,/api/ali-pay/**,/api/order-info/**,/api/paypal/**,/api/credits/**,/api/inquiry/**,/api/tasks/**,/api/python/prepareForSR,/api/alipay-hk/**,/api/portfolio/**,\
-  /api/stripe/**,/api/message/**,/api/tags/**,/notification/**,/api/affiliate/**,/api/project/**
+  /api/stripe/**,/api/message/**,/api/tags/**,/notification/**,/api/affiliate/**,/api/project/**,/api/llm/**
 spring.security.authApi=/auth/login