diff --git a/src/main/java/com/ai/da/python/PythonService.java b/src/main/java/com/ai/da/python/PythonService.java
index 83a0fcca..65e171e5 100644
--- a/src/main/java/com/ai/da/python/PythonService.java
+++ b/src/main/java/com/ai/da/python/PythonService.java
@@ -4402,7 +4402,7 @@ public class PythonService {
         throw new BusinessException("poseTransferBatch.interface.exception");
     }
 
-    public JSONObject getProjectParam(String prompt, String fileUrl, List<String> imageUrlList) {
+    public JSONObject getProjectParam(String prompt, String fileUrl, List<String> imageUrlList, String process) {
         OkHttpClient client = new OkHttpClient().newBuilder()
                 .connectTimeout(30, TimeUnit.SECONDS)
                 .pingInterval(5, TimeUnit.SECONDS)//websocket轮训间隔(单位:秒)
@@ -4412,6 +4412,7 @@ public class PythonService {
         MediaType mediaType = MediaType.parse("application/json");
         Map<String, Object> content = Maps.newHashMap();
         content.put("prompt", prompt);
+        content.put("process", process);
         content.put("image_list", !CollectionUtils.isEmpty(imageUrlList) ? imageUrlList : new ArrayList<>());
         content.put("file_list", !StringUtils.isEmpty(fileUrl) ? Collections.singletonList(fileUrl) : new ArrayList<>());
         RequestBody body = RequestBody.create(mediaType, JSON.toJSONString(content));
diff --git a/src/main/java/com/ai/da/service/impl/GenerateServiceImpl.java b/src/main/java/com/ai/da/service/impl/GenerateServiceImpl.java
index 4f196adf..89268db6 100644
--- a/src/main/java/com/ai/da/service/impl/GenerateServiceImpl.java
+++ b/src/main/java/com/ai/da/service/impl/GenerateServiceImpl.java
@@ -60,6 +60,7 @@ import java.util.*;
 import java.util.concurrent.CompletableFuture;
 import java.util.concurrent.Executor;
 import java.util.concurrent.TimeUnit;
+import java.util.function.Consumer;
 import java.util.regex.Matcher;
 import java.util.regex.Pattern;
 
@@ -1220,15 +1221,13 @@ public class GenerateServiceImpl extends ServiceImpl<GenerateMapper, Generate> i
         if (!StringUtil.isNullOrEmpty(resultJson)){
             PoseTransformationVO poseTransformationVO = new Gson().fromJson(redisUtil.getFromString(key), PoseTransformationVO.class);
             if (poseTransformationVO.getStatus().equals("Success")){
-                if (!poseTransformationVO.getGifUrl().equals("None")){
-                    poseTransformationVO.setGifUrl(minioUtil.getPreSignedUrl(poseTransformationVO.getGifUrl(), CommonConstant.MINIO_IMAGE_EXPIRE_TIME));
-                }
-                if (!poseTransformationVO.getVideoUrl().equals("None")){
-                    poseTransformationVO.setVideoUrl(minioUtil.getPreSignedUrl(poseTransformationVO.getVideoUrl(), CommonConstant.MINIO_IMAGE_EXPIRE_TIME));
-                }
-                if (!poseTransformationVO.getFirstFrameUrl().equals("None")){
-                    poseTransformationVO.setFirstFrameUrl(minioUtil.getPreSignedUrl(poseTransformationVO.getFirstFrameUrl(), CommonConstant.MINIO_IMAGE_EXPIRE_TIME));
-                }
+                // 处理各种URL
+                processUrl(poseTransformationVO.getGifUrl(), url ->
+                        poseTransformationVO.setGifUrl(minioUtil.getPreSignedUrl(url, CommonConstant.MINIO_IMAGE_EXPIRE_TIME)));
+                processUrl(poseTransformationVO.getVideoUrl(), url ->
+                        poseTransformationVO.setVideoUrl(minioUtil.getPreSignedUrl(url, CommonConstant.MINIO_IMAGE_EXPIRE_TIME)));
+                processUrl(poseTransformationVO.getFirstFrameUrl(), url ->
+                        poseTransformationVO.setFirstFrameUrl(minioUtil.getPreSignedUrl(url, CommonConstant.MINIO_IMAGE_EXPIRE_TIME)));
             }
             poseTransformationVO.setResultType(CollectionType.POSE_TRANSFORM.getValue());
             return poseTransformationVO;
@@ -1242,50 +1241,70 @@ public class GenerateServiceImpl extends ServiceImpl<GenerateMapper, Generate> i
         List<PoseTransformationVO> vos = new ArrayList<>();
 //        if (poseTransformations != null && poseTransformations.size() > 1){
         if (!CollectionUtils.isEmpty(poseTransformations)){
-            poseTransformations.forEach(item -> {
+            for (PoseTransformation item : poseTransformations) {
                 String taskId = item.getUniqueId();
                 String key = generateResultKey + ":" + taskId;
                 String resultJson = redisUtil.getFromString(key);
 
+                PoseTransformationVO poseTransformationVO;
+
                 if (!StringUtil.isNullOrEmpty(resultJson)) {
-                    PoseTransformationVO poseTransformationVO = new Gson().fromJson(redisUtil.getFromString(key), PoseTransformationVO.class);
+                    // 从Redis获取并转换数据
+                    poseTransformationVO = new Gson().fromJson(resultJson, PoseTransformationVO.class);
                     poseTransformationVO.setId(item.getId());
                     poseTransformationVO.setIsLiked(item.getIsLiked());
-                    if (poseTransformationVO.getStatus().equals("Success")) {
-                        poseTransformationVO.setProductImage(minioUtil.getPreSignedUrl(item.getProductImage(), CommonConstant.MINIO_IMAGE_EXPIRE_TIME));
-                        if (!poseTransformationVO.getGifUrl().equals("None")) {
-                            poseTransformationVO.setGifUrl(minioUtil.getPreSignedUrl(poseTransformationVO.getGifUrl(), CommonConstant.MINIO_IMAGE_EXPIRE_TIME));
-                        }
-                        if (!poseTransformationVO.getVideoUrl().equals("None")) {
-                            poseTransformationVO.setVideoUrl(minioUtil.getPreSignedUrl(poseTransformationVO.getVideoUrl(), CommonConstant.MINIO_IMAGE_EXPIRE_TIME));
-                        }
-                        if (!poseTransformationVO.getFirstFrameUrl().equals("None")) {
-                            poseTransformationVO.setFirstFrameUrl(minioUtil.getPreSignedUrl(poseTransformationVO.getFirstFrameUrl(), CommonConstant.MINIO_IMAGE_EXPIRE_TIME));
-                        }
+
+                    // 处理成功状态的数据
+                    if ("Success".equals(poseTransformationVO.getStatus())) {
+                        poseTransformationVO.setProductImage(
+                                minioUtil.getPreSignedUrl(item.getProductImage(), CommonConstant.MINIO_IMAGE_EXPIRE_TIME));
+
+                        // 处理各种URL
+                        processUrl(poseTransformationVO.getGifUrl(), url ->
+                                poseTransformationVO.setGifUrl(minioUtil.getPreSignedUrl(url, CommonConstant.MINIO_IMAGE_EXPIRE_TIME)));
+                        processUrl(poseTransformationVO.getVideoUrl(), url ->
+                                poseTransformationVO.setVideoUrl(minioUtil.getPreSignedUrl(url, CommonConstant.MINIO_IMAGE_EXPIRE_TIME)));
+                        processUrl(poseTransformationVO.getFirstFrameUrl(), url ->
+                                poseTransformationVO.setFirstFrameUrl(minioUtil.getPreSignedUrl(url, CommonConstant.MINIO_IMAGE_EXPIRE_TIME)));
                     }
-                    if (!poseTransformationVO.getStatus().equals("Invalid") && !poseTransformationVO.getStatus().equals("Failed")) {
+
+                    // 添加有效数据到结果列表
+                    if (!"Invalid".equals(poseTransformationVO.getStatus()) && !"Failed".equals(poseTransformationVO.getStatus())) {
                         vos.add(poseTransformationVO);
                     }
-                }else {
-                    PoseTransformationVO poseTransformationVO = CopyUtil.copyObject(item, PoseTransformationVO.class);
-                    poseTransformationVO.setTaskId(item.getUniqueId());
-                    poseTransformationVO.setProductImage(minioUtil.getPreSignedUrl(item.getProductImage(), CommonConstant.MINIO_IMAGE_EXPIRE_TIME));
-                    if (!StringUtil.isNullOrEmpty(poseTransformationVO.getGifUrl())) {
-                        poseTransformationVO.setGifUrl(minioUtil.getPreSignedUrl(poseTransformationVO.getGifUrl(), CommonConstant.MINIO_IMAGE_EXPIRE_TIME));
-                    }
-                    if (!StringUtil.isNullOrEmpty(poseTransformationVO.getVideoUrl())) {
-                        poseTransformationVO.setVideoUrl(minioUtil.getPreSignedUrl(poseTransformationVO.getVideoUrl(), CommonConstant.MINIO_IMAGE_EXPIRE_TIME));
-                    }
-                    if (!StringUtil.isNullOrEmpty(poseTransformationVO.getFirstFrameUrl())) {
-                        poseTransformationVO.setFirstFrameUrl(minioUtil.getPreSignedUrl(poseTransformationVO.getFirstFrameUrl(), CommonConstant.MINIO_IMAGE_EXPIRE_TIME));
+                } else {
+                    // 处理Redis中没有缓存的情况
+                    poseTransformationVO = CopyUtil.copyObject(item, PoseTransformationVO.class);
+                    // todo 面对没有生成成功的情况 如何处理？
+                    if (StringUtil.isNullOrEmpty(item.getVideoUrl())){
+                        continue;
                     }
+                    poseTransformationVO.setTaskId(taskId);
+                    poseTransformationVO.setProductImage(
+                            minioUtil.getPreSignedUrl(item.getProductImage(), CommonConstant.MINIO_IMAGE_EXPIRE_TIME));
+
+                    // 处理各种URL
+                    processUrl(poseTransformationVO.getGifUrl(), url ->
+                            poseTransformationVO.setGifUrl(minioUtil.getPreSignedUrl(url, CommonConstant.MINIO_IMAGE_EXPIRE_TIME)));
+                    processUrl(poseTransformationVO.getVideoUrl(), url ->
+                            poseTransformationVO.setVideoUrl(minioUtil.getPreSignedUrl(url, CommonConstant.MINIO_IMAGE_EXPIRE_TIME)));
+                    processUrl(poseTransformationVO.getFirstFrameUrl(), url ->
+                            poseTransformationVO.setFirstFrameUrl(minioUtil.getPreSignedUrl(url, CommonConstant.MINIO_IMAGE_EXPIRE_TIME)));
+
                     vos.add(poseTransformationVO);
                 }
-            });
+            }
         }
         return vos;
     }
 
+    // 辅助方法：处理URL
+    private void processUrl(String url, Consumer<String> processor) {
+        if (!StringUtil.isNullOrEmpty(url) && !"None".equals(url)) {
+            processor.accept(url);
+        }
+    }
+
     public Object disOrLikePose(Long transformedId, String likeOrDislike, Long projectId, Long collectionSortParentId){
         PoseTransformation poseTransformation = poseTransformationMapper.selectById(transformedId);
         Long collectionSortId = null;
diff --git a/src/main/java/com/ai/da/service/impl/LLMServiceImpl.java b/src/main/java/com/ai/da/service/impl/LLMServiceImpl.java
index ab404067..8bb8e980 100644
--- a/src/main/java/com/ai/da/service/impl/LLMServiceImpl.java
+++ b/src/main/java/com/ai/da/service/impl/LLMServiceImpl.java
@@ -515,7 +515,7 @@ public class LLMServiceImpl implements LLMService {
     @Override
     public Long chatCreateProject(String prompt, String process, String fileUrl, List<String> imageUrlList) {
         AuthPrincipalVo userHolder = UserContext.getUserHolder();
-        JSONObject jsonObject = pythonService.getProjectParam(prompt, fileUrl, imageUrlList);
+        JSONObject jsonObject = pythonService.getProjectParam(prompt, fileUrl, imageUrlList, process);
         JSONObject data = jsonObject.getJSONObject("data");
         Project project = new Project();
         LocalDateTime now = LocalDateTime.now();