定制专题综合摘要提示词优化

src/main/java/com/zzsn/event/external/controller/ExternalController.java

@@ -152,7 +152,7 @@ public class ExternalController {
         }
         if (subject.getStatus() == 1) {
             kafkaTemplate.send(SUBJECT_MODEL_KAFKA_CHANNEL, byId.getSubjectCode());
-            configurationMessageService.bindKeyWordsSend(subject.getId(),1);
+            configurationMessageService.bindKeyWordsSend(subject.getId(), 1);
         }
         try {
             String res = caiJiCenterHttpService.subjectStatusEdit(subject.getStatus(), subject.getId());
@@ -169,7 +169,6 @@ public class ExternalController {
     }
 
 
-
     /**
      * 采集词推荐
      *
@@ -359,7 +358,7 @@ public class ExternalController {
             Object data = redisUtil.get(key);
             if (data instanceof Map) {
                 Map<String, Object> map = (Map<String, Object>) data;
-                List<String> ids = JSON.parseArray(map.get("idList").toString(), String.class);
+                List<String> idList = JSON.parseArray(map.get("idList").toString(), String.class);
                 InfoDataSearchCondition searchCondition = new InfoDataSearchCondition();
                 searchCondition.setSubjectId(subjectId);
                 searchCondition.setCategory(2);
@@ -368,9 +367,9 @@ public class ExternalController {
                 IPage<DisplayInfo> pageList = informationService.subjectPageList(searchCondition);
                 List<DisplayInfo> records = pageList.getRecords();
                 if (CollectionUtils.isNotEmpty(records)) {
-                    List<String> idList = new ArrayList<>();
-                    records.forEach(record -> idList.add(record.getId()));
-                    if (!CollectionUtils.isEqualCollection(idList, ids)) {
+                    List<String> ids = new ArrayList<>();
+                    records.forEach(record -> ids.add(record.getId()));
+                    if (!CollectionUtils.isEqualCollection(ids, idList)) {
                         Map<String, Object> resultMap = generateSummary(subjectId, records, language);
                         return Result.OK(resultMap);
                     }
@@ -450,23 +449,25 @@ public class ExternalController {
             params.put("summaryList", summaryList);
             String languageCN = "中文简体";
             if ("zh-CN".equals(language)) {
-                languageCN = "中文简体";
+                languageCN = "中文，且为中文简体";
             } else if ("en".equals(language)) {
                 languageCN = "英文";
             } else if ("ja".equals(language)) {
                 languageCN = "日文";
             }
-            String prompt = "将用户上传的多篇资讯摘要文本和主题整合为一段连贯、精炼的综合摘要（约500字）。要求：\n" +
+            String prompt = "#目标：\n" +
+                    "将用户上传的多篇资讯摘要文本和主题整合为一段连贯、精炼的综合摘要（约500字）。要求：\n" +
                     "1）将输入的json解析，subject是主题，summary是摘要，提炼核心主题与高度共识的关键发现；\n" +
                     "2）客观指出存在的分歧点及其原因；\n" +
                     "3）简述观点或技术的演进趋势；\n" +
                     "4）语言需严谨中性，直接输出整合后的段落，无需分节分段或小标题。\n" +
                     "\n" +
-                    "约束：\n" +
+                    "#约束：\n" +
                     "1.输出禁止分段\n" +
-                    "2.必须输出" + languageCN + "的摘要\n" +
+                    "2.输出的文字必须是" + languageCN + "\n" +
+                    "3.摘要长度必须为500字左右\n" +
                     "\n" +
-                    "使用示例：\n" +
+                    "#使用示例：\n" +
                     "输入：\n" +
                     "{\"subject\":\"机器学习可解释性\",\"summaryList\":[{\"summary\":\"提出梯度解释法...验证准确率提升15%\"},{\"summary\":\"对比LIME与SHAP...指出计算效率缺陷\"},{\"summary\":\"医疗领域应用研究...模型透明度不足影响临床采纳\"}]}\n" +
                     "输出（示例段落）：\n" +