diff --git a/src/main/java/com/project/appeal/domain/service/Impl/SearchAppealDomainServiceImpl.java b/src/main/java/com/project/appeal/domain/service/Impl/SearchAppealDomainServiceImpl.java
index 4713880..767c097 100644
--- a/src/main/java/com/project/appeal/domain/service/Impl/SearchAppealDomainServiceImpl.java
+++ b/src/main/java/com/project/appeal/domain/service/Impl/SearchAppealDomainServiceImpl.java
@@ -2,6 +2,8 @@ package com.project.appeal.domain.service.Impl;
 
 import cn.hutool.core.util.ObjectUtil;
 import cn.hutool.core.util.StrUtil;
+import cn.hutool.json.JSONArray;
+import cn.hutool.json.JSONUtil;
 import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper;
 import com.baomidou.mybatisplus.core.metadata.IPage;
 import com.baomidou.mybatisplus.extension.plugins.pagination.Page;
@@ -130,24 +132,7 @@ public class SearchAppealDomainServiceImpl implements SearchAppealDomainService
                 appealDTO.setKpIdList(questionEntity.getKpIdList());
                 kpIdSet.addAll(questionEntity.getKpIdList());
 
-                //构建参考答案
-                String rightAnswer = questionDetail.getRightAnswer();
-                List<String> rightAnswerList = new ArrayList<>();
-
-                if (StrUtil.isNotBlank(rightAnswer)) {
-                    rightAnswerList = rightAnswer.contains(",")
-                            ? new ArrayList<>(Arrays.asList(rightAnswer.split(",")))
-                            : rightAnswer.chars().mapToObj(c -> String.valueOf((char) c)).collect(Collectors.toCollection(ArrayList::new));
-                }
-                // 按 ABCD 顺序提取完整答案
-                Map<String, String> options = questionDetail.getOptions();
-                List<String> optionOrder = new ArrayList<>(Arrays.asList("A", "B", "C", "D"));
-                final List<String> finalRightAnswerList = rightAnswerList;
-                String fullRightAnswer = optionOrder.stream()
-                        .filter(finalRightAnswerList::contains)
-                        .map(opt -> opt + "." + options.get(opt)).filter(StrUtil::isNotBlank)
-                        .collect(Collectors.joining(","));
-                appealDTO.setRightAnswer(fullRightAnswer);
+                appealDTO.setRightAnswer(buildRightAnswer(questionDetail));
 
             }
         });
@@ -181,4 +166,59 @@ public class SearchAppealDomainServiceImpl implements SearchAppealDomainService
 
         return appealDTOList;
     }
+
+    /**
+     * 构建参考答案
+     */
+    private String buildRightAnswer(QuestionEntity.QuestionDetail questionDetail) {
+        if (QuestionTypeEnum.SHORT_ANSWER.getValue().equals(questionDetail.getType())) {
+            // 简答题：拼接得分点
+            List<QuestionEntity.ScoringPoint> scoringPoints = questionDetail.getScoringPoints();
+            if (scoringPoints != null && !scoringPoints.isEmpty()) {
+                return scoringPoints.stream()
+                        .map(sp -> {
+                            String formatted = formatScoringPointContent(sp.getContent());
+                            return sp.getIndex() + "：" + formatted;
+                        })
+                        .collect(Collectors.joining("。"));
+            }
+            return "";
+        }
+        // 客观题：按 ABCD 顺序提取完整答案
+        String rightAnswer = questionDetail.getRightAnswer();
+        List<String> rightAnswerList = new ArrayList<>();
+        if (StrUtil.isNotBlank(rightAnswer)) {
+            rightAnswerList = rightAnswer.contains(",")
+                    ? new ArrayList<>(Arrays.asList(rightAnswer.split(",")))
+                    : rightAnswer.chars().mapToObj(c -> String.valueOf((char) c)).collect(Collectors.toCollection(ArrayList::new));
+        }
+        Map<String, String> options = questionDetail.getOptions();
+        List<String> optionOrder = new ArrayList<>(Arrays.asList("A", "B", "C", "D"));
+        final List<String> finalRightAnswerList = rightAnswerList;
+        return optionOrder.stream()
+                .filter(finalRightAnswerList::contains)
+                .map(opt -> opt + "." + options.get(opt)).filter(StrUtil::isNotBlank)
+                .collect(Collectors.joining(","));
+    }
+
+    /**
+     * 格式化得分点内容：解析JSON中的example和keywords字段
+     * 格式：【标准答案】example\n【关键词】keyword1, keyword2
+     */
+    private String formatScoringPointContent(String content) {
+        if (StrUtil.isBlank(content)) {
+            return content;
+        }
+        try {
+            cn.hutool.json.JSONObject json = JSONUtil.parseObj(content);
+            String example = json.getStr("example");
+            JSONArray keywords = json.getJSONArray("keywords");
+            if (StrUtil.isNotBlank(example) && keywords != null && !keywords.isEmpty()) {
+                String keywordsStr = StrUtil.join(", ", keywords.toArray());
+                return StrUtil.format("【标准答案】{}\n【关键词】{}", example, keywordsStr);
+            }
+        } catch (Exception ignored) {
+        }
+        return content;
+    }
 }
diff --git a/src/main/resources/application-dev.yml b/src/main/resources/application-dev.yml
index ca8c908..a829c56 100644
--- a/src/main/resources/application-dev.yml
+++ b/src/main/resources/application-dev.yml
@@ -80,7 +80,7 @@ ding:
 #  appSecret: UI6XcD8GFPE_W_yo2eQkMuoSsTEf1whpZYEXrsDA7CV7bkJp40B3VNcETWS1aGgg
 algo:
   clusterUrl: /semantic-cluster
-  baseUrl: http://172.16.204.50:8002
+  baseUrl: http://172.16.204.50:8003
   generateQuestionUrl: /v1/generate/questions_from_cluster
   apiUrl: http://172.16.204.50:8000
   extractUrl: /v1/key_points/extract