diff --git a/hzims-service/gglm-big-model/src/main/java/com/hnac/gglm/bigmodel/database/service/WeaviateService.java b/hzims-service/gglm-big-model/src/main/java/com/hnac/gglm/bigmodel/database/service/WeaviateService.java
index f83fb3b..e73e162 100644
--- a/hzims-service/gglm-big-model/src/main/java/com/hnac/gglm/bigmodel/database/service/WeaviateService.java
+++ b/hzims-service/gglm-big-model/src/main/java/com/hnac/gglm/bigmodel/database/service/WeaviateService.java
@@ -167,8 +167,8 @@ public class WeaviateService {
             // 将entity转换为Map<String,String>
             JSONObject jsonObject = JSONObject.parseObject(JSON.toJSONString(entity, SerializerFeature.WriteMapNullValue));
             Map<String,Object> map = new HashMap<>();
-            data.add(this.getVectorData(map,attrsMap));
             jsonObject.forEach((k,v) -> map.put(k,jsonObject.get(k)));
+            data.add(this.getVectorData(map,attrsMap));
         });
         params.put("data",data);
         String url = gglmUrl + invokeApi.getInsertVectors();