diff --git a/virtual-patient-rasa/src/main/java/com/supervision/rasa/service/RasaCmdService.java b/virtual-patient-rasa/src/main/java/com/supervision/rasa/service/RasaCmdService.java
index 92e1256e..b86d7089 100644
--- a/virtual-patient-rasa/src/main/java/com/supervision/rasa/service/RasaCmdService.java
+++ b/virtual-patient-rasa/src/main/java/com/supervision/rasa/service/RasaCmdService.java
@@ -25,6 +25,6 @@ public interface RasaCmdService {
 
     Map<String, QuestionAnswerDTO> generateRasaYml(String path);
 
-    public Map<String, QuestionAnswerDTO> getIntentCodeAndIdMap();
+    Map<String, QuestionAnswerDTO> getIntentCodeAndIdMap();
 
 }
diff --git a/virtual-patient-rasa/src/main/java/com/supervision/rasa/service/Text2vecServiceImpl.java b/virtual-patient-rasa/src/main/java/com/supervision/rasa/service/Text2vecServiceImpl.java
index 4058c7dd..62f576ad 100644
--- a/virtual-patient-rasa/src/main/java/com/supervision/rasa/service/Text2vecServiceImpl.java
+++ b/virtual-patient-rasa/src/main/java/com/supervision/rasa/service/Text2vecServiceImpl.java
@@ -1,19 +1,17 @@
 package com.supervision.rasa.service;
 
+import cn.hutool.core.collection.CollUtil;
+import cn.hutool.core.date.DateUtil;
+import cn.hutool.core.date.TimeInterval;
 import cn.hutool.core.io.FileUtil;
 import cn.hutool.core.lang.Assert;
-import cn.hutool.core.util.StrUtil;
 import cn.hutool.http.HttpUtil;
-import cn.hutool.json.JSON;
-import cn.hutool.json.JSONArray;
 import cn.hutool.json.JSONObject;
 import cn.hutool.json.JSONUtil;
 import com.supervision.rasa.pojo.dto.QuestionAnswerDTO;
 import com.supervision.rasa.pojo.dto.Text2vecDataVo;
 import com.supervision.rasa.pojo.dto.Text2vecMatchesReq;
 import com.supervision.rasa.pojo.dto.Text2vecMatchesRes;
-import lombok.RequiredArgsConstructor;
-import lombok.extern.log4j.Log4j;
 import lombok.extern.slf4j.Slf4j;
 import org.springframework.beans.factory.annotation.Autowired;
 import org.springframework.beans.factory.annotation.Value;
@@ -53,9 +51,10 @@ public class Text2vecServiceImpl implements Text2vecService {
 
         String url = TEXT2VEC_SERVICE_DOMAIN + UPDATE_DATASET_PATH;
         log.info("updateDataset: url is : {}",url);
+        TimeInterval timer = DateUtil.timer();
 
         String body = HttpUtil.post(url, JSONUtil.toJsonStr(text2vecDataVoList));
-        log.info("updateDataset: res is :{}",body);
+        log.info("updateDataset: res is :{},耗时:{}s",body,timer.intervalSecond());
 
         return "success".equals(JSONUtil.parseObj(body).get("status"));
     }
@@ -87,8 +86,13 @@ public class Text2vecServiceImpl implements Text2vecService {
         Map<String, QuestionAnswerDTO> intentCodeAndIdMap = rasaCmdService.getIntentCodeAndIdMap();
         // 更新text2vec数据信息
         List<Text2vecDataVo> text2vecDataVoList = intentCodeAndIdMap.entrySet().stream()
+                .filter(entry -> Objects.nonNull(entry.getValue()) && CollUtil.isNotEmpty(entry.getValue().getQuestionList()))
                 .flatMap(entry -> entry.getValue().getQuestionList().stream()
                         .map(question -> new Text2vecDataVo(entry.getKey(), question))).collect(Collectors.toList());
+        if (CollUtil.isEmpty(text2vecDataVoList)){
+            log.info("text2vec数据初始化失败，text2vec数据为空....");
+            return;
+        }
         this.updateDataset(text2vecDataVoList);
 
     }
diff --git a/virtual-patient-rasa/src/main/java/com/supervision/rasa/service/impl/RasaCmdServiceImpl.java b/virtual-patient-rasa/src/main/java/com/supervision/rasa/service/impl/RasaCmdServiceImpl.java
index 807900c0..c4d51a0e 100644
--- a/virtual-patient-rasa/src/main/java/com/supervision/rasa/service/impl/RasaCmdServiceImpl.java
+++ b/virtual-patient-rasa/src/main/java/com/supervision/rasa/service/impl/RasaCmdServiceImpl.java
@@ -319,6 +319,10 @@ public class RasaCmdServiceImpl implements RasaCmdService {
         List<AskTemplateQuestionLibrary> askTemplateQuestionLibraryList = askTemplateQuestionLibraryService.lambdaQuery().list();
         // 生成默认意图的nlu
         for (AskTemplateQuestionLibrary questionLibrary : askTemplateQuestionLibraryList) {
+            if (CollUtil.isEmpty(questionLibrary.getQuestion())){
+                log.warn("getIntentCodeAndIdMap: questionId:{},description:{},questionLibrary.getQuestion() is empty", questionLibrary.getId(), questionLibrary.getDescription());
+                continue;
+            }
             // 开始生成
             // 拼接格式:code_id(防止重复)
             String intentCode = questionLibrary.getCode() + "_" + questionLibrary.getId();
@@ -331,6 +335,10 @@ public class RasaCmdServiceImpl implements RasaCmdService {
                 .isNotNull(ConfigPhysicalTool::getCallOutQuestion).list();
 
         for (ConfigPhysicalTool tool : physicalToolList) {
+            if (CollUtil.isEmpty(tool.getCallOutQuestion())){
+                log.warn("getIntentCodeAndIdMap: toolId:{},toolName:{},tool.getCallOutQuestion() is empty", tool.getId(), tool.getToolName());
+                continue;
+            }
             // 把呼出的问题全部加进去
             String toolIntent = "tool_" + tool.getCode();
             // answer格式为:---tool---工具ID
@@ -345,6 +353,10 @@ public class RasaCmdServiceImpl implements RasaCmdService {
                 .isNotNull(ConfigAncillaryItem::getCallOutQuestion).list();
 
         for (ConfigAncillaryItem ancillary : ancillaryItemList) {
+            if (CollUtil.isEmpty(ancillary.getCallOutQuestion())){
+                log.warn("getIntentCodeAndIdMap: ancillaryId:{},itemName:{},ancillary.getCallOutQuestion() is empty", ancillary.getId(), ancillary.getItemName());
+                continue;
+            }
             // 把辅助问诊的问题全部加进去
             String itemIntent = "ancillary_" + ancillary.getCode();
             // answer格式为:---ancillary---工具ID