diff --git a/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/service/async/AsyncKnowledgeBase.java b/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/service/async/AsyncKnowledgeBase.java
index 1a88a940f..f0a96c749 100644
--- a/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/service/async/AsyncKnowledgeBase.java
+++ b/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/service/async/AsyncKnowledgeBase.java
@@ -119,7 +119,7 @@ public class AsyncKnowledgeBase {
             ragHttpService.knowledgeEmbed(ragEmbedReqVo, id);
 
         } catch (Exception e) {
-            log.error("the creation of the knowledge base error : {}", e.getMessage(), e);
+            log.error("the creation of the knowledge base error : {}", e.getMessage());
             throw e;
         }
     }
diff --git a/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/service/http/RagHttpService.java b/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/service/http/RagHttpService.java
index 189f29d93..53f15d500 100644
--- a/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/service/http/RagHttpService.java
+++ b/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/service/http/RagHttpService.java
@@ -179,7 +179,7 @@ public class RagHttpService {
 
                         } catch (UnirestException e) {
 
-                            throw new RuntimeException("文件上传失败: " + e.getMessage(), e);
+                            throw new RuntimeException("文件上传失败: " + e.getMessage());
                         }
 
                     }
@@ -346,7 +346,7 @@ public class RagHttpService {
             }
         } catch (JSONException e) {
             log.error("{}，原始响应内容: {}", JSON_PARSE_ERROR_MSG, responseBody);
-            throw new RuntimeException(JSON_PARSE_ERROR_MSG + ": " + e.getMessage(), e);
+            throw new RuntimeException(JSON_PARSE_ERROR_MSG + ": " + e.getMessage());
         }
     }
 
@@ -355,7 +355,7 @@ public class RagHttpService {
      */
     private void handleFailure (KnowledgeDocumentsDO documents, String errorMsg, Exception e) {
         updateFileState(documents, KnowledgeStatusEnum.UPLOAD_FAILED);
-        log.error("{}: {}", errorMsg, e.getMessage(), e);
+        log.error("handleFailure {}: {}", errorMsg, e.getMessage());
         throw new RuntimeException(errorMsg, e);
     }