diff --git a/yudao-module-llm/yudao-module-llm-biz/pom.xml b/yudao-module-llm/yudao-module-llm-biz/pom.xml
index 60434ecbf..d5f728ca3 100644
--- a/yudao-module-llm/yudao-module-llm-biz/pom.xml
+++ b/yudao-module-llm/yudao-module-llm-biz/pom.xml
@@ -97,6 +97,16 @@
             <version>portable-1.3.4</version>
         </dependency>
 
+        <dependency>
+            <groupId>com.squareup.okhttp3</groupId>
+            <artifactId>okhttp</artifactId>
+        </dependency>
+
+        <dependency>
+            <groupId>com.github.mrmike</groupId>
+            <artifactId>ok2curl</artifactId>
+            <version>0.4.5</version>
+        </dependency>
     </dependencies>
 
 </project>
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 f0a96c749..ab837341a 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
@@ -103,25 +103,20 @@ public class AsyncKnowledgeBase {
      */
     public void knowledgeEmbed (KnowledgeDocumentsDO knowledge, Long id) {
 
-        try {
+        // TODO:本地调试时打开
+        //            String tmpUrl = "http://xhllm.xinnuojinzhi.com/admin-api/infra/file/29/get/ca3d06d24f80c127ec0300408a035176f5e0bf90ce319fda17018303226e2298.doc";
+        //            log.info("knowledge url {}", tmpUrl);
+        //            knowledge.setFileUrl(tmpUrl);
 
-            // TODO:本地调试时打开
-//            String tmpUrl = "http://xhllm.xinnuojinzhi.com/admin-api/infra/file/29/get/ca3d06d24f80c127ec0300408a035176f5e0bf90ce319fda17018303226e2298.doc";
-//            log.info("knowledge url {}", tmpUrl);
-//            knowledge.setFileUrl(tmpUrl);
+        // 创建知识向量
+        KnowledgeRagEmbedReqVO ragEmbedReqVo = new KnowledgeRagEmbedReqVO()
+                .setFileId(String.valueOf(knowledge.getId()))
+                .setFileName(knowledge.getDocumentName())
+                .setFileInputStream(new ByteArrayInputStream(Objects.requireNonNull(getFileByte(knowledge.getFileUrl()))))
+                .setFileBytes(getFileByte(knowledge.getFileUrl()));
 
-            // 创建知识向量
-            KnowledgeRagEmbedReqVO ragEmbedReqVo = new KnowledgeRagEmbedReqVO()
-                    .setFileId(String.valueOf(knowledge.getId()))
-                    .setFileName(knowledge.getDocumentName())
-                    .setFileInputStream(new ByteArrayInputStream(Objects.requireNonNull(getFileByte(knowledge.getFileUrl()))));
+        ragHttpService.knowledgeEmbed(ragEmbedReqVo, id);
 
-            ragHttpService.knowledgeEmbed(ragEmbedReqVo, id);
-
-        } catch (Exception 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 c4f9592b5..1537b301e 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
@@ -21,8 +21,9 @@ import kong.unirest.HttpResponse;
 import kong.unirest.Unirest;
 import kong.unirest.UnirestException;
 import lombok.extern.slf4j.Slf4j;
+import okhttp3.*;
+import org.apache.commons.lang3.StringUtils;
 import org.apache.http.HttpEntity;
-import org.apache.http.HttpStatus;
 import org.apache.http.client.methods.CloseableHttpResponse;
 import org.apache.http.client.methods.HttpGet;
 import org.apache.http.impl.client.CloseableHttpClient;
@@ -152,19 +153,34 @@ public class RagHttpService {
                             inputStream.close(); // 关闭InputStream
                             outputStream.close(); // 关闭ByteArrayOutputStream
 
+                            String ragEmbed = ragUploadReqVO.getUrl();
+                            log.info("知识库向量嵌入接口URL: {}", ragEmbed);
+
+                            // 打印请求参数
+                            log.info("请求参数 - file_id: {}", ragUploadReqVO.getFileId());
+                            log.info("请求参数 - file: {}", ragUploadReqVO.getFileName());
+
+                            // 生成并打印 curl 命令
+                            String curlCommand = String.format("curl -X POST -F \"file_id=%s\" -F \"file=@%s\" \"%s\"", ragUploadReqVO.getFileId(), ragUploadReqVO.getFileName(), ragEmbed);
+                            log.info("生成的 curl 命令: {}", curlCommand);
+
+
                             String body = HttpRequest.post(ragUploadReqVO.getUrl())
                                     .form("file", result, ragUploadReqVO.getFileName())
                                     .form("file_id", ragUploadReqVO.getFileId())
                                     .execute().body();
-//                            // 发送上传请求
-//                            HttpResponse<String> uploadResponse = Unirest.post(ragUploadReqVO.getUrl())
-//                                    .field("file_id", ragUploadReqVO.getFileId())
-//                                    .field("file", new ByteArrayInputStream(utf8Bytes), ragUploadReqVO.getFileName())
-//                                    .asString();
+                            // 打印响应内容
+
+                            log.info("响应原始内容: {}", body);
+                            //                            // 发送上传请求
+                            //                            HttpResponse<String> uploadResponse = Unirest.post(ragUploadReqVO.getUrl())
+                            //                                    .field("file_id", ragUploadReqVO.getFileId())
+                            //                                    .field("file", new ByteArrayInputStream(utf8Bytes), ragUploadReqVO.getFileName())
+                            //                                    .asString();
 
                             // 检查响应状态
 
-//                            log.info("Response Body: {}", uploadResponse.getBody());
+                            //                            log.info("Response Body: {}", uploadResponse.getBody());
                             ragEmbedRespVO = JSON.parseObject(body, RagEmbedRespVO.class);
                             log.info("ragEmbedRespVO:{}", ragEmbedRespVO);
 
@@ -340,7 +356,7 @@ public class RagHttpService {
             if (parseObject.containsKey("status") && parseObject.getBoolean("status")) {
                 // 修改状态为 上传成功
                 updateFileState(documents, KnowledgeStatusEnum.UPLOAD_SUCCESS);
-            }  else {
+            } else {
                 String errorMsg = parseObject.getString("error");
                 updateFileState(documents, KnowledgeStatusEnum.UPLOAD_FAILED);
                 throw exception(new ErrorCode(10047, errorMsg));
@@ -360,6 +376,15 @@ public class RagHttpService {
         throw new RuntimeException(errorMsg);
     }
 
+    /**
+     * 处理失败逻辑
+     */
+    private void handleFailure (KnowledgeDocumentsDO documents, String errorMsg) {
+        updateFileState(documents, KnowledgeStatusEnum.UPLOAD_FAILED);
+        log.error("Exception {} : {}", FILE_UPLOAD_FAILED_MSG, errorMsg);
+        throw new RuntimeException(errorMsg);
+    }
+
     /**
      * 重置 Unirest 连接
      */
diff --git a/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/service/http/vo/KnowledgeRagEmbedReqVO.java b/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/service/http/vo/KnowledgeRagEmbedReqVO.java
index d10ba1dde..2652d3b86 100644
--- a/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/service/http/vo/KnowledgeRagEmbedReqVO.java
+++ b/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/service/http/vo/KnowledgeRagEmbedReqVO.java
@@ -31,4 +31,9 @@ public class KnowledgeRagEmbedReqVO {
      * 文件流
      */
     private ByteArrayInputStream fileInputStream;
+
+    /**
+     * 文件字节数组
+     */
+    private byte[] fileBytes;
 }