diff --git a/ruoyi-modules/ruoyi-aiflow/src/main/java/org/ruoyi/workflow/entity/WorkflowRuntime.java b/ruoyi-modules/ruoyi-aiflow/src/main/java/org/ruoyi/workflow/entity/WorkflowRuntime.java
index dada5dea..bde74b30 100644
--- a/ruoyi-modules/ruoyi-aiflow/src/main/java/org/ruoyi/workflow/entity/WorkflowRuntime.java
+++ b/ruoyi-modules/ruoyi-aiflow/src/main/java/org/ruoyi/workflow/entity/WorkflowRuntime.java
@@ -27,13 +27,13 @@ public class WorkflowRuntime extends BaseEntity {
     @TableField("workflow_id")
     private Long workflowId;
 
-    @TableField(value = "input")
+    @TableField(value = "`input`")
     private String input;
 
-    @TableField(value = "output")
+    @TableField(value = "`output`")
     private String output;
 
-    @TableField("status")
+    @TableField("`status`")
     private Integer status;
 
     @TableField("status_remark")
diff --git a/ruoyi-modules/ruoyi-aiflow/src/main/java/org/ruoyi/workflow/entity/WorkflowRuntimeNode.java b/ruoyi-modules/ruoyi-aiflow/src/main/java/org/ruoyi/workflow/entity/WorkflowRuntimeNode.java
index a472b5a1..00550a73 100644
--- a/ruoyi-modules/ruoyi-aiflow/src/main/java/org/ruoyi/workflow/entity/WorkflowRuntimeNode.java
+++ b/ruoyi-modules/ruoyi-aiflow/src/main/java/org/ruoyi/workflow/entity/WorkflowRuntimeNode.java
@@ -29,13 +29,13 @@ public class WorkflowRuntimeNode extends BaseEntity {
     @TableField("node_id")
     private Long nodeId;
 
-    @TableField(value = "input")
+    @TableField(value = "`input`")
     private String input;
 
-    @TableField(value = "output")
+    @TableField(value = "`output`")
     private String output;
 
-    @TableField("status")
+    @TableField("`status`")
     private Integer status;
 
     @TableField("status_remark")
diff --git a/ruoyi-modules/ruoyi-chat/src/main/java/org/ruoyi/factory/EmbeddingModelFactory.java b/ruoyi-modules/ruoyi-chat/src/main/java/org/ruoyi/factory/EmbeddingModelFactory.java
index 19ef4337..0db9d859 100644
--- a/ruoyi-modules/ruoyi-chat/src/main/java/org/ruoyi/factory/EmbeddingModelFactory.java
+++ b/ruoyi-modules/ruoyi-chat/src/main/java/org/ruoyi/factory/EmbeddingModelFactory.java
@@ -25,6 +25,14 @@ import java.util.concurrent.ConcurrentHashMap;
 @Slf4j
 public class EmbeddingModelFactory {
 
+    /**
+     * 厂商 providerCode → Spring Bean 名称映射
+     * 处理 providerCode 与 @Component 注册名不一致的情况
+     */
+    private static final Map<String, String> PROVIDER_BEAN_MAPPING = Map.of(
+            "qianwen", "alibailian"
+    );
+
     private final ApplicationContext applicationContext;
 
     private final IChatModelService chatModelService;
@@ -116,8 +124,10 @@ public class EmbeddingModelFactory {
      */
     private BaseEmbedModelService createModelInstance(String factory, ChatModelVo config) {
         try {
+            // 解析实际的 Bean 名称（处理 providerCode 与 @Component 注册名不一致的情况）
+            String beanName = PROVIDER_BEAN_MAPPING.getOrDefault(factory, factory);
             // 从Spring上下文中获取模型实例
-            BaseEmbedModelService model = applicationContext.getBean(factory, BaseEmbedModelService.class);
+            BaseEmbedModelService model = applicationContext.getBean(beanName, BaseEmbedModelService.class);
             // 配置模型参数
             model.configure(config);
             // 增加嵌入模型监听器