diff --git a/packages/service/core/workflow/dispatch/index.ts b/packages/service/core/workflow/dispatch/index.ts
index a108cadb8..cba7e68fe 100644
--- a/packages/service/core/workflow/dispatch/index.ts
+++ b/packages/service/core/workflow/dispatch/index.ts
@@ -37,7 +37,7 @@ import { dispatchQueryExtension } from './tools/queryExternsion';
 import { dispatchRunPlugin } from './plugin/run';
 import { dispatchPluginInput } from './plugin/runInput';
 import { dispatchPluginOutput } from './plugin/runOutput';
-import { removeSystemVariable, valueTypeFormat } from './utils';
+import { formatHttpError, removeSystemVariable, valueTypeFormat } from './utils';
 import {
   filterWorkflowEdges,
   checkNodeRunStatus,
@@ -72,6 +72,7 @@ import { dispatchLoopEnd } from './loop/runLoopEnd';
 import { dispatchLoopStart } from './loop/runLoopStart';
 import { dispatchFormInput } from './interactive/formInput';
 import { dispatchToolParams } from './agent/runTool/toolParams';
+import { responseWrite } from '../../../common/response';
 
 const callbackMap: Record<FlowNodeTypeEnum, Function> = {
   [FlowNodeTypeEnum.workflowStart]: dispatchWorkflowStart,
@@ -548,7 +549,21 @@ export async function dispatchWorkFlow(data: Props): Promise<DispatchFlowRespons
     // run module
     const dispatchRes: Record<string, any> = await (async () => {
       if (callbackMap[node.flowNodeType]) {
-        return callbackMap[node.flowNodeType](dispatchData);
+        try {
+          return await callbackMap[node.flowNodeType](dispatchData);
+        } catch (error) {
+          // Get source handles of outgoing edges
+          const targetEdges = runtimeEdges.filter((item) => item.source === node.nodeId);
+          const skipHandleIds = targetEdges.map((item) => item.sourceHandle);
+
+          // Skip all edges and return error
+          return {
+            [DispatchNodeResponseKeyEnum.nodeResponse]: {
+              error: formatHttpError(error)
+            },
+            [DispatchNodeResponseKeyEnum.skipHandleId]: skipHandleIds
+          };
+        }
       }
       return {};
     })();
diff --git a/projects/app/src/components/core/chat/ChatContainer/ChatBox/index.tsx b/projects/app/src/components/core/chat/ChatContainer/ChatBox/index.tsx
index 78855b298..f54a42531 100644
--- a/projects/app/src/components/core/chat/ChatContainer/ChatBox/index.tsx
+++ b/projects/app/src/components/core/chat/ChatContainer/ChatBox/index.tsx
@@ -525,6 +525,12 @@ const ChatBox = (
               generatingMessage: (e) => generatingMessage({ ...e, autoTTSResponse }),
               variables: requestVariables
             });
+            if (responseData?.[responseData.length - 1]?.error) {
+              toast({
+                title: responseData[responseData.length - 1].error?.message,
+                status: 'error'
+              });
+            }
 
             isNewChatReplace.current = isNewChat;
 
diff --git a/projects/app/src/components/core/chat/ChatContainer/PluginRunBox/context.tsx b/projects/app/src/components/core/chat/ChatContainer/PluginRunBox/context.tsx
index 10c501095..934347c47 100644
--- a/projects/app/src/components/core/chat/ChatContainer/PluginRunBox/context.tsx
+++ b/projects/app/src/components/core/chat/ChatContainer/PluginRunBox/context.tsx
@@ -235,6 +235,12 @@ const PluginRunContextProvider = ({
             ...variables
           }
         });
+        if (responseData?.[responseData.length - 1]?.error) {
+          toast({
+            title: responseData[responseData.length - 1].error?.message,
+            status: 'error'
+          });
+        }
 
         setHistories((state) =>
           state.map((item, index) => {