diff --git a/web/src/pages/agent/form/agent-form/index.tsx b/web/src/pages/agent/form/agent-form/index.tsx
index 2b23010cd..38c49b666 100644
--- a/web/src/pages/agent/form/agent-form/index.tsx
+++ b/web/src/pages/agent/form/agent-form/index.tsx
@@ -22,7 +22,8 @@ import { Switch } from '@/components/ui/switch';
 import { LlmModelType } from '@/constants/knowledge';
 import { useFindLlmByUuid } from '@/hooks/use-llm-request';
 import { zodResolver } from '@hookform/resolvers/zod';
-import { memo, useCallback, useEffect, useMemo } from 'react';
+import { get } from 'lodash';
+import { memo, useEffect, useMemo } from 'react';
 import { useForm, useWatch } from 'react-hook-form';
 import { useTranslation } from 'react-i18next';
 import { z } from 'zod';
@@ -45,7 +46,10 @@ import { AgentTools, Agents } from './agent-tools';
 import { StructuredOutputDialog } from './structured-output-dialog';
 import { StructuredOutputPanel } from './structured-output-panel';
 import { useBuildPromptExtraPromptOptions } from './use-build-prompt-options';
-import { useShowStructuredOutputDialog } from './use-show-structured-output-dialog';
+import {
+  useHandleShowStructuredOutput,
+  useShowStructuredOutputDialog,
+} from './use-show-structured-output-dialog';
 import { useValues } from './use-values';
 import { useWatchFormChange } from './use-watch-change';
 
@@ -121,22 +125,19 @@ function AgentForm({ node }: INextOperatorForm) {
   });
 
   const {
-    initialStructuredOutput,
     showStructuredOutputDialog,
     structuredOutputDialogVisible,
     hideStructuredOutputDialog,
     handleStructuredOutputDialogOk,
   } = useShowStructuredOutputDialog(node?.id);
 
-  const updateNodeForm = useGraphStore((state) => state.updateNodeForm);
+  const structuredOutput = get(
+    node,
+    `data.form.outputs.${AgentStructuredOutputField}`,
+  );
 
-  const handleShowStructuredOutput = useCallback(
-    (val: boolean) => {
-      if (node?.id && val) {
-        updateNodeForm(node?.id, {}, ['outputs', AgentStructuredOutputField]);
-      }
-    },
-    [node?.id, updateNodeForm],
+  const { handleShowStructuredOutput } = useHandleShowStructuredOutput(
+    node?.id,
   );
 
   useEffect(() => {
@@ -327,7 +328,7 @@ function AgentForm({ node }: INextOperatorForm) {
               </div>
 
               <StructuredOutputPanel
-                value={initialStructuredOutput}
+                value={structuredOutput}
               ></StructuredOutputPanel>
             </section>
           )}
@@ -337,7 +338,7 @@ function AgentForm({ node }: INextOperatorForm) {
         <StructuredOutputDialog
           hideModal={hideStructuredOutputDialog}
           onOk={handleStructuredOutputDialogOk}
-          initialValues={initialStructuredOutput}
+          initialValues={structuredOutput}
         ></StructuredOutputDialog>
       )}
     </>
diff --git a/web/src/pages/agent/form/agent-form/use-show-structured-output-dialog.ts b/web/src/pages/agent/form/agent-form/use-show-structured-output-dialog.ts
index 19e38cefe..d66fcfb45 100644
--- a/web/src/pages/agent/form/agent-form/use-show-structured-output-dialog.ts
+++ b/web/src/pages/agent/form/agent-form/use-show-structured-output-dialog.ts
@@ -1,6 +1,8 @@
 import { JSONSchema } from '@/components/jsonjoy-builder';
+import { AgentStructuredOutputField } from '@/constants/agent';
 import { useSetModalState } from '@/hooks/common-hooks';
 import { useCallback } from 'react';
+import { initialAgentValues } from '../../constant';
 import useGraphStore from '../../store';
 
 export function useShowStructuredOutputDialog(nodeId?: string) {
@@ -9,15 +11,13 @@ export function useShowStructuredOutputDialog(nodeId?: string) {
     showModal: showStructuredOutputDialog,
     hideModal: hideStructuredOutputDialog,
   } = useSetModalState();
-  const { updateNodeForm, getNode } = useGraphStore((state) => state);
-
-  const initialStructuredOutput = getNode(nodeId)?.data.form.outputs.structured;
+  const { updateNodeForm } = useGraphStore((state) => state);
 
   const handleStructuredOutputDialogOk = useCallback(
     (values: JSONSchema) => {
       // Sync data to canvas
       if (nodeId) {
-        updateNodeForm(nodeId, values, ['outputs', 'structured']);
+        updateNodeForm(nodeId, values, ['outputs', AgentStructuredOutputField]);
       }
       hideStructuredOutputDialog();
     },
@@ -25,10 +25,30 @@ export function useShowStructuredOutputDialog(nodeId?: string) {
   );
 
   return {
-    initialStructuredOutput,
     structuredOutputDialogVisible,
     showStructuredOutputDialog,
     hideStructuredOutputDialog,
     handleStructuredOutputDialogOk,
   };
 }
+
+export function useHandleShowStructuredOutput(nodeId?: string) {
+  const updateNodeForm = useGraphStore((state) => state.updateNodeForm);
+
+  const handleShowStructuredOutput = useCallback(
+    (val: boolean) => {
+      if (nodeId) {
+        if (val) {
+          updateNodeForm(nodeId, {}, ['outputs', AgentStructuredOutputField]);
+        } else {
+          updateNodeForm(nodeId, initialAgentValues.outputs, ['outputs']);
+        }
+      }
+    },
+    [nodeId, updateNodeForm],
+  );
+
+  return {
+    handleShowStructuredOutput,
+  };
+}
diff --git a/web/src/pages/agent/form/agent-form/use-values.ts b/web/src/pages/agent/form/agent-form/use-values.ts
index f8747e4b4..fb7f94861 100644
--- a/web/src/pages/agent/form/agent-form/use-values.ts
+++ b/web/src/pages/agent/form/agent-form/use-values.ts
@@ -6,8 +6,10 @@ import { initialAgentValues } from '../../constant';
 
 // You need to exclude the mcp and tools fields that are not in the form,
 // otherwise the form data update will reset the tools or mcp data to an array
+// Exclude data that is not in the form to avoid writing this data to the canvas when using useWatch.
+// Outputs, tools, and MCP data are directly synchronized to the canvas without going through the form.
 function omitToolsAndMcp(values: Record<string, any>) {
-  return omit(values, ['mcp', 'tools']);
+  return omit(values, ['mcp', 'tools', 'outputs']);
 }
 
 export function useValues(node?: RAGFlowNodeType) {
diff --git a/web/src/pages/agent/form/agent-form/use-watch-change.ts b/web/src/pages/agent/form/agent-form/use-watch-change.ts
index 7c53a8d40..98b0ecf31 100644
--- a/web/src/pages/agent/form/agent-form/use-watch-change.ts
+++ b/web/src/pages/agent/form/agent-form/use-watch-change.ts
@@ -1,7 +1,6 @@
-import { omit } from 'lodash';
 import { useEffect } from 'react';
 import { UseFormReturn, useWatch } from 'react-hook-form';
-import { AgentStructuredOutputField, PromptRole } from '../../constant';
+import { PromptRole } from '../../constant';
 import useGraphStore from '../../store';
 
 export function useWatchFormChange(id?: string, form?: UseFormReturn<any>) {
@@ -17,14 +16,6 @@ export function useWatchFormChange(id?: string, form?: UseFormReturn<any>) {
         prompts: [{ role: PromptRole.User, content: values.prompts }],
       };
 
-      if (!values.showStructuredOutput) {
-        nextValues = {
-          ...nextValues,
-          outputs: omit(values.outputs, [AgentStructuredOutputField]),
-        };
-      } else {
-        nextValues = omit(nextValues, 'outputs');
-      }
       updateNodeForm(id, nextValues);
     }
   }, [form?.formState.isDirty, id, updateNodeForm, values]);