diff --git a/web/src/components/message-history-window-size-item.tsx b/web/src/components/message-history-window-size-item.tsx
index bab9f4ccb..2f2043f3c 100644
--- a/web/src/components/message-history-window-size-item.tsx
+++ b/web/src/components/message-history-window-size-item.tsx
@@ -1,4 +1,5 @@
 import { Form, InputNumber } from 'antd';
+import { useMemo } from 'react';
 import { useFormContext } from 'react-hook-form';
 import { useTranslation } from 'react-i18next';
 import {
@@ -8,7 +9,7 @@ import {
   FormLabel,
   FormMessage,
 } from './ui/form';
-import { Input } from './ui/input';
+import { BlurInput, Input } from './ui/input';
 
 const MessageHistoryWindowSizeItem = ({
   initialValue,
@@ -31,10 +32,20 @@ const MessageHistoryWindowSizeItem = ({
 
 export default MessageHistoryWindowSizeItem;
 
-export function MessageHistoryWindowSizeFormField() {
+type MessageHistoryWindowSizeFormFieldProps = {
+  useBlurInput?: boolean;
+};
+
+export function MessageHistoryWindowSizeFormField({
+  useBlurInput = false,
+}: MessageHistoryWindowSizeFormFieldProps) {
   const form = useFormContext();
   const { t } = useTranslation();
 
+  const NextInput = useMemo(() => {
+    return useBlurInput ? BlurInput : Input;
+  }, [useBlurInput]);
+
   return (
     <FormField
       control={form.control}
@@ -45,7 +56,7 @@ export function MessageHistoryWindowSizeFormField() {
             {t('flow.messageHistoryWindowSize')}
           </FormLabel>
           <FormControl>
-            <Input {...field} type={'number'}></Input>
+            <NextInput {...field} type={'number'}></NextInput>
           </FormControl>
           <FormMessage />
         </FormItem>
diff --git a/web/src/components/originui/select-with-search.tsx b/web/src/components/originui/select-with-search.tsx
index c5b0c853e..cf0e2b469 100644
--- a/web/src/components/originui/select-with-search.tsx
+++ b/web/src/components/originui/select-with-search.tsx
@@ -1,7 +1,14 @@
 'use client';
 
 import { CheckIcon, ChevronDownIcon } from 'lucide-react';
-import { Fragment, useCallback, useEffect, useId, useState } from 'react';
+import {
+  Fragment,
+  forwardRef,
+  useCallback,
+  useEffect,
+  useId,
+  useState,
+} from 'react';
 
 import { Button } from '@/components/ui/button';
 import {
@@ -72,11 +79,10 @@ export type SelectWithSearchFlagProps = {
   onChange?(value: string): void;
 };
 
-export function SelectWithSearch({
-  value: val = '',
-  onChange,
-  options = countries,
-}: SelectWithSearchFlagProps) {
+export const SelectWithSearch = forwardRef<
+  React.ElementRef<typeof Button>,
+  SelectWithSearchFlagProps
+>(({ value: val = '', onChange, options = countries }, ref) => {
   const id = useId();
   const [open, setOpen] = useState<boolean>(false);
   const [value, setValue] = useState<string>('');
@@ -102,6 +108,7 @@ export function SelectWithSearch({
           variant="outline"
           role="combobox"
           aria-expanded={open}
+          ref={ref}
           className="bg-background hover:bg-background border-input w-full justify-between px-3 font-normal outline-offset-0 outline-none focus-visible:outline-[3px]"
         >
           {value ? (
@@ -160,4 +167,4 @@ export function SelectWithSearch({
       </PopoverContent>
     </Popover>
   );
-}
+});
diff --git a/web/src/components/ui/input.tsx b/web/src/components/ui/input.tsx
index 309d3848e..c05dece03 100644
--- a/web/src/components/ui/input.tsx
+++ b/web/src/components/ui/input.tsx
@@ -67,4 +67,42 @@ const SearchInput = (props: InputProps) => {
   );
 };
 
+type Value = string | readonly string[] | number | undefined;
+
+export const InnerBlurInput = React.forwardRef<
+  HTMLInputElement,
+  InputProps & { value: Value; onChange(value: Value): void }
+>(({ value, onChange, ...props }, ref) => {
+  const [val, setVal] = React.useState<Value>();
+
+  const handleChange: React.ChangeEventHandler<HTMLInputElement> =
+    React.useCallback((e) => {
+      setVal(e.target.value);
+    }, []);
+
+  const handleBlur: React.FocusEventHandler<HTMLInputElement> =
+    React.useCallback(
+      (e) => {
+        onChange?.(e.target.value);
+      },
+      [onChange],
+    );
+
+  React.useEffect(() => {
+    setVal(value);
+  }, [value]);
+
+  return (
+    <Input
+      {...props}
+      value={val}
+      onBlur={handleBlur}
+      onChange={handleChange}
+      ref={ref}
+    ></Input>
+  );
+});
+
+export const BlurInput = React.memo(InnerBlurInput);
+
 export { ExpandedInput, Input, SearchInput };
diff --git a/web/src/components/ui/textarea.tsx b/web/src/components/ui/textarea.tsx
index 5956859d4..f42863caf 100644
--- a/web/src/components/ui/textarea.tsx
+++ b/web/src/components/ui/textarea.tsx
@@ -20,3 +20,42 @@ const Textarea = React.forwardRef<
 Textarea.displayName = 'Textarea';
 
 export { Textarea };
+
+type Value = string | readonly string[] | number | undefined;
+
+export const BlurTextarea = React.forwardRef<
+  HTMLTextAreaElement,
+  React.ComponentProps<'textarea'> & {
+    value: Value;
+    onChange(value: Value): void;
+  }
+>(({ value, onChange, ...props }, ref) => {
+  const [val, setVal] = React.useState<Value>();
+
+  const handleChange: React.ChangeEventHandler<HTMLTextAreaElement> =
+    React.useCallback((e) => {
+      setVal(e.target.value);
+    }, []);
+
+  const handleBlur: React.FocusEventHandler<HTMLTextAreaElement> =
+    React.useCallback(
+      (e) => {
+        onChange?.(e.target.value);
+      },
+      [onChange],
+    );
+
+  React.useEffect(() => {
+    setVal(value);
+  }, [value]);
+
+  return (
+    <Textarea
+      {...props}
+      value={val}
+      onBlur={handleBlur}
+      onChange={handleChange}
+      ref={ref}
+    ></Textarea>
+  );
+});
diff --git a/web/src/pages/agent/form-sheet/next.tsx b/web/src/pages/agent/form-sheet/next.tsx
index df390fdf3..0ebb55ab5 100644
--- a/web/src/pages/agent/form-sheet/next.tsx
+++ b/web/src/pages/agent/form-sheet/next.tsx
@@ -11,6 +11,7 @@ import { RAGFlowNodeType } from '@/interfaces/database/flow';
 import { cn } from '@/lib/utils';
 import { zodResolver } from '@hookform/resolvers/zod';
 import { get, isPlainObject, lowerFirst } from 'lodash';
+import omit from 'lodash/omit';
 import { Play, X } from 'lucide-react';
 import { useEffect, useRef } from 'react';
 import { useForm } from 'react-hook-form';
@@ -54,7 +55,7 @@ const FormSheet = ({
   const OperatorForm = currentFormMap.component ?? EmptyContent;
 
   const form = useForm({
-    defaultValues: currentFormMap.defaultValues,
+    values: currentFormMap.defaultValues,
     resolver: zodResolver(currentFormMap.schema),
   });
 
@@ -89,10 +90,16 @@ const FormSheet = ({
         if (isPlainObject(formData)) {
           //   form.setFieldsValue({ ...formData, items });
           console.info('xxx');
-          form.reset({ ...formData, items });
+          const nextValues = {
+            ...omit(formData, 'category_description'),
+            items,
+          };
+          // Object.entries(nextValues).forEach(([key, value]) => {
+          //   form.setValue(key, value, { shouldDirty: false });
+          // });
+          form.reset(nextValues);
         }
-      }
-      if (operatorName === Operator.Message) {
+      } else if (operatorName === Operator.Message) {
         form.reset({
           ...formData,
           content: convertToObjectArray(formData.content),
diff --git a/web/src/pages/agent/form-sheet/use-form-config-map.tsx b/web/src/pages/agent/form-sheet/use-form-config-map.tsx
index 134361e76..082140eed 100644
--- a/web/src/pages/agent/form-sheet/use-form-config-map.tsx
+++ b/web/src/pages/agent/form-sheet/use-form-config-map.tsx
@@ -124,15 +124,26 @@ export function useFormConfigMap() {
         presencePenaltyEnabled: true,
         frequencyPenaltyEnabled: true,
         maxTokensEnabled: true,
+        items: [],
       },
       schema: z.object({
         parameter: z.string().optional(),
         ...LlmSettingSchema,
-        message_history_window_size: z.number(),
+        message_history_window_size: z.coerce.number(),
         items: z.array(
-          z.object({
-            name: z.string().min(1, t('flow.nameMessage')).trim(),
-          }),
+          z
+            .object({
+              name: z.string().min(1, t('flow.nameMessage')).trim(),
+              description: z.string().optional(),
+              // examples: z
+              //   .array(
+              //     z.object({
+              //       value: z.string(),
+              //     }),
+              //   )
+              //   .optional(),
+            })
+            .optional(),
         ),
       }),
     },
@@ -180,6 +191,12 @@ export function useFormConfigMap() {
         arguments: z.array(
           z.object({ name: z.string(), component_id: z.string() }),
         ),
+        return: z.union([
+          z
+            .array(z.object({ name: z.string(), component_id: z.string() }))
+            .optional(),
+          z.object({ name: z.string(), component_id: z.string() }),
+        ]),
       }),
     },
     [Operator.WaitingDialogue]: {
diff --git a/web/src/pages/agent/form/categorize-form/dynamic-categorize.tsx b/web/src/pages/agent/form/categorize-form/dynamic-categorize.tsx
index 6302e032a..5b4712053 100644
--- a/web/src/pages/agent/form/categorize-form/dynamic-categorize.tsx
+++ b/web/src/pages/agent/form/categorize-form/dynamic-categorize.tsx
@@ -12,8 +12,7 @@ import {
   FormMessage,
 } from '@/components/ui/form';
 import { Input } from '@/components/ui/input';
-import { RAGFlowSelect } from '@/components/ui/select';
-import { Textarea } from '@/components/ui/textarea';
+import { BlurTextarea } from '@/components/ui/textarea';
 import { useTranslate } from '@/hooks/common-hooks';
 import { PlusOutlined } from '@ant-design/icons';
 import { useUpdateNodeInternals } from '@xyflow/react';
@@ -23,6 +22,7 @@ import { ChevronsUpDown, X } from 'lucide-react';
 import {
   ChangeEventHandler,
   FocusEventHandler,
+  memo,
   useCallback,
   useEffect,
   useState,
@@ -104,7 +104,7 @@ const NameInput = ({
   );
 };
 
-const FormSet = ({ nodeId, index }: IProps & { index: number }) => {
+const InnerFormSet = ({ nodeId, index }: IProps & { index: number }) => {
   const form = useFormContext();
   const { t } = useTranslate('flow');
   const buildCategorizeToOptions = useBuildFormSelectOptions(
@@ -152,13 +152,13 @@ const FormSet = ({ nodeId, index }: IProps & { index: number }) => {
           <FormItem>
             <FormLabel>{t('description')}</FormLabel>
             <FormControl>
-              <Textarea {...field} rows={3} />
+              <BlurTextarea {...field} rows={3} />
             </FormControl>
             <FormMessage />
           </FormItem>
         )}
       />
-      <FormField
+      {/* <FormField
         control={form.control}
         name={buildFieldName('examples')}
         render={({ field }) => (
@@ -170,8 +170,8 @@ const FormSet = ({ nodeId, index }: IProps & { index: number }) => {
             <FormMessage />
           </FormItem>
         )}
-      />
-      <FormField
+      /> */}
+      {/* <FormField
         control={form.control}
         name={buildFieldName('to')}
         render={({ field }) => (
@@ -202,11 +202,13 @@ const FormSet = ({ nodeId, index }: IProps & { index: number }) => {
             <FormMessage />
           </FormItem>
         )}
-      />
+      /> */}
     </section>
   );
 };
 
+const FormSet = memo(InnerFormSet);
+
 const DynamicCategorize = ({ nodeId }: IProps) => {
   const updateNodeInternals = useUpdateNodeInternals();
   const form = useFormContext();
@@ -219,6 +221,8 @@ const DynamicCategorize = ({ nodeId }: IProps) => {
   const handleAdd = () => {
     append({
       name: humanId(),
+      description: '',
+      // examples: [],
     });
     if (nodeId) updateNodeInternals(nodeId);
   };
@@ -226,7 +230,7 @@ const DynamicCategorize = ({ nodeId }: IProps) => {
   return (
     <div className="flex flex-col gap-4 ">
       {fields.map((field, index) => (
-        <Collapsible key={field.id}>
+        <Collapsible key={field.id} defaultOpen>
           <div className="flex items-center justify-between space-x-4">
             <h4 className="font-bold">
               {form.getValues(`items.${index}.name`)}
@@ -262,4 +266,4 @@ const DynamicCategorize = ({ nodeId }: IProps) => {
   );
 };
 
-export default DynamicCategorize;
+export default memo(DynamicCategorize);
diff --git a/web/src/pages/agent/form/categorize-form/index.tsx b/web/src/pages/agent/form/categorize-form/index.tsx
index eb1067fc0..bc85ed110 100644
--- a/web/src/pages/agent/form/categorize-form/index.tsx
+++ b/web/src/pages/agent/form/categorize-form/index.tsx
@@ -41,7 +41,9 @@ const CategorizeForm = ({ form, node }: INextOperatorForm) => {
         />
 
         <LargeModelFormField></LargeModelFormField>
-        <MessageHistoryWindowSizeFormField></MessageHistoryWindowSizeFormField>
+        <MessageHistoryWindowSizeFormField
+          useBlurInput
+        ></MessageHistoryWindowSizeFormField>
         <DynamicCategorize nodeId={node?.id}></DynamicCategorize>
       </form>
     </Form>
diff --git a/web/src/pages/agent/form/code-form/next-variable.tsx b/web/src/pages/agent/form/code-form/next-variable.tsx
index 19bb71914..c29fbcdcc 100644
--- a/web/src/pages/agent/form/code-form/next-variable.tsx
+++ b/web/src/pages/agent/form/code-form/next-variable.tsx
@@ -8,7 +8,7 @@ import {
   FormItem,
   FormMessage,
 } from '@/components/ui/form';
-import { Input } from '@/components/ui/input';
+import { BlurInput } from '@/components/ui/input';
 import { RAGFlowSelect } from '@/components/ui/select';
 import { Separator } from '@/components/ui/separator';
 import { RAGFlowNodeType } from '@/interfaces/database/flow';
@@ -58,10 +58,10 @@ export function DynamicVariableForm({ node, name = 'arguments' }: IProps) {
               render={({ field }) => (
                 <FormItem className="w-2/5">
                   <FormControl>
-                    <Input
+                    <BlurInput
                       {...field}
                       placeholder={t('common.pleaseInput')}
-                    ></Input>
+                    ></BlurInput>
                   </FormControl>
                   <FormMessage />
                 </FormItem>
diff --git a/web/src/pages/agent/hooks/use-watch-form-change.ts b/web/src/pages/agent/hooks/use-watch-form-change.ts
index 058e57064..04a1c413b 100644
--- a/web/src/pages/agent/hooks/use-watch-form-change.ts
+++ b/web/src/pages/agent/hooks/use-watch-form-change.ts
@@ -37,18 +37,49 @@ export const useHandleFormValuesChange = (
     [updateNodeForm, id],
   );
 
-  const value = useWatch({ control: form?.control });
+  let values = useWatch({ control: form?.control });
 
-  console.log('🚀 ~ x:', value);
+  // console.log('🚀 ~ x:', values);
 
   useEffect(() => {
     // Manually triggered form updates are synchronized to the canvas
     if (id && form?.formState.isDirty) {
-      console.log('🚀 ~ useEffect ~ value:', value, operatorName);
+      values = form?.getValues();
+      let nextValues: any = values;
       // run(id, nextValues);
-      updateNodeForm(id, value);
+
+      const categoryDescriptionRegex = /items\.\d+\.name/g;
+
+      if (operatorName === Operator.Categorize) {
+        console.log('🚀 ~ useEffect ~ values:', values);
+        const categoryDescription = Array.isArray(values.items)
+          ? buildCategorizeObjectFromList(values.items)
+          : {};
+        if (categoryDescription) {
+          nextValues = {
+            ...omit(values, 'items'),
+            category_description: categoryDescription,
+          };
+        }
+      } else if (operatorName === Operator.Message) {
+        nextValues = {
+          ...values,
+          content: convertToStringArray(values.content),
+        };
+      }
+
+      updateNodeForm(id, nextValues);
     }
-  }, [form?.formState.isDirty, id, operatorName, updateNodeForm, value]);
+  }, [form?.formState.isDirty, id, operatorName, updateNodeForm, values]);
+
+  // useEffect(() => {
+  //   form?.subscribe({
+  //     formState: { values: true },
+  //     callback: ({ values }) => {
+  //       // console.info('subscribe', values);
+  //     },
+  //   });
+  // }, [form]);
 
   return { handleValuesChange };
 
diff --git a/web/src/pages/demo.tsx b/web/src/pages/demo.tsx
new file mode 100644
index 000000000..358259893
--- /dev/null
+++ b/web/src/pages/demo.tsx
@@ -0,0 +1,56 @@
+import { zodResolver } from '@hookform/resolvers/zod';
+import { Form, useForm } from 'react-hook-form';
+import { z } from 'zod';
+
+import { Button } from '@/components/ui/button';
+import { useCallback, useState } from 'react';
+import DynamicCategorize from './agent/form/categorize-form/dynamic-categorize';
+
+const formSchema = z.object({
+  items: z
+    .array(
+      z
+        .object({
+          name: z.string().min(1, 'xxx').trim(),
+          description: z.string().optional(),
+          // examples: z
+          //   .array(
+          //     z.object({
+          //       value: z.string(),
+          //     }),
+          //   )
+          //   .optional(),
+        })
+        .optional(),
+    )
+    .optional(),
+});
+
+export function Demo() {
+  const [flag, setFlag] = useState(false);
+
+  const form = useForm<z.infer<typeof formSchema>>({
+    resolver: zodResolver(formSchema),
+    defaultValues: {
+      items: [],
+    },
+  });
+
+  const handleReset = useCallback(() => {
+    form?.reset();
+  }, [form]);
+
+  const handleSwitch = useCallback(() => {
+    setFlag(true);
+  }, []);
+
+  return (
+    <div>
+      <Form {...form}>
+        <DynamicCategorize></DynamicCategorize>
+      </Form>
+      <Button onClick={handleReset}>reset</Button>
+      <Button onClick={handleSwitch}>switch</Button>
+    </div>
+  );
+}