diff --git a/web/src/interfaces/database/agent.ts b/web/src/interfaces/database/agent.ts
index aac61a503..60f6957ab 100644
--- a/web/src/interfaces/database/agent.ts
+++ b/web/src/interfaces/database/agent.ts
@@ -135,9 +135,10 @@ export interface IRetrievalForm {
 }
 
 export interface ICodeForm {
-  inputs?: Array<{ name?: string; component_id?: string }>;
+  arguments: Record<string, string>;
   lang: string;
   script?: string;
+  outputs: Record<string, { value: string; type: string }>;
 }
 
 export interface IAgentForm {
diff --git a/web/src/pages/agent/constant.tsx b/web/src/pages/agent/constant.tsx
index 022a2742b..e1ac5cc07 100644
--- a/web/src/pages/agent/constant.tsx
+++ b/web/src/pages/agent/constant.tsx
@@ -667,7 +667,7 @@ export const initialCodeValues = {
     arg1: '',
     arg2: '',
   },
-  outputs: { result: { value: '', type: 'string' } },
+  outputs: {},
 };
 
 export const initialWaitingDialogueValues = {};
diff --git a/web/src/pages/agent/form/code-form/index.tsx b/web/src/pages/agent/form/code-form/index.tsx
index 71e0f6f52..edeb609d6 100644
--- a/web/src/pages/agent/form/code-form/index.tsx
+++ b/web/src/pages/agent/form/code-form/index.tsx
@@ -13,16 +13,18 @@ import {
 import { Input } from '@/components/ui/input';
 import { RAGFlowSelect } from '@/components/ui/select';
 import { ProgrammingLanguage } from '@/constants/agent';
-import { ICodeForm } from '@/interfaces/database/flow';
+import { ICodeForm } from '@/interfaces/database/agent';
 import { zodResolver } from '@hookform/resolvers/zod';
 import { useForm } from 'react-hook-form';
 import { useTranslation } from 'react-i18next';
-import { z } from 'zod';
+import { buildOutputList } from '../../utils/build-output-list';
+import { Output } from '../components/output';
 import {
   DynamicInputVariable,
   TypeOptions,
   VariableTitle,
 } from './next-variable';
+import { FormSchema, FormSchemaType } from './schema';
 import { useValues } from './use-values';
 import {
   useHandleLanguageChange,
@@ -36,26 +38,14 @@ const options = [
   ProgrammingLanguage.Javascript,
 ].map((x) => ({ value: x, label: x }));
 
+const DynamicFieldName = 'outputs';
+
 const CodeForm = ({ node }: INextOperatorForm) => {
   const formData = node?.data.form as ICodeForm;
   const { t } = useTranslation();
   const values = useValues(node);
 
-  const FormSchema = z.object({
-    lang: z.string(),
-    script: z.string(),
-    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() }),
-    ]),
-  });
-
-  const form = useForm({
+  const form = useForm<FormSchemaType>({
     defaultValues: values,
     resolver: zodResolver(FormSchema),
   });
@@ -75,6 +65,7 @@ const CodeForm = ({ node }: INextOperatorForm) => {
         <DynamicInputVariable
           node={node}
           title={t('flow.input')}
+          isOutputs={false}
         ></DynamicInputVariable>
         <FormField
           control={form.control}
@@ -124,7 +115,8 @@ const CodeForm = ({ node }: INextOperatorForm) => {
           <DynamicInputVariable
             node={node}
             title={'Return Values'}
-            name={'return'}
+            name={DynamicFieldName}
+            isOutputs
           ></DynamicInputVariable>
         ) : (
           <div>
@@ -132,7 +124,7 @@ const CodeForm = ({ node }: INextOperatorForm) => {
             <FormContainer className="space-y-5">
               <FormField
                 control={form.control}
-                name={'return.name'}
+                name={`${DynamicFieldName}.name`}
                 render={({ field }) => (
                   <FormItem>
                     <FormLabel>Name</FormLabel>
@@ -148,7 +140,7 @@ const CodeForm = ({ node }: INextOperatorForm) => {
               />
               <FormField
                 control={form.control}
-                name={`return.component_id`}
+                name={`${DynamicFieldName}.type`}
                 render={({ field }) => (
                   <FormItem className="flex-1">
                     <FormLabel>Type</FormLabel>
@@ -167,6 +159,9 @@ const CodeForm = ({ node }: INextOperatorForm) => {
           </div>
         )}
       </form>
+      <div className="p-5">
+        <Output list={buildOutputList(formData.outputs)}></Output>
+      </div>
     </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 c3f0ac5a7..065adbf64 100644
--- a/web/src/pages/agent/form/code-form/next-variable.tsx
+++ b/web/src/pages/agent/form/code-form/next-variable.tsx
@@ -10,6 +10,7 @@ import {
   FormMessage,
 } from '@/components/ui/form';
 import { BlurInput } from '@/components/ui/input';
+import { RAGFlowSelect } from '@/components/ui/select';
 import { Separator } from '@/components/ui/separator';
 import { RAGFlowNodeType } from '@/interfaces/database/flow';
 import { X } from 'lucide-react';
@@ -21,18 +22,19 @@ import { useBuildQueryVariableOptions } from '../../hooks/use-get-begin-query';
 interface IProps {
   node?: RAGFlowNodeType;
   name?: string;
+  isOutputs: boolean;
 }
 
 export const TypeOptions = [
   'String',
   'Number',
   'Boolean',
-  'Array[String]',
-  'Array[Number]',
+  'Array<String>',
+  'Array<Number>',
   'Object',
 ].map((x) => ({ label: x, value: x }));
 
-export function DynamicVariableForm({ name = 'arguments' }: IProps) {
+export function DynamicVariableForm({ name = 'arguments', isOutputs }: IProps) {
   const { t } = useTranslation();
   const form = useFormContext();
 
@@ -67,14 +69,22 @@ export function DynamicVariableForm({ name = 'arguments' }: IProps) {
             <Separator className="w-3 text-text-sub-title" />
             <FormField
               control={form.control}
-              name={`${name}.${index}.component_id`}
+              name={`${name}.${index}.type`}
               render={({ field }) => (
                 <FormItem className="flex-1 overflow-hidden">
                   <FormControl>
-                    <SelectWithSearch
-                      options={nextOptions}
-                      {...field}
-                    ></SelectWithSearch>
+                    {isOutputs ? (
+                      <RAGFlowSelect
+                        placeholder={t('common.pleaseSelect')}
+                        options={TypeOptions}
+                        {...field}
+                      ></RAGFlowSelect>
+                    ) : (
+                      <SelectWithSearch
+                        options={nextOptions}
+                        {...field}
+                      ></SelectWithSearch>
+                    )}
                   </FormControl>
                   <FormMessage />
                 </FormItem>
@@ -86,9 +96,7 @@ export function DynamicVariableForm({ name = 'arguments' }: IProps) {
           </div>
         );
       })}
-      <BlockButton
-        onClick={() => append({ name: '', component_id: undefined })}
-      >
+      <BlockButton onClick={() => append({ name: '', type: undefined })}>
         {t('flow.addVariable')}
       </BlockButton>
     </div>
@@ -103,12 +111,17 @@ export function DynamicInputVariable({
   node,
   name,
   title,
+  isOutputs = false,
 }: IProps & { title: ReactNode }) {
   return (
     <section>
       <VariableTitle title={title}></VariableTitle>
       <FormContainer>
-        <DynamicVariableForm node={node} name={name}></DynamicVariableForm>
+        <DynamicVariableForm
+          node={node}
+          name={name}
+          isOutputs={isOutputs}
+        ></DynamicVariableForm>
       </FormContainer>
     </section>
   );
diff --git a/web/src/pages/agent/form/code-form/schema.ts b/web/src/pages/agent/form/code-form/schema.ts
new file mode 100644
index 000000000..fe694444e
--- /dev/null
+++ b/web/src/pages/agent/form/code-form/schema.ts
@@ -0,0 +1,14 @@
+import { ProgrammingLanguage } from '@/constants/agent';
+import { z } from 'zod';
+
+export const FormSchema = z.object({
+  lang: z.enum([ProgrammingLanguage.Python, ProgrammingLanguage.Javascript]),
+  script: z.string(),
+  arguments: z.array(z.object({ name: z.string(), type: z.string() })),
+  outputs: z.union([
+    z.array(z.object({ name: z.string(), type: z.string() })).optional(),
+    z.object({ name: z.string(), type: z.string() }),
+  ]),
+});
+
+export type FormSchemaType = z.infer<typeof FormSchema>;
diff --git a/web/src/pages/agent/form/code-form/use-values.ts b/web/src/pages/agent/form/code-form/use-values.ts
index ce8ef1f9b..ea6f2d67c 100644
--- a/web/src/pages/agent/form/code-form/use-values.ts
+++ b/web/src/pages/agent/form/code-form/use-values.ts
@@ -1,3 +1,5 @@
+import { ProgrammingLanguage } from '@/constants/agent';
+import { ICodeForm } from '@/interfaces/database/agent';
 import { RAGFlowNodeType } from '@/interfaces/database/flow';
 import { isEmpty } from 'lodash';
 import { useMemo } from 'react';
@@ -6,10 +8,26 @@ import { initialCodeValues } from '../../constant';
 function convertToArray(args: Record<string, string>) {
   return Object.entries(args).map(([key, value]) => ({
     name: key,
-    component_id: value,
+    type: value,
   }));
 }
 
+type OutputsFormType = { name: string; type: string };
+
+function convertOutputsToArray({ lang, outputs = {} }: ICodeForm) {
+  if (lang === ProgrammingLanguage.Python) {
+    return Object.entries(outputs).map(([key, val]) => ({
+      name: key,
+      type: val.type,
+    }));
+  }
+  return Object.entries(outputs).reduce<OutputsFormType>((pre, [key, val]) => {
+    pre.name = key;
+    pre.type = val.type;
+    return pre;
+  }, {} as OutputsFormType);
+}
+
 export function useValues(node?: RAGFlowNodeType) {
   const values = useMemo(() => {
     const formData = node?.data?.form;
@@ -18,7 +36,11 @@ export function useValues(node?: RAGFlowNodeType) {
       return initialCodeValues;
     }
 
-    return { ...formData, arguments: convertToArray(formData.arguments) };
+    return {
+      ...formData,
+      arguments: convertToArray(formData.arguments),
+      outputs: convertOutputsToArray(formData),
+    };
   }, [node?.data?.form]);
 
   return values;
diff --git a/web/src/pages/agent/form/code-form/use-watch-change.ts b/web/src/pages/agent/form/code-form/use-watch-change.ts
index 6ce0187af..f01241e71 100644
--- a/web/src/pages/agent/form/code-form/use-watch-change.ts
+++ b/web/src/pages/agent/form/code-form/use-watch-change.ts
@@ -1,17 +1,55 @@
 import { CodeTemplateStrMap, ProgrammingLanguage } from '@/constants/agent';
+import { ICodeForm } from '@/interfaces/database/agent';
+import { isEmpty } from 'lodash';
 import { useCallback, useEffect } from 'react';
 import { UseFormReturn, useWatch } from 'react-hook-form';
 import useGraphStore from '../../store';
+import { FormSchemaType } from './schema';
 
-function convertToObject(list: Array<{ name: string; component_id: string }>) {
+function convertToObject(list: FormSchemaType['arguments'] = []) {
   return list.reduce<Record<string, string>>((pre, cur) => {
-    pre[cur.name] = cur.component_id;
+    if (cur.name && cur.type) {
+      pre[cur.name] = cur.type;
+    }
 
     return pre;
   }, {});
 }
 
-export function useWatchFormChange(id?: string, form?: UseFormReturn) {
+type ArrayOutputs = Extract<FormSchemaType['outputs'], Array<any>>;
+
+type ObjectOutputs = Exclude<FormSchemaType['outputs'], Array<any>>;
+
+function convertOutputsToObject({ lang, outputs }: FormSchemaType) {
+  if (lang === ProgrammingLanguage.Python) {
+    return (outputs as ArrayOutputs).reduce<ICodeForm['outputs']>(
+      (pre, cur) => {
+        pre[cur.name] = {
+          value: '',
+          type: cur.type,
+        };
+
+        return pre;
+      },
+      {},
+    );
+  }
+  const outputsObject = outputs as ObjectOutputs;
+  if (isEmpty(outputsObject)) {
+    return {};
+  }
+  return {
+    [outputsObject.name]: {
+      value: '',
+      type: outputsObject.type,
+    },
+  };
+}
+
+export function useWatchFormChange(
+  id?: string,
+  form?: UseFormReturn<FormSchemaType>,
+) {
   let values = useWatch({ control: form?.control });
   const updateNodeForm = useGraphStore((state) => state.updateNodeForm);
 
@@ -21,7 +59,10 @@ export function useWatchFormChange(id?: string, form?: UseFormReturn) {
       values = form?.getValues() || {};
       let nextValues: any = {
         ...values,
-        arguments: convertToObject(values.arguments),
+        arguments: convertToObject(
+          values?.arguments as FormSchemaType['arguments'],
+        ),
+        outputs: convertOutputsToObject(values as FormSchemaType),
       };
 
       updateNodeForm(id, nextValues);
@@ -29,7 +70,10 @@ export function useWatchFormChange(id?: string, form?: UseFormReturn) {
   }, [form?.formState.isDirty, id, updateNodeForm, values]);
 }
 
-export function useHandleLanguageChange(id?: string, form?: UseFormReturn) {
+export function useHandleLanguageChange(
+  id?: string,
+  form?: UseFormReturn<FormSchemaType>,
+) {
   const updateNodeForm = useGraphStore((state) => state.updateNodeForm);
 
   const handleLanguageChange = useCallback(
@@ -37,6 +81,12 @@ export function useHandleLanguageChange(id?: string, form?: UseFormReturn) {
       if (id) {
         const script = CodeTemplateStrMap[lang as ProgrammingLanguage];
         form?.setValue('script', script);
+        form?.setValue(
+          'outputs',
+          (lang === ProgrammingLanguage.Python
+            ? []
+            : {}) as FormSchemaType['outputs'],
+        );
         updateNodeForm(id, script, ['script']);
       }
     },
diff --git a/web/src/pages/agent/utils/build-output-list.ts b/web/src/pages/agent/utils/build-output-list.ts
new file mode 100644
index 000000000..5a9452965
--- /dev/null
+++ b/web/src/pages/agent/utils/build-output-list.ts
@@ -0,0 +1,8 @@
+import { OutputType } from '../form/components/output';
+
+export function buildOutputList(outputs: Record<string, Record<string, any>>) {
+  return Object.entries(outputs).reduce<OutputType[]>((pre, [key, val]) => {
+    pre.push({ title: key, type: val.type });
+    return pre;
+  }, []);
+}