diff --git a/web/src/pages/agent/constant.tsx b/web/src/pages/agent/constant.tsx
index f308e0727..a52d9892f 100644
--- a/web/src/pages/agent/constant.tsx
+++ b/web/src/pages/agent/constant.tsx
@@ -27,6 +27,7 @@ import { ReactComponent as TemplateIcon } from '@/assets/svg/template.svg';
 import { ReactComponent as TuShareIcon } from '@/assets/svg/tushare.svg';
 import { ReactComponent as WenCaiIcon } from '@/assets/svg/wencai.svg';
 import { ReactComponent as YahooFinanceIcon } from '@/assets/svg/yahoo-finance.svg';
+import { CodeTemplateStrMap, ProgrammingLanguage } from '@/constants/agent';
 
 // 邮件功能
 
@@ -56,6 +57,7 @@ import upperFirst from 'lodash/upperFirst';
 import {
   CirclePower,
   CloudUpload,
+  CodeXml,
   IterationCcw,
   ListOrdered,
   OptionIcon,
@@ -103,6 +105,7 @@ export enum Operator {
   Email = 'Email',
   Iteration = 'Iteration',
   IterationStart = 'IterationItem',
+  Code = 'Code',
 }
 
 export const CommonOperatorList = Object.values(Operator).filter(
@@ -161,6 +164,7 @@ export const operatorIconMap = {
   [Operator.Email]: EmailIcon,
   [Operator.Iteration]: IterationCcw,
   [Operator.IterationStart]: CirclePower,
+  [Operator.Code]: CodeXml,
 };
 
 export const operatorMap: Record<
@@ -299,6 +303,7 @@ export const operatorMap: Record<
   [Operator.Email]: { backgroundColor: '#e6f7ff' },
   [Operator.Iteration]: { backgroundColor: '#e6f7ff' },
   [Operator.IterationStart]: { backgroundColor: '#e6f7ff' },
+  [Operator.Code]: { backgroundColor: '#4c5458' },
 };
 
 export const componentMenuList = [
@@ -336,6 +341,9 @@ export const componentMenuList = [
   {
     name: Operator.Iteration,
   },
+  {
+    name: Operator.Code,
+  },
   {
     name: Operator.Note,
   },
@@ -645,6 +653,19 @@ export const initialIterationValues = {
 };
 export const initialIterationStartValues = {};
 
+export const initialCodeValues = {
+  lang: 'python',
+  script: CodeTemplateStrMap[ProgrammingLanguage.Python],
+  arguments: [
+    {
+      name: 'arg1',
+    },
+    {
+      name: 'arg2',
+    },
+  ],
+};
+
 export const CategorizeAnchorPointPositions = [
   { top: 1, right: 34 },
   { top: 8, right: 18 },
@@ -726,6 +747,7 @@ export const RestrictedUpstreamMap = {
   [Operator.Email]: [Operator.Begin],
   [Operator.Iteration]: [Operator.Begin],
   [Operator.IterationStart]: [Operator.Begin],
+  [Operator.Code]: [Operator.Begin],
 };
 
 export const NodeMap = {
@@ -765,6 +787,7 @@ export const NodeMap = {
   [Operator.Email]: 'emailNode',
   [Operator.Iteration]: 'group',
   [Operator.IterationStart]: 'iterationStartNode',
+  [Operator.Code]: 'ragNode',
 };
 
 export const LanguageOptions = [
diff --git a/web/src/pages/agent/form-sheet/next.tsx b/web/src/pages/agent/form-sheet/next.tsx
index 7335844c2..cecb7a3f0 100644
--- a/web/src/pages/agent/form-sheet/next.tsx
+++ b/web/src/pages/agent/form-sheet/next.tsx
@@ -98,7 +98,7 @@ const FormSheet = ({
   return (
     <Sheet open={visible} modal={false}>
       <SheetTitle className="hidden"></SheetTitle>
-      <SheetContent className={cn('bg-white top-20 p-0')} closeIcon={false}>
+      <SheetContent className={cn('top-20 p-0')} closeIcon={false}>
         <SheetHeader>
           <section className="flex-col border-b py-2 px-5">
             <div className="flex items-center gap-2 pb-3">
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 4371b7471..9cde6628d 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
@@ -9,6 +9,7 @@ import BaiduForm from '../form/baidu-form';
 import BeginForm from '../form/begin-form';
 import BingForm from '../form/bing-form';
 import CategorizeForm from '../form/categorize-form';
+import CodeForm from '../form/code-form';
 import CrawlerForm from '../form/crawler-form';
 import DeepLForm from '../form/deepl-form';
 import DuckDuckGoForm from '../form/duckduckgo-form';
@@ -130,6 +131,17 @@ export function useFormConfigMap() {
         language: z.string(),
       }),
     },
+    [Operator.Code]: {
+      component: CodeForm,
+      defaultValues: {
+        message_history_window_size: 6,
+      },
+      schema: z.object({
+        llm_id: z.string(),
+        message_history_window_size: z.number(),
+        language: z.string(),
+      }),
+    },
     [Operator.Baidu]: {
       component: BaiduForm,
       defaultValues: { top_n: 10 },
diff --git a/web/src/pages/agent/form/code-form/dynamic-input-variable.tsx b/web/src/pages/agent/form/code-form/dynamic-input-variable.tsx
new file mode 100644
index 000000000..8fc55c0be
--- /dev/null
+++ b/web/src/pages/agent/form/code-form/dynamic-input-variable.tsx
@@ -0,0 +1,66 @@
+import { RAGFlowNodeType } from '@/interfaces/database/flow';
+import { MinusCircleOutlined, PlusOutlined } from '@ant-design/icons';
+import { Button, Form, Input, Select } from 'antd';
+import { useTranslation } from 'react-i18next';
+import { useBuildComponentIdSelectOptions } from '../../hooks/use-get-begin-query';
+import { FormCollapse } from '../components/dynamic-input-variable';
+
+type DynamicInputVariableProps = {
+  name?: string;
+  node?: RAGFlowNodeType;
+};
+
+export const DynamicInputVariable = ({
+  name = 'arguments',
+  node,
+}: DynamicInputVariableProps) => {
+  const { t } = useTranslation();
+
+  const valueOptions = useBuildComponentIdSelectOptions(
+    node?.id,
+    node?.parentId,
+  );
+
+  return (
+    <FormCollapse title={t('flow.inputVariables')}>
+      <Form.List name={name}>
+        {(fields, { add, remove }) => (
+          <>
+            {fields.map(({ key, name, ...restField }) => (
+              <div key={key} className="flex items-center gap-2 pb-4">
+                <Form.Item
+                  {...restField}
+                  name={[name, 'name']}
+                  className="m-0 flex-1"
+                >
+                  <Input />
+                </Form.Item>
+                <Form.Item
+                  {...restField}
+                  name={[name, 'component_id']}
+                  className="m-0 flex-1"
+                >
+                  <Select
+                    placeholder={t('common.pleaseSelect')}
+                    options={valueOptions}
+                  ></Select>
+                </Form.Item>
+                <MinusCircleOutlined onClick={() => remove(name)} />
+              </div>
+            ))}
+            <Form.Item>
+              <Button
+                type="dashed"
+                onClick={() => add()}
+                block
+                icon={<PlusOutlined />}
+              >
+                {t('flow.addVariable')}
+              </Button>
+            </Form.Item>
+          </>
+        )}
+      </Form.List>
+    </FormCollapse>
+  );
+};
diff --git a/web/src/pages/agent/form/code-form/index.tsx b/web/src/pages/agent/form/code-form/index.tsx
new file mode 100644
index 000000000..e081b40c1
--- /dev/null
+++ b/web/src/pages/agent/form/code-form/index.tsx
@@ -0,0 +1,84 @@
+import Editor, { loader } from '@monaco-editor/react';
+import { INextOperatorForm } from '../../interface';
+import { DynamicInputVariable } from './dynamic-input-variable';
+
+import {
+  Form,
+  FormControl,
+  FormField,
+  FormItem,
+  FormLabel,
+  FormMessage,
+} from '@/components/ui/form';
+import { RAGFlowSelect } from '@/components/ui/select';
+import { ProgrammingLanguage } from '@/constants/agent';
+import { ICodeForm } from '@/interfaces/database/flow';
+import { useTranslation } from 'react-i18next';
+
+loader.config({ paths: { vs: '/vs' } });
+
+const options = [
+  ProgrammingLanguage.Python,
+  ProgrammingLanguage.Javascript,
+].map((x) => ({ value: x, label: x }));
+
+const CodeForm = ({ form, node }: INextOperatorForm) => {
+  const formData = node?.data.form as ICodeForm;
+  const { t } = useTranslation();
+
+  // useEffect(() => {
+  //   setTimeout(() => {
+  //     // TODO: Direct operation zustand is more elegant
+  //     form?.setFieldValue(
+  //       'script',
+  //       CodeTemplateStrMap[formData.lang as ProgrammingLanguage],
+  //     );
+  //   }, 0);
+  // }, [form, formData.lang]);
+
+  return (
+    <Form {...form}>
+      <DynamicInputVariable node={node}></DynamicInputVariable>
+      <FormField
+        control={form.control}
+        name="script"
+        render={({ field }) => (
+          <FormItem>
+            <FormLabel>
+              <FormField
+                control={form.control}
+                name="channel"
+                render={({ field }) => (
+                  <FormItem>
+                    <FormLabel tooltip={t('channelTip')}>
+                      {t('channel')}
+                    </FormLabel>
+                    <FormControl>
+                      <RAGFlowSelect {...field} options={options} />
+                    </FormControl>
+                    <FormMessage />
+                  </FormItem>
+                )}
+              />
+            </FormLabel>
+            <FormControl>
+              <Editor
+                height={600}
+                theme="vs-dark"
+                language={formData.lang}
+                options={{
+                  minimap: { enabled: false },
+                  automaticLayout: true,
+                }}
+                {...field}
+              />
+            </FormControl>
+            <FormMessage />
+          </FormItem>
+        )}
+      />
+    </Form>
+  );
+};
+
+export default CodeForm;
diff --git a/web/src/pages/agent/hooks.tsx b/web/src/pages/agent/hooks.tsx
index 969f386b4..5319434e5 100644
--- a/web/src/pages/agent/hooks.tsx
+++ b/web/src/pages/agent/hooks.tsx
@@ -40,6 +40,7 @@ import {
   initialBeginValues,
   initialBingValues,
   initialCategorizeValues,
+  initialCodeValues,
   initialConcentratorValues,
   initialCrawlerValues,
   initialDeepLValues,
@@ -141,6 +142,7 @@ export const useInitializeOperatorParams = () => {
       [Operator.Email]: initialEmailValues,
       [Operator.Iteration]: initialIterationValues,
       [Operator.IterationStart]: initialIterationValues,
+      [Operator.Code]: initialCodeValues,
     };
   }, [llmId]);