diff --git a/web/src/pages/agent/canvas/index.less b/web/src/pages/agent/canvas/index.less
index 0183d41b5..eebec6d0a 100644
--- a/web/src/pages/agent/canvas/index.less
+++ b/web/src/pages/agent/canvas/index.less
@@ -8,4 +8,7 @@
     border: 0;
     background-color: transparent;
   }
+  :global(.react-flow__node-group.selectable.selected) {
+    box-shadow: none;
+  }
 }
diff --git a/web/src/pages/agent/canvas/node/iteration-node.tsx b/web/src/pages/agent/canvas/node/iteration-node.tsx
index 99177c272..a11da33dc 100644
--- a/web/src/pages/agent/canvas/node/iteration-node.tsx
+++ b/web/src/pages/agent/canvas/node/iteration-node.tsx
@@ -8,7 +8,6 @@ import { memo } from 'react';
 import { NodeHandleId, Operator } from '../../constant';
 import OperatorIcon from '../../operator-icon';
 import { CommonHandle, LeftEndHandle } from './handle';
-import styles from './index.less';
 import NodeHeader from './node-header';
 import { NodeWrapper } from './node-wrapper';
 import { ResizeIcon, controlStyle } from './resize-icon';
@@ -23,9 +22,12 @@ export function InnerIterationNode({
   return (
     <ToolBar selected={selected} id={id} label={data.label} showRun={false}>
       <section
-        className={cn('h-full bg-transparent rounded-b-md group', {
-          [styles.selectedHeader]: selected,
-        })}
+        className={cn(
+          'h-full bg-transparent rounded-b-md group border border-border-button border-t-0',
+          {
+            ['border-x border-accent-primary']: selected,
+          },
+        )}
       >
         <NodeResizeControl style={controlStyle} minWidth={100} minHeight={50}>
           <ResizeIcon />
@@ -43,9 +45,9 @@ export function InnerIterationNode({
           name={data.name}
           label={data.label}
           wrapperClassName={cn(
-            'bg-background-header-bar p-2 rounded-t-[10px] absolute w-full top-[-44px] left-[-0.3px]',
+            'bg-background-header-bar p-2 rounded-t-[10px] absolute w-full top-[-38px] left-[-0.3px] border-x border-t border-border-button',
             {
-              [styles.selectedHeader]: selected,
+              ['border-x border-t border-accent-primary']: selected,
             },
           )}
         ></NodeHeader>
diff --git a/web/src/pages/agent/form/iteration-form/dynamic-variables.tsx b/web/src/pages/agent/form/iteration-form/dynamic-variables.tsx
new file mode 100644
index 000000000..62840d5a7
--- /dev/null
+++ b/web/src/pages/agent/form/iteration-form/dynamic-variables.tsx
@@ -0,0 +1,253 @@
+import { KeyInput } from '@/components/key-input';
+import { SelectWithSearch } from '@/components/originui/select-with-search';
+import { RAGFlowFormItem } from '@/components/ragflow-form';
+import { useIsDarkTheme } from '@/components/theme-provider';
+import { Button } from '@/components/ui/button';
+import { Input } from '@/components/ui/input';
+import { Label } from '@/components/ui/label';
+import { RadioGroup, RadioGroupItem } from '@/components/ui/radio-group';
+import { Separator } from '@/components/ui/separator';
+import { Textarea } from '@/components/ui/textarea';
+import { buildOptions } from '@/utils/form';
+import { Editor, loader } from '@monaco-editor/react';
+import * as RadioGroupPrimitive from '@radix-ui/react-radio-group';
+import { X } from 'lucide-react';
+import { ReactNode, useCallback } from 'react';
+import { useFieldArray, useFormContext } from 'react-hook-form';
+import { TypesWithArray } from '../../constant';
+import { buildConversationVariableSelectOptions } from '../../utils';
+import { DynamicFormHeader } from '../components/dynamic-fom-header';
+import { QueryVariable } from '../components/query-variable';
+
+loader.config({ paths: { vs: '/vs' } });
+
+enum InputMode {
+  Constant = 'constant',
+  Variable = 'variable',
+}
+
+const InputModeOptions = buildOptions(InputMode);
+
+type SelectKeysProps = {
+  name: string;
+  label: ReactNode;
+  tooltip?: string;
+  keyField?: string;
+  valueField?: string;
+  operatorField?: string;
+};
+
+type RadioGroupProps = React.ComponentProps<typeof RadioGroupPrimitive.Root>;
+
+type RadioButtonProps = Partial<
+  Omit<RadioGroupProps, 'onValueChange'> & {
+    onChange: RadioGroupProps['onValueChange'];
+  }
+>;
+
+function RadioButton({ value, onChange }: RadioButtonProps) {
+  return (
+    <RadioGroup
+      defaultValue="yes"
+      className="flex"
+      value={value}
+      onValueChange={onChange}
+    >
+      <div className="flex items-center gap-3">
+        <RadioGroupItem value="yes" id="r1" />
+        <Label htmlFor="r1">Yes</Label>
+      </div>
+      <div className="flex items-center gap-3">
+        <RadioGroupItem value="no" id="r2" />
+        <Label htmlFor="r2">No</Label>
+      </div>
+    </RadioGroup>
+  );
+}
+
+const VariableTypeOptions = buildConversationVariableSelectOptions();
+
+const modeField = 'mode';
+
+const ConstantValueMap = {
+  [TypesWithArray.Boolean]: 'yes',
+  [TypesWithArray.Number]: 0,
+  [TypesWithArray.String]: '',
+  [TypesWithArray.ArrayBoolean]: '[]',
+  [TypesWithArray.ArrayNumber]: '[]',
+  [TypesWithArray.ArrayString]: '[]',
+  [TypesWithArray.ArrayObject]: '[]',
+  [TypesWithArray.Object]: '{}',
+};
+
+export function DynamicVariables({
+  name,
+  label,
+  tooltip,
+  keyField = 'variable',
+  valueField = 'parameter',
+  operatorField = 'operator',
+}: SelectKeysProps) {
+  const form = useFormContext();
+  const isDarkTheme = useIsDarkTheme();
+
+  const { fields, remove, append } = useFieldArray({
+    name: name,
+    control: form.control,
+  });
+
+  const initializeValue = useCallback(
+    (mode: string, variableType: string, valueFieldAlias: string) => {
+      if (mode === InputMode.Variable) {
+        form.setValue(valueFieldAlias, '', { shouldDirty: true });
+      } else {
+        const val = ConstantValueMap[variableType as TypesWithArray];
+        form.setValue(valueFieldAlias, val, { shouldDirty: true });
+      }
+    },
+    [form],
+  );
+
+  const handleModeChange = useCallback(
+    (mode: string, valueFieldAlias: string, operatorFieldAlias: string) => {
+      const variableType = form.getValues(operatorFieldAlias);
+      initializeValue(mode, variableType, valueFieldAlias);
+      // if (mode === InputMode.Variable) {
+      //   form.setValue(valueFieldAlias, '');
+      // } else {
+      //   const val = ConstantValueMap[variableType as TypesWithArray];
+      //   form.setValue(valueFieldAlias, val);
+      // }
+    },
+    [form, initializeValue],
+  );
+
+  const handleVariableTypeChange = useCallback(
+    (variableType: string, valueFieldAlias: string, modeFieldAlias: string) => {
+      const mode = form.getValues(modeFieldAlias);
+
+      initializeValue(mode, variableType, valueFieldAlias);
+    },
+    [form, initializeValue],
+  );
+
+  const renderParameter = useCallback(
+    (operatorFieldName: string, modeFieldName: string) => {
+      const mode = form.getValues(modeFieldName);
+      const logicalOperator = form.getValues(operatorFieldName);
+
+      if (mode === InputMode.Constant) {
+        if (logicalOperator === TypesWithArray.Boolean) {
+          return <RadioButton></RadioButton>;
+        }
+
+        if (logicalOperator === TypesWithArray.Number) {
+          return <Input className="w-full" type="number"></Input>;
+        }
+
+        if (logicalOperator === TypesWithArray.String) {
+          return <Textarea></Textarea>;
+        }
+
+        return (
+          <Editor
+            height={300}
+            theme={isDarkTheme ? 'vs-dark' : 'vs'}
+            language={'json'}
+            options={{
+              minimap: { enabled: false },
+              automaticLayout: true,
+            }}
+          />
+        );
+      }
+
+      return (
+        <QueryVariable
+          types={[logicalOperator]}
+          hideLabel
+          pureQuery
+        ></QueryVariable>
+      );
+    },
+    [form, isDarkTheme],
+  );
+
+  return (
+    <section className="space-y-2">
+      <DynamicFormHeader
+        label={label}
+        tooltip={tooltip}
+        onClick={() =>
+          append({
+            [keyField]: '',
+            [valueField]: '',
+            [modeField]: InputMode.Constant,
+            [operatorField]: TypesWithArray.String,
+          })
+        }
+      ></DynamicFormHeader>
+      <div className="space-y-5">
+        {fields.map((field, index) => {
+          const keyFieldAlias = `${name}.${index}.${keyField}`;
+          const valueFieldAlias = `${name}.${index}.${valueField}`;
+          const operatorFieldAlias = `${name}.${index}.${operatorField}`;
+          const modeFieldAlias = `${name}.${index}.${modeField}`;
+
+          return (
+            <section key={field.id} className="flex gap-2">
+              <div className="flex-1 space-y-3 min-w-0">
+                <div className="flex items-center">
+                  <RAGFlowFormItem name={keyFieldAlias} className="flex-1 ">
+                    <KeyInput></KeyInput>
+                  </RAGFlowFormItem>
+                  <Separator className="w-2" />
+                  <RAGFlowFormItem name={operatorFieldAlias} className="flex-1">
+                    {(field) => (
+                      <SelectWithSearch
+                        value={field.value}
+                        onChange={(val) => {
+                          handleVariableTypeChange(
+                            val,
+                            valueFieldAlias,
+                            modeFieldAlias,
+                          );
+                          field.onChange(val);
+                        }}
+                        options={VariableTypeOptions}
+                      ></SelectWithSearch>
+                    )}
+                  </RAGFlowFormItem>
+                  <Separator className="w-2" />
+                  <RAGFlowFormItem name={modeFieldAlias} className="flex-1">
+                    {(field) => (
+                      <SelectWithSearch
+                        value={field.value}
+                        onChange={(val) => {
+                          handleModeChange(
+                            val,
+                            valueFieldAlias,
+                            operatorFieldAlias,
+                          );
+                          field.onChange(val);
+                        }}
+                        options={InputModeOptions}
+                      ></SelectWithSearch>
+                    )}
+                  </RAGFlowFormItem>
+                </div>
+                <RAGFlowFormItem name={valueFieldAlias} className="w-full">
+                  {renderParameter(operatorFieldAlias, modeFieldAlias)}
+                </RAGFlowFormItem>
+              </div>
+
+              <Button variant={'ghost'} onClick={() => remove(index)}>
+                <X />
+              </Button>
+            </section>
+          );
+        })}
+      </div>
+    </section>
+  );
+}
diff --git a/web/src/pages/agent/form/iteration-form/index.tsx b/web/src/pages/agent/form/iteration-form/index.tsx
index 6132b7f5e..c528fa720 100644
--- a/web/src/pages/agent/form/iteration-form/index.tsx
+++ b/web/src/pages/agent/form/iteration-form/index.tsx
@@ -1,4 +1,3 @@
-import { FormContainer } from '@/components/form-container';
 import { Form } from '@/components/ui/form';
 import { zodResolver } from '@hookform/resolvers/zod';
 import { memo, useMemo } from 'react';
@@ -10,12 +9,21 @@ import { FormWrapper } from '../components/form-wrapper';
 import { Output } from '../components/output';
 import { QueryVariable } from '../components/query-variable';
 import { DynamicOutput } from './dynamic-output';
+import { DynamicVariables } from './dynamic-variables';
 import { OutputArray } from './interface';
 import { useValues } from './use-values';
 import { useWatchFormChange } from './use-watch-form-change';
 
 const FormSchema = z.object({
   query: z.string().optional(),
+  variables: z.array(
+    z.object({
+      variable: z.string().optional(),
+      operator: z.string().optional(),
+      parameter: z.string().or(z.number()).or(z.boolean()).optional(),
+      mode: z.string(),
+    }),
+  ),
   outputs: z.array(z.object({ name: z.string(), value: z.any() })).optional(),
 });
 
@@ -41,12 +49,11 @@ function IterationForm({ node }: INextOperatorForm) {
   return (
     <Form {...form}>
       <FormWrapper>
-        <FormContainer>
-          <QueryVariable
-            name="items_ref"
-            types={ArrayFields as any[]}
-          ></QueryVariable>
-        </FormContainer>
+        <QueryVariable
+          name="items_ref"
+          types={ArrayFields as any[]}
+        ></QueryVariable>
+        <DynamicVariables name="variables" label="Variables"></DynamicVariables>
         <DynamicOutput node={node}></DynamicOutput>
         <Output list={outputList}></Output>
       </FormWrapper>
diff --git a/web/src/pages/agent/form/iteration-form/use-build-logical-options.ts b/web/src/pages/agent/form/iteration-form/use-build-logical-options.ts
new file mode 100644
index 000000000..a7f960e98
--- /dev/null
+++ b/web/src/pages/agent/form/iteration-form/use-build-logical-options.ts
@@ -0,0 +1,59 @@
+import { buildOptions } from '@/utils/form';
+import { camelCase } from 'lodash';
+import { useCallback } from 'react';
+import { useTranslation } from 'react-i18next';
+import {
+  JsonSchemaDataType,
+  VariableAssignerLogicalArrayOperator,
+  VariableAssignerLogicalNumberOperator,
+  VariableAssignerLogicalNumberOperatorLabelMap,
+  VariableAssignerLogicalOperator,
+} from '../../constant';
+
+export function useBuildLogicalOptions() {
+  const { t } = useTranslation();
+
+  const buildVariableAssignerLogicalOptions = useCallback(
+    (record: Record<string, any>) => {
+      return buildOptions(
+        record,
+        t,
+        'flow.variableAssignerLogicalOperatorOptions',
+        true,
+      );
+    },
+    [t],
+  );
+
+  const buildLogicalOptions = useCallback(
+    (type: string) => {
+      if (
+        type?.toLowerCase().startsWith(JsonSchemaDataType.Array.toLowerCase())
+      ) {
+        return buildVariableAssignerLogicalOptions(
+          VariableAssignerLogicalArrayOperator,
+        );
+      }
+
+      if (type === JsonSchemaDataType.Number) {
+        return Object.values(VariableAssignerLogicalNumberOperator).map(
+          (val) => ({
+            label: t(
+              `flow.variableAssignerLogicalOperatorOptions.${camelCase(VariableAssignerLogicalNumberOperatorLabelMap[val as keyof typeof VariableAssignerLogicalNumberOperatorLabelMap] || val)}`,
+            ),
+            value: val,
+          }),
+        );
+      }
+
+      return buildVariableAssignerLogicalOptions(
+        VariableAssignerLogicalOperator,
+      );
+    },
+    [buildVariableAssignerLogicalOptions, t],
+  );
+
+  return {
+    buildLogicalOptions,
+  };
+}
diff --git a/web/src/pages/agent/gobal-variable-sheet/constant.ts b/web/src/pages/agent/gobal-variable-sheet/constant.ts
index 72a7d6342..935540c15 100644
--- a/web/src/pages/agent/gobal-variable-sheet/constant.ts
+++ b/web/src/pages/agent/gobal-variable-sheet/constant.ts
@@ -1,7 +1,7 @@
 import { FormFieldConfig, FormFieldType } from '@/components/dynamic-form';
-import { buildSelectOptions } from '@/utils/component-util';
 import { t } from 'i18next';
 import { TypesWithArray } from '../constant';
+import { buildConversationVariableSelectOptions } from '../utils';
 export { TypesWithArray } from '../constant';
 // const TypesWithoutArray = Object.values(JsonSchemaDataType).filter(
 //   (item) => item !== JsonSchemaDataType.Array,
@@ -29,7 +29,7 @@ export const GlobalFormFields = [
     placeholder: '',
     required: true,
     type: FormFieldType.Select,
-    options: buildSelectOptions(Object.values(TypesWithArray)),
+    options: buildConversationVariableSelectOptions(),
   },
   {
     label: t('flow.defaultValue'),
diff --git a/web/src/pages/agent/utils.ts b/web/src/pages/agent/utils.ts
index f4e4a4b1d..6ae2935b4 100644
--- a/web/src/pages/agent/utils.ts
+++ b/web/src/pages/agent/utils.ts
@@ -7,6 +7,7 @@ import {
   ICategorizeItemResult,
 } from '@/interfaces/database/agent';
 import { DSLComponents, RAGFlowNodeType } from '@/interfaces/database/flow';
+import { buildSelectOptions } from '@/utils/component-util';
 import { removeUselessFieldsFromValues } from '@/utils/form';
 import { Edge, Node, XYPosition } from '@xyflow/react';
 import { FormInstance, FormListFieldData } from 'antd';
@@ -30,6 +31,7 @@ import {
   NoDebugOperatorsList,
   NodeHandleId,
   Operator,
+  TypesWithArray,
 } from './constant';
 import { DataOperationsFormSchemaType } from './form/data-operations-form';
 import { ExtractorFormSchemaType } from './form/extractor-form';
@@ -766,3 +768,7 @@ export function buildBeginQueryWithObject(
 export function getArrayElementType(type: string) {
   return typeof type === 'string' ? type.match(/<([^>]+)>/)?.at(1) ?? '' : '';
 }
+
+export function buildConversationVariableSelectOptions() {
+  return buildSelectOptions(Object.values(TypesWithArray));
+}