diff --git a/web/app/components/workflow/nodes/_base/components/before-run-form/index.tsx b/web/app/components/workflow/nodes/_base/components/before-run-form/index.tsx
index 94a8b45129..d2b9a519b5 100644
--- a/web/app/components/workflow/nodes/_base/components/before-run-form/index.tsx
+++ b/web/app/components/workflow/nodes/_base/components/before-run-form/index.tsx
@@ -21,7 +21,7 @@ import type { BlockEnum } from '@/app/components/workflow/types'
 import type { Emoji } from '@/app/components/tools/types'
 import type { SpecialResultPanelProps } from '@/app/components/workflow/run/special-result-panel'
 import SpecialResultPanel from '@/app/components/workflow/run/special-result-panel'
-
+// import { useWhyDidYouUpdate } from 'ahooks'
 const i18nPrefix = 'workflow.singleRun'
 
 export type BeforeRunFormProps = {
@@ -77,9 +77,13 @@ const BeforeRunForm: FC<BeforeRunFormProps> = ({
 }) => {
   const { t } = useTranslation()
 
+  // useWhyDidYouUpdate('BeforeRunForm', { nodeName, nodeType, toolIcon, onHide, onRun, onStop, runningStatus, result, forms, showSpecialResultPanel, filteredExistVarForms, existVarValuesInForms, ...restResultPanelParams })
+
   const isFinished = runningStatus === NodeRunningStatus.Succeeded || runningStatus === NodeRunningStatus.Failed || runningStatus === NodeRunningStatus.Exception
   const isRunning = runningStatus === NodeRunningStatus.Running
   const isFileLoaded = (() => {
+    if (!forms || forms.length === 0)
+      return true
     // system files
     const filesForm = forms.find(item => !!item.values['#files#'])
     if (!filesForm)
diff --git a/web/app/components/workflow/nodes/_base/components/workflow-panel/index.tsx b/web/app/components/workflow/nodes/_base/components/workflow-panel/index.tsx
index b6083ae68c..6b57da3d6d 100644
--- a/web/app/components/workflow/nodes/_base/components/workflow-panel/index.tsx
+++ b/web/app/components/workflow/nodes/_base/components/workflow-panel/index.tsx
@@ -147,11 +147,9 @@ const BasePanel: FC<BasePanelProps> = ({
     runResult,
     getInputVars,
     toVarInputs,
-    childPanelRef,
     tabType,
     setTabType,
     singleRunParams,
-    setSingleRunParams,
     setRunInputData,
     hasLastRunData,
     handleRun,
@@ -163,6 +161,35 @@ const BasePanel: FC<BasePanelProps> = ({
     defaultRunInputData: NODES_EXTRA_DATA[data.type]?.defaultRunInputData || {},
   })
 
+  if (isShowSingleRun) {
+    return (
+      <div className={cn(
+        'relative mr-1  h-full',
+      )}>
+        <div
+          ref={containerRef}
+          className={cn('flex h-full flex-col rounded-2xl border-[0.5px] border-components-panel-border bg-components-panel-bg shadow-lg', showSingleRunPanel ? 'overflow-hidden' : 'overflow-y-auto')}
+          style={{
+            width: `${nodePanelWidth}px`,
+          }}
+        >
+          <BeforeRunForm
+            nodeName={data.title}
+            nodeType={data.type}
+            onHide={hideSingleRun}
+            runningStatus={runningStatus}
+            onRun={handleRun}
+            onStop={handleStop}
+            {...singleRunParams!}
+            existVarValuesInForms={getExistVarValuesInForms(singleRunParams?.forms as any)}
+            filteredExistVarForms={getFilteredExistVarForms(singleRunParams?.forms as any)}
+            result={<></>}
+          />
+        </div>
+      </div>
+    )
+  }
+
   return (
     <div className={cn(
       'relative mr-1  h-full',
@@ -202,14 +229,8 @@ const BasePanel: FC<BasePanelProps> = ({
                     <div
                       className='mr-1 flex h-6 w-6 cursor-pointer items-center justify-center rounded-md hover:bg-state-base-hover'
                       onClick={() => {
-                        if (!childPanelRef.current?.singleRunParams) {
-                          // handleNodeDataUpdate({ id, data: { _isSingleRun: true } })
-                          console.error('childPanelRef is not set')
-                          return
-                        }
-                        const filteredExistVarForms = getFilteredExistVarForms(childPanelRef.current?.singleRunParams.forms)
+                        const filteredExistVarForms = getFilteredExistVarForms(singleRunParams.forms)
                         if (filteredExistVarForms.length > 0) {
-                          setSingleRunParams(childPanelRef.current?.singleRunParams)
                           showSingleRun()
                         }
                         else {
@@ -266,7 +287,6 @@ const BasePanel: FC<BasePanelProps> = ({
                   runResult,
                   runInputDataRef,
                 },
-                ref: childPanelRef,
               })}
             </div>
             <Split />
@@ -305,23 +325,6 @@ const BasePanel: FC<BasePanelProps> = ({
         {tabType === TabType.lastRun && (
           <LastRun appId={appDetail?.id || ''} nodeId={id} runningStatus={runningStatus} />
         )}
-
-        {
-          isShowSingleRun && (
-            <BeforeRunForm
-              nodeName={data.title}
-              nodeType={data.type}
-              onHide={hideSingleRun}
-              runningStatus={runningStatus}
-              onRun={handleRun}
-              onStop={handleStop}
-              {...singleRunParams!}
-              existVarValuesInForms={getExistVarValuesInForms(singleRunParams?.forms as any)}
-              filteredExistVarForms={getFilteredExistVarForms(singleRunParams?.forms as any)}
-              result={<></>}
-            />
-          )
-        }
       </div>
     </div>
   )
diff --git a/web/app/components/workflow/nodes/_base/components/workflow-panel/last-run/use-last-run.ts b/web/app/components/workflow/nodes/_base/components/workflow-panel/last-run/use-last-run.ts
index cb69155a9e..1c8a7a3d36 100644
--- a/web/app/components/workflow/nodes/_base/components/workflow-panel/last-run/use-last-run.ts
+++ b/web/app/components/workflow/nodes/_base/components/workflow-panel/last-run/use-last-run.ts
@@ -1,33 +1,72 @@
 import useOneStepRun from '@/app/components/workflow/nodes/_base/hooks/use-one-step-run'
 import type { Params as OneStepRunParams } from '@/app/components/workflow/nodes/_base/hooks/use-one-step-run'
-import { useCallback, useRef, useState } from 'react'
-import type { PanelExposedType } from '@/types/workflow'
+import { useCallback, useState } from 'react'
 import { TabType } from '../tab'
-import { sleep } from '@/utils'
 import { useWorkflowStore } from '@/app/components/workflow/store'
 import type { Props as FormProps } from '@/app/components/workflow/nodes/_base/components/before-run-form/form'
+import useLLMSingleRunFormParams from '@/app/components/workflow/nodes/llm/use-single-run-form-params'
+import { BlockEnum } from '@/app/components/workflow/types'
+
+const singleRunFormParamsHooks: Record<BlockEnum, any> = {
+  [BlockEnum.LLM]: useLLMSingleRunFormParams,
+  [BlockEnum.Start]: undefined,
+  [BlockEnum.End]: undefined,
+  [BlockEnum.Answer]: undefined,
+  [BlockEnum.KnowledgeRetrieval]: undefined,
+  [BlockEnum.QuestionClassifier]: undefined,
+  [BlockEnum.IfElse]: undefined,
+  [BlockEnum.Code]: undefined,
+  [BlockEnum.TemplateTransform]: undefined,
+  [BlockEnum.HttpRequest]: undefined,
+  [BlockEnum.VariableAssigner]: undefined,
+  [BlockEnum.VariableAggregator]: undefined,
+  [BlockEnum.Tool]: undefined,
+  [BlockEnum.ParameterExtractor]: undefined,
+  [BlockEnum.Iteration]: undefined,
+  [BlockEnum.DocExtractor]: undefined,
+  [BlockEnum.ListFilter]: undefined,
+  [BlockEnum.IterationStart]: undefined,
+  [BlockEnum.Assigner]: undefined,
+  [BlockEnum.Agent]: undefined,
+  [BlockEnum.Loop]: undefined,
+  [BlockEnum.LoopStart]: undefined,
+  [BlockEnum.LoopEnd]: undefined,
+}
+
+const useSingleRunFormParamsHooks = (nodeType: BlockEnum) => {
+  return (params: any) => {
+    return singleRunFormParamsHooks[nodeType]?.(params) || {}
+  }
+}
 
 type Params<T> = OneStepRunParams<T>
 const useLastRun = <T>({
   ...oneStepRunParams
 }: Params<T>) => {
-  const childPanelRef = useRef<PanelExposedType>(null)
-
+  const {
+    id,
+    data,
+  } = oneStepRunParams
   const oneStepRunRes = useOneStepRun(oneStepRunParams)
   const {
     hideSingleRun,
     handleRun: callRunApi,
-    setRunInputData: doSetRunInputData,
+    getInputVars,
+    toVarInputs,
+    runInputData,
+    runInputDataRef,
+    setRunInputData,
   } = oneStepRunRes
 
-  const [singleRunParams, setSingleRunParams] = useState<PanelExposedType['singleRunParams'] | undefined>(undefined)
-
-  const setRunInputData = useCallback(async (data: Record<string, any>) => {
-    doSetRunInputData(data)
-    // console.log(childPanelRef.current?.singleRunParams)
-    await sleep(0) // wait for childPanelRef.current?.singleRunParams refresh
-    setSingleRunParams(childPanelRef.current?.singleRunParams)
-  }, [doSetRunInputData])
+  const singleRunParams = useSingleRunFormParamsHooks(data.type)({
+    id,
+    payload: data,
+    runInputData,
+    runInputDataRef,
+    getInputVars,
+    setRunInputData,
+    toVarInputs,
+  })
 
   const [tabType, setTabType] = useState<TabType>(TabType.settings)
   const handleRun = async (data: Record<string, any>) => {
@@ -46,6 +85,9 @@ const useLastRun = <T>({
     getInspectVar,
   } = workflowStore.getState()
   const getExistVarValuesInForms = (forms: FormProps[]) => {
+    if (!forms || forms.length === 0)
+      return []
+
     // if (!singleRunParams)
     const valuesArr = forms.map((form) => {
       const values: Record<string, any> = {}
@@ -83,6 +125,8 @@ const useLastRun = <T>({
   }
 
   const getFilteredExistVarForms = (forms: FormProps[]) => {
+    if (!forms || forms.length === 0)
+      return []
     const existVarValuesInForms = getExistVarValuesInForms(forms)
 
     const res = forms.map((form, i) => {
@@ -99,11 +143,9 @@ const useLastRun = <T>({
 
   return {
     ...oneStepRunRes,
-    childPanelRef,
     tabType,
     setTabType: handleTabClicked,
     singleRunParams,
-    setSingleRunParams,
     setRunInputData,
     hasLastRunData,
     handleRun,
diff --git a/web/app/components/workflow/nodes/llm/panel.tsx b/web/app/components/workflow/nodes/llm/panel.tsx
index b27b8cc200..c8be3d0ab7 100644
--- a/web/app/components/workflow/nodes/llm/panel.tsx
+++ b/web/app/components/workflow/nodes/llm/panel.tsx
@@ -1,10 +1,10 @@
-import React, { forwardRef, useCallback, useImperativeHandle } from 'react'
+import type { FC } from 'react'
+import React, { useCallback } from 'react'
 import { useTranslation } from 'react-i18next'
 import MemoryConfig from '../_base/components/memory-config'
 import VarReferencePicker from '../_base/components/variable/var-reference-picker'
 import ConfigVision from '../_base/components/config-vision'
 import useConfig from './use-config'
-import { findVariableWhenOnLLMVision } from '../utils'
 import type { LLMNodeType } from './types'
 import ConfigPrompt from './components/config-prompt'
 import VarList from '@/app/components/workflow/nodes/_base/components/variable/var-list'
@@ -13,22 +13,19 @@ import Field from '@/app/components/workflow/nodes/_base/components/field'
 import Split from '@/app/components/workflow/nodes/_base/components/split'
 import ModelParameterModal from '@/app/components/header/account-setting/model-provider-page/model-parameter-modal'
 import OutputVars, { VarItem } from '@/app/components/workflow/nodes/_base/components/output-vars'
-import { InputVarType, type NodePanelProps } from '@/app/components/workflow/types'
-import type { Props as FormProps } from '@/app/components/workflow/nodes/_base/components/before-run-form/form'
+import type { NodePanelProps } from '@/app/components/workflow/types'
 import Tooltip from '@/app/components/base/tooltip'
 import Editor from '@/app/components/workflow/nodes/_base/components/prompt/editor'
 import StructureOutput from './components/structure-output'
 import Switch from '@/app/components/base/switch'
 import { RiAlertFill, RiQuestionLine } from '@remixicon/react'
-import type { PanelExposedType } from '@/types/workflow'
 
 const i18nPrefix = 'workflow.nodes.llm'
 
-const Panel = forwardRef<PanelExposedType, NodePanelProps<LLMNodeType>>(({
+const Panel: FC<NodePanelProps<LLMNodeType>> = ({
   id,
   data,
-  panelProps,
-}, ref) => {
+}) => {
   const { t } = useTranslation()
   const {
     readOnly,
@@ -56,74 +53,16 @@ const Panel = forwardRef<PanelExposedType, NodePanelProps<LLMNodeType>>(({
     handleMemoryChange,
     handleVisionResolutionEnabledChange,
     handleVisionResolutionChange,
-    inputVarValues,
-    setInputVarValues,
-    visionFiles,
-    setVisionFiles,
-    contexts,
-    setContexts,
     isModelSupportStructuredOutput,
     structuredOutputCollapsed,
     setStructuredOutputCollapsed,
     handleStructureOutputEnableChange,
     handleStructureOutputChange,
-    varInputs,
     filterJinjia2InputVar,
-  } = useConfig(id, data, panelProps)
+  } = useConfig(id, data)
 
   const model = inputs.model
 
-  const singleRunForms = (() => {
-    const forms: FormProps[] = []
-
-    if (varInputs.length > 0) {
-      forms.push(
-        {
-          label: t(`${i18nPrefix}.singleRun.variable`)!,
-          inputs: varInputs,
-          values: inputVarValues,
-          onChange: setInputVarValues,
-        },
-      )
-    }
-
-    if (inputs.context?.variable_selector && inputs.context?.variable_selector.length > 0) {
-      forms.push(
-        {
-          label: t(`${i18nPrefix}.context`)!,
-          inputs: [{
-            label: '',
-            variable: '#context#',
-            type: InputVarType.contexts,
-            required: false,
-          }],
-          values: { '#context#': contexts },
-          onChange: keyValue => setContexts(keyValue['#context#']),
-        },
-      )
-    }
-
-    if (isVisionModel && data.vision?.enabled && data.vision?.configs?.variable_selector) {
-      const currentVariable = findVariableWhenOnLLMVision(data.vision.configs.variable_selector, availableVars)
-
-      forms.push(
-        {
-          label: t(`${i18nPrefix}.vision`)!,
-          inputs: [{
-            label: currentVariable?.variable as any,
-            variable: '#files#',
-            type: currentVariable?.formType as any,
-            required: false,
-          }],
-          values: { '#files#': visionFiles },
-          onChange: keyValue => setVisionFiles((keyValue as any)['#files#']),
-        },
-      )
-    }
-
-    return forms
-  })()
-
   const handleModelChange = useCallback((model: {
     provider: string
     modelId: string
@@ -134,12 +73,6 @@ const Panel = forwardRef<PanelExposedType, NodePanelProps<LLMNodeType>>(({
     // eslint-disable-next-line react-hooks/exhaustive-deps
   }, [])
 
-  useImperativeHandle(ref, () => ({
-    singleRunParams: {
-      forms: singleRunForms,
-    },
-  }))
-
   return (
     <div className='mt-2'>
       <div className='space-y-4 px-4 pb-4'>
@@ -343,6 +276,6 @@ const Panel = forwardRef<PanelExposedType, NodePanelProps<LLMNodeType>>(({
       </OutputVars>
     </div>
   )
-})
+}
 
 export default React.memo(Panel)
diff --git a/web/app/components/workflow/nodes/llm/use-config.ts b/web/app/components/workflow/nodes/llm/use-config.ts
index f6288b18d7..3bb9b29437 100644
--- a/web/app/components/workflow/nodes/llm/use-config.ts
+++ b/web/app/components/workflow/nodes/llm/use-config.ts
@@ -17,16 +17,9 @@ import {
 } from '@/app/components/header/account-setting/model-provider-page/declarations'
 import useNodeCrud from '@/app/components/workflow/nodes/_base/hooks/use-node-crud'
 import { checkHasContextBlock, checkHasHistoryBlock, checkHasQueryBlock } from '@/app/components/base/prompt-editor/constants'
-import type { PanelProps } from '@/types/workflow'
 import useInspectVarsCrud from '@/app/components/workflow/hooks/use-inspect-vars-crud'
 
-const useConfig = (id: string, payload: LLMNodeType, panelProps?: PanelProps) => {
-  const getVarInputs = panelProps?.getInputVars
-  const toVarInputs = panelProps?.toVarInputs
-  const runInputData = panelProps?.runInputData || {}
-  const runInputDataRef = panelProps?.runInputDataRef || { current: {} }
-  const setRunInputData = panelProps?.setRunInputData
-
+const useConfig = (id: string, payload: LLMNodeType) => {
   const { nodesReadOnly: readOnly } = useNodesReadOnly()
   const isChatMode = useIsChatMode()
 
@@ -332,59 +325,6 @@ const useConfig = (id: string, payload: LLMNodeType, panelProps?: PanelProps) =>
     filterVar: filterMemoryPromptVar,
   })
 
-  const inputVarValues = (() => {
-    const vars: Record<string, any> = {}
-    Object.keys(runInputData)
-      .filter(key => !['#context#', '#files#'].includes(key))
-      .forEach((key) => {
-        vars[key] = runInputData[key]
-      })
-    return vars
-  })()
-
-  const setInputVarValues = useCallback((newPayload: Record<string, any>) => {
-    const newVars = {
-      ...newPayload,
-      '#context#': runInputDataRef.current['#context#'],
-      '#files#': runInputDataRef.current['#files#'],
-    }
-    setRunInputData?.(newVars)
-  }, [runInputDataRef, setRunInputData])
-
-  const contexts = runInputData['#context#']
-  const setContexts = useCallback((newContexts: string[]) => {
-    setRunInputData?.({
-      ...runInputDataRef.current,
-      '#context#': newContexts,
-    })
-  }, [runInputDataRef, setRunInputData])
-
-  const visionFiles = runInputData['#files#']
-  const setVisionFiles = useCallback((newFiles: any[]) => {
-    setRunInputData?.({
-      ...runInputDataRef.current,
-      '#files#': newFiles,
-    })
-  }, [runInputDataRef, setRunInputData])
-
-  const allVarStrArr = (() => {
-    const arr = isChatModel ? (inputs.prompt_template as PromptItem[]).filter(item => item.edition_type !== EditionType.jinja2).map(item => item.text) : [(inputs.prompt_template as PromptItem).text]
-    if (isChatMode && isChatModel && !!inputs.memory) {
-      arr.push('{{#sys.query#}}')
-      arr.push(inputs.memory.query_prompt_template)
-    }
-
-    return arr
-  })()
-
-  const varInputs = (() => {
-    const vars = getVarInputs?.(allVarStrArr) || []
-    if (isShowVars)
-      return [...vars, ...(toVarInputs ? (toVarInputs(inputs.prompt_config?.jinja2_variables || [])) : [])]
-
-    return vars
-  })()
-
   return {
     readOnly,
     isChatMode,
@@ -411,13 +351,6 @@ const useConfig = (id: string, payload: LLMNodeType, panelProps?: PanelProps) =>
     handleSyeQueryChange,
     handleVisionResolutionEnabledChange,
     handleVisionResolutionChange,
-    inputVarValues,
-    setInputVarValues,
-    visionFiles,
-    setVisionFiles,
-    contexts,
-    setContexts,
-    varInputs,
     isModelSupportStructuredOutput,
     handleStructureOutputChange,
     structuredOutputCollapsed,
diff --git a/web/app/components/workflow/nodes/llm/use-single-run-form-params.ts b/web/app/components/workflow/nodes/llm/use-single-run-form-params.ts
new file mode 100644
index 0000000000..8e6aa005da
--- /dev/null
+++ b/web/app/components/workflow/nodes/llm/use-single-run-form-params.ts
@@ -0,0 +1,175 @@
+import type { MutableRefObject } from 'react'
+import { useTranslation } from 'react-i18next'
+import type { Props as FormProps } from '@/app/components/workflow/nodes/_base/components/before-run-form/form'
+import type { InputVar, PromptItem, Var, Variable } from '@/app/components/workflow/types'
+import { InputVarType, VarType } from '@/app/components/workflow/types'
+import type { LLMNodeType } from './types'
+import { EditionType } from '../../types'
+import useNodeCrud from '../_base/hooks/use-node-crud'
+import { useIsChatMode } from '../../hooks'
+import { useCallback } from 'react'
+import useConfigVision from '../../hooks/use-config-vision'
+import { noop } from 'lodash-es'
+import { findVariableWhenOnLLMVision } from '../utils'
+import useAvailableVarList from '../_base/hooks/use-available-var-list'
+
+const i18nPrefix = 'workflow.nodes.llm'
+type Params = {
+  id: string,
+  payload: LLMNodeType,
+  runInputData: Record<string, any>
+  runInputDataRef: MutableRefObject<Record<string, any>>
+  getInputVars: (textList: string[]) => InputVar[]
+  setRunInputData: (data: Record<string, any>) => void
+  toVarInputs: (variables: Variable[]) => InputVar[]
+}
+const useSingleRunFormParams = ({
+  id,
+  payload,
+  runInputData,
+  runInputDataRef,
+  getInputVars,
+  setRunInputData,
+  toVarInputs,
+}: Params) => {
+  const { t } = useTranslation()
+  const { inputs } = useNodeCrud<LLMNodeType>(id, payload)
+  const getVarInputs = getInputVars
+  const isChatMode = useIsChatMode()
+
+  const contexts = runInputData['#context#']
+  const setContexts = useCallback((newContexts: string[]) => {
+    setRunInputData?.({
+      ...runInputDataRef.current,
+      '#context#': newContexts,
+    })
+  }, [runInputDataRef, setRunInputData])
+
+  const visionFiles = runInputData['#files#']
+  const setVisionFiles = useCallback((newFiles: any[]) => {
+    setRunInputData?.({
+      ...runInputDataRef.current,
+      '#files#': newFiles,
+    })
+  }, [runInputDataRef, setRunInputData])
+
+  // model
+  const model = inputs.model
+  const modelMode = inputs.model?.mode
+  const isChatModel = modelMode === 'chat'
+  const {
+    isVisionModel,
+  } = useConfigVision(model, {
+    payload: inputs.vision,
+    onChange: noop,
+  })
+
+  const isShowVars = (() => {
+    if (isChatModel)
+      return (inputs.prompt_template as PromptItem[]).some(item => item.edition_type === EditionType.jinja2)
+
+    return (inputs.prompt_template as PromptItem).edition_type === EditionType.jinja2
+  })()
+
+  const filterMemoryPromptVar = useCallback((varPayload: Var) => {
+    return [VarType.arrayObject, VarType.array, VarType.number, VarType.string, VarType.secret, VarType.arrayString, VarType.arrayNumber, VarType.file, VarType.arrayFile].includes(varPayload.type)
+  }, [])
+
+  const {
+    availableVars,
+  } = useAvailableVarList(id, {
+    onlyLeafNodeVar: false,
+    filterVar: filterMemoryPromptVar,
+  })
+
+  const allVarStrArr = (() => {
+    const arr = isChatModel ? (inputs.prompt_template as PromptItem[]).filter(item => item.edition_type !== EditionType.jinja2).map(item => item.text) : [(inputs.prompt_template as PromptItem).text]
+    if (isChatMode && isChatModel && !!inputs.memory) {
+      arr.push('{{#sys.query#}}')
+      arr.push(inputs.memory.query_prompt_template)
+    }
+
+    return arr
+  })()
+  const varInputs = (() => {
+    const vars = getVarInputs(allVarStrArr) || []
+    if (isShowVars)
+      return [...vars, ...(toVarInputs ? (toVarInputs(inputs.prompt_config?.jinja2_variables || [])) : [])]
+
+    return vars
+  })()
+
+  const inputVarValues = (() => {
+    const vars: Record<string, any> = {}
+    Object.keys(runInputData)
+      .filter(key => !['#context#', '#files#'].includes(key))
+      .forEach((key) => {
+        vars[key] = runInputData[key]
+      })
+    return vars
+  })()
+
+  const setInputVarValues = useCallback((newPayload: Record<string, any>) => {
+    const newVars = {
+      ...newPayload,
+      '#context#': runInputDataRef.current['#context#'],
+      '#files#': runInputDataRef.current['#files#'],
+    }
+    setRunInputData?.(newVars)
+  }, [runInputDataRef, setRunInputData])
+
+  const forms = (() => {
+    const forms: FormProps[] = []
+
+    if (varInputs.length > 0) {
+      forms.push(
+        {
+          label: t(`${i18nPrefix}.singleRun.variable`)!,
+          inputs: varInputs,
+          values: inputVarValues,
+          onChange: setInputVarValues,
+        },
+      )
+    }
+
+    if (inputs.context?.variable_selector && inputs.context?.variable_selector.length > 0) {
+      forms.push(
+        {
+          label: t(`${i18nPrefix}.context`)!,
+          inputs: [{
+            label: '',
+            variable: '#context#',
+            type: InputVarType.contexts,
+            required: false,
+          }],
+          values: { '#context#': contexts },
+          onChange: keyValue => setContexts(keyValue['#context#']),
+        },
+      )
+    }
+    if (isVisionModel && payload.vision?.enabled && payload.vision?.configs?.variable_selector) {
+      const currentVariable = findVariableWhenOnLLMVision(payload.vision.configs.variable_selector, availableVars)
+
+      forms.push(
+        {
+          label: t(`${i18nPrefix}.vision`)!,
+          inputs: [{
+            label: currentVariable?.variable as any,
+            variable: '#files#',
+            type: currentVariable?.formType as any,
+            required: false,
+          }],
+          values: { '#files#': visionFiles },
+          onChange: keyValue => setVisionFiles((keyValue as any)['#files#']),
+        },
+      )
+    }
+    return forms
+  })()
+
+  return {
+    forms,
+  }
+}
+
+export default useSingleRunFormParams