Feature/newnew workflow loop node (#14863)

Co-authored-by: arkunzz <4873204@qq.com>
2025-12-15 05:46:52 +08:00 · 2025-03-05 17:41:15 +08:00
parent da91217bc9
commit 2c17bb2c36
131 changed files with 6031 additions and 159 deletions
--- a/web/app/components/workflow/nodes/_base/components/next-step/add.tsx
+++ b/web/app/components/workflow/nodes/_base/components/next-step/add.tsx
@@ -38,7 +38,7 @@ const Add = ({
  const [open, setOpen] = useState(false)
  const { handleNodeAdd } = useNodesInteractions()
  const { nodesReadOnly } = useNodesReadOnly()
-  const { availableNextBlocks } = useAvailableBlocks(nodeData.type, nodeData.isInIteration)
+  const { availableNextBlocks } = useAvailableBlocks(nodeData.type, nodeData.isInIteration, nodeData.isInLoop)
  const { checkParallelLimit } = useWorkflow()

  const handleSelect = useCallback<OnSelectBlock>((type, toolDefaultValue) => {
--- a/web/app/components/workflow/nodes/_base/components/next-step/operator.tsx
+++ b/web/app/components/workflow/nodes/_base/components/next-step/operator.tsx
@@ -36,7 +36,7 @@ const ChangeItem = ({
  const {
    availablePrevBlocks,
    availableNextBlocks,
-  } = useAvailableBlocks(data.type, data.isInIteration)
+  } = useAvailableBlocks(data.type, data.isInIteration, data.isInLoop)

  const handleSelect = useCallback<OnSelectBlock>((type, toolDefaultValue) => {
    handleNodeChange(nodeId, type, sourceHandle, toolDefaultValue)
--- a/web/app/components/workflow/nodes/_base/components/node-handle.tsx
+++ b/web/app/components/workflow/nodes/_base/components/node-handle.tsx
@@ -47,7 +47,7 @@ export const NodeTargetHandle = memo(({
  const { handleNodeAdd } = useNodesInteractions()
  const { getNodesReadOnly } = useNodesReadOnly()
  const connected = data._connectedTargetHandleIds?.includes(handleId)
-  const { availablePrevBlocks } = useAvailableBlocks(data.type, data.isInIteration)
+  const { availablePrevBlocks } = useAvailableBlocks(data.type, data.isInIteration, data.isInLoop)
  const isConnectable = !!availablePrevBlocks.length

  const handleOpenChange = useCallback((v: boolean) => {
@@ -129,7 +129,7 @@ export const NodeSourceHandle = memo(({
  const [open, setOpen] = useState(false)
  const { handleNodeAdd } = useNodesInteractions()
  const { getNodesReadOnly } = useNodesReadOnly()
-  const { availableNextBlocks } = useAvailableBlocks(data.type, data.isInIteration)
+  const { availableNextBlocks } = useAvailableBlocks(data.type, data.isInIteration, data.isInLoop)
  const isConnectable = !!availableNextBlocks.length
  const isChatMode = useIsChatMode()
  const { checkParallelLimit } = useWorkflow()
--- a/web/app/components/workflow/nodes/_base/components/panel-operator/change-block.tsx
+++ b/web/app/components/workflow/nodes/_base/components/panel-operator/change-block.tsx
@@ -30,7 +30,7 @@ const ChangeBlock = ({
  const {
    availablePrevBlocks,
    availableNextBlocks,
-  } = useAvailableBlocks(nodeData.type, nodeData.isInIteration)
+  } = useAvailableBlocks(nodeData.type, nodeData.isInIteration, nodeData.isInLoop)

  const availableNodes = useMemo(() => {
    if (availablePrevBlocks.length && availableNextBlocks.length)
--- a/web/app/components/workflow/nodes/_base/components/panel-operator/panel-operator-popup.tsx
+++ b/web/app/components/workflow/nodes/_base/components/panel-operator/panel-operator-popup.tsx
@@ -79,7 +79,7 @@ const PanelOperatorPopup = ({
    return customTools.find(toolWithProvider => toolWithProvider.id === data.provider_id)?.description[language]
  }, [data, nodesExtraData, language, buildInTools, customTools, workflowTools])

-  const showChangeBlock = data.type !== BlockEnum.Start && !nodesReadOnly && data.type !== BlockEnum.Iteration
+  const showChangeBlock = data.type !== BlockEnum.Start && !nodesReadOnly && data.type !== BlockEnum.Iteration && data.type !== BlockEnum.Loop

  const link = useNodeHelpLink(data.type)

--- a/web/app/components/workflow/nodes/_base/components/variable/utils.ts
+++ b/web/app/components/workflow/nodes/_base/components/variable/utils.ts
@@ -13,6 +13,7 @@ import { VarType as ToolVarType } from '../../../tool/types'
 import type { ToolNodeType } from '../../../tool/types'
 import type { ParameterExtractorNodeType } from '../../../parameter-extractor/types'
 import type { IterationNodeType } from '../../../iteration/types'
+import type { LoopNodeType } from '../../../loop/types'
 import type { ListFilterNodeType } from '../../../list-operator/types'
 import { OUTPUT_FILE_SUB_VARIABLES } from '../../../constants'
 import type { DocExtractorNodeType } from '../../../document-extractor/types'
@@ -518,10 +519,61 @@ const getIterationItemType = ({
  }
 }

+const getLoopItemType = ({
+  valueSelector,
+  beforeNodesOutputVars,
+}: {
+  valueSelector: ValueSelector
+  beforeNodesOutputVars: NodeOutPutVar[]
+}): VarType => {
+  const outputVarNodeId = valueSelector[0]
+  const isSystem = isSystemVar(valueSelector)
+
+  const targetVar = isSystem ? beforeNodesOutputVars.find(v => v.isStartNode) : beforeNodesOutputVars.find(v => v.nodeId === outputVarNodeId)
+  if (!targetVar)
+    return VarType.string
+
+  let arrayType: VarType = VarType.string
+
+  let curr: any = targetVar.vars
+  if (isSystem) {
+    arrayType = curr.find((v: any) => v.variable === (valueSelector).join('.'))?.type
+  }
+  else {
+    (valueSelector).slice(1).forEach((key, i) => {
+      const isLast = i === valueSelector.length - 2
+      curr = curr?.find((v: any) => v.variable === key)
+      if (isLast) {
+        arrayType = curr?.type
+      }
+      else {
+        if (curr?.type === VarType.object || curr?.type === VarType.file)
+          curr = curr.children
+      }
+    })
+  }
+
+  switch (arrayType as VarType) {
+    case VarType.arrayString:
+      return VarType.string
+    case VarType.arrayNumber:
+      return VarType.number
+    case VarType.arrayObject:
+      return VarType.object
+    case VarType.array:
+      return VarType.any
+    case VarType.arrayFile:
+      return VarType.file
+    default:
+      return VarType.string
+  }
+}
+
 export const getVarType = ({
  parentNode,
  valueSelector,
  isIterationItem,
+  isLoopItem,
  availableNodes,
  isChatMode,
  isConstant,
@@ -532,6 +584,7 @@ export const getVarType = ({
  valueSelector: ValueSelector
  parentNode?: Node | null
  isIterationItem?: boolean
+  isLoopItem?: boolean
  availableNodes: any[]
  isChatMode: boolean
  isConstant?: boolean
@@ -567,6 +620,26 @@ export const getVarType = ({
    if (valueSelector[1] === 'index')
      return VarType.number
  }
+
+  const isLoopInnerVar = parentNode?.data.type === BlockEnum.Loop
+  if (isLoopItem) {
+    return getLoopItemType({
+      valueSelector,
+      beforeNodesOutputVars,
+    })
+  }
+  if (isLoopInnerVar) {
+    if (valueSelector[1] === 'item') {
+      const itemType = getLoopItemType({
+        valueSelector: (parentNode?.data as any).iterator_selector || [],
+        beforeNodesOutputVars,
+      })
+      return itemType
+    }
+    if (valueSelector[1] === 'index')
+      return VarType.number
+  }
+
  const isSystem = isSystemVar(valueSelector)
  const isEnv = isENV(valueSelector)
  const isChatVar = isConversationVar(valueSelector)
@@ -802,6 +875,14 @@ export const getNodeUsedVars = (node: Node): ValueSelector[] => {
      break
    }

+    case BlockEnum.Loop: {
+      const payload = data as LoopNodeType
+      res = payload.break_conditions?.map((c) => {
+        return c.variable_selector || []
+      }) || []
+      break
+    }
+
    case BlockEnum.ListFilter: {
      res = [(data as ListFilterNodeType).variable]
      break
@@ -1079,6 +1160,17 @@ export const updateNodeVars = (oldNode: Node, oldVarSelector: ValueSelector, new

        break
      }
+      case BlockEnum.Loop: {
+        const payload = data as LoopNodeType
+        if (payload.break_conditions) {
+          payload.break_conditions = payload.break_conditions.map((c) => {
+            if (c.variable_selector?.join('.') === oldVarSelector.join('.'))
+              c.variable_selector = newVarSelector
+            return c
+          })
+        }
+        break
+      }
      case BlockEnum.ListFilter: {
        const payload = data as ListFilterNodeType
        if (payload.variable.join('.') === oldVarSelector.join('.'))
@@ -1200,6 +1292,11 @@ export const getNodeOutputVars = (node: Node, isChatMode: boolean): ValueSelecto
      break
    }

+    case BlockEnum.Loop: {
+      res.push([id, 'output'])
+      break
+    }
+
    case BlockEnum.DocExtractor: {
      res.push([id, 'text'])
      break
--- a/web/app/components/workflow/nodes/_base/components/variable/var-reference-picker.tsx
+++ b/web/app/components/workflow/nodes/_base/components/variable/var-reference-picker.tsx
@@ -114,6 +114,9 @@ const VarReferencePicker: FC<Props> = ({
  const isInIteration = !!node?.data.isInIteration
  const iterationNode = isInIteration ? getNodes().find(n => n.id === node.parentId) : null

+  const isInLoop = !!node?.data.isInLoop
+  const loopNode = isInLoop ? getNodes().find(n => n.id === node.parentId) : null
+
  const triggerRef = useRef<HTMLDivElement>(null)
  const [triggerWidth, setTriggerWidth] = useState(TRIGGER_DEFAULT_WIDTH)
  useEffect(() => {
@@ -142,6 +145,14 @@ const VarReferencePicker: FC<Props> = ({
    return false
  }, [isInIteration, value, node])

+  const isLoopVar = useMemo(() => {
+    if (!isInLoop)
+      return false
+    if (value[0] === node?.parentId && ['item', 'index'].includes(value[1]))
+      return true
+    return false
+  }, [isInLoop, value, node])
+
  const outputVarNodeId = hasValue ? value[0] : ''
  const outputVarNode = useMemo(() => {
    if (!hasValue || isConstant)
@@ -150,11 +161,14 @@ const VarReferencePicker: FC<Props> = ({
    if (isIterationVar)
      return iterationNode?.data

+    if (isLoopVar)
+      return loopNode?.data
+
    if (isSystemVar(value as ValueSelector))
      return startNode?.data

    return getNodeInfoById(availableNodes, outputVarNodeId)?.data
-  }, [value, hasValue, isConstant, isIterationVar, iterationNode, availableNodes, outputVarNodeId, startNode])
+  }, [value, hasValue, isConstant, isIterationVar, iterationNode, availableNodes, outputVarNodeId, startNode, isLoopVar, loopNode])

  const varName = useMemo(() => {
    if (hasValue) {
@@ -220,7 +234,7 @@ const VarReferencePicker: FC<Props> = ({
  }, [onChange, varKindType])

  const type = getCurrentVariableType({
-    parentNode: iterationNode,
+    parentNode: isInIteration ? iterationNode : loopNode,
    valueSelector: value as ValueSelector,
    availableNodes,
    isChatMode,
--- a/web/app/components/workflow/nodes/_base/hooks/use-available-var-list.ts
+++ b/web/app/components/workflow/nodes/_base/hooks/use-available-var-list.ts
@@ -13,6 +13,7 @@ type Params = {
  passedInAvailableNodes?: Node[]
 }

+// TODO: loop type?
 const useAvailableVarList = (nodeId: string, {
  onlyLeafNodeVar,
  filterVar,
--- a/web/app/components/workflow/nodes/_base/hooks/use-node-help-link.ts
+++ b/web/app/components/workflow/nodes/_base/hooks/use-node-help-link.ts
@@ -27,6 +27,8 @@ export const useNodeHelpLink = (nodeType: BlockEnum) => {
        [BlockEnum.Assigner]: 'variable-assigner',
        [BlockEnum.Iteration]: 'iteration',
        [BlockEnum.IterationStart]: 'iteration',
+        [BlockEnum.Loop]: 'loop',
+        [BlockEnum.LoopStart]: 'loop',
        [BlockEnum.ParameterExtractor]: 'parameter-extractor',
        [BlockEnum.HttpRequest]: 'http-request',
        [BlockEnum.Tool]: 'tools',
@@ -50,11 +52,14 @@ export const useNodeHelpLink = (nodeType: BlockEnum) => {
      [BlockEnum.Assigner]: 'variable-assigner',
      [BlockEnum.Iteration]: 'iteration',
      [BlockEnum.IterationStart]: 'iteration',
+      [BlockEnum.Loop]: 'loop',
+      [BlockEnum.LoopStart]: 'loop',
      [BlockEnum.ParameterExtractor]: 'parameter-extractor',
      [BlockEnum.HttpRequest]: 'http-request',
      [BlockEnum.Tool]: 'tools',
      [BlockEnum.DocExtractor]: 'doc-extractor',
      [BlockEnum.ListFilter]: 'list-operator',
+      [BlockEnum.Agent]: 'agent',
    }
  }, [language])

--- a/web/app/components/workflow/nodes/_base/hooks/use-node-info.ts
+++ b/web/app/components/workflow/nodes/_base/hooks/use-node-info.ts
@@ -8,11 +8,13 @@ const useNodeInfo = (nodeId: string) => {
  const allNodes = getNodes()
  const node = allNodes.find(n => n.id === nodeId)
  const isInIteration = !!node?.data.isInIteration
+  const isInLoop = !!node?.data.isInLoop
  const parentNodeId = node?.parentId
  const parentNode = allNodes.find(n => n.id === parentNodeId)
  return {
    node,
    isInIteration,
+    isInLoop,
    parentNode,
  }
 }
--- a/web/app/components/workflow/nodes/_base/hooks/use-one-step-run.ts
+++ b/web/app/components/workflow/nodes/_base/hooks/use-one-step-run.ts
@@ -13,7 +13,7 @@ import type { CommonNodeType, InputVar, ValueSelector, Var, Variable } from '@/a
 import { BlockEnum, InputVarType, NodeRunningStatus, VarType } from '@/app/components/workflow/types'
 import { useStore as useAppStore } from '@/app/components/app/store'
 import { useStore, useWorkflowStore } from '@/app/components/workflow/store'
-import { getIterationSingleNodeRunUrl, singleNodeRun } from '@/service/workflow'
+import { getIterationSingleNodeRunUrl, getLoopSingleNodeRunUrl, singleNodeRun } from '@/service/workflow'
 import Toast from '@/app/components/base/toast'
 import LLMDefault from '@/app/components/workflow/nodes/llm/default'
 import KnowledgeRetrievalDefault from '@/app/components/workflow/nodes/knowledge-retrieval/default'
@@ -28,6 +28,7 @@ import Assigner from '@/app/components/workflow/nodes/assigner/default'
 import ParameterExtractorDefault from '@/app/components/workflow/nodes/parameter-extractor/default'
 import IterationDefault from '@/app/components/workflow/nodes/iteration/default'
 import DocumentExtractorDefault from '@/app/components/workflow/nodes/document-extractor/default'
+import LoopDefault from '@/app/components/workflow/nodes/loop/default'
 import { ssePost } from '@/service/base'

 import { getInputVars as doGetInputVars } from '@/app/components/base/prompt-editor/constants'
@@ -45,6 +46,7 @@ const { checkValid: checkAssignerValid } = Assigner
 const { checkValid: checkParameterExtractorValid } = ParameterExtractorDefault
 const { checkValid: checkIterationValid } = IterationDefault
 const { checkValid: checkDocumentExtractorValid } = DocumentExtractorDefault
+const { checkValid: checkLoopValid } = LoopDefault

 // eslint-disable-next-line ts/no-unsafe-function-type
 const checkValidFns: Record<BlockEnum, Function> = {
@@ -61,6 +63,7 @@ const checkValidFns: Record<BlockEnum, Function> = {
  [BlockEnum.ParameterExtractor]: checkParameterExtractorValid,
  [BlockEnum.Iteration]: checkIterationValid,
  [BlockEnum.DocExtractor]: checkDocumentExtractorValid,
+  [BlockEnum.Loop]: checkLoopValid,
 } as any

 type Params<T> = {
@@ -69,6 +72,7 @@ type Params<T> = {
  defaultRunInputData: Record<string, any>
  moreDataForCheckValid?: any
  iteratorInputKey?: string
+  loopInputKey?: string
 }

 const varTypeToInputVarType = (type: VarType, {
@@ -100,12 +104,14 @@ const useOneStepRun = <T>({
  defaultRunInputData,
  moreDataForCheckValid,
  iteratorInputKey,
+  loopInputKey,
 }: Params<T>) => {
  const { t } = useTranslation()
  const { getBeforeNodesInSameBranch, getBeforeNodesInSameBranchIncludeParent } = useWorkflow() as any
  const conversationVariables = useStore(s => s.conversationVariables)
  const isChatMode = useIsChatMode()
  const isIteration = data.type === BlockEnum.Iteration
+  const isLoop = data.type === BlockEnum.Loop

  const availableNodes = getBeforeNodesInSameBranch(id)
  const availableNodesIncludeParent = getBeforeNodesInSameBranchIncludeParent(id)
@@ -145,12 +151,14 @@ const useOneStepRun = <T>({
    setRunInputData(data)
  }, [])
  const iterationTimes = iteratorInputKey ? runInputData[iteratorInputKey].length : 0
+  const loopTimes = loopInputKey ? runInputData[loopInputKey].length : 0
  const [runResult, setRunResult] = useState<any>(null)

  const { handleNodeDataUpdate }: { handleNodeDataUpdate: (data: any) => void } = useNodeDataUpdate()
  const [canShowSingleRun, setCanShowSingleRun] = useState(false)
  const isShowSingleRun = data._isSingleRun && canShowSingleRun
  const [iterationRunResult, setIterationRunResult] = useState<NodeTracing[]>([])
+  const [loopRunResult, setLoopRunResult] = useState<NodeTracing[]>([])

  useEffect(() => {
    if (!checkValid) {
@@ -175,7 +183,7 @@ const useOneStepRun = <T>({
        })
      }
    }
-  // eslint-disable-next-line react-hooks/exhaustive-deps
+    // eslint-disable-next-line react-hooks/exhaustive-deps
  }, [data._isSingleRun])

  const workflowStore = useWorkflowStore()
@@ -214,10 +222,10 @@ const useOneStepRun = <T>({
    })
    let res: any
    try {
-      if (!isIteration) {
+      if (!isIteration && !isLoop) {
        res = await singleNodeRun(appId!, id, { inputs: submitData }) as any
      }
-      else {
+      else if (isIteration) {
        setIterationRunResult([])
        let _iterationResult: NodeTracing[] = []
        let _runResult: any = null
@@ -315,11 +323,111 @@ const useOneStepRun = <T>({
          },
        )
      }
-      if (res.error)
+      else if (isLoop) {
+        setLoopRunResult([])
+        let _loopResult: NodeTracing[] = []
+        let _runResult: any = null
+        ssePost(
+          getLoopSingleNodeRunUrl(isChatMode, appId!, id),
+          { body: { inputs: submitData } },
+          {
+            onWorkflowStarted: () => {
+            },
+            onWorkflowFinished: (params) => {
+              handleNodeDataUpdate({
+                id,
+                data: {
+                  ...data,
+                  _singleRunningStatus: NodeRunningStatus.Succeeded,
+                },
+              })
+              const { data: loopData } = params
+              _runResult.created_by = loopData.created_by.name
+              setRunResult(_runResult)
+            },
+            onLoopStart: (params) => {
+              const newLoopRunResult = produce(_loopResult, (draft) => {
+                draft.push({
+                  ...params.data,
+                  status: NodeRunningStatus.Running,
+                })
+              })
+              _loopResult = newLoopRunResult
+              setLoopRunResult(newLoopRunResult)
+            },
+            onLoopNext: () => {
+              // loop next trigger time is triggered one more time than loopTimes
+              if (_loopResult.length >= loopTimes!)
+                return _loopResult.length >= loopTimes!
+            },
+            onLoopFinish: (params) => {
+              _runResult = params.data
+              setRunResult(_runResult)
+
+              const loopRunResult = _loopResult
+              const currentIndex = loopRunResult.findIndex(trace => trace.id === params.data.id)
+              const newLoopRunResult = produce(loopRunResult, (draft) => {
+                if (currentIndex > -1) {
+                  draft[currentIndex] = {
+                    ...draft[currentIndex],
+                    ...data,
+                  }
+                }
+              })
+              _loopResult = newLoopRunResult
+              setLoopRunResult(newLoopRunResult)
+            },
+            onNodeStarted: (params) => {
+              const newLoopRunResult = produce(_loopResult, (draft) => {
+                draft.push({
+                  ...params.data,
+                  status: NodeRunningStatus.Running,
+                })
+              })
+              _loopResult = newLoopRunResult
+              setLoopRunResult(newLoopRunResult)
+            },
+            onNodeFinished: (params) => {
+              const loopRunResult = _loopResult
+
+              const { data } = params
+              const currentIndex = loopRunResult.findIndex(trace => trace.id === data.id)
+              const newLoopRunResult = produce(loopRunResult, (draft) => {
+                if (currentIndex > -1) {
+                  draft[currentIndex] = {
+                    ...draft[currentIndex],
+                    ...data,
+                  }
+                }
+              })
+              _loopResult = newLoopRunResult
+              setLoopRunResult(newLoopRunResult)
+            },
+            onNodeRetry: (params) => {
+              const newLoopRunResult = produce(_loopResult, (draft) => {
+                draft.push(params.data)
+              })
+              _loopResult = newLoopRunResult
+              setLoopRunResult(newLoopRunResult)
+            },
+            onError: () => {
+              handleNodeDataUpdate({
+                id,
+                data: {
+                  ...data,
+                  _singleRunningStatus: NodeRunningStatus.Failed,
+                },
+              })
+            },
+          },
+        )
+      }
+      if (res && res.error)
        throw new Error(res.error)
    }
    catch (e: any) {
-      if (!isIteration) {
+      console.error(e)
+      if (!isIteration && !isLoop) {
        handleNodeDataUpdate({
          id,
          data: {
@@ -331,7 +439,7 @@ const useOneStepRun = <T>({
      }
    }
    finally {
-      if (!isIteration) {
+      if (!isIteration && !isLoop) {
        setRunResult({
          ...res,
          total_tokens: res.execution_metadata?.total_tokens || 0,
@@ -339,7 +447,7 @@ const useOneStepRun = <T>({
        })
      }
    }
-    if (!isIteration) {
+    if (!isIteration && !isLoop) {
      handleNodeDataUpdate({
        id,
        data: {
@@ -430,6 +538,7 @@ const useOneStepRun = <T>({
    setRunInputData: handleSetRunInputData,
    runResult,
    iterationRunResult,
+    loopRunResult,
  }
 }

--- a/web/app/components/workflow/nodes/_base/node.tsx
+++ b/web/app/components/workflow/nodes/_base/node.tsx
@@ -30,6 +30,7 @@ import {
  hasRetryNode,
 } from '../../utils'
 import { useNodeIterationInteractions } from '../iteration/use-interactions'
+import { useNodeLoopInteractions } from '../loop/use-interactions'
 import type { IterationNodeType } from '../iteration/types'
 import {
  NodeSourceHandle,
@@ -57,6 +58,7 @@ const BaseNode: FC<BaseNodeProps> = ({
  const nodeRef = useRef<HTMLDivElement>(null)
  const { nodesReadOnly } = useNodesReadOnly()
  const { handleNodeIterationChildSizeChange } = useNodeIterationInteractions()
+  const { handleNodeLoopChildSizeChange } = useNodeLoopInteractions()
  const toolIcon = useToolIcon(data)

  useEffect(() => {
@@ -73,6 +75,20 @@ const BaseNode: FC<BaseNodeProps> = ({
    }
  }, [data.isInIteration, data.selected, id, handleNodeIterationChildSizeChange])

+  useEffect(() => {
+    if (nodeRef.current && data.selected && data.isInLoop) {
+      const resizeObserver = new ResizeObserver(() => {
+        handleNodeLoopChildSizeChange(id)
+      })
+
+      resizeObserver.observe(nodeRef.current)
+
+      return () => {
+        resizeObserver.disconnect()
+      }
+    }
+  }, [data.isInLoop, data.selected, id, handleNodeLoopChildSizeChange])
+
  const showSelectedBorder = data.selected || data._isBundled || data._isEntering
  const {
    showRunningBorder,
@@ -98,16 +114,16 @@ const BaseNode: FC<BaseNodeProps> = ({
      )}
      ref={nodeRef}
      style={{
-        width: data.type === BlockEnum.Iteration ? data.width : 'auto',
-        height: data.type === BlockEnum.Iteration ? data.height : 'auto',
+        width: (data.type === BlockEnum.Iteration || data.type === BlockEnum.Loop) ? data.width : 'auto',
+        height: (data.type === BlockEnum.Iteration || data.type === BlockEnum.Loop) ? data.height : 'auto',
      }}
    >
      <div
        className={cn(
          'group relative pb-1 shadow-xs',
          'border border-transparent rounded-[15px]',
-          data.type !== BlockEnum.Iteration && 'w-[240px] bg-workflow-block-bg',
-          data.type === BlockEnum.Iteration && 'flex flex-col w-full h-full bg-workflow-block-bg-transparent border-workflow-block-border',
+          (data.type !== BlockEnum.Iteration && data.type !== BlockEnum.Loop) && 'w-[240px] bg-workflow-block-bg',
+          (data.type === BlockEnum.Iteration || data.type === BlockEnum.Loop) && 'flex flex-col w-full h-full bg-workflow-block-bg-transparent border-workflow-block-border',
          !data._runningStatus && 'hover:shadow-lg',
          showRunningBorder && '!border-state-accent-solid',
          showSuccessBorder && '!border-state-success-solid',
@@ -139,6 +155,14 @@ const BaseNode: FC<BaseNodeProps> = ({
            />
          )
        }
+        {
+          data.type === BlockEnum.Loop && (
+            <NodeResizer
+              nodeId={id}
+              nodeData={data}
+            />
+          )
+        }
        {
          !data._isCandidate && (
            <NodeTargetHandle
@@ -169,7 +193,7 @@ const BaseNode: FC<BaseNodeProps> = ({
        }
        <div className={cn(
          'flex items-center px-3 pt-3 pb-2 rounded-t-2xl',
-          data.type === BlockEnum.Iteration && 'bg-transparent',
+          (data.type === BlockEnum.Iteration || data.type === BlockEnum.Loop) && 'bg-transparent',
        )}>
          <BlockIcon
            className='shrink-0 mr-2'
@@ -208,6 +232,13 @@ const BaseNode: FC<BaseNodeProps> = ({
              </div>
            )
          }
+          {
+            data._loopLength && data._loopIndex && data._runningStatus === NodeRunningStatus.Running && (
+              <div className='mr-1.5 text-xs font-medium text-primary-600'>
+                {data._loopIndex > data._loopLength ? data._loopLength : data._loopIndex}/{data._loopLength}
+              </div>
+            )
+          }
          {
            (data._runningStatus === NodeRunningStatus.Running || data._singleRunningStatus === NodeRunningStatus.Running) && (
              <RiLoader2Line className='w-3.5 h-3.5 text-text-accent animate-spin' />
@@ -230,12 +261,12 @@ const BaseNode: FC<BaseNodeProps> = ({
          }
        </div>
        {
-          data.type !== BlockEnum.Iteration && (
+          data.type !== BlockEnum.Iteration && data.type !== BlockEnum.Loop && (
            cloneElement(children, { id, data })
          )
        }
        {
-          data.type === BlockEnum.Iteration && (
+          (data.type === BlockEnum.Iteration || data.type === BlockEnum.Loop) && (
            <div className='grow pl-1 pr-1 pb-1'>
              {cloneElement(children, { id, data })}
            </div>
@@ -258,7 +289,7 @@ const BaseNode: FC<BaseNodeProps> = ({
          )
        }
        {
-          data.desc && data.type !== BlockEnum.Iteration && (
+          data.desc && data.type !== BlockEnum.Iteration && data.type !== BlockEnum.Loop && (
            <div className='px-3 pt-1 pb-2 system-xs-regular text-text-tertiary whitespace-pre-line break-words'>
              {data.desc}
            </div>
--- a/web/app/components/workflow/nodes/_base/panel.tsx
+++ b/web/app/components/workflow/nodes/_base/panel.tsx
@@ -61,14 +61,14 @@ const BasePanel: FC<BasePanelProps> = ({
    showMessageLogModal: state.showMessageLogModal,
  })))
  const showSingleRunPanel = useStore(s => s.showSingleRunPanel)
-  const panelWidth = localStorage.getItem('workflow-node-panel-width') ? parseFloat(localStorage.getItem('workflow-node-panel-width')!) : 420
+  const panelWidth = localStorage.getItem('workflow-node-panel-width') ? Number.parseFloat(localStorage.getItem('workflow-node-panel-width')!) : 420
  const {
    setPanelWidth,
  } = useWorkflow()
  const { handleNodeSelect } = useNodesInteractions()
  const { handleSyncWorkflowDraft } = useNodesSyncDraft()
  const { nodesReadOnly } = useNodesReadOnly()
-  const { availableNextBlocks } = useAvailableBlocks(data.type, data.isInIteration)
+  const { availableNextBlocks } = useAvailableBlocks(data.type, data.isInIteration, data.isInLoop)
  const toolIcon = useToolIcon(data)

  const handleResize = useCallback((width: number) => {
--- a/web/app/components/workflow/nodes/assigner/use-config.ts
+++ b/web/app/components/workflow/nodes/assigner/use-config.ts
@@ -39,6 +39,8 @@ const useConfig = (id: string, rawPayload: AssignerNodeType) => {
  const currentNode = getNodes().find(n => n.id === id)
  const isInIteration = payload.isInIteration
  const iterationNode = isInIteration ? getNodes().find(n => n.id === currentNode!.parentId) : null
+  const isInLoop = payload.isInLoop
+  const loopNode = isInLoop ? getNodes().find(n => n.id === currentNode!.parentId) : null
  const availableNodes = useMemo(() => {
    return getBeforeNodesInSameBranch(id)
  }, [getBeforeNodesInSameBranch, id])
@@ -54,13 +56,13 @@ const useConfig = (id: string, rawPayload: AssignerNodeType) => {
  const { getCurrentVariableType } = useWorkflowVariables()
  const getAssignedVarType = useCallback((valueSelector: ValueSelector) => {
    return getCurrentVariableType({
-      parentNode: iterationNode,
+      parentNode: isInIteration ? iterationNode : loopNode,
      valueSelector: valueSelector || [],
      availableNodes,
      isChatMode,
      isConstant: false,
    })
-  }, [getCurrentVariableType, iterationNode, availableNodes, isChatMode])
+  }, [getCurrentVariableType, isInIteration, iterationNode, loopNode, availableNodes, isChatMode])

  const handleOperationListChanges = useCallback((items: AssignerNodeOperation[]) => {
    const newInputs = produce(inputs, (draft) => {
--- a/web/app/components/workflow/nodes/constants.ts
+++ b/web/app/components/workflow/nodes/constants.ts
@@ -30,6 +30,8 @@ import ParameterExtractorNode from './parameter-extractor/node'
 import ParameterExtractorPanel from './parameter-extractor/panel'
 import IterationNode from './iteration/node'
 import IterationPanel from './iteration/panel'
+import LoopNode from './loop/node'
+import LoopPanel from './loop/panel'
 import DocExtractorNode from './document-extractor/node'
 import DocExtractorPanel from './document-extractor/panel'
 import ListFilterNode from './list-operator/node'
@@ -55,6 +57,7 @@ export const NodeComponentMap: Record<string, ComponentType<any>> = {
  [BlockEnum.VariableAggregator]: VariableAssignerNode,
  [BlockEnum.ParameterExtractor]: ParameterExtractorNode,
  [BlockEnum.Iteration]: IterationNode,
+  [BlockEnum.Loop]: LoopNode,
  [BlockEnum.DocExtractor]: DocExtractorNode,
  [BlockEnum.ListFilter]: ListFilterNode,
  [BlockEnum.Agent]: AgentNode,
@@ -77,6 +80,7 @@ export const PanelComponentMap: Record<string, ComponentType<any>> = {
  [BlockEnum.Assigner]: AssignerPanel,
  [BlockEnum.ParameterExtractor]: ParameterExtractorPanel,
  [BlockEnum.Iteration]: IterationPanel,
+  [BlockEnum.Loop]: LoopPanel,
  [BlockEnum.DocExtractor]: DocExtractorPanel,
  [BlockEnum.ListFilter]: ListFilterPanel,
  [BlockEnum.Agent]: AgentPanel,
--- a/web/app/components/workflow/nodes/document-extractor/use-config.ts
+++ b/web/app/components/workflow/nodes/document-extractor/use-config.ts
@@ -32,6 +32,8 @@ const useConfig = (id: string, payload: DocExtractorNodeType) => {
  const currentNode = getNodes().find(n => n.id === id)
  const isInIteration = payload.isInIteration
  const iterationNode = isInIteration ? getNodes().find(n => n.id === currentNode!.parentId) : null
+  const isInLoop = payload.isInLoop
+  const loopNode = isInLoop ? getNodes().find(n => n.id === currentNode!.parentId) : null
  const availableNodes = useMemo(() => {
    return getBeforeNodesInSameBranch(id)
  }, [getBeforeNodesInSameBranch, id])
@@ -39,14 +41,14 @@ const useConfig = (id: string, payload: DocExtractorNodeType) => {
  const { getCurrentVariableType } = useWorkflowVariables()
  const getType = useCallback((variable?: ValueSelector) => {
    const varType = getCurrentVariableType({
-      parentNode: iterationNode,
+      parentNode: isInIteration ? iterationNode : loopNode,
      valueSelector: variable || [],
      availableNodes,
      isChatMode,
      isConstant: false,
    })
    return varType
-  }, [getCurrentVariableType, availableNodes, isChatMode, iterationNode])
+  }, [getCurrentVariableType, isInIteration, availableNodes, isChatMode, iterationNode, loopNode])

  const handleVarChanges = useCallback((variable: ValueSelector | string) => {
    const newInputs = produce(inputs, (draft) => {
--- a/web/app/components/workflow/nodes/if-else/types.ts
+++ b/web/app/components/workflow/nodes/if-else/types.ts
@@ -35,7 +35,7 @@ export enum ComparisonOperator {
  notExists = 'not exists',
 }

-export interface Condition {
+export type Condition = {
  id: string
  varType: VarType
  variable_selector?: ValueSelector
@@ -46,7 +46,7 @@ export interface Condition {
  sub_variable_condition?: CaseItem
 }

-export interface CaseItem {
+export type CaseItem = {
  case_id: string
  logical_operator: LogicalOperator
  conditions: Condition[]
@@ -57,6 +57,7 @@ export type IfElseNodeType = CommonNodeType & {
  conditions?: Condition[]
  cases: CaseItem[]
  isInIteration: boolean
+  isInLoop: boolean
 }

 export type HandleAddCondition = (caseId: string, valueSelector: ValueSelector, varItem: Var) => void
--- a/web/app/components/workflow/nodes/if-else/use-config.ts
+++ b/web/app/components/workflow/nodes/if-else/use-config.ts
@@ -57,6 +57,7 @@ const useConfig = (id: string, payload: IfElseNodeType) => {
  } = useIsVarFileAttribute({
    nodeId: id,
    isInIteration: payload.isInIteration,
+    isInLoop: payload.isInLoop,
  })

  const varsIsVarFileAttribute = useMemo(() => {
--- a/web/app/components/workflow/nodes/if-else/use-is-var-file-attribute.ts
+++ b/web/app/components/workflow/nodes/if-else/use-is-var-file-attribute.ts
@@ -7,10 +7,12 @@ import { VarType } from '../../types'
 type Params = {
  nodeId: string
  isInIteration: boolean
+  isInLoop: boolean
 }
 const useIsVarFileAttribute = ({
  nodeId,
  isInIteration,
+  isInLoop,
 }: Params) => {
  const isChatMode = useIsChatMode()
  const store = useStoreApi()
@@ -20,6 +22,7 @@ const useIsVarFileAttribute = ({
  } = store.getState()
  const currentNode = getNodes().find(n => n.id === nodeId)
  const iterationNode = isInIteration ? getNodes().find(n => n.id === currentNode!.parentId) : null
+  const loopNode = isInLoop ? getNodes().find(n => n.id === currentNode!.parentId) : null
  const availableNodes = useMemo(() => {
    return getBeforeNodesInSameBranch(nodeId)
  }, [getBeforeNodesInSameBranch, nodeId])
@@ -29,7 +32,7 @@ const useIsVarFileAttribute = ({
      return false
    const parentVariable = variable.slice(0, 2)
    const varType = getCurrentVariableType({
-      parentNode: iterationNode,
+      parentNode: isInIteration ? iterationNode : loopNode,
      valueSelector: parentVariable,
      availableNodes,
      isChatMode,
--- a/web/app/components/workflow/nodes/list-operator/use-config.ts
+++ b/web/app/components/workflow/nodes/list-operator/use-config.ts
@@ -27,6 +27,8 @@ const useConfig = (id: string, payload: ListFilterNodeType) => {
  const currentNode = getNodes().find(n => n.id === id)
  const isInIteration = payload.isInIteration
  const iterationNode = isInIteration ? getNodes().find(n => n.id === currentNode!.parentId) : null
+  const isInLoop = payload.isInLoop
+  const loopNode = isInLoop ? getNodes().find(n => n.id === currentNode!.parentId) : null
  const availableNodes = useMemo(() => {
    return getBeforeNodesInSameBranch(id)
  }, [getBeforeNodesInSameBranch, id])
@@ -36,7 +38,7 @@ const useConfig = (id: string, payload: ListFilterNodeType) => {
  const { getCurrentVariableType } = useWorkflowVariables()
  const getType = useCallback((variable?: ValueSelector) => {
    const varType = getCurrentVariableType({
-      parentNode: iterationNode,
+      parentNode: isInIteration ? iterationNode : loopNode,
      valueSelector: variable || inputs.variable || [],
      availableNodes,
      isChatMode,
@@ -60,7 +62,7 @@ const useConfig = (id: string, payload: ListFilterNodeType) => {
        itemVarType = varType
    }
    return { varType, itemVarType }
-  }, [availableNodes, getCurrentVariableType, inputs.variable, isChatMode, iterationNode])
+  }, [availableNodes, getCurrentVariableType, inputs.variable, isChatMode, isInIteration, iterationNode, loopNode])

  const { varType, itemVarType } = getType()

--- a/web/app/components/workflow/nodes/loop-start/constants.ts
+++ b/web/app/components/workflow/nodes/loop-start/constants.ts
@@ -0,0 +1 @@
+export const CUSTOM_LOOP_START_NODE = 'custom-loop-start'
--- a/web/app/components/workflow/nodes/loop-start/default.ts
+++ b/web/app/components/workflow/nodes/loop-start/default.ts
@@ -0,0 +1,21 @@
+import type { NodeDefault } from '../../types'
+import type { LoopStartNodeType } from './types'
+import { ALL_CHAT_AVAILABLE_BLOCKS, ALL_COMPLETION_AVAILABLE_BLOCKS } from '@/app/components/workflow/blocks'
+
+const nodeDefault: NodeDefault<LoopStartNodeType> = {
+  defaultValue: {},
+  getAvailablePrevNodes() {
+    return []
+  },
+  getAvailableNextNodes(isChatMode: boolean) {
+    const nodes = isChatMode ? ALL_CHAT_AVAILABLE_BLOCKS : ALL_COMPLETION_AVAILABLE_BLOCKS
+    return nodes
+  },
+  checkValid() {
+    return {
+      isValid: true,
+    }
+  },
+}
+
+export default nodeDefault
--- a/web/app/components/workflow/nodes/loop-start/index.tsx
+++ b/web/app/components/workflow/nodes/loop-start/index.tsx
@@ -0,0 +1,42 @@
+import { memo } from 'react'
+import { useTranslation } from 'react-i18next'
+import type { NodeProps } from 'reactflow'
+import { RiHome5Fill } from '@remixicon/react'
+import Tooltip from '@/app/components/base/tooltip'
+import { NodeSourceHandle } from '@/app/components/workflow/nodes/_base/components/node-handle'
+
+const LoopStartNode = ({ id, data }: NodeProps) => {
+  const { t } = useTranslation()
+
+  return (
+    <div className='group flex nodrag items-center justify-center w-11 h-11 mt-1 rounded-2xl border border-workflow-block-border bg-white'>
+      <Tooltip popupContent={t('workflow.blocks.loop-start')} asChild={false}>
+        <div className='flex items-center justify-center w-6 h-6 rounded-full border-[0.5px] border-components-panel-border-subtle bg-util-colors-blue-brand-blue-brand-500'>
+          <RiHome5Fill className='w-3 h-3 text-text-primary-on-surface' />
+        </div>
+      </Tooltip>
+      <NodeSourceHandle
+        id={id}
+        data={data}
+        handleClassName='!top-1/2 !-right-[9px] !-translate-y-1/2'
+        handleId='source'
+      />
+    </div>
+  )
+}
+
+export const LoopStartNodeDumb = () => {
+  const { t } = useTranslation()
+
+  return (
+    <div className='relative left-[17px] top-[21px] flex nodrag items-center justify-center w-11 h-11 rounded-2xl border border-workflow-block-border bg-white z-[11]'>
+      <Tooltip popupContent={t('workflow.blocks.loop-start')} asChild={false}>
+        <div className='flex items-center justify-center w-6 h-6 rounded-full border-[0.5px] border-components-panel-border-subtle bg-util-colors-blue-brand-blue-brand-500'>
+          <RiHome5Fill className='w-3 h-3 text-text-primary-on-surface' />
+        </div>
+      </Tooltip>
+    </div>
+  )
+}
+
+export default memo(LoopStartNode)
--- a/web/app/components/workflow/nodes/loop-start/types.ts
+++ b/web/app/components/workflow/nodes/loop-start/types.ts
@@ -0,0 +1,3 @@
+import type { CommonNodeType } from '@/app/components/workflow/types'
+
+export type LoopStartNodeType = CommonNodeType
--- a/web/app/components/workflow/nodes/loop/add-block.tsx
+++ b/web/app/components/workflow/nodes/loop/add-block.tsx
@@ -0,0 +1,80 @@
+import {
+  memo,
+  useCallback,
+} from 'react'
+import {
+  RiAddLine,
+} from '@remixicon/react'
+import { useTranslation } from 'react-i18next'
+import {
+  useAvailableBlocks,
+  useNodesInteractions,
+  useNodesReadOnly,
+} from '../../hooks'
+import type { LoopNodeType } from './types'
+import cn from '@/utils/classnames'
+import BlockSelector from '@/app/components/workflow/block-selector'
+
+import type {
+  OnSelectBlock,
+} from '@/app/components/workflow/types'
+import {
+  BlockEnum,
+} from '@/app/components/workflow/types'
+
+type AddBlockProps = {
+  loopNodeId: string
+  loopNodeData: LoopNodeType
+}
+const AddBlock = ({
+  loopNodeData,
+}: AddBlockProps) => {
+  const { t } = useTranslation()
+  const { nodesReadOnly } = useNodesReadOnly()
+  const { handleNodeAdd } = useNodesInteractions()
+  const { availableNextBlocks } = useAvailableBlocks(BlockEnum.Start, false, true)
+
+  const handleSelect = useCallback<OnSelectBlock>((type, toolDefaultValue) => {
+    handleNodeAdd(
+      {
+        nodeType: type,
+        toolDefaultValue,
+      },
+      {
+        prevNodeId: loopNodeData.start_node_id,
+        prevNodeSourceHandle: 'source',
+      },
+    )
+  }, [handleNodeAdd, loopNodeData.start_node_id])
+
+  const renderTriggerElement = useCallback((open: boolean) => {
+    return (
+      <div className={cn(
+        'relative inline-flex items-center px-3 h-8 rounded-lg border-[0.5px] border-gray-50 bg-white shadow-xs cursor-pointer hover:bg-gray-200 text-[13px] font-medium text-gray-700',
+        `${nodesReadOnly && '!cursor-not-allowed opacity-50'}`,
+        open && '!bg-gray-50',
+      )}>
+        <RiAddLine className='mr-1 w-4 h-4' />
+        {t('workflow.common.addBlock')}
+      </div>
+    )
+  }, [nodesReadOnly, t])
+
+  return (
+    <div className='absolute top-7 left-14 flex items-center h-8 z-10'>
+      <div className='group/insert relative w-16 h-0.5 bg-gray-300'>
+        <div className='absolute right-0 top-1/2 -translate-y-1/2 w-0.5 h-2 bg-primary-500'></div>
+      </div>
+      <BlockSelector
+        disabled={nodesReadOnly}
+        onSelect={handleSelect}
+        trigger={renderTriggerElement}
+        triggerInnerClassName='inline-flex'
+        popupClassName='!min-w-[256px]'
+        availableBlocksTypes={availableNextBlocks}
+      />
+    </div>
+  )
+}
+
+export default memo(AddBlock)
--- a/web/app/components/workflow/nodes/loop/components/condition-add.tsx
+++ b/web/app/components/workflow/nodes/loop/components/condition-add.tsx
@@ -0,0 +1,74 @@
+import {
+  useCallback,
+  useState,
+} from 'react'
+import { useTranslation } from 'react-i18next'
+import { RiAddLine } from '@remixicon/react'
+import type { HandleAddCondition } from '../types'
+import Button from '@/app/components/base/button'
+import {
+  PortalToFollowElem,
+  PortalToFollowElemContent,
+  PortalToFollowElemTrigger,
+} from '@/app/components/base/portal-to-follow-elem'
+import VarReferenceVars from '@/app/components/workflow/nodes/_base/components/variable/var-reference-vars'
+import type {
+  NodeOutPutVar,
+  ValueSelector,
+  Var,
+} from '@/app/components/workflow/types'
+
+type ConditionAddProps = {
+  className?: string
+  variables: NodeOutPutVar[]
+  onSelectVariable: HandleAddCondition
+  disabled?: boolean
+}
+const ConditionAdd = ({
+  className,
+  variables,
+  onSelectVariable,
+  disabled,
+}: ConditionAddProps) => {
+  const { t } = useTranslation()
+  const [open, setOpen] = useState(false)
+
+  const handleSelectVariable = useCallback((valueSelector: ValueSelector, varItem: Var) => {
+    onSelectVariable(valueSelector, varItem)
+    setOpen(false)
+  }, [onSelectVariable, setOpen])
+
+  return (
+    <PortalToFollowElem
+      open={open}
+      onOpenChange={setOpen}
+      placement='bottom-start'
+      offset={{
+        mainAxis: 4,
+        crossAxis: 0,
+      }}
+    >
+      <PortalToFollowElemTrigger onClick={() => setOpen(!open)}>
+        <Button
+          size='small'
+          className={className}
+          disabled={disabled}
+        >
+          <RiAddLine className='mr-1 w-3.5 h-3.5' />
+          {t('workflow.nodes.ifElse.addCondition')}
+        </Button>
+      </PortalToFollowElemTrigger>
+      <PortalToFollowElemContent className='z-[1000]'>
+        <div className='w-[296px] bg-components-panel-bg-blur rounded-lg border-[0.5px] border-components-panel-border shadow-lg'>
+          <VarReferenceVars
+            vars={variables}
+            isSupportFileVar
+            onChange={handleSelectVariable}
+          />
+        </div>
+      </PortalToFollowElemContent>
+    </PortalToFollowElem>
+  )
+}
+
+export default ConditionAdd
--- a/web/app/components/workflow/nodes/loop/components/condition-files-list-value.tsx
+++ b/web/app/components/workflow/nodes/loop/components/condition-files-list-value.tsx
@@ -0,0 +1,115 @@
+import {
+  memo,
+  useCallback,
+} from 'react'
+import { useTranslation } from 'react-i18next'
+import { ComparisonOperator, type Condition } from '../types'
+import {
+  comparisonOperatorNotRequireValue,
+  isComparisonOperatorNeedTranslate,
+  isEmptyRelatedOperator,
+} from '../utils'
+import type { ValueSelector } from '../../../types'
+import { FILE_TYPE_OPTIONS, TRANSFER_METHOD } from './../default'
+import { Variable02 } from '@/app/components/base/icons/src/vender/solid/development'
+import { BubbleX, Env } from '@/app/components/base/icons/src/vender/line/others'
+import cn from '@/utils/classnames'
+import { isConversationVar, isENV, isSystemVar } from '@/app/components/workflow/nodes/_base/components/variable/utils'
+const i18nPrefix = 'workflow.nodes.ifElse'
+
+type ConditionValueProps = {
+  condition: Condition
+}
+const ConditionValue = ({
+  condition,
+}: ConditionValueProps) => {
+  const { t } = useTranslation()
+  const {
+    variable_selector,
+    comparison_operator: operator,
+    sub_variable_condition,
+  } = condition
+
+  const variableSelector = variable_selector as ValueSelector
+
+  const variableName = (isSystemVar(variableSelector) ? variableSelector.slice(0).join('.') : variableSelector.slice(1).join('.'))
+  const operatorName = isComparisonOperatorNeedTranslate(operator) ? t(`workflow.nodes.ifElse.comparisonOperator.${operator}`) : operator
+  const notHasValue = comparisonOperatorNotRequireValue(operator)
+  const isEnvVar = isENV(variableSelector)
+  const isChatVar = isConversationVar(variableSelector)
+  const formatValue = useCallback((c: Condition) => {
+    const notHasValue = comparisonOperatorNotRequireValue(c.comparison_operator)
+    if (notHasValue)
+      return ''
+
+    const value = c.value as string
+    return value.replace(/{{#([^#]*)#}}/g, (a, b) => {
+      const arr: string[] = b.split('.')
+      if (isSystemVar(arr))
+        return `{{${b}}}`
+
+      return `{{${arr.slice(1).join('.')}}}`
+    })
+  }, [])
+
+  const isSelect = useCallback((c: Condition) => {
+    return c.comparison_operator === ComparisonOperator.in || c.comparison_operator === ComparisonOperator.notIn
+  }, [])
+
+  const selectName = useCallback((c: Condition) => {
+    const isSelect = c.comparison_operator === ComparisonOperator.in || c.comparison_operator === ComparisonOperator.notIn
+    if (isSelect) {
+      const name = [...FILE_TYPE_OPTIONS, ...TRANSFER_METHOD].filter(item => item.value === (Array.isArray(c.value) ? c.value[0] : c.value))[0]
+      return name
+        ? t(`workflow.nodes.ifElse.optionName.${name.i18nKey}`).replace(/{{#([^#]*)#}}/g, (a, b) => {
+          const arr: string[] = b.split('.')
+          if (isSystemVar(arr))
+            return `{{${b}}}`
+
+          return `{{${arr.slice(1).join('.')}}}`
+        })
+        : ''
+    }
+    return ''
+  }, [t])
+
+  return (
+    <div className='rounded-md bg-workflow-block-parma-bg'>
+      <div className='flex items-center px-1 h-6 '>
+        {!isEnvVar && !isChatVar && <Variable02 className='shrink-0 mr-1 w-3.5 h-3.5 text-text-accent' />}
+        {isEnvVar && <Env className='shrink-0 mr-1 w-3.5 h-3.5 text-util-colors-violet-violet-600' />}
+        {isChatVar && <BubbleX className='w-3.5 h-3.5 text-util-colors-teal-teal-700' />}
+
+        <div
+          className={cn(
+            'shrink-0  truncate text-xs font-medium text-text-accent',
+            !notHasValue && 'max-w-[70px]',
+          )}
+          title={variableName}
+        >
+          {variableName}
+        </div>
+        <div
+          className='shrink-0 mx-1 text-xs font-medium text-text-primary'
+          title={operatorName}
+        >
+          {operatorName}
+        </div>
+      </div>
+      <div className='ml-[10px] pl-[10px] border-l border-divider-regular'>
+        {
+          sub_variable_condition?.conditions.map((c: Condition, index) => (
+            <div className='relative flex items-center h-6 space-x-1' key={c.id}>
+              <div className='text-text-accent system-xs-medium'>{c.key}</div>
+              <div className='text-text-primary system-xs-medium'>{isComparisonOperatorNeedTranslate(c.comparison_operator) ? t(`workflow.nodes.ifElse.comparisonOperator.${c.comparison_operator}`) : c.comparison_operator}</div>
+              {c.comparison_operator && !isEmptyRelatedOperator(c.comparison_operator) && <div className='text-text-secondary system-xs-regular'>{isSelect(c) ? selectName(c) : formatValue(c)}</div>}
+              {index !== sub_variable_condition.conditions.length - 1 && (<div className='absolute z-10 right-1 bottom-[-10px] leading-4 text-[10px] font-medium text-text-accent uppercase'>{t(`${i18nPrefix}.${sub_variable_condition.logical_operator}`)}</div>)}
+            </div>
+          ))
+        }
+      </div>
+    </div>
+  )
+}
+
+export default memo(ConditionValue)
--- a/web/app/components/workflow/nodes/loop/components/condition-list/condition-input.tsx
+++ b/web/app/components/workflow/nodes/loop/components/condition-list/condition-input.tsx
@@ -0,0 +1,53 @@
+import { useTranslation } from 'react-i18next'
+import { useStore } from '@/app/components/workflow/store'
+import PromptEditor from '@/app/components/base/prompt-editor'
+import { BlockEnum } from '@/app/components/workflow/types'
+import type {
+  Node,
+} from '@/app/components/workflow/types'
+
+type ConditionInputProps = {
+  disabled?: boolean
+  value: string
+  onChange: (value: string) => void
+  availableNodes: Node[]
+}
+const ConditionInput = ({
+  value,
+  onChange,
+  disabled,
+  availableNodes,
+}: ConditionInputProps) => {
+  const { t } = useTranslation()
+  const controlPromptEditorRerenderKey = useStore(s => s.controlPromptEditorRerenderKey)
+
+  return (
+    <PromptEditor
+      key={controlPromptEditorRerenderKey}
+      compact
+      value={value}
+      placeholder={t('workflow.nodes.ifElse.enterValue') || ''}
+      workflowVariableBlock={{
+        show: true,
+        variables: [],
+        workflowNodesMap: availableNodes.reduce((acc, node) => {
+          acc[node.id] = {
+            title: node.data.title,
+            type: node.data.type,
+          }
+          if (node.data.type === BlockEnum.Start) {
+            acc.sys = {
+              title: t('workflow.blocks.start'),
+              type: BlockEnum.Start,
+            }
+          }
+          return acc
+        }, {} as any),
+      }}
+      onChange={onChange}
+      editable={!disabled}
+    />
+  )
+}
+
+export default ConditionInput
--- a/web/app/components/workflow/nodes/loop/components/condition-list/condition-item.tsx
+++ b/web/app/components/workflow/nodes/loop/components/condition-list/condition-item.tsx
@@ -0,0 +1,330 @@
+import {
+  useCallback,
+  useMemo,
+  useState,
+} from 'react'
+import { useTranslation } from 'react-i18next'
+import { RiDeleteBinLine } from '@remixicon/react'
+import produce from 'immer'
+import type { VarType as NumberVarType } from '../../../tool/types'
+import type {
+  Condition,
+  HandleAddSubVariableCondition,
+  HandleRemoveCondition,
+  HandleToggleSubVariableConditionLogicalOperator,
+  HandleUpdateCondition,
+  HandleUpdateSubVariableCondition,
+  handleRemoveSubVariableCondition,
+} from '../../types'
+import {
+  ComparisonOperator,
+} from '../../types'
+import ConditionNumberInput from '../condition-number-input'
+import ConditionWrap from '../condition-wrap'
+import { comparisonOperatorNotRequireValue, getOperators } from './../../utils'
+import ConditionOperator from './condition-operator'
+import ConditionInput from './condition-input'
+import { FILE_TYPE_OPTIONS, SUB_VARIABLES, TRANSFER_METHOD } from './../../default'
+import type {
+  Node,
+  NodeOutPutVar,
+  ValueSelector,
+  Var,
+} from '@/app/components/workflow/types'
+import { VarType } from '@/app/components/workflow/types'
+import cn from '@/utils/classnames'
+import { SimpleSelect as Select } from '@/app/components/base/select'
+import { Variable02 } from '@/app/components/base/icons/src/vender/solid/development'
+import ConditionVarSelector from './condition-var-selector'
+
+const optionNameI18NPrefix = 'workflow.nodes.ifElse.optionName'
+
+type ConditionItemProps = {
+  className?: string
+  disabled?: boolean
+  conditionId: string // in isSubVariableKey it's the value of the parent condition's id
+  condition: Condition // condition may the condition of case or condition of sub variable
+  file?: { key: string }
+  isSubVariableKey?: boolean
+  isValueFieldShort?: boolean
+  onRemoveCondition?: HandleRemoveCondition
+  onUpdateCondition?: HandleUpdateCondition
+  onAddSubVariableCondition?: HandleAddSubVariableCondition
+  onRemoveSubVariableCondition?: handleRemoveSubVariableCondition
+  onUpdateSubVariableCondition?: HandleUpdateSubVariableCondition
+  onToggleSubVariableConditionLogicalOperator?: HandleToggleSubVariableConditionLogicalOperator
+  nodeId: string
+  availableNodes: Node[]
+  numberVariables: NodeOutPutVar[]
+  availableVars: NodeOutPutVar[]
+}
+const ConditionItem = ({
+  className,
+  disabled,
+  conditionId,
+  condition,
+  file,
+  isSubVariableKey,
+  isValueFieldShort,
+  onRemoveCondition,
+  onUpdateCondition,
+  onAddSubVariableCondition,
+  onRemoveSubVariableCondition,
+  onUpdateSubVariableCondition,
+  onToggleSubVariableConditionLogicalOperator,
+  nodeId,
+  availableNodes,
+  numberVariables,
+  availableVars,
+}: ConditionItemProps) => {
+  const { t } = useTranslation()
+
+  const [isHovered, setIsHovered] = useState(false)
+  const [open, setOpen] = useState(false)
+
+  const doUpdateCondition = useCallback((newCondition: Condition) => {
+    if (isSubVariableKey)
+      onUpdateSubVariableCondition?.(conditionId, condition.id, newCondition)
+    else
+      onUpdateCondition?.(condition.id, newCondition)
+  }, [condition, conditionId, isSubVariableKey, onUpdateCondition, onUpdateSubVariableCondition])
+
+  const canChooseOperator = useMemo(() => {
+    if (disabled)
+      return false
+
+    if (isSubVariableKey)
+      return !!condition.key
+
+    return true
+  }, [condition.key, disabled, isSubVariableKey])
+  const handleUpdateConditionOperator = useCallback((value: ComparisonOperator) => {
+    const newCondition = {
+      ...condition,
+      comparison_operator: value,
+    }
+    doUpdateCondition(newCondition)
+  }, [condition, doUpdateCondition])
+
+  const handleUpdateConditionNumberVarType = useCallback((numberVarType: NumberVarType) => {
+    const newCondition = {
+      ...condition,
+      numberVarType,
+      value: '',
+    }
+    doUpdateCondition(newCondition)
+  }, [condition, doUpdateCondition])
+
+  const isSubVariable = condition.varType === VarType.arrayFile && [ComparisonOperator.contains, ComparisonOperator.notContains, ComparisonOperator.allOf].includes(condition.comparison_operator!)
+  const fileAttr = useMemo(() => {
+    if (file)
+      return file
+    if (isSubVariableKey) {
+      return {
+        key: condition.key!,
+      }
+    }
+    return undefined
+  }, [condition.key, file, isSubVariableKey])
+
+  const isArrayValue = fileAttr?.key === 'transfer_method' || fileAttr?.key === 'type'
+
+  const handleUpdateConditionValue = useCallback((value: string) => {
+    if (value === condition.value || (isArrayValue && value === condition.value?.[0]))
+      return
+    const newCondition = {
+      ...condition,
+      value: isArrayValue ? [value] : value,
+    }
+    doUpdateCondition(newCondition)
+  }, [condition, doUpdateCondition, isArrayValue])
+
+  const isSelect = condition.comparison_operator && [ComparisonOperator.in, ComparisonOperator.notIn].includes(condition.comparison_operator)
+  const selectOptions = useMemo(() => {
+    if (isSelect) {
+      if (fileAttr?.key === 'type' || condition.comparison_operator === ComparisonOperator.allOf) {
+        return FILE_TYPE_OPTIONS.map(item => ({
+          name: t(`${optionNameI18NPrefix}.${item.i18nKey}`),
+          value: item.value,
+        }))
+      }
+      if (fileAttr?.key === 'transfer_method') {
+        return TRANSFER_METHOD.map(item => ({
+          name: t(`${optionNameI18NPrefix}.${item.i18nKey}`),
+          value: item.value,
+        }))
+      }
+      return []
+    }
+    return []
+  }, [condition.comparison_operator, fileAttr?.key, isSelect, t])
+
+  const isNotInput = isSelect || isSubVariable
+
+  const isSubVarSelect = isSubVariableKey
+  const subVarOptions = SUB_VARIABLES.map(item => ({
+    name: item,
+    value: item,
+  }))
+
+  const handleSubVarKeyChange = useCallback((key: string) => {
+    const newCondition = produce(condition, (draft) => {
+      draft.key = key
+      if (key === 'size')
+        draft.varType = VarType.number
+      else
+        draft.varType = VarType.string
+
+      draft.value = ''
+      draft.comparison_operator = getOperators(undefined, { key })[0]
+    })
+
+    onUpdateSubVariableCondition?.(conditionId, condition.id, newCondition)
+  }, [condition, conditionId, onUpdateSubVariableCondition])
+
+  const doRemoveCondition = useCallback(() => {
+    if (isSubVariableKey)
+      onRemoveSubVariableCondition?.(conditionId, condition.id)
+    else
+      onRemoveCondition?.(condition.id)
+  }, [condition, conditionId, isSubVariableKey, onRemoveCondition, onRemoveSubVariableCondition])
+
+  const handleVarChange = useCallback((valueSelector: ValueSelector, varItem: Var) => {
+    const newCondition = produce(condition, (draft) => {
+      draft.variable_selector = valueSelector
+      draft.varType = varItem.type
+      draft.value = ''
+      draft.comparison_operator = getOperators(varItem.type)[0]
+    })
+    doUpdateCondition(newCondition)
+    setOpen(false)
+  }, [condition, doUpdateCondition])
+
+  return (
+    <div className={cn('flex mb-1 last-of-type:mb-0', className)}>
+      <div className={cn(
+        'grow bg-components-input-bg-normal rounded-lg',
+        isHovered && 'bg-state-destructive-hover',
+      )}>
+        <div className='flex items-center p-1'>
+          <div className='grow w-0'>
+            {isSubVarSelect
+              ? (
+                <Select
+                  wrapperClassName='h-6'
+                  className='pl-0 text-xs'
+                  optionWrapClassName='w-[165px] max-h-none'
+                  defaultValue={condition.key}
+                  items={subVarOptions}
+                  onSelect={item => handleSubVarKeyChange(item.value as string)}
+                  renderTrigger={item => (
+                    item
+                      ? <div className='flex justify-start cursor-pointer'>
+                        <div className='inline-flex max-w-full px-1.5 items-center h-6 rounded-md border-[0.5px] border-components-panel-border-subtle bg-components-badge-white-to-dark shadow-xs text-text-accent'>
+                          <Variable02 className='shrink-0 w-3.5 h-3.5 text-text-accent' />
+                          <div className='ml-0.5 truncate system-xs-medium'>{item?.name}</div>
+                        </div>
+                      </div>
+                      : <div className='text-left text-components-input-text-placeholder system-sm-regular'>{t('common.placeholder.select')}</div>
+                  )}
+                  hideChecked
+                />
+              )
+              : (
+                <ConditionVarSelector
+                  open={open}
+                  onOpenChange={setOpen}
+                  valueSelector={condition.variable_selector || []}
+                  varType={condition.varType}
+                  availableNodes={availableNodes}
+                  nodesOutputVars={availableVars}
+                  onChange={handleVarChange}
+                />
+              )}
+
+          </div>
+          <div className='mx-1 w-[1px] h-3 bg-divider-regular'></div>
+          <ConditionOperator
+            disabled={!canChooseOperator}
+            varType={condition.varType}
+            value={condition.comparison_operator}
+            onSelect={handleUpdateConditionOperator}
+            file={fileAttr}
+          />
+        </div>
+        {
+          !comparisonOperatorNotRequireValue(condition.comparison_operator) && !isNotInput && condition.varType !== VarType.number && (
+            <div className='px-2 py-1 max-h-[100px] border-t border-t-divider-subtle overflow-y-auto'>
+              <ConditionInput
+                disabled={disabled}
+                value={condition.value as string}
+                onChange={handleUpdateConditionValue}
+                availableNodes={availableNodes}
+              />
+            </div>
+          )
+        }
+        {
+          !comparisonOperatorNotRequireValue(condition.comparison_operator) && !isNotInput && condition.varType === VarType.number && (
+            <div className='px-2 py-1 pt-[3px] border-t border-t-divider-subtle'>
+              <ConditionNumberInput
+                numberVarType={condition.numberVarType}
+                onNumberVarTypeChange={handleUpdateConditionNumberVarType}
+                value={condition.value as string}
+                onValueChange={handleUpdateConditionValue}
+                variables={numberVariables}
+                isShort={isValueFieldShort}
+                unit={fileAttr?.key === 'size' ? 'Byte' : undefined}
+              />
+            </div>
+          )
+        }
+        {
+          !comparisonOperatorNotRequireValue(condition.comparison_operator) && isSelect && (
+            <div className='border-t border-t-divider-subtle'>
+              <Select
+                wrapperClassName='h-8'
+                className='px-2 text-xs rounded-t-none'
+                defaultValue={isArrayValue ? (condition.value as string[])?.[0] : (condition.value as string)}
+                items={selectOptions}
+                onSelect={item => handleUpdateConditionValue(item.value as string)}
+                hideChecked
+                notClearable
+              />
+            </div>
+          )
+        }
+        {
+          !comparisonOperatorNotRequireValue(condition.comparison_operator) && isSubVariable && (
+            <div className='p-1'>
+              <ConditionWrap
+                isSubVariable
+                conditions={condition.sub_variable_condition?.conditions || []}
+                logicalOperator={condition.sub_variable_condition?.logical_operator}
+                conditionId={conditionId}
+                readOnly={!!disabled}
+                handleAddSubVariableCondition={onAddSubVariableCondition}
+                handleRemoveSubVariableCondition={onRemoveSubVariableCondition}
+                handleUpdateSubVariableCondition={onUpdateSubVariableCondition}
+                handleToggleSubVariableConditionLogicalOperator={onToggleSubVariableConditionLogicalOperator}
+                nodeId={nodeId}
+                availableNodes={availableNodes}
+                availableVars={availableVars}
+              />
+            </div>
+          )
+        }
+      </div>
+      <div
+        className='shrink-0 flex items-center justify-center ml-1 mt-1 w-6 h-6 rounded-lg cursor-pointer hover:bg-state-destructive-hover text-text-tertiary hover:text-text-destructive'
+        onMouseEnter={() => setIsHovered(true)}
+        onMouseLeave={() => setIsHovered(false)}
+        onClick={doRemoveCondition}
+      >
+        <RiDeleteBinLine className='w-4 h-4' />
+      </div>
+    </div>
+  )
+}
+
+export default ConditionItem
--- a/web/app/components/workflow/nodes/loop/components/condition-list/condition-operator.tsx
+++ b/web/app/components/workflow/nodes/loop/components/condition-list/condition-operator.tsx
@@ -0,0 +1,94 @@
+import {
+  useMemo,
+  useState,
+} from 'react'
+import { useTranslation } from 'react-i18next'
+import { RiArrowDownSLine } from '@remixicon/react'
+import { getOperators, isComparisonOperatorNeedTranslate } from '../../utils'
+import type { ComparisonOperator } from '../../types'
+import Button from '@/app/components/base/button'
+import {
+  PortalToFollowElem,
+  PortalToFollowElemContent,
+  PortalToFollowElemTrigger,
+} from '@/app/components/base/portal-to-follow-elem'
+import type { VarType } from '@/app/components/workflow/types'
+import cn from '@/utils/classnames'
+const i18nPrefix = 'workflow.nodes.ifElse'
+
+type ConditionOperatorProps = {
+  className?: string
+  disabled?: boolean
+  varType: VarType
+  file?: { key: string }
+  value?: string
+  onSelect: (value: ComparisonOperator) => void
+}
+const ConditionOperator = ({
+  className,
+  disabled,
+  varType,
+  file,
+  value,
+  onSelect,
+}: ConditionOperatorProps) => {
+  const { t } = useTranslation()
+  const [open, setOpen] = useState(false)
+
+  const options = useMemo(() => {
+    return getOperators(varType, file).map((o) => {
+      return {
+        label: isComparisonOperatorNeedTranslate(o) ? t(`${i18nPrefix}.comparisonOperator.${o}`) : o,
+        value: o,
+      }
+    })
+  }, [t, varType, file])
+  const selectedOption = options.find(o => Array.isArray(value) ? o.value === value[0] : o.value === value)
+  return (
+    <PortalToFollowElem
+      open={open}
+      onOpenChange={setOpen}
+      placement='bottom-end'
+      offset={{
+        mainAxis: 4,
+        crossAxis: 0,
+      }}
+    >
+      <PortalToFollowElemTrigger onClick={() => setOpen(v => !v)}>
+        <Button
+          className={cn('shrink-0', !selectedOption && 'opacity-50', className)}
+          size='small'
+          variant='ghost'
+          disabled={disabled}
+        >
+          {
+            selectedOption
+              ? selectedOption.label
+              : t(`${i18nPrefix}.select`)
+          }
+          <RiArrowDownSLine className='ml-1 w-3.5 h-3.5' />
+        </Button>
+      </PortalToFollowElemTrigger>
+      <PortalToFollowElemContent className='z-10'>
+        <div className='p-1 bg-components-panel-bg-blur rounded-xl border-[0.5px] border-components-panel-border shadow-lg'>
+          {
+            options.map(option => (
+              <div
+                key={option.value}
+                className='flex items-center px-3 py-1.5 h-7 text-[13px] font-medium text-text-secondary rounded-lg cursor-pointer hover:bg-state-base-hover'
+                onClick={() => {
+                  onSelect(option.value)
+                  setOpen(false)
+                }}
+              >
+                {option.label}
+              </div>
+            ))
+          }
+        </div>
+      </PortalToFollowElemContent>
+    </PortalToFollowElem>
+  )
+}
+
+export default ConditionOperator
--- a/web/app/components/workflow/nodes/loop/components/condition-list/condition-var-selector.tsx
+++ b/web/app/components/workflow/nodes/loop/components/condition-list/condition-var-selector.tsx
@@ -0,0 +1,58 @@
+import { PortalToFollowElem, PortalToFollowElemContent, PortalToFollowElemTrigger } from '@/app/components/base/portal-to-follow-elem'
+import VariableTag from '@/app/components/workflow/nodes/_base/components/variable-tag'
+import VarReferenceVars from '@/app/components/workflow/nodes/_base/components/variable/var-reference-vars'
+import type { Node, NodeOutPutVar, ValueSelector, Var, VarType } from '@/app/components/workflow/types'
+
+type ConditionVarSelectorProps = {
+  open: boolean
+  onOpenChange: (open: boolean) => void
+  valueSelector: ValueSelector
+  varType: VarType
+  availableNodes: Node[]
+  nodesOutputVars: NodeOutPutVar[]
+  onChange: (valueSelector: ValueSelector, varItem: Var) => void
+}
+
+const ConditionVarSelector = ({
+  open,
+  onOpenChange,
+  valueSelector,
+  varType,
+  availableNodes,
+  nodesOutputVars,
+  onChange,
+}: ConditionVarSelectorProps) => {
+  return (
+    <PortalToFollowElem
+      open={open}
+      onOpenChange={onOpenChange}
+      placement='bottom-start'
+      offset={{
+        mainAxis: 4,
+        crossAxis: 0,
+      }}
+    >
+      <PortalToFollowElemTrigger onClick={() => onOpenChange(!open)}>
+        <div className="cursor-pointer">
+          <VariableTag
+            valueSelector={valueSelector}
+            varType={varType}
+            availableNodes={availableNodes}
+            isShort
+          />
+        </div>
+      </PortalToFollowElemTrigger>
+      <PortalToFollowElemContent className='z-[1000]'>
+        <div className='w-[296px] bg-components-panel-bg-blur rounded-lg border-[0.5px] border-components-panel-border shadow-lg'>
+          <VarReferenceVars
+            vars={nodesOutputVars}
+            isSupportFileVar
+            onChange={onChange}
+          />
+        </div>
+      </PortalToFollowElemContent>
+    </PortalToFollowElem>
+  )
+}
+
+export default ConditionVarSelector
--- a/web/app/components/workflow/nodes/loop/components/condition-list/index.tsx
+++ b/web/app/components/workflow/nodes/loop/components/condition-list/index.tsx
@@ -0,0 +1,126 @@
+import { RiLoopLeftLine } from '@remixicon/react'
+import { useCallback, useMemo } from 'react'
+import {
+  type Condition,
+  type HandleAddSubVariableCondition,
+  type HandleRemoveCondition,
+  type HandleToggleConditionLogicalOperator,
+  type HandleToggleSubVariableConditionLogicalOperator,
+  type HandleUpdateCondition,
+  type HandleUpdateSubVariableCondition,
+  LogicalOperator,
+  type handleRemoveSubVariableCondition,
+} from '../../types'
+import ConditionItem from './condition-item'
+import type {
+  Node,
+  NodeOutPutVar,
+} from '@/app/components/workflow/types'
+import cn from '@/utils/classnames'
+
+type ConditionListProps = {
+  isSubVariable?: boolean
+  disabled?: boolean
+  conditionId?: string
+  conditions: Condition[]
+  logicalOperator?: LogicalOperator
+  onRemoveCondition?: HandleRemoveCondition
+  onUpdateCondition?: HandleUpdateCondition
+  onToggleConditionLogicalOperator?: HandleToggleConditionLogicalOperator
+  nodeId: string
+  availableNodes: Node[]
+  numberVariables: NodeOutPutVar[]
+  onAddSubVariableCondition?: HandleAddSubVariableCondition
+  onRemoveSubVariableCondition?: handleRemoveSubVariableCondition
+  onUpdateSubVariableCondition?: HandleUpdateSubVariableCondition
+  onToggleSubVariableConditionLogicalOperator?: HandleToggleSubVariableConditionLogicalOperator
+  availableVars: NodeOutPutVar[]
+}
+const ConditionList = ({
+  isSubVariable,
+  disabled,
+  conditionId,
+  conditions,
+  logicalOperator,
+  onUpdateCondition,
+  onRemoveCondition,
+  onToggleConditionLogicalOperator,
+  onAddSubVariableCondition,
+  onRemoveSubVariableCondition,
+  onUpdateSubVariableCondition,
+  onToggleSubVariableConditionLogicalOperator,
+  nodeId,
+  availableNodes,
+  numberVariables,
+  availableVars,
+}: ConditionListProps) => {
+  const doToggleConditionLogicalOperator = useCallback((conditionId?: string) => {
+    if (isSubVariable && conditionId)
+      onToggleSubVariableConditionLogicalOperator?.(conditionId)
+    else
+      onToggleConditionLogicalOperator?.()
+  }, [isSubVariable, onToggleConditionLogicalOperator, onToggleSubVariableConditionLogicalOperator])
+
+  const isValueFieldShort = useMemo(() => {
+    if (isSubVariable && conditions.length > 1)
+      return true
+
+    return false
+  }, [conditions.length, isSubVariable])
+  const conditionItemClassName = useMemo(() => {
+    if (!isSubVariable)
+      return ''
+    if (conditions.length < 2)
+      return ''
+    return logicalOperator === LogicalOperator.and ? 'pl-[51px]' : 'pl-[42px]'
+  }, [conditions.length, isSubVariable, logicalOperator])
+
+  return (
+    <div className={cn('relative', conditions.length > 1 && !isSubVariable && 'pl-[60px]')}>
+      {
+        conditions.length > 1 && (
+          <div className={cn(
+            'absolute top-0 bottom-0 left-0 w-[60px]',
+            isSubVariable && logicalOperator === LogicalOperator.and && 'left-[-10px]',
+            isSubVariable && logicalOperator === LogicalOperator.or && 'left-[-18px]',
+          )}>
+            <div className='absolute top-4 bottom-4 left-[46px] w-2.5 border border-divider-deep rounded-l-[8px] border-r-0'></div>
+            <div className='absolute top-1/2 -translate-y-1/2 right-0 w-4 h-[29px] bg-components-panel-bg'></div>
+            <div
+              className='absolute top-1/2 right-1 -translate-y-1/2 flex items-center px-1 h-[21px] rounded-md border-[0.5px] border-components-button-secondary-border shadow-xs bg-components-button-secondary-bg text-text-accent-secondary text-[10px] font-semibold cursor-pointer select-none'
+              onClick={() => doToggleConditionLogicalOperator(conditionId)}
+            >
+              {logicalOperator && logicalOperator.toUpperCase()}
+              <RiLoopLeftLine className='ml-0.5 w-3 h-3' />
+            </div>
+          </div>
+        )
+      }
+      {
+        conditions.map(condition => (
+          <ConditionItem
+            key={condition.id}
+            className={conditionItemClassName}
+            disabled={disabled}
+            conditionId={isSubVariable ? conditionId! : condition.id}
+            condition={condition}
+            isValueFieldShort={isValueFieldShort}
+            onUpdateCondition={onUpdateCondition}
+            onRemoveCondition={onRemoveCondition}
+            onAddSubVariableCondition={onAddSubVariableCondition}
+            onRemoveSubVariableCondition={onRemoveSubVariableCondition}
+            onUpdateSubVariableCondition={onUpdateSubVariableCondition}
+            onToggleSubVariableConditionLogicalOperator={onToggleSubVariableConditionLogicalOperator}
+            nodeId={nodeId}
+            availableNodes={availableNodes}
+            numberVariables={numberVariables}
+            isSubVariableKey={isSubVariable}
+            availableVars={availableVars}
+          />
+        ))
+      }
+    </div>
+  )
+}
+
+export default ConditionList
--- a/web/app/components/workflow/nodes/loop/components/condition-number-input.tsx
+++ b/web/app/components/workflow/nodes/loop/components/condition-number-input.tsx
@@ -0,0 +1,168 @@
+import {
+  memo,
+  useCallback,
+  useState,
+} from 'react'
+import { useTranslation } from 'react-i18next'
+import { RiArrowDownSLine } from '@remixicon/react'
+import { capitalize } from 'lodash-es'
+import { useBoolean } from 'ahooks'
+import { VarType as NumberVarType } from '../../tool/types'
+import VariableTag from '../../_base/components/variable-tag'
+import {
+  PortalToFollowElem,
+  PortalToFollowElemContent,
+  PortalToFollowElemTrigger,
+} from '@/app/components/base/portal-to-follow-elem'
+import Button from '@/app/components/base/button'
+import cn from '@/utils/classnames'
+import VarReferenceVars from '@/app/components/workflow/nodes/_base/components/variable/var-reference-vars'
+import type {
+  NodeOutPutVar,
+  ValueSelector,
+} from '@/app/components/workflow/types'
+import { VarType } from '@/app/components/workflow/types'
+import { variableTransformer } from '@/app/components/workflow/utils'
+import { Variable02 } from '@/app/components/base/icons/src/vender/solid/development'
+
+const options = [
+  NumberVarType.variable,
+  NumberVarType.constant,
+]
+
+type ConditionNumberInputProps = {
+  numberVarType?: NumberVarType
+  onNumberVarTypeChange: (v: NumberVarType) => void
+  value: string
+  onValueChange: (v: string) => void
+  variables: NodeOutPutVar[]
+  isShort?: boolean
+  unit?: string
+}
+const ConditionNumberInput = ({
+  numberVarType = NumberVarType.constant,
+  onNumberVarTypeChange,
+  value,
+  onValueChange,
+  variables,
+  isShort,
+  unit,
+}: ConditionNumberInputProps) => {
+  const { t } = useTranslation()
+  const [numberVarTypeVisible, setNumberVarTypeVisible] = useState(false)
+  const [variableSelectorVisible, setVariableSelectorVisible] = useState(false)
+  const [isFocus, {
+    setTrue: setFocus,
+    setFalse: setBlur,
+  }] = useBoolean()
+
+  const handleSelectVariable = useCallback((valueSelector: ValueSelector) => {
+    onValueChange(variableTransformer(valueSelector) as string)
+    setVariableSelectorVisible(false)
+  }, [onValueChange])
+
+  return (
+    <div className='flex items-center cursor-pointer'>
+      <PortalToFollowElem
+        open={numberVarTypeVisible}
+        onOpenChange={setNumberVarTypeVisible}
+        placement='bottom-start'
+        offset={{ mainAxis: 2, crossAxis: 0 }}
+      >
+        <PortalToFollowElemTrigger onClick={() => setNumberVarTypeVisible(v => !v)}>
+          <Button
+            className='shrink-0'
+            variant='ghost'
+            size='small'
+          >
+            {capitalize(numberVarType)}
+            <RiArrowDownSLine className='ml-[1px] w-3.5 h-3.5' />
+          </Button>
+        </PortalToFollowElemTrigger>
+        <PortalToFollowElemContent className='z-[1000]'>
+          <div className='p-1 w-[112px] rounded-xl border-[0.5px] border-components-panel-border bg-components-panel-bg-blur shadow-lg'>
+            {
+              options.map(option => (
+                <div
+                  key={option}
+                  className={cn(
+                    'flex items-center px-3 h-7 rounded-md hover:bg-state-base-hover cursor-pointer',
+                    'text-[13px] font-medium text-text-secondary',
+                    numberVarType === option && 'bg-state-base-hover',
+                  )}
+                  onClick={() => {
+                    onNumberVarTypeChange(option)
+                    setNumberVarTypeVisible(false)
+                  }}
+                >
+                  {capitalize(option)}
+                </div>
+              ))
+            }
+          </div>
+        </PortalToFollowElemContent>
+      </PortalToFollowElem>
+      <div className='mx-1 w-[1px] h-4 bg-divider-regular'></div>
+      <div className='grow w-0 ml-0.5'>
+        {
+          numberVarType === NumberVarType.variable && (
+            <PortalToFollowElem
+              open={variableSelectorVisible}
+              onOpenChange={setVariableSelectorVisible}
+              placement='bottom-start'
+              offset={{ mainAxis: 2, crossAxis: 0 }}
+            >
+              <PortalToFollowElemTrigger
+                className='w-full'
+                onClick={() => setVariableSelectorVisible(v => !v)}>
+                {
+                  value && (
+                    <VariableTag
+                      valueSelector={variableTransformer(value) as string[]}
+                      varType={VarType.number}
+                      isShort={isShort}
+                    />
+                  )
+                }
+                {
+                  !value && (
+                    <div className='flex items-center p-1 h-6 text-components-input-text-placeholder text-[13px]'>
+                      <Variable02 className='shrink-0 mr-1 w-4 h-4' />
+                      <div className='w-0 grow truncate'>{t('workflow.nodes.ifElse.selectVariable')}</div>
+                    </div>
+                  )
+                }
+              </PortalToFollowElemTrigger>
+              <PortalToFollowElemContent className='z-[1000]'>
+                <div className={cn('w-[296px] pt-1 bg-components-panel-bg-blur rounded-lg border-[0.5px] border-components-panel-border shadow-lg', isShort && 'w-[200px]')}>
+                  <VarReferenceVars
+                    vars={variables}
+                    onChange={handleSelectVariable}
+                  />
+                </div>
+              </PortalToFollowElemContent>
+            </PortalToFollowElem>
+          )
+        }
+        {
+          numberVarType === NumberVarType.constant && (
+            <div className=' relative'>
+              <input
+                className={cn('block w-full px-2 text-[13px] text-components-input-text-filled placeholder:text-components-input-text-placeholder outline-none appearance-none bg-transparent', unit && 'pr-6')}
+                type='number'
+                value={value}
+                onChange={e => onValueChange(e.target.value)}
+                placeholder={t('workflow.nodes.ifElse.enterValue') || ''}
+                onFocus={setFocus}
+                onBlur={setBlur}
+              />
+              {!isFocus && unit && <div className='absolute right-2 top-[50%] translate-y-[-50%] text-text-tertiary system-sm-regular'>{unit}</div>}
+            </div>
+          )
+        }
+      </div>
+    </div>
+  )
+}
+
+export default memo(ConditionNumberInput)
--- a/web/app/components/workflow/nodes/loop/components/condition-value.tsx
+++ b/web/app/components/workflow/nodes/loop/components/condition-value.tsx
@@ -0,0 +1,98 @@
+import {
+  memo,
+  useMemo,
+} from 'react'
+import { useTranslation } from 'react-i18next'
+import { ComparisonOperator } from '../types'
+import {
+  comparisonOperatorNotRequireValue,
+  isComparisonOperatorNeedTranslate,
+} from '../utils'
+import { FILE_TYPE_OPTIONS, TRANSFER_METHOD } from './../default'
+import { Variable02 } from '@/app/components/base/icons/src/vender/solid/development'
+import { BubbleX, Env } from '@/app/components/base/icons/src/vender/line/others'
+import cn from '@/utils/classnames'
+import { isConversationVar, isENV, isSystemVar } from '@/app/components/workflow/nodes/_base/components/variable/utils'
+
+type ConditionValueProps = {
+  variableSelector: string[]
+  labelName?: string
+  operator: ComparisonOperator
+  value: string | string[]
+}
+const ConditionValue = ({
+  variableSelector,
+  labelName,
+  operator,
+  value,
+}: ConditionValueProps) => {
+  const { t } = useTranslation()
+  const variableName = labelName || (isSystemVar(variableSelector) ? variableSelector.slice(0).join('.') : variableSelector.slice(1).join('.'))
+  const operatorName = isComparisonOperatorNeedTranslate(operator) ? t(`workflow.nodes.ifElse.comparisonOperator.${operator}`) : operator
+  const notHasValue = comparisonOperatorNotRequireValue(operator)
+  const isEnvVar = isENV(variableSelector)
+  const isChatVar = isConversationVar(variableSelector)
+  const formatValue = useMemo(() => {
+    if (notHasValue)
+      return ''
+
+    if (Array.isArray(value)) // transfer method
+      return value[0]
+
+    return value.replace(/{{#([^#]*)#}}/g, (a, b) => {
+      const arr: string[] = b.split('.')
+      if (isSystemVar(arr))
+        return `{{${b}}}`
+
+      return `{{${arr.slice(1).join('.')}}}`
+    })
+  }, [notHasValue, value])
+
+  const isSelect = operator === ComparisonOperator.in || operator === ComparisonOperator.notIn
+  const selectName = useMemo(() => {
+    if (isSelect) {
+      const name = [...FILE_TYPE_OPTIONS, ...TRANSFER_METHOD].filter(item => item.value === (Array.isArray(value) ? value[0] : value))[0]
+      return name
+        ? t(`workflow.nodes.ifElse.optionName.${name.i18nKey}`).replace(/{{#([^#]*)#}}/g, (a, b) => {
+          const arr: string[] = b.split('.')
+          if (isSystemVar(arr))
+            return `{{${b}}}`
+
+          return `{{${arr.slice(1).join('.')}}}`
+        })
+        : ''
+    }
+    return ''
+  }, [isSelect, t, value])
+
+  return (
+    <div className='flex items-center px-1 h-6 rounded-md bg-workflow-block-parma-bg'>
+      {!isEnvVar && !isChatVar && <Variable02 className='shrink-0 mr-1 w-3.5 h-3.5 text-text-accent' />}
+      {isEnvVar && <Env className='shrink-0 mr-1 w-3.5 h-3.5 text-util-colors-violet-violet-600' />}
+      {isChatVar && <BubbleX className='w-3.5 h-3.5 text-util-colors-teal-teal-700' />}
+
+      <div
+        className={cn(
+          'shrink-0  truncate text-xs font-medium text-text-accent',
+          !notHasValue && 'max-w-[70px]',
+        )}
+        title={variableName}
+      >
+        {variableName}
+      </div>
+      <div
+        className='shrink-0 mx-1 text-xs font-medium text-text-primary'
+        title={operatorName}
+      >
+        {operatorName}
+      </div>
+      {
+        !notHasValue && (
+          <div className='truncate text-xs text-text-secondary' title={formatValue}>{isSelect ? selectName : formatValue}</div>
+        )
+      }
+    </div>
+  )
+}
+
+export default memo(ConditionValue)
--- a/web/app/components/workflow/nodes/loop/components/condition-wrap.tsx
+++ b/web/app/components/workflow/nodes/loop/components/condition-wrap.tsx
@@ -0,0 +1,149 @@
+'use client'
+import type { FC } from 'react'
+import React, { useCallback } from 'react'
+import { useTranslation } from 'react-i18next'
+import {
+  RiAddLine,
+} from '@remixicon/react'
+import type { Condition, HandleAddCondition, HandleAddSubVariableCondition, HandleRemoveCondition, HandleToggleConditionLogicalOperator, HandleToggleSubVariableConditionLogicalOperator, HandleUpdateCondition, HandleUpdateSubVariableCondition, LogicalOperator, handleRemoveSubVariableCondition } from '../types'
+import type { Node, NodeOutPutVar, Var } from '../../../types'
+import { VarType } from '../../../types'
+import { useGetAvailableVars } from '../../variable-assigner/hooks'
+import ConditionList from './condition-list'
+import ConditionAdd from './condition-add'
+import { SUB_VARIABLES } from './../default'
+import cn from '@/utils/classnames'
+import Button from '@/app/components/base/button'
+import { PortalSelect as Select } from '@/app/components/base/select'
+
+type Props = {
+  isSubVariable?: boolean
+  conditionId?: string
+  conditions: Condition[]
+  logicalOperator: LogicalOperator | undefined
+  readOnly: boolean
+  handleAddCondition?: HandleAddCondition
+  handleRemoveCondition?: HandleRemoveCondition
+  handleUpdateCondition?: HandleUpdateCondition
+  handleToggleConditionLogicalOperator?: HandleToggleConditionLogicalOperator
+  handleAddSubVariableCondition?: HandleAddSubVariableCondition
+  handleRemoveSubVariableCondition?: handleRemoveSubVariableCondition
+  handleUpdateSubVariableCondition?: HandleUpdateSubVariableCondition
+  handleToggleSubVariableConditionLogicalOperator?: HandleToggleSubVariableConditionLogicalOperator
+  nodeId: string
+  availableNodes: Node[]
+  availableVars: NodeOutPutVar[]
+}
+
+const ConditionWrap: FC<Props> = ({
+  isSubVariable,
+  conditionId,
+  conditions,
+  logicalOperator,
+  nodeId: id = '',
+  readOnly,
+  handleUpdateCondition,
+  handleAddCondition,
+  handleRemoveCondition,
+  handleToggleConditionLogicalOperator,
+  handleAddSubVariableCondition,
+  handleRemoveSubVariableCondition,
+  handleUpdateSubVariableCondition,
+  handleToggleSubVariableConditionLogicalOperator,
+  availableNodes = [],
+  availableVars = [],
+}) => {
+  const { t } = useTranslation()
+
+  const getAvailableVars = useGetAvailableVars()
+
+  const filterNumberVar = useCallback((varPayload: Var) => {
+    return varPayload.type === VarType.number
+  }, [])
+
+  const subVarOptions = SUB_VARIABLES.map(item => ({
+    name: item,
+    value: item,
+  }))
+
+  if (!conditions)
+    return <div />
+
+  return (
+    <>
+      <div>
+        <div
+          className={cn(
+            'group relative rounded-[10px] bg-components-panel-bg',
+            !isSubVariable && 'py-1 px-3 min-h-[40px] ',
+            isSubVariable && 'px-1 py-2',
+          )}
+        >
+          {
+            conditions && !!conditions.length && (
+              <div className='mb-2'>
+                <ConditionList
+                  disabled={readOnly}
+                  conditionId={conditionId}
+                  conditions={conditions}
+                  logicalOperator={logicalOperator}
+                  onUpdateCondition={handleUpdateCondition}
+                  onRemoveCondition={handleRemoveCondition}
+                  onToggleConditionLogicalOperator={handleToggleConditionLogicalOperator}
+                  nodeId={id}
+                  availableNodes={availableNodes}
+                  numberVariables={getAvailableVars(id, '', filterNumberVar)}
+                  onAddSubVariableCondition={handleAddSubVariableCondition}
+                  onRemoveSubVariableCondition={handleRemoveSubVariableCondition}
+                  onUpdateSubVariableCondition={handleUpdateSubVariableCondition}
+                  onToggleSubVariableConditionLogicalOperator={handleToggleSubVariableConditionLogicalOperator}
+                  isSubVariable={isSubVariable}
+                  availableVars={availableVars}
+                />
+              </div>
+            )
+          }
+
+          <div className={cn(
+            'flex items-center justify-between pr-[30px]',
+            !conditions.length && !isSubVariable && 'mt-1',
+            !conditions.length && isSubVariable && 'mt-2',
+            conditions.length > 1 && !isSubVariable && 'ml-[60px]',
+          )}>
+            {isSubVariable
+              ? (
+                <Select
+                  popupInnerClassName='w-[165px] max-h-none'
+                  onSelect={value => handleAddSubVariableCondition?.(conditionId!, value.value as string)}
+                  items={subVarOptions}
+                  value=''
+                  renderTrigger={() => (
+                    <Button
+                      size='small'
+                      disabled={readOnly}
+                    >
+                      <RiAddLine className='mr-1 w-3.5 h-3.5' />
+                      {t('workflow.nodes.ifElse.addSubVariable')}
+                    </Button>
+                  )}
+                  hideChecked
+                />
+              )
+              : (
+                <ConditionAdd
+                  disabled={readOnly}
+                  variables={availableVars}
+                  onSelectVariable={handleAddCondition!}
+                />
+              )}
+          </div>
+        </div>
+        {!isSubVariable && (
+          <div className='my-2 mx-3 h-[1px] bg-divider-subtle'></div>
+        )}
+      </div>
+    </>
+  )
+}
+
+export default React.memo(ConditionWrap)
--- a/web/app/components/workflow/nodes/loop/default.ts
+++ b/web/app/components/workflow/nodes/loop/default.ts
@@ -0,0 +1,92 @@
+import { BlockEnum } from '../../types'
+import type { NodeDefault } from '../../types'
+import { ComparisonOperator, LogicalOperator, type LoopNodeType } from './types'
+import { isEmptyRelatedOperator } from './utils'
+import { TransferMethod } from '@/types/app'
+import { ALL_CHAT_AVAILABLE_BLOCKS, ALL_COMPLETION_AVAILABLE_BLOCKS } from '@/app/components/workflow/blocks'
+import { LOOP_NODE_MAX_COUNT } from '@/config'
+const i18nPrefix = 'workflow.errorMsg'
+
+const nodeDefault: NodeDefault<LoopNodeType> = {
+  defaultValue: {
+    start_node_id: '',
+    break_conditions: [],
+    loop_count: 10,
+    _children: [],
+    logical_operator: LogicalOperator.and,
+  },
+  getAvailablePrevNodes(isChatMode: boolean) {
+    const nodes = isChatMode
+      ? ALL_CHAT_AVAILABLE_BLOCKS
+      : ALL_COMPLETION_AVAILABLE_BLOCKS.filter(type => type !== BlockEnum.End)
+    return nodes
+  },
+  getAvailableNextNodes(isChatMode: boolean) {
+    const nodes = isChatMode ? ALL_CHAT_AVAILABLE_BLOCKS : ALL_COMPLETION_AVAILABLE_BLOCKS
+    return nodes
+  },
+  checkValid(payload: LoopNodeType, t: any) {
+    let errorMessages = ''
+
+    if (!errorMessages && (!payload.break_conditions || payload.break_conditions.length === 0))
+      errorMessages = t(`${i18nPrefix}.fieldRequired`, { field: t('workflow.nodes.loop.breakCondition') })
+
+    payload.break_conditions!.forEach((condition) => {
+      if (!errorMessages && (!condition.variable_selector || condition.variable_selector.length === 0))
+        errorMessages = t(`${i18nPrefix}.fieldRequired`, { field: t(`${i18nPrefix}.fields.variable`) })
+      if (!errorMessages && !condition.comparison_operator)
+        errorMessages = t(`${i18nPrefix}.fieldRequired`, { field: t('workflow.nodes.ifElse.operator') })
+      if (!errorMessages) {
+        if (condition.sub_variable_condition
+          && ![ComparisonOperator.empty, ComparisonOperator.notEmpty].includes(condition.comparison_operator!)) {
+          const isSet = condition.sub_variable_condition.conditions.every((c) => {
+            if (!c.comparison_operator)
+              return false
+
+            if (isEmptyRelatedOperator(c.comparison_operator!))
+              return true
+
+            return !!c.value
+          })
+
+          if (!isSet)
+            errorMessages = t(`${i18nPrefix}.fieldRequired`, { field: t(`${i18nPrefix}.fields.variableValue`) })
+        }
+        else {
+          if (!isEmptyRelatedOperator(condition.comparison_operator!) && !condition.value)
+            errorMessages = t(`${i18nPrefix}.fieldRequired`, { field: t(`${i18nPrefix}.fields.variableValue`) })
+        }
+      }
+    })
+
+    if (!errorMessages && (
+      Number.isNaN(Number(payload.loop_count))
+      || !Number.isInteger(Number(payload.loop_count))
+      || payload.loop_count < 1
+      || payload.loop_count > LOOP_NODE_MAX_COUNT
+    ))
+      errorMessages = t('workflow.nodes.loop.loopMaxCountError', { maxCount: LOOP_NODE_MAX_COUNT })
+
+    return {
+      isValid: !errorMessages,
+      errorMessage: errorMessages,
+    }
+  },
+}
+
+export const FILE_TYPE_OPTIONS = [
+  { value: 'image', i18nKey: 'image' },
+  { value: 'document', i18nKey: 'doc' },
+  { value: 'audio', i18nKey: 'audio' },
+  { value: 'video', i18nKey: 'video' },
+]
+
+export const TRANSFER_METHOD = [
+  { value: TransferMethod.local_file, i18nKey: 'localUpload' },
+  { value: TransferMethod.remote_url, i18nKey: 'url' },
+]
+
+export const SUB_VARIABLES = ['type', 'size', 'name', 'url', 'extension', 'mime_type', 'transfer_method']
+export const OUTPUT_FILE_SUB_VARIABLES = SUB_VARIABLES.filter(key => key !== 'transfer_method')
+
+export default nodeDefault
--- a/web/app/components/workflow/nodes/loop/insert-block.tsx
+++ b/web/app/components/workflow/nodes/loop/insert-block.tsx
@@ -0,0 +1,61 @@
+import {
+  memo,
+  useCallback,
+  useState,
+} from 'react'
+import cn from 'classnames'
+import { useNodesInteractions } from '../../hooks'
+import type {
+  BlockEnum,
+  OnSelectBlock,
+} from '../../types'
+import BlockSelector from '../../block-selector'
+
+type InsertBlockProps = {
+  startNodeId: string
+  availableBlocksTypes: BlockEnum[]
+}
+const InsertBlock = ({
+  startNodeId,
+  availableBlocksTypes,
+}: InsertBlockProps) => {
+  const [open, setOpen] = useState(false)
+  const { handleNodeAdd } = useNodesInteractions()
+
+  const handleOpenChange = useCallback((v: boolean) => {
+    setOpen(v)
+  }, [])
+  const handleInsert = useCallback<OnSelectBlock>((nodeType, toolDefaultValue) => {
+    handleNodeAdd(
+      {
+        nodeType,
+        toolDefaultValue,
+      },
+      {
+        nextNodeId: startNodeId,
+        nextNodeTargetHandle: 'target',
+      },
+    )
+  }, [startNodeId, handleNodeAdd])
+
+  return (
+    <div
+      className={cn(
+        'nopan nodrag',
+        'hidden group-hover/insert:block absolute top-1/2 left-1/2 transform -translate-x-1/2 -translate-y-1/2',
+        open && '!block',
+      )}
+    >
+      <BlockSelector
+        open={open}
+        onOpenChange={handleOpenChange}
+        asChild
+        onSelect={handleInsert}
+        availableBlocksTypes={availableBlocksTypes}
+        triggerClassName={() => 'hover:scale-125 transition-all'}
+      />
+    </div>
+  )
+}
+
+export default memo(InsertBlock)
--- a/web/app/components/workflow/nodes/loop/node.tsx
+++ b/web/app/components/workflow/nodes/loop/node.tsx
@@ -0,0 +1,61 @@
+import type { FC } from 'react'
+import {
+  memo,
+  useEffect,
+} from 'react'
+import {
+  Background,
+  useNodesInitialized,
+  useViewport,
+} from 'reactflow'
+import { LoopStartNodeDumb } from '../loop-start'
+import { useNodeLoopInteractions } from './use-interactions'
+import type { LoopNodeType } from './types'
+import AddBlock from './add-block'
+import cn from '@/utils/classnames'
+
+import type { NodeProps } from '@/app/components/workflow/types'
+
+const Node: FC<NodeProps<LoopNodeType>> = ({
+  id,
+  data,
+}) => {
+  const { zoom } = useViewport()
+  const nodesInitialized = useNodesInitialized()
+  const { handleNodeLoopRerender } = useNodeLoopInteractions()
+
+  useEffect(() => {
+    if (nodesInitialized)
+      handleNodeLoopRerender(id)
+  }, [nodesInitialized, id, handleNodeLoopRerender])
+
+  return (
+    <div className={cn(
+      'relative min-w-[240px] min-h-[90px] w-full h-full rounded-2xl bg-[#F0F2F7]/90',
+    )}>
+      <Background
+        id={`loop-background-${id}`}
+        className='rounded-2xl !z-0'
+        gap={[14 / zoom, 14 / zoom]}
+        size={2 / zoom}
+        color='#E4E5E7'
+      />
+      {
+        data._isCandidate && (
+          <LoopStartNodeDumb />
+        )
+      }
+      {
+        data._children!.length === 1 && (
+          <AddBlock
+            loopNodeId={id}
+            loopNodeData={data}
+          />
+        )
+      }
+
+    </div>
+  )
+}
+
+export default memo(Node)
--- a/web/app/components/workflow/nodes/loop/panel.tsx
+++ b/web/app/components/workflow/nodes/loop/panel.tsx
@@ -0,0 +1,120 @@
+import type { FC } from 'react'
+import React from 'react'
+import { useTranslation } from 'react-i18next'
+
+import Split from '../_base/components/split'
+import ResultPanel from '../../run/result-panel'
+import InputNumberWithSlider from '../_base/components/input-number-with-slider'
+import type { LoopNodeType } from './types'
+import useConfig from './use-config'
+import ConditionWrap from './components/condition-wrap'
+import type { NodePanelProps } from '@/app/components/workflow/types'
+import Field from '@/app/components/workflow/nodes/_base/components/field'
+import BeforeRunForm from '@/app/components/workflow/nodes/_base/components/before-run-form'
+import formatTracing from '@/app/components/workflow/run/utils/format-log'
+
+import { useLogs } from '@/app/components/workflow/run/hooks'
+import { LOOP_NODE_MAX_COUNT } from '@/config'
+
+const i18nPrefix = 'workflow.nodes.loop'
+
+const Panel: FC<NodePanelProps<LoopNodeType>> = ({
+  id,
+  data,
+}) => {
+  const { t } = useTranslation()
+
+  const {
+    readOnly,
+    inputs,
+    childrenNodeVars,
+    loopChildrenNodes,
+    isShowSingleRun,
+    hideSingleRun,
+    runningStatus,
+    handleRun,
+    handleStop,
+    runResult,
+    loopRunResult,
+    handleAddCondition,
+    handleUpdateCondition,
+    handleRemoveCondition,
+    handleToggleConditionLogicalOperator,
+    handleAddSubVariableCondition,
+    handleRemoveSubVariableCondition,
+    handleUpdateSubVariableCondition,
+    handleToggleSubVariableConditionLogicalOperator,
+    handleUpdateLoopCount,
+  } = useConfig(id, data)
+
+  const nodeInfo = formatTracing(loopRunResult, t)[0]
+  const logsParams = useLogs()
+
+  return (
+    <div className='mt-2'>
+      <div>
+        <Field
+          title={<div className='pl-3'>{t(`${i18nPrefix}.breakCondition`)}</div>}
+        >
+          <ConditionWrap
+            nodeId={id}
+            readOnly={readOnly}
+            handleAddCondition={handleAddCondition}
+            handleRemoveCondition={handleRemoveCondition}
+            handleUpdateCondition={handleUpdateCondition}
+            handleToggleConditionLogicalOperator={handleToggleConditionLogicalOperator}
+            handleAddSubVariableCondition={handleAddSubVariableCondition}
+            handleRemoveSubVariableCondition={handleRemoveSubVariableCondition}
+            handleUpdateSubVariableCondition={handleUpdateSubVariableCondition}
+            handleToggleSubVariableConditionLogicalOperator={handleToggleSubVariableConditionLogicalOperator}
+            availableNodes={loopChildrenNodes}
+            availableVars={childrenNodeVars}
+            conditions={inputs.break_conditions || []}
+            logicalOperator={inputs.logical_operator!}
+          />
+        </Field>
+        <Split />
+        <div className='mt-2'>
+          <Field
+            title={<div className='pl-3'>{t(`${i18nPrefix}.loopMaxCount`)}</div>}
+          >
+            <div className='px-3 py-2'>
+              <InputNumberWithSlider
+                min={1}
+                max={LOOP_NODE_MAX_COUNT}
+                value={inputs.loop_count}
+                onChange={(val) => {
+                  const roundedVal = Math.round(val)
+                  handleUpdateLoopCount(Number.isNaN(roundedVal) ? 1 : roundedVal)
+                }}
+              />
+            </div>
+          </Field>
+        </div>
+      </div>
+      {/* Error handling for the Loop node is currently not considered. */}
+      {/* <div className='px-4 py-2'>
+        <Field title={t(`${i18nPrefix}.errorResponseMethod`)} >
+          <Select items={responseMethod} defaultValue={inputs.error_handle_mode} onSelect={changeErrorResponseMode} allowSearch={false}>
+          </Select>
+        </Field>
+      </div> */}
+      {isShowSingleRun && (
+        <BeforeRunForm
+          nodeName={inputs.title}
+          onHide={hideSingleRun}
+          forms={[]}
+          runningStatus={runningStatus}
+          onRun={handleRun}
+          onStop={handleStop}
+          {...logsParams}
+          result={
+            <ResultPanel {...runResult} showSteps={false} nodeInfo={nodeInfo} {...logsParams} />
+          }
+        />
+      )}
+    </div>
+  )
+}
+
+export default React.memo(Panel)
--- a/web/app/components/workflow/nodes/loop/types.ts
+++ b/web/app/components/workflow/nodes/loop/types.ts
@@ -0,0 +1,76 @@
+import type { VarType as NumberVarType } from '../tool/types'
+import type {
+  BlockEnum,
+  CommonNodeType,
+  ErrorHandleMode,
+  ValueSelector,
+  Var,
+  VarType,
+} from '@/app/components/workflow/types'
+
+export enum LogicalOperator {
+  and = 'and',
+  or = 'or',
+}
+
+export enum ComparisonOperator {
+  contains = 'contains',
+  notContains = 'not contains',
+  startWith = 'start with',
+  endWith = 'end with',
+  is = 'is',
+  isNot = 'is not',
+  empty = 'empty',
+  notEmpty = 'not empty',
+  equal = '=',
+  notEqual = '≠',
+  largerThan = '>',
+  lessThan = '<',
+  largerThanOrEqual = '≥',
+  lessThanOrEqual = '≤',
+  isNull = 'is null',
+  isNotNull = 'is not null',
+  in = 'in',
+  notIn = 'not in',
+  allOf = 'all of',
+  exists = 'exists',
+  notExists = 'not exists',
+}
+
+export type Condition = {
+  id: string
+  varType: VarType
+  variable_selector?: ValueSelector
+  key?: string // sub variable key
+  comparison_operator?: ComparisonOperator
+  value: string | string[]
+  numberVarType?: NumberVarType
+  sub_variable_condition?: CaseItem
+}
+
+export type CaseItem = {
+  logical_operator: LogicalOperator
+  conditions: Condition[]
+}
+
+export type HandleAddCondition = (valueSelector: ValueSelector, varItem: Var) => void
+export type HandleRemoveCondition = (conditionId: string) => void
+export type HandleUpdateCondition = (conditionId: string, newCondition: Condition) => void
+export type HandleUpdateConditionLogicalOperator = (value: LogicalOperator) => void
+
+export type HandleToggleConditionLogicalOperator = () => void
+
+export type HandleAddSubVariableCondition = (conditionId: string, key?: string) => void
+export type handleRemoveSubVariableCondition = (conditionId: string, subConditionId: string) => void
+export type HandleUpdateSubVariableCondition = (conditionId: string, subConditionId: string, newSubCondition: Condition) => void
+export type HandleToggleSubVariableConditionLogicalOperator = (conditionId: string) => void
+
+export type LoopNodeType = CommonNodeType & {
+  startNodeType?: BlockEnum
+  start_node_id: string
+  loop_id?: string
+  logical_operator?: LogicalOperator
+  break_conditions?: Condition[]
+  loop_count: number
+  error_handle_mode: ErrorHandleMode // how to handle error in the iteration
+}
--- a/web/app/components/workflow/nodes/loop/use-config.ts
+++ b/web/app/components/workflow/nodes/loop/use-config.ts
@@ -0,0 +1,329 @@
+import { useCallback } from 'react'
+import produce from 'immer'
+import { useBoolean } from 'ahooks'
+import { uuid4 } from '@sentry/utils'
+import {
+  useIsChatMode,
+  useIsNodeInLoop,
+  useNodesReadOnly,
+  useWorkflow,
+} from '../../hooks'
+import { VarType } from '../../types'
+import type { ErrorHandleMode, ValueSelector, Var } from '../../types'
+import useNodeCrud from '../_base/hooks/use-node-crud'
+import { getNodeInfoById, getNodeUsedVarPassToServerKey, getNodeUsedVars, isSystemVar, toNodeOutputVars } from '../_base/components/variable/utils'
+import useOneStepRun from '../_base/hooks/use-one-step-run'
+import { getOperators } from './utils'
+import { LogicalOperator } from './types'
+import type { HandleAddCondition, HandleAddSubVariableCondition, HandleRemoveCondition, HandleToggleConditionLogicalOperator, HandleToggleSubVariableConditionLogicalOperator, HandleUpdateCondition, HandleUpdateSubVariableCondition, LoopNodeType } from './types'
+import useIsVarFileAttribute from './use-is-var-file-attribute'
+
+const DELIMITER = '@@@@@'
+const useConfig = (id: string, payload: LoopNodeType) => {
+  const { nodesReadOnly: readOnly } = useNodesReadOnly()
+  const { isNodeInLoop } = useIsNodeInLoop(id)
+  const isChatMode = useIsChatMode()
+
+  const { inputs, setInputs } = useNodeCrud<LoopNodeType>(id, payload)
+
+  const filterInputVar = useCallback((varPayload: Var) => {
+    return [VarType.array, VarType.arrayString, VarType.arrayNumber, VarType.arrayObject, VarType.arrayFile].includes(varPayload.type)
+  }, [])
+
+  // output
+  const { getLoopNodeChildren, getBeforeNodesInSameBranch } = useWorkflow()
+  const beforeNodes = getBeforeNodesInSameBranch(id)
+  const loopChildrenNodes = getLoopNodeChildren(id)
+  const canChooseVarNodes = [...beforeNodes, ...loopChildrenNodes]
+  const childrenNodeVars = toNodeOutputVars(loopChildrenNodes, isChatMode)
+
+  // single run
+  const loopInputKey = `${id}.input_selector`
+  const {
+    isShowSingleRun,
+    showSingleRun,
+    hideSingleRun,
+    toVarInputs,
+    runningStatus,
+    handleRun: doHandleRun,
+    handleStop,
+    runInputData,
+    setRunInputData,
+    runResult,
+    loopRunResult,
+  } = useOneStepRun<LoopNodeType>({
+    id,
+    data: inputs,
+    loopInputKey,
+    defaultRunInputData: {
+      [loopInputKey]: [''],
+    },
+  })
+
+  const [isShowLoopDetail, {
+    setTrue: doShowLoopDetail,
+    setFalse: doHideLoopDetail,
+  }] = useBoolean(false)
+
+  const hideLoopDetail = useCallback(() => {
+    hideSingleRun()
+    doHideLoopDetail()
+  }, [doHideLoopDetail, hideSingleRun])
+
+  const showLoopDetail = useCallback(() => {
+    doShowLoopDetail()
+  }, [doShowLoopDetail])
+
+  const backToSingleRun = useCallback(() => {
+    hideLoopDetail()
+    showSingleRun()
+  }, [hideLoopDetail, showSingleRun])
+
+  const {
+    getIsVarFileAttribute,
+  } = useIsVarFileAttribute({
+    nodeId: id,
+  })
+
+  const { usedOutVars, allVarObject } = (() => {
+    const vars: ValueSelector[] = []
+    const varObjs: Record<string, boolean> = {}
+    const allVarObject: Record<string, {
+      inSingleRunPassedKey: string
+    }> = {}
+    loopChildrenNodes.forEach((node) => {
+      const nodeVars = getNodeUsedVars(node).filter(item => item && item.length > 0)
+      nodeVars.forEach((varSelector) => {
+        if (varSelector[0] === id) { // skip Loop node itself variable: item, index
+          return
+        }
+        const isInLoop = isNodeInLoop(varSelector[0])
+        if (isInLoop) // not pass loop inner variable
+          return
+
+        const varSectorStr = varSelector.join('.')
+        if (!varObjs[varSectorStr]) {
+          varObjs[varSectorStr] = true
+          vars.push(varSelector)
+        }
+        let passToServerKeys = getNodeUsedVarPassToServerKey(node, varSelector)
+        if (typeof passToServerKeys === 'string')
+          passToServerKeys = [passToServerKeys]
+
+        passToServerKeys.forEach((key: string, index: number) => {
+          allVarObject[[varSectorStr, node.id, index].join(DELIMITER)] = {
+            inSingleRunPassedKey: key,
+          }
+        })
+      })
+    })
+    const res = toVarInputs(vars.map((item) => {
+      const varInfo = getNodeInfoById(canChooseVarNodes, item[0])
+      return {
+        label: {
+          nodeType: varInfo?.data.type,
+          nodeName: varInfo?.data.title || canChooseVarNodes[0]?.data.title, // default start node title
+          variable: isSystemVar(item) ? item.join('.') : item[item.length - 1],
+        },
+        variable: `${item.join('.')}`,
+        value_selector: item,
+      }
+    }))
+    return {
+      usedOutVars: res,
+      allVarObject,
+    }
+  })()
+
+  const handleRun = useCallback((data: Record<string, any>) => {
+    const formattedData: Record<string, any> = {}
+    Object.keys(allVarObject).forEach((key) => {
+      const [varSectorStr, nodeId] = key.split(DELIMITER)
+      formattedData[`${nodeId}.${allVarObject[key].inSingleRunPassedKey}`] = data[varSectorStr]
+    })
+    formattedData[loopInputKey] = data[loopInputKey]
+    doHandleRun(formattedData)
+  }, [allVarObject, doHandleRun, loopInputKey])
+
+  const inputVarValues = (() => {
+    const vars: Record<string, any> = {}
+    Object.keys(runInputData)
+      .filter(key => ![loopInputKey].includes(key))
+      .forEach((key) => {
+        vars[key] = runInputData[key]
+      })
+    return vars
+  })()
+
+  const setInputVarValues = useCallback((newPayload: Record<string, any>) => {
+    const newVars = {
+      ...newPayload,
+      [loopInputKey]: runInputData[loopInputKey],
+    }
+    setRunInputData(newVars)
+  }, [loopInputKey, runInputData, setRunInputData])
+
+  const loop = runInputData[loopInputKey]
+  const setLoop = useCallback((newLoop: string[]) => {
+    setRunInputData({
+      ...runInputData,
+      [loopInputKey]: newLoop,
+    })
+  }, [loopInputKey, runInputData, setRunInputData])
+
+  const changeErrorResponseMode = useCallback((item: { value: unknown }) => {
+    const newInputs = produce(inputs, (draft) => {
+      draft.error_handle_mode = item.value as ErrorHandleMode
+    })
+    setInputs(newInputs)
+  }, [inputs, setInputs])
+
+  const handleAddCondition = useCallback<HandleAddCondition>((valueSelector, varItem) => {
+    const newInputs = produce(inputs, (draft) => {
+      if (!draft.break_conditions)
+        draft.break_conditions = []
+
+      draft.break_conditions?.push({
+        id: uuid4(),
+        varType: varItem.type,
+        variable_selector: valueSelector,
+        comparison_operator: getOperators(varItem.type, getIsVarFileAttribute(valueSelector) ? { key: valueSelector.slice(-1)[0] } : undefined)[0],
+        value: '',
+      })
+    })
+    setInputs(newInputs)
+  }, [getIsVarFileAttribute, inputs, setInputs])
+
+  const handleRemoveCondition = useCallback<HandleRemoveCondition>((conditionId) => {
+    const newInputs = produce(inputs, (draft) => {
+      draft.break_conditions = draft.break_conditions?.filter(item => item.id !== conditionId)
+    })
+    setInputs(newInputs)
+  }, [inputs, setInputs])
+
+  const handleUpdateCondition = useCallback<HandleUpdateCondition>((conditionId, newCondition) => {
+    const newInputs = produce(inputs, (draft) => {
+      const targetCondition = draft.break_conditions?.find(item => item.id === conditionId)
+      if (targetCondition)
+        Object.assign(targetCondition, newCondition)
+    })
+    setInputs(newInputs)
+  }, [inputs, setInputs])
+
+  const handleToggleConditionLogicalOperator = useCallback<HandleToggleConditionLogicalOperator>(() => {
+    const newInputs = produce(inputs, (draft) => {
+      draft.logical_operator = draft.logical_operator === LogicalOperator.and ? LogicalOperator.or : LogicalOperator.and
+    })
+    setInputs(newInputs)
+  }, [inputs, setInputs])
+
+  const handleAddSubVariableCondition = useCallback<HandleAddSubVariableCondition>((conditionId: string, key?: string) => {
+    const newInputs = produce(inputs, (draft) => {
+      const condition = draft.break_conditions?.find(item => item.id === conditionId)
+      if (!condition)
+        return
+      if (!condition?.sub_variable_condition) {
+        condition.sub_variable_condition = {
+          logical_operator: LogicalOperator.and,
+          conditions: [],
+        }
+      }
+      const subVarCondition = condition.sub_variable_condition
+      if (subVarCondition) {
+        if (!subVarCondition.conditions)
+          subVarCondition.conditions = []
+
+        const svcComparisonOperators = getOperators(VarType.string, { key: key || '' })
+
+        subVarCondition.conditions.push({
+          id: uuid4(),
+          key: key || '',
+          varType: VarType.string,
+          comparison_operator: (svcComparisonOperators && svcComparisonOperators.length) ? svcComparisonOperators[0] : undefined,
+          value: '',
+        })
+      }
+    })
+    setInputs(newInputs)
+  }, [inputs, setInputs])
+
+  const handleRemoveSubVariableCondition = useCallback((conditionId: string, subConditionId: string) => {
+    const newInputs = produce(inputs, (draft) => {
+      const condition = draft.break_conditions?.find(item => item.id === conditionId)
+      if (!condition)
+        return
+      if (!condition?.sub_variable_condition)
+        return
+      const subVarCondition = condition.sub_variable_condition
+      if (subVarCondition)
+        subVarCondition.conditions = subVarCondition.conditions.filter(item => item.id !== subConditionId)
+    })
+    setInputs(newInputs)
+  }, [inputs, setInputs])
+
+  const handleUpdateSubVariableCondition = useCallback<HandleUpdateSubVariableCondition>((conditionId, subConditionId, newSubCondition) => {
+    const newInputs = produce(inputs, (draft) => {
+      const targetCondition = draft.break_conditions?.find(item => item.id === conditionId)
+      if (targetCondition && targetCondition.sub_variable_condition) {
+        const targetSubCondition = targetCondition.sub_variable_condition.conditions.find(item => item.id === subConditionId)
+        if (targetSubCondition)
+          Object.assign(targetSubCondition, newSubCondition)
+      }
+    })
+    setInputs(newInputs)
+  }, [inputs, setInputs])
+
+  const handleToggleSubVariableConditionLogicalOperator = useCallback<HandleToggleSubVariableConditionLogicalOperator>((conditionId) => {
+    const newInputs = produce(inputs, (draft) => {
+      const targetCondition = draft.break_conditions?.find(item => item.id === conditionId)
+      if (targetCondition && targetCondition.sub_variable_condition)
+        targetCondition.sub_variable_condition.logical_operator = targetCondition.sub_variable_condition.logical_operator === LogicalOperator.and ? LogicalOperator.or : LogicalOperator.and
+    })
+    setInputs(newInputs)
+  }, [inputs, setInputs])
+
+  const handleUpdateLoopCount = useCallback((value: number) => {
+    const newInputs = produce(inputs, (draft) => {
+      draft.loop_count = value
+    })
+    setInputs(newInputs)
+  }, [inputs, setInputs])
+
+  return {
+    readOnly,
+    inputs,
+    filterInputVar,
+    childrenNodeVars,
+    loopChildrenNodes,
+    isShowSingleRun,
+    showSingleRun,
+    hideSingleRun,
+    isShowLoopDetail,
+    showLoopDetail,
+    hideLoopDetail,
+    backToSingleRun,
+    runningStatus,
+    handleRun,
+    handleStop,
+    runResult,
+    inputVarValues,
+    setInputVarValues,
+    usedOutVars,
+    loop,
+    setLoop,
+    loopInputKey,
+    loopRunResult,
+    handleAddCondition,
+    handleRemoveCondition,
+    handleUpdateCondition,
+    handleToggleConditionLogicalOperator,
+    handleAddSubVariableCondition,
+    handleUpdateSubVariableCondition,
+    handleRemoveSubVariableCondition,
+    handleToggleSubVariableConditionLogicalOperator,
+    handleUpdateLoopCount,
+    changeErrorResponseMode,
+  }
+}
+
+export default useConfig
--- a/web/app/components/workflow/nodes/loop/use-interactions.ts
+++ b/web/app/components/workflow/nodes/loop/use-interactions.ts
@@ -0,0 +1,146 @@
+import { useCallback } from 'react'
+import produce from 'immer'
+import { useTranslation } from 'react-i18next'
+import { useStoreApi } from 'reactflow'
+import type {
+  BlockEnum,
+  Node,
+} from '../../types'
+import { generateNewNode } from '../../utils'
+import {
+  LOOP_PADDING,
+  NODES_INITIAL_DATA,
+} from '../../constants'
+import { CUSTOM_LOOP_START_NODE } from '../loop-start/constants'
+
+export const useNodeLoopInteractions = () => {
+  const { t } = useTranslation()
+  const store = useStoreApi()
+
+  const handleNodeLoopRerender = useCallback((nodeId: string) => {
+    const {
+      getNodes,
+      setNodes,
+    } = store.getState()
+
+    const nodes = getNodes()
+    const currentNode = nodes.find(n => n.id === nodeId)!
+    const childrenNodes = nodes.filter(n => n.parentId === nodeId)
+    let rightNode: Node
+    let bottomNode: Node
+
+    childrenNodes.forEach((n) => {
+      if (rightNode) {
+        if (n.position.x + n.width! > rightNode.position.x + rightNode.width!)
+          rightNode = n
+      }
+      else {
+        rightNode = n
+      }
+      if (bottomNode) {
+        if (n.position.y + n.height! > bottomNode.position.y + bottomNode.height!)
+          bottomNode = n
+      }
+      else {
+        bottomNode = n
+      }
+    })
+
+    const widthShouldExtend = rightNode! && currentNode.width! < rightNode.position.x + rightNode.width!
+    const heightShouldExtend = bottomNode! && currentNode.height! < bottomNode.position.y + bottomNode.height!
+
+    if (widthShouldExtend || heightShouldExtend) {
+      const newNodes = produce(nodes, (draft) => {
+        draft.forEach((n) => {
+          if (n.id === nodeId) {
+            if (widthShouldExtend) {
+              n.data.width = rightNode.position.x + rightNode.width! + LOOP_PADDING.right
+              n.width = rightNode.position.x + rightNode.width! + LOOP_PADDING.right
+            }
+            if (heightShouldExtend) {
+              n.data.height = bottomNode.position.y + bottomNode.height! + LOOP_PADDING.bottom
+              n.height = bottomNode.position.y + bottomNode.height! + LOOP_PADDING.bottom
+            }
+          }
+        })
+      })
+
+      setNodes(newNodes)
+    }
+  }, [store])
+
+  const handleNodeLoopChildDrag = useCallback((node: Node) => {
+    const { getNodes } = store.getState()
+    const nodes = getNodes()
+
+    const restrictPosition: { x?: number; y?: number } = { x: undefined, y: undefined }
+
+    if (node.data.isInLoop) {
+      const parentNode = nodes.find(n => n.id === node.parentId)
+
+      if (parentNode) {
+        if (node.position.y < LOOP_PADDING.top)
+          restrictPosition.y = LOOP_PADDING.top
+        if (node.position.x < LOOP_PADDING.left)
+          restrictPosition.x = LOOP_PADDING.left
+        if (node.position.x + node.width! > parentNode!.width! - LOOP_PADDING.right)
+          restrictPosition.x = parentNode!.width! - LOOP_PADDING.right - node.width!
+        if (node.position.y + node.height! > parentNode!.height! - LOOP_PADDING.bottom)
+          restrictPosition.y = parentNode!.height! - LOOP_PADDING.bottom - node.height!
+      }
+    }
+
+    return {
+      restrictPosition,
+    }
+  }, [store])
+
+  const handleNodeLoopChildSizeChange = useCallback((nodeId: string) => {
+    const { getNodes } = store.getState()
+    const nodes = getNodes()
+    const currentNode = nodes.find(n => n.id === nodeId)!
+    const parentId = currentNode.parentId
+
+    if (parentId)
+      handleNodeLoopRerender(parentId)
+  }, [store, handleNodeLoopRerender])
+
+  const handleNodeLoopChildrenCopy = useCallback((nodeId: string, newNodeId: string) => {
+    const { getNodes } = store.getState()
+    const nodes = getNodes()
+    const childrenNodes = nodes.filter(n => n.parentId === nodeId && n.type !== CUSTOM_LOOP_START_NODE)
+
+    return childrenNodes.map((child, index) => {
+      const childNodeType = child.data.type as BlockEnum
+      const nodesWithSameType = nodes.filter(node => node.data.type === childNodeType)
+      const { newNode } = generateNewNode({
+
+        data: {
+          ...NODES_INITIAL_DATA[childNodeType],
+          ...child.data,
+          selected: false,
+          _isBundled: false,
+          _connectedSourceHandleIds: [],
+          _connectedTargetHandleIds: [],
+          title: nodesWithSameType.length > 0 ? `${t(`workflow.blocks.${childNodeType}`)} ${nodesWithSameType.length + 1}` : t(`workflow.blocks.${childNodeType}`),
+          loop_id: newNodeId,
+
+        },
+        position: child.position,
+        positionAbsolute: child.positionAbsolute,
+        parentId: newNodeId,
+        extent: child.extent,
+        zIndex: child.zIndex,
+      })
+      newNode.id = `${newNodeId}${newNode.id + index}`
+      return newNode
+    })
+  }, [store, t])
+
+  return {
+    handleNodeLoopRerender,
+    handleNodeLoopChildDrag,
+    handleNodeLoopChildSizeChange,
+    handleNodeLoopChildrenCopy,
+  }
+}
--- a/web/app/components/workflow/nodes/loop/use-is-var-file-attribute.ts
+++ b/web/app/components/workflow/nodes/loop/use-is-var-file-attribute.ts
@@ -0,0 +1,35 @@
+import { useMemo } from 'react'
+import { useIsChatMode, useWorkflow, useWorkflowVariables } from '../../hooks'
+import type { ValueSelector } from '../../types'
+import { VarType } from '../../types'
+
+type Params = {
+  nodeId: string
+}
+const useIsVarFileAttribute = ({
+  nodeId,
+}: Params) => {
+  const isChatMode = useIsChatMode()
+  const { getBeforeNodesInSameBranch } = useWorkflow()
+  const availableNodes = useMemo(() => {
+    return getBeforeNodesInSameBranch(nodeId)
+  }, [getBeforeNodesInSameBranch, nodeId])
+  const { getCurrentVariableType } = useWorkflowVariables()
+  const getIsVarFileAttribute = (variable: ValueSelector) => {
+    if (variable.length !== 3)
+      return false
+    const parentVariable = variable.slice(0, 2)
+    const varType = getCurrentVariableType({
+      valueSelector: parentVariable,
+      availableNodes,
+      isChatMode,
+      isConstant: false,
+    })
+    return varType === VarType.file
+  }
+  return {
+    getIsVarFileAttribute,
+  }
+}
+
+export default useIsVarFileAttribute
--- a/web/app/components/workflow/nodes/loop/utils.ts
+++ b/web/app/components/workflow/nodes/loop/utils.ts
@@ -0,0 +1,179 @@
+import { ComparisonOperator } from './types'
+import { VarType } from '@/app/components/workflow/types'
+import type { Branch } from '@/app/components/workflow/types'
+
+export const isEmptyRelatedOperator = (operator: ComparisonOperator) => {
+  return [ComparisonOperator.empty, ComparisonOperator.notEmpty, ComparisonOperator.isNull, ComparisonOperator.isNotNull, ComparisonOperator.exists, ComparisonOperator.notExists].includes(operator)
+}
+
+const notTranslateKey = [
+  ComparisonOperator.equal, ComparisonOperator.notEqual,
+  ComparisonOperator.largerThan, ComparisonOperator.largerThanOrEqual,
+  ComparisonOperator.lessThan, ComparisonOperator.lessThanOrEqual,
+]
+
+export const isComparisonOperatorNeedTranslate = (operator?: ComparisonOperator) => {
+  if (!operator)
+    return false
+  return !notTranslateKey.includes(operator)
+}
+
+export const getOperators = (type?: VarType, file?: { key: string }) => {
+  const isFile = !!file
+  if (isFile) {
+    const { key } = file
+
+    switch (key) {
+      case 'name':
+        return [
+          ComparisonOperator.contains,
+          ComparisonOperator.notContains,
+          ComparisonOperator.startWith,
+          ComparisonOperator.endWith,
+          ComparisonOperator.is,
+          ComparisonOperator.isNot,
+          ComparisonOperator.empty,
+          ComparisonOperator.notEmpty,
+        ]
+      case 'type':
+        return [
+          ComparisonOperator.in,
+          ComparisonOperator.notIn,
+        ]
+      case 'size':
+        return [
+          ComparisonOperator.largerThan,
+          ComparisonOperator.largerThanOrEqual,
+          ComparisonOperator.lessThan,
+          ComparisonOperator.lessThanOrEqual,
+        ]
+      case 'extension':
+        return [
+          ComparisonOperator.is,
+          ComparisonOperator.isNot,
+          ComparisonOperator.contains,
+          ComparisonOperator.notContains,
+        ]
+      case 'mime_type':
+        return [
+          ComparisonOperator.contains,
+          ComparisonOperator.notContains,
+          ComparisonOperator.startWith,
+          ComparisonOperator.endWith,
+          ComparisonOperator.is,
+          ComparisonOperator.isNot,
+          ComparisonOperator.empty,
+          ComparisonOperator.notEmpty,
+        ]
+      case 'transfer_method':
+        return [
+          ComparisonOperator.in,
+          ComparisonOperator.notIn,
+        ]
+      case 'url':
+        return [
+          ComparisonOperator.contains,
+          ComparisonOperator.notContains,
+          ComparisonOperator.startWith,
+          ComparisonOperator.endWith,
+          ComparisonOperator.is,
+          ComparisonOperator.isNot,
+          ComparisonOperator.empty,
+          ComparisonOperator.notEmpty,
+        ]
+    }
+    return []
+  }
+  switch (type) {
+    case VarType.string:
+      return [
+        ComparisonOperator.contains,
+        ComparisonOperator.notContains,
+        ComparisonOperator.startWith,
+        ComparisonOperator.endWith,
+        ComparisonOperator.is,
+        ComparisonOperator.isNot,
+        ComparisonOperator.empty,
+        ComparisonOperator.notEmpty,
+      ]
+    case VarType.number:
+      return [
+        ComparisonOperator.equal,
+        ComparisonOperator.notEqual,
+        ComparisonOperator.largerThan,
+        ComparisonOperator.lessThan,
+        ComparisonOperator.largerThanOrEqual,
+        ComparisonOperator.lessThanOrEqual,
+        ComparisonOperator.empty,
+        ComparisonOperator.notEmpty,
+      ]
+    case VarType.object:
+      return [
+        ComparisonOperator.empty,
+        ComparisonOperator.notEmpty,
+      ]
+    case VarType.file:
+      return [
+        ComparisonOperator.exists,
+        ComparisonOperator.notExists,
+      ]
+    case VarType.arrayString:
+    case VarType.arrayNumber:
+      return [
+        ComparisonOperator.contains,
+        ComparisonOperator.notContains,
+        ComparisonOperator.empty,
+        ComparisonOperator.notEmpty,
+      ]
+    case VarType.array:
+    case VarType.arrayObject:
+      return [
+        ComparisonOperator.empty,
+        ComparisonOperator.notEmpty,
+      ]
+    case VarType.arrayFile:
+      return [
+        ComparisonOperator.contains,
+        ComparisonOperator.notContains,
+        ComparisonOperator.allOf,
+        ComparisonOperator.empty,
+        ComparisonOperator.notEmpty,
+      ]
+    default:
+      return [
+        ComparisonOperator.is,
+        ComparisonOperator.isNot,
+        ComparisonOperator.empty,
+        ComparisonOperator.notEmpty,
+      ]
+  }
+}
+
+export const comparisonOperatorNotRequireValue = (operator?: ComparisonOperator) => {
+  if (!operator)
+    return false
+
+  return [ComparisonOperator.empty, ComparisonOperator.notEmpty, ComparisonOperator.isNull, ComparisonOperator.isNotNull, ComparisonOperator.exists, ComparisonOperator.notExists].includes(operator)
+}
+
+export const branchNameCorrect = (branches: Branch[]) => {
+  const branchLength = branches.length
+  if (branchLength < 2)
+    throw new Error('if-else node branch number must than 2')
+
+  if (branchLength === 2) {
+    return branches.map((branch) => {
+      return {
+        ...branch,
+        name: branch.id === 'false' ? 'ELSE' : 'IF',
+      }
+    })
+  }
+
+  return branches.map((branch, index) => {
+    return {
+      ...branch,
+      name: branch.id === 'false' ? 'ELSE' : `CASE ${index + 1}`,
+    }
+  })
+}
				`@@ -0,0 +1 @@`
				`export const CUSTOM_LOOP_START_NODE = 'custom-loop-start'`