diff --git a/web/app/components/header/account-setting/model-provider-page/model-parameter-modal/agent-model-trigger.tsx b/web/app/components/header/account-setting/model-provider-page/model-parameter-modal/agent-model-trigger.tsx
index 52b73924cc..c78b4a98c6 100644
--- a/web/app/components/header/account-setting/model-provider-page/model-parameter-modal/agent-model-trigger.tsx
+++ b/web/app/components/header/account-setting/model-provider-page/model-parameter-modal/agent-model-trigger.tsx
@@ -72,6 +72,7 @@ const AgentModelTrigger: FC<AgentModelTriggerProps> = ({
   const [inModelList, setInModelList] = useState(false)
   const invalidateInstalledPluginList = useInvalidateInstalledPluginList()
   const handleOpenModal = useModelModalHandler()
+
   useEffect(() => {
     (async () => {
       if (modelId && currentProvider) {
@@ -96,11 +97,8 @@ const AgentModelTrigger: FC<AgentModelTriggerProps> = ({
         catch (error) {
           // pass
         }
-        setIsPluginChecked(true)
-      }
-      else {
-        setIsPluginChecked(true)
       }
+      setIsPluginChecked(true)
     })()
   }, [providerName, modelId, currentProvider])
 
diff --git a/web/app/components/plugins/plugin-detail-panel/tool-selector/index.tsx b/web/app/components/plugins/plugin-detail-panel/tool-selector/index.tsx
index d00b65f16d..1be8498788 100644
--- a/web/app/components/plugins/plugin-detail-panel/tool-selector/index.tsx
+++ b/web/app/components/plugins/plugin-detail-panel/tool-selector/index.tsx
@@ -119,7 +119,7 @@ const ToolSelector: FC<Props> = ({
       },
     }
     onSelect(toolValue)
-    setIsShowChooseTool(false)
+    // setIsShowChooseTool(false)
   }
 
   const handleDescriptionChange = (e: React.ChangeEvent<HTMLTextAreaElement>) => {
diff --git a/web/app/components/plugins/plugin-item/index.tsx b/web/app/components/plugins/plugin-item/index.tsx
index 3dd520d39a..0c74f90a1b 100644
--- a/web/app/components/plugins/plugin-item/index.tsx
+++ b/web/app/components/plugins/plugin-item/index.tsx
@@ -130,11 +130,15 @@ const PluginItem: FC<Props> = ({
             packageName={name}
             packageNameClassName='w-auto max-w-[150px]'
           />
-          <div className='mx-2 text-text-quaternary system-xs-regular'>·</div>
-          <div className='flex text-text-tertiary system-xs-regular space-x-1'>
-            <RiLoginCircleLine className='w-4 h-4' />
-            <span>{t('plugin.endpointsEnabled', { num: endpoints_active })}</span>
-          </div>
+          {category === PluginType.extension && (
+            <>
+              <div className='mx-2 text-text-quaternary system-xs-regular'>·</div>
+              <div className='flex text-text-tertiary system-xs-regular space-x-1'>
+                <RiLoginCircleLine className='w-4 h-4' />
+                <span>{t('plugin.endpointsEnabled', { num: endpoints_active })}</span>
+              </div>
+            </>
+          )}
         </div>
 
         <div className='flex items-center'>
@@ -154,7 +158,7 @@ const PluginItem: FC<Props> = ({
             && <>
               <a href={`${MARKETPLACE_URL_PREFIX}/plugins/${author}/${name}`} target='_blank' className='flex items-center gap-0.5'>
                 <div className='text-text-tertiary system-2xs-medium-uppercase'>{t('plugin.from')} <span className='text-text-secondary'>marketplace</span></div>
-                <RiArrowRightUpLine className='w-3 h-3' />
+                <RiArrowRightUpLine className='w-3 h-3 text-text-tertiary' />
               </a>
             </>
           }
diff --git a/web/app/components/workflow/hooks/use-checklist.ts b/web/app/components/workflow/hooks/use-checklist.ts
index 722ae5f032..b7e717de2b 100644
--- a/web/app/components/workflow/hooks/use-checklist.ts
+++ b/web/app/components/workflow/hooks/use-checklist.ts
@@ -35,7 +35,7 @@ export const useChecklist = (nodes: Node[], edges: Edge[]) => {
   const buildInTools = useStore(s => s.buildInTools)
   const customTools = useStore(s => s.customTools)
   const workflowTools = useStore(s => s.workflowTools)
-  const { data: agentStrategies } = useStrategyProviders()
+  const { data: strategyProviders } = useStrategyProviders()
 
   const needWarningNodes = useMemo(() => {
     const list = []
@@ -62,12 +62,14 @@ export const useChecklist = (nodes: Node[], edges: Edge[]) => {
 
       if (node.data.type === BlockEnum.Agent) {
         const data = node.data as AgentNodeType
-        const provider = agentStrategies?.find(s => s.plugin_unique_identifier === data.plugin_unique_identifier)
+        const isReadyForCheckValid = !!strategyProviders
+        const provider = strategyProviders?.find(provider => provider.declaration.identity.name === data.agent_strategy_provider_name)
         const strategy = provider?.declaration.strategies?.find(s => s.identity.name === data.agent_strategy_name)
         moreDataForCheckValid = {
           provider,
           strategy,
           language,
+          isReadyForCheckValid,
         }
       }
 
@@ -106,7 +108,7 @@ export const useChecklist = (nodes: Node[], edges: Edge[]) => {
     }
 
     return list
-  }, [nodes, edges, isChatMode, buildInTools, customTools, workflowTools, language, nodesExtraData, t, agentStrategies])
+  }, [nodes, edges, isChatMode, buildInTools, customTools, workflowTools, language, nodesExtraData, t, strategyProviders])
 
   return needWarningNodes
 }
diff --git a/web/app/components/workflow/hooks/use-workflow-run-event/index.ts b/web/app/components/workflow/hooks/use-workflow-run-event/index.ts
index 61216017e0..70528f7e79 100644
--- a/web/app/components/workflow/hooks/use-workflow-run-event/index.ts
+++ b/web/app/components/workflow/hooks/use-workflow-run-event/index.ts
@@ -9,3 +9,4 @@ export * from './use-workflow-node-iteration-finished'
 export * from './use-workflow-node-retry'
 export * from './use-workflow-text-chunk'
 export * from './use-workflow-text-replace'
+export * from './use-workflow-agent-log'
diff --git a/web/app/components/workflow/hooks/use-workflow-run-event/use-workflow-agent-log.ts b/web/app/components/workflow/hooks/use-workflow-run-event/use-workflow-agent-log.ts
new file mode 100644
index 0000000000..9a9fa628c0
--- /dev/null
+++ b/web/app/components/workflow/hooks/use-workflow-run-event/use-workflow-agent-log.ts
@@ -0,0 +1,50 @@
+import { useCallback } from 'react'
+import produce from 'immer'
+import type { AgentLogResponse } from '@/types/workflow'
+import { useWorkflowStore } from '@/app/components/workflow/store'
+
+export const useWorkflowAgentLog = () => {
+  const workflowStore = useWorkflowStore()
+
+  const handleWorkflowAgentLog = useCallback((params: AgentLogResponse) => {
+    const { data } = params
+    const {
+      workflowRunningData,
+      setWorkflowRunningData,
+    } = workflowStore.getState()
+
+    setWorkflowRunningData(produce(workflowRunningData!, (draft) => {
+      const currentIndex = draft.tracing!.findIndex(item => item.node_id === data.node_id)
+      if (currentIndex > -1) {
+        const current = draft.tracing![currentIndex]
+
+        if (current.execution_metadata) {
+          if (current.execution_metadata.agent_log) {
+            const currentLogIndex = current.execution_metadata.agent_log.findIndex(log => log.id === data.id)
+            if (currentLogIndex > -1) {
+              current.execution_metadata.agent_log[currentLogIndex] = {
+                ...current.execution_metadata.agent_log[currentLogIndex],
+                ...data,
+              }
+            }
+            else {
+              current.execution_metadata.agent_log.push(data)
+            }
+          }
+          else {
+            current.execution_metadata.agent_log = [data]
+          }
+        }
+        else {
+          current.execution_metadata = {
+            agent_log: [data],
+          } as any
+        }
+      }
+    }))
+  }, [workflowStore])
+
+  return {
+    handleWorkflowAgentLog,
+  }
+}
diff --git a/web/app/components/workflow/hooks/use-workflow-run-event/use-workflow-run-event.ts b/web/app/components/workflow/hooks/use-workflow-run-event/use-workflow-run-event.ts
index 82b76da22d..8ba6220818 100644
--- a/web/app/components/workflow/hooks/use-workflow-run-event/use-workflow-run-event.ts
+++ b/web/app/components/workflow/hooks/use-workflow-run-event/use-workflow-run-event.ts
@@ -1,4 +1,5 @@
 import {
+  useWorkflowAgentLog,
   useWorkflowFailed,
   useWorkflowFinished,
   useWorkflowNodeFinished,
@@ -24,6 +25,7 @@ export const useWorkflowRunEvent = () => {
   const { handleWorkflowNodeRetry } = useWorkflowNodeRetry()
   const { handleWorkflowTextChunk } = useWorkflowTextChunk()
   const { handleWorkflowTextReplace } = useWorkflowTextReplace()
+  const { handleWorkflowAgentLog } = useWorkflowAgentLog()
 
   return {
     handleWorkflowStarted,
@@ -37,5 +39,6 @@ export const useWorkflowRunEvent = () => {
     handleWorkflowNodeRetry,
     handleWorkflowTextChunk,
     handleWorkflowTextReplace,
+    handleWorkflowAgentLog,
   }
 }
diff --git a/web/app/components/workflow/hooks/use-workflow-run.ts b/web/app/components/workflow/hooks/use-workflow-run.ts
index f49ffc6b5b..6fe02d91da 100644
--- a/web/app/components/workflow/hooks/use-workflow-run.ts
+++ b/web/app/components/workflow/hooks/use-workflow-run.ts
@@ -37,6 +37,7 @@ export const useWorkflowRun = () => {
     handleWorkflowNodeIterationNext,
     handleWorkflowNodeIterationFinished,
     handleWorkflowNodeRetry,
+    handleWorkflowAgentLog,
     handleWorkflowTextChunk,
     handleWorkflowTextReplace,
   } = useWorkflowRunEvent()
@@ -118,6 +119,7 @@ export const useWorkflowRun = () => {
       onIterationNext,
       onIterationFinish,
       onNodeRetry,
+      onAgentLog,
       onError,
       ...restCallback
     } = callback || {}
@@ -234,6 +236,12 @@ export const useWorkflowRun = () => {
           if (onNodeRetry)
             onNodeRetry(params)
         },
+        onAgentLog: (params) => {
+          handleWorkflowAgentLog(params)
+
+          if (onAgentLog)
+            onAgentLog(params)
+        },
         onTextChunk: (params) => {
           handleWorkflowTextChunk(params)
         },
@@ -252,7 +260,7 @@ export const useWorkflowRun = () => {
         ...restCallback,
       },
     )
-  }, [store, workflowStore, doSyncWorkflowDraft, handleWorkflowStarted, handleWorkflowFinished, handleWorkflowFailed, handleWorkflowNodeStarted, handleWorkflowNodeFinished, handleWorkflowNodeIterationStarted, handleWorkflowNodeIterationNext, handleWorkflowNodeIterationFinished, handleWorkflowNodeRetry, handleWorkflowTextChunk, handleWorkflowTextReplace, pathname])
+  }, [store, workflowStore, doSyncWorkflowDraft, handleWorkflowStarted, handleWorkflowFinished, handleWorkflowFailed, handleWorkflowNodeStarted, handleWorkflowNodeFinished, handleWorkflowNodeIterationStarted, handleWorkflowNodeIterationNext, handleWorkflowNodeIterationFinished, handleWorkflowNodeRetry, handleWorkflowTextChunk, handleWorkflowTextReplace, handleWorkflowAgentLog, pathname])
 
   const handleStopRun = useCallback((taskId: string) => {
     const appId = useAppStore.getState().appDetail?.id
diff --git a/web/app/components/workflow/nodes/agent/components/model-bar.tsx b/web/app/components/workflow/nodes/agent/components/model-bar.tsx
index dffbf40d36..1b2007070f 100644
--- a/web/app/components/workflow/nodes/agent/components/model-bar.tsx
+++ b/web/app/components/workflow/nodes/agent/components/model-bar.tsx
@@ -35,14 +35,22 @@ export const ModelBar: FC<ModelBarProps> = (props) => {
   const { t } = useTranslation()
   const modelList = useAllModel()
   if (!('provider' in props)) {
-    return <ModelSelector
-      modelList={[]}
-      triggerClassName='bg-workflow-block-parma-bg !h-6 !rounded-md'
-      defaultModel={undefined}
-      showDeprecatedWarnIcon={false}
-      readonly
-      deprecatedClassName='opacity-50'
-    />
+    return <Tooltip
+      popupContent={t('workflow.nodes.agent.modelNotSelected')}
+      triggerMethod='hover'
+    >
+      <div className='relative'>
+        <ModelSelector
+          modelList={[]}
+          triggerClassName='bg-workflow-block-parma-bg !h-6 !rounded-md'
+          defaultModel={undefined}
+          showDeprecatedWarnIcon={false}
+          readonly
+          deprecatedClassName='opacity-50'
+        />
+        <Indicator color={'red'} className='absolute -right-0.5 -top-0.5' />
+      </div>
+    </Tooltip>
   }
   const modelInstalled = modelList?.some(
     provider => provider.provider === props.provider && provider.models.some(model => model.model === props.model))
diff --git a/web/app/components/workflow/nodes/agent/components/tool-icon.tsx b/web/app/components/workflow/nodes/agent/components/tool-icon.tsx
index 0d2d3c2837..07c20e0f80 100644
--- a/web/app/components/workflow/nodes/agent/components/tool-icon.tsx
+++ b/web/app/components/workflow/nodes/agent/components/tool-icon.tsx
@@ -18,6 +18,7 @@ export const ToolIcon = memo(({ providerName }: ToolIconProps) => {
   const { data: buildInTools } = useAllBuiltInTools()
   const { data: customTools } = useAllCustomTools()
   const { data: workflowTools } = useAllWorkflowTools()
+  const isDataReady = !!buildInTools && !!customTools && !!workflowTools
   const currentProvider = useMemo(() => {
     const mergedTools = [...(buildInTools || []), ...(customTools || []), ...(workflowTools || [])]
     return mergedTools.find((toolWithProvider) => {
@@ -33,10 +34,11 @@ export const ToolIcon = memo(({ providerName }: ToolIconProps) => {
     return iconFromMarketPlace
   }, [author, currentProvider, name])
   const status: Status = useMemo(() => {
+    if (!isDataReady) return undefined
     if (!currentProvider) return 'not-installed'
     if (currentProvider.is_team_authorization === false) return 'not-authorized'
     return undefined
-  }, [currentProvider])
+  }, [currentProvider, isDataReady])
   const indicator = status === 'not-installed' ? 'red' : status === 'not-authorized' ? 'yellow' : undefined
   const notSuccess = (['not-installed', 'not-authorized'] as Array<Status>).includes(status)
   const { t } = useTranslation()
diff --git a/web/app/components/workflow/nodes/agent/default.ts b/web/app/components/workflow/nodes/agent/default.ts
index 26c004b188..3ece9d44bc 100644
--- a/web/app/components/workflow/nodes/agent/default.ts
+++ b/web/app/components/workflow/nodes/agent/default.ts
@@ -21,8 +21,15 @@ const nodeDefault: NodeDefault<AgentNodeType> = {
     strategyProvider?: StrategyPluginDetail,
     strategy?: StrategyDetail
     language: string
+    isReadyForCheckValid: boolean
   }) {
-    const { strategy, language } = moreDataForCheckValid
+    const { strategy, language, isReadyForCheckValid } = moreDataForCheckValid
+    if (!isReadyForCheckValid) {
+      return {
+        isValid: true,
+        errorMessage: '',
+      }
+    }
     if (!strategy) {
       return {
         isValid: false,
diff --git a/web/app/components/workflow/nodes/agent/node.tsx b/web/app/components/workflow/nodes/agent/node.tsx
index 0bc2fb4caf..b3101c3d88 100644
--- a/web/app/components/workflow/nodes/agent/node.tsx
+++ b/web/app/components/workflow/nodes/agent/node.tsx
@@ -24,7 +24,6 @@ const AgentNode: FC<NodeProps<AgentNodeType>> = (props) => {
       .filter(param => param.type === FormTypeEnum.modelSelector)
       .reduce((acc, param) => {
         const item = inputs.agent_parameters?.[param.name]?.value
-        console.log({ item })
         if (!item) {
           if (param.required) {
             acc.push({ param: param.name })
@@ -68,20 +67,26 @@ const AgentNode: FC<NodeProps<AgentNodeType>> = (props) => {
     {inputs.agent_strategy_name
       ? <SettingItem
         label={t('workflow.nodes.agent.strategy.shortLabel')}
-        status={!currentStrategyStatus?.isExistInPlugin ? 'error' : undefined}
+        status={
+          currentStrategyStatus && !currentStrategyStatus.isExistInPlugin
+            ? 'error'
+            : undefined
+        }
         tooltip={
-          !currentStrategyStatus?.isExistInPlugin ? t('workflow.nodes.agent.strategyNotInstallTooltip', {
-            plugin: pluginDetail?.declaration.label
-              ? renderI18nObject(pluginDetail?.declaration.label)
-              : undefined,
-            strategy: inputs.agent_strategy_label,
-          }) : undefined
+          (currentStrategyStatus && !currentStrategyStatus.isExistInPlugin)
+            ? t('workflow.nodes.agent.strategyNotInstallTooltip', {
+              plugin: pluginDetail?.declaration.label
+                ? renderI18nObject(pluginDetail?.declaration.label)
+                : undefined,
+              strategy: inputs.agent_strategy_label,
+            })
+            : undefined
         }
       >
         {inputs.agent_strategy_label}
       </SettingItem>
       : <SettingItem label={t('workflow.nodes.agent.strategyNotSet')} />}
-    <Group
+    {models.length > 0 && <Group
       label={<GroupLabel className='mt-1'>
         {t('workflow.nodes.agent.model')}
       </GroupLabel>}
@@ -92,7 +97,7 @@ const AgentNode: FC<NodeProps<AgentNodeType>> = (props) => {
           key={model.param}
         />
       })}
-    </Group>
+    </Group>}
     {tools.length > 0 && <Group label={<GroupLabel className='mt-1'>
       {t('workflow.nodes.agent.toolbox')}
     </GroupLabel>}>
diff --git a/web/app/components/workflow/panel/debug-and-preview/hooks.ts b/web/app/components/workflow/panel/debug-and-preview/hooks.ts
index d91cf1082d..81cccd9cc7 100644
--- a/web/app/components/workflow/panel/debug-and-preview/hooks.ts
+++ b/web/app/components/workflow/panel/debug-and-preview/hooks.ts
@@ -404,6 +404,63 @@ export const useChat = (
             }))
           }
         },
+        onAgentLog: ({ data }) => {
+          const currentNodeIndex = responseItem.workflowProcess!.tracing!.findIndex(item => item.node_id === data.node_id)
+          if (currentNodeIndex > -1) {
+            const current = responseItem.workflowProcess!.tracing![currentNodeIndex]
+
+            if (current.execution_metadata) {
+              if (current.execution_metadata.agent_log) {
+                const currentLogIndex = current.execution_metadata.agent_log.findIndex(log => log.id === data.id)
+                if (currentLogIndex > -1) {
+                  current.execution_metadata.agent_log[currentLogIndex] = {
+                    ...current.execution_metadata.agent_log[currentLogIndex],
+                    ...data,
+                  }
+                }
+                else {
+                  current.execution_metadata.agent_log.push(data)
+                }
+              }
+              else {
+                current.execution_metadata.agent_log = [data]
+              }
+            }
+            else {
+              current.execution_metadata = {
+                agent_log: [data],
+              } as any
+            }
+            // if (current.agentLog) {
+            //   const currentLogIndex = current.agentLog.findIndex(log => log.id === data.id)
+
+            //   if (currentLogIndex > -1) {
+            //     current.agentLog[currentLogIndex] = {
+            //       ...current.agentLog[currentLogIndex],
+            //       ...data,
+            //     }
+            //   }
+            //   else {
+            //     current.agentLog.push(data)
+            //   }
+            // }
+            // else {
+            //   current.agentLog = [data]
+            // }
+
+            responseItem.workflowProcess!.tracing[currentNodeIndex] = {
+              ...current,
+            }
+
+            handleUpdateChatList(produce(chatListRef.current, (draft) => {
+              const currentIndex = draft.findIndex(item => item.id === responseItem.id)
+              draft[currentIndex] = {
+                ...draft[currentIndex],
+                ...responseItem,
+              }
+            }))
+          }
+        },
       },
     )
   }, [handleRun, handleResponding, handleUpdateChatList, notify, t, updateCurrentQA, config.suggested_questions_after_answer?.enabled, formSettings])
diff --git a/web/app/components/workflow/run/agent-log/agent-log-item.tsx b/web/app/components/workflow/run/agent-log/agent-log-item.tsx
index 49c279d58a..0b84827500 100644
--- a/web/app/components/workflow/run/agent-log/agent-log-item.tsx
+++ b/web/app/components/workflow/run/agent-log/agent-log-item.tsx
@@ -1,4 +1,7 @@
-import { useState } from 'react'
+import {
+  useMemo,
+  useState,
+} from 'react'
 import {
   RiArrowRightSLine,
   RiListView,
@@ -9,6 +12,9 @@ import type { AgentLogItemWithChildren } from '@/types/workflow'
 import NodeStatusIcon from '@/app/components/workflow/nodes/_base/components/node-status-icon'
 import CodeEditor from '@/app/components/workflow/nodes/_base/components/editor/code-editor'
 import { CodeLanguage } from '@/app/components/workflow/nodes/code/types'
+import BlockIcon from '@/app/components/workflow/block-icon'
+import { BlockEnum } from '@/app/components/workflow/types'
+import useGetIcon from '@/app/components/plugins/install-plugin/base/use-get-icon'
 
 type AgentLogItemProps = {
   item: AgentLogItemWithChildren
@@ -26,6 +32,26 @@ const AgentLogItem = ({
     metadata,
   } = item
   const [expanded, setExpanded] = useState(false)
+  const { getIconUrl } = useGetIcon()
+  const toolIcon = useMemo(() => {
+    const icon = metadata?.icon
+
+    if (icon) {
+      if (icon.includes('http'))
+        return icon
+
+      return getIconUrl(icon)
+    }
+
+    return ''
+  }, [getIconUrl, metadata?.icon])
+
+  const mergeStatus = useMemo(() => {
+    if (status === 'start')
+      return 'running'
+
+    return status
+  }, [status])
 
   return (
     <div className='bg-background-default border-[0.5px] border-components-panel-border rounded-[10px]'>
@@ -41,7 +67,11 @@ const AgentLogItem = ({
             ? <RiArrowRightSLine className='shrink-0 w-4 h-4 rotate-90 text-text-quaternary' />
             : <RiArrowRightSLine className='shrink-0 w-4 h-4 text-text-quaternary' />
         }
-        <div className='shrink-0 mr-1.5 w-5 h-5'></div>
+        <BlockIcon
+          className='shrink-0 mr-1.5'
+          type={toolIcon ? BlockEnum.Tool : BlockEnum.Agent}
+          toolIcon={toolIcon}
+        />
         <div
           className='grow system-sm-semibold-uppercase text-text-secondary truncate'
           title={label}
@@ -53,7 +83,7 @@ const AgentLogItem = ({
             <div className='shrink-0 mr-2 system-xs-regular text-text-tertiary'>{metadata?.elapsed_time?.toFixed(3)}s</div>
           )
         }
-        <NodeStatusIcon status={status} />
+        <NodeStatusIcon status={mergeStatus} />
       </div>
       {
         expanded && (
diff --git a/web/app/components/workflow/run/agent-log/agent-log-trigger.tsx b/web/app/components/workflow/run/agent-log/agent-log-trigger.tsx
index 589624f559..86418a1c69 100644
--- a/web/app/components/workflow/run/agent-log/agent-log-trigger.tsx
+++ b/web/app/components/workflow/run/agent-log/agent-log-trigger.tsx
@@ -14,21 +14,29 @@ const AgentLogTrigger = ({
   onShowAgentOrToolLog,
 }: AgentLogTriggerProps) => {
   const { t } = useTranslation()
-  const { agentLog } = nodeInfo
+  const { agentLog, execution_metadata } = nodeInfo
+  const agentStrategy = execution_metadata?.tool_info?.agent_strategy
 
   return (
-    <div className='bg-components-button-tertiary-bg rounded-[10px]'>
+    <div
+      className='bg-components-button-tertiary-bg rounded-[10px] cursor-pointer'
+      onClick={() => {
+        onShowAgentOrToolLog({ id: nodeInfo.id, children: agentLog || [] } as AgentLogItemWithChildren)
+      }}
+    >
       <div className='flex items-center px-3 pt-2 system-2xs-medium-uppercase text-text-tertiary'>
         {t('workflow.nodes.agent.strategy.label')}
       </div>
       <div className='flex items-center pl-3 pt-1 pr-2 pb-1.5'>
-        <div className='shrink-0 w-5 h-5'></div>
-        <div className='grow mx-0.5 px-1 system-xs-medium text-text-secondary'></div>
+        {
+          agentStrategy && (
+            <div className='grow system-xs-medium text-text-secondary'>
+              {agentStrategy}
+            </div>
+          )
+        }
         <div
           className='shrink-0 flex items-center px-[1px] system-xs-regular-uppercase text-text-tertiary cursor-pointer'
-          onClick={() => {
-            onShowAgentOrToolLog({ id: nodeInfo.id, children: agentLog || [] } as AgentLogItemWithChildren)
-          }}
         >
           {t('runLog.detail')}
           <RiArrowRightLine className='ml-0.5 w-3.5 h-3.5' />
diff --git a/web/i18n/en-US/workflow.ts b/web/i18n/en-US/workflow.ts
index bbdcac19ac..53c50073c0 100644
--- a/web/i18n/en-US/workflow.ts
+++ b/web/i18n/en-US/workflow.ts
@@ -735,6 +735,7 @@ const translation = {
       strategyNotSet: 'Agentic strategy Not Set',
       tools: 'Tools',
       maxIterations: 'Max Iterations',
+      modelNotSelected: 'Model not selected',
       modelNotInstallTooltip: 'This model is not installed',
       toolNotInstallTooltip: '{{tool}} is not installed',
       toolNotAuthorizedTooltip: '{{tool}} Not Authorized',
diff --git a/web/i18n/zh-Hans/workflow.ts b/web/i18n/zh-Hans/workflow.ts
index ea4ae6654a..c622581e2d 100644
--- a/web/i18n/zh-Hans/workflow.ts
+++ b/web/i18n/zh-Hans/workflow.ts
@@ -736,6 +736,7 @@ const translation = {
       tools: '工具',
       maxIterations: '最大迭代次数',
       modelNotInstallTooltip: '此模型未安装',
+      modelNotSelected: '未选择模型',
       toolNotInstallTooltip: '{{tool}} 未安装',
       toolNotAuthorizedTooltip: '{{tool}} 未授权',
       strategyNotInstallTooltip: '{{strategy}} 未安装',
diff --git a/web/service/base.ts b/web/service/base.ts
index c34a1f0e9c..38aaae0b1c 100644
--- a/web/service/base.ts
+++ b/web/service/base.ts
@@ -4,6 +4,7 @@ import Toast from '@/app/components/base/toast'
 import type { AnnotationReply, MessageEnd, MessageReplace, ThoughtItem } from '@/app/components/base/chat/chat/type'
 import type { VisionFile } from '@/types/app'
 import type {
+  AgentLogResponse,
   IterationFinishedResponse,
   IterationNextResponse,
   IterationStartedResponse,
@@ -53,6 +54,7 @@ export type IOnTextChunk = (textChunk: TextChunkResponse) => void
 export type IOnTTSChunk = (messageId: string, audioStr: string, audioType?: string) => void
 export type IOnTTSEnd = (messageId: string, audioStr: string, audioType?: string) => void
 export type IOnTextReplace = (textReplace: TextReplaceResponse) => void
+export type IOnAgentLog = (agentLog: AgentLogResponse) => void
 
 export type IOtherOptions = {
   isPublicAPI?: boolean
@@ -84,6 +86,7 @@ export type IOtherOptions = {
   onTTSChunk?: IOnTTSChunk
   onTTSEnd?: IOnTTSEnd
   onTextReplace?: IOnTextReplace
+  onAgentLog?: IOnAgentLog
 }
 
 function unicodeToChar(text: string) {
@@ -129,6 +132,7 @@ const handleStream = (
   onTTSChunk?: IOnTTSChunk,
   onTTSEnd?: IOnTTSEnd,
   onTextReplace?: IOnTextReplace,
+  onAgentLog?: IOnAgentLog,
 ) => {
   if (!response.ok)
     throw new Error('Network response was not ok')
@@ -229,6 +233,9 @@ const handleStream = (
             else if (bufferObj.event === 'text_replace') {
               onTextReplace?.(bufferObj as TextReplaceResponse)
             }
+            else if (bufferObj.event === 'agent_log') {
+              onAgentLog?.(bufferObj as AgentLogResponse)
+            }
             else if (bufferObj.event === 'tts_message') {
               onTTSChunk?.(bufferObj.message_id, bufferObj.audio, bufferObj.audio_type)
             }
@@ -322,6 +329,7 @@ export const ssePost = (
     onTTSChunk,
     onTTSEnd,
     onTextReplace,
+    onAgentLog,
     onError,
     getAbortController,
   } = otherOptions
@@ -392,7 +400,7 @@ export const ssePost = (
           return
         }
         onData?.(str, isFirstMessage, moreInfo)
-      }, onCompleted, onThought, onMessageEnd, onMessageReplace, onFile, onWorkflowStarted, onWorkflowFinished, onNodeStarted, onNodeFinished, onIterationStart, onIterationNext, onIterationFinish, onNodeRetry, onParallelBranchStarted, onParallelBranchFinished, onTextChunk, onTTSChunk, onTTSEnd, onTextReplace)
+      }, onCompleted, onThought, onMessageEnd, onMessageReplace, onFile, onWorkflowStarted, onWorkflowFinished, onNodeStarted, onNodeFinished, onIterationStart, onIterationNext, onIterationFinish, onNodeRetry, onParallelBranchStarted, onParallelBranchFinished, onTextChunk, onTTSChunk, onTTSEnd, onTextReplace, onAgentLog)
     }).catch((e) => {
       if (e.toString() !== 'AbortError: The user aborted a request.' && !e.toString().errorMessage.includes('TypeError: Cannot assign to read only property'))
         Toast.notify({ type: 'error', message: e })
diff --git a/web/types/workflow.ts b/web/types/workflow.ts
index 9cc1cbac15..31ea759582 100644
--- a/web/types/workflow.ts
+++ b/web/types/workflow.ts
@@ -6,6 +6,7 @@ import type { ErrorHandleTypeEnum } from '@/app/components/workflow/nodes/_base/
 export type AgentLogItem = {
   node_execution_id: string,
   id: string,
+  node_id: string,
   parent_id?: string,
   label: string,
   data: object, // debug data
@@ -14,6 +15,7 @@ export type AgentLogItem = {
   metadata?: {
     elapsed_time?: number
     provider?: string
+    icon?: string
   },
 }
 
@@ -51,6 +53,10 @@ export type NodeTracing = {
     iteration_duration_map?: IterationDurationMap
     error_strategy?: ErrorHandleTypeEnum
     agent_log?: AgentLogItem[]
+    tool_info?: {
+      agent_strategy?: string
+      icon?: string
+    }
   }
   metadata: {
     iterator_length: number
@@ -230,6 +236,12 @@ export type TextReplaceResponse = {
   }
 }
 
+export type AgentLogResponse = {
+  task_id: string
+  event: string
+  data: AgentLogItemWithChildren
+}
+
 export type WorkflowRunHistory = {
   id: string
   sequence_number: number