diff --git a/web/app/components/workflow/nodes/knowledge-base/components/embedding-model.tsx b/web/app/components/workflow/nodes/knowledge-base/components/embedding-model.tsx
index c5ab6a4c6f..23481cb529 100644
--- a/web/app/components/workflow/nodes/knowledge-base/components/embedding-model.tsx
+++ b/web/app/components/workflow/nodes/knowledge-base/components/embedding-model.tsx
@@ -1,13 +1,12 @@
 import {
   memo,
   useCallback,
-  useEffect,
   useMemo,
 } from 'react'
 import { useTranslation } from 'react-i18next'
 import { Field } from '@/app/components/workflow/nodes/_base/components/layout'
 import ModelSelector from '@/app/components/header/account-setting/model-provider-page/model-selector'
-import { useModelListAndDefaultModel } from '@/app/components/header/account-setting/model-provider-page/hooks'
+import { useModelList } from '@/app/components/header/account-setting/model-provider-page/hooks'
 import type { DefaultModel } from '@/app/components/header/account-setting/model-provider-page/declarations'
 import { ModelTypeEnum } from '@/app/components/header/account-setting/model-provider-page/declarations'
 
@@ -28,9 +27,8 @@ const EmbeddingModel = ({
 }: EmbeddingModelProps) => {
   const { t } = useTranslation()
   const {
-    defaultModel,
-    modelList: embeddingModelList,
-  } = useModelListAndDefaultModel(ModelTypeEnum.textEmbedding)
+    data: embeddingModelList,
+  } = useModelList(ModelTypeEnum.textEmbedding)
   const embeddingModelConfig = useMemo(() => {
     if (!embeddingModel || !embeddingModelProvider)
       return undefined
@@ -48,15 +46,6 @@ const EmbeddingModel = ({
     })
   }, [onEmbeddingModelChange])
 
-  useEffect(() => {
-    if (!embeddingModelConfig && defaultModel) {
-      handleEmbeddingModelChange({
-        provider: defaultModel.provider.provider,
-        model: defaultModel.model,
-      })
-    }
-  }, [embeddingModelConfig, defaultModel, handleEmbeddingModelChange])
-
   return (
     <Field
       fieldTitleProps={{
diff --git a/web/app/components/workflow/nodes/knowledge-base/hooks/use-config.ts b/web/app/components/workflow/nodes/knowledge-base/hooks/use-config.ts
index 97314797df..3fb6307243 100644
--- a/web/app/components/workflow/nodes/knowledge-base/hooks/use-config.ts
+++ b/web/app/components/workflow/nodes/knowledge-base/hooks/use-config.ts
@@ -1,10 +1,13 @@
 import {
   useCallback,
+  useEffect,
 } from 'react'
 import { produce } from 'immer'
 import { useStoreApi } from 'reactflow'
 import { useNodeDataUpdate } from '@/app/components/workflow/hooks'
 import type { ValueSelector } from '@/app/components/workflow/types'
+import { useModelListAndDefaultModelAndCurrentProviderAndModel } from '@/app/components/header/account-setting/model-provider-page/hooks'
+import { ModelTypeEnum } from '@/app/components/header/account-setting/model-provider-page/declarations'
 import {
   ChunkStructureEnum,
   IndexMethodEnum,
@@ -171,6 +174,31 @@ export const useConfig = (id: string) => {
     })
   }, [handleNodeDataUpdate])
 
+  const {
+    currentModel,
+    currentProvider,
+  } = useModelListAndDefaultModelAndCurrentProviderAndModel(ModelTypeEnum.textEmbedding)
+
+  const handleInitConfig = useCallback(() => {
+    const nodeData = getNodeData()
+
+    if (!nodeData?.data.embedding_model && !nodeData?.data.embedding_model_provider && currentModel && currentProvider) {
+      handleEmbeddingModelChange({
+        embeddingModel: currentModel.model,
+        embeddingModelProvider: currentProvider.provider,
+      })
+    }
+  }, [
+    getNodeData,
+    handleEmbeddingModelChange,
+    currentModel,
+    currentProvider,
+  ])
+
+  useEffect(() => {
+    handleInitConfig()
+  }, [handleInitConfig])
+
   return {
     handleChunkStructureChange,
     handleIndexMethodChange,