捆绑RAG上传
中级
这是一个AI, IT Ops领域的自动化工作流，包含 14 个节点。主要使用 GoogleDrive, SplitInBatches, GoogleDriveTrigger, EmbeddingsOpenAi, VectorStorePinecone 等节点，结合人工智能技术实现智能自动化。 使用OpenAI嵌入将Google Drive文档索引到Pinecone以进行RAG
前置要求
- •Google Drive API 凭证
- •OpenAI API Key
- •Pinecone API Key
使用的节点 (14)
工作流预览
可视化展示节点连接关系，支持缩放和平移
导出工作流
复制以下 JSON 配置到 n8n 导入，即可使用此工作流
{
"id": "OceYxCmiuf5W2X4y",
"meta": {
"instanceId": "REDACTED_ID",
"templateCredsSetupCompleted": true
},
"name": "捆绑 RAG 上传",
"tags": [],
"nodes": [
{
"id": "REDACTED_ID",
"name": "Google Drive",
"type": "n8n-nodes-base.googleDrive",
"position": [
180,
0
],
"parameters": {
"filter": {
"folderId": {
"__rl": true,
"mode": "list",
"value": "REDACTED_ID",
"cachedResultUrl": "REDACTED_URL",
"cachedResultName": "Course Module Outline Folder for n8n"
}
},
"options": {},
"resource": "fileFolder",
"returnAll": true
},
"typeVersion": 3
},
{
"id": "REDACTED_ID",
"name": "获取文档",
"type": "n8n-nodes-base.googleDrive",
"position": [
440,
0
],
"parameters": {
"fileId": {
"__rl": true,
"mode": "id",
"value": "={{ $json.id }}"
},
"options": {},
"operation": "download"
},
"typeVersion": 3
},
{
"id": "REDACTED_ID",
"name": "遍历项目",
"type": "n8n-nodes-base.splitInBatches",
"position": [
660,
0
],
"parameters": {
"options": {}
},
"typeVersion": 3
},
{
"id": "REDACTED_ID",
"name": "Pinecone Vector Store",
"type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
"position": [
900,
20
],
"parameters": {
"mode": "insert",
"options": {
"pineconeNamespace": "Course Outlines"
},
"pineconeIndex": {
"__rl": true,
"mode": "list",
"value": "REDACTED_ID",
"cachedResultName": "REDACTED_ID"
}
},
"typeVersion": 1
},
{
"id": "REDACTED_ID",
"name": "OpenAI 嵌入",
"type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
"position": [
920,
160
],
"parameters": {
"options": {}
},
"typeVersion": 1.2
},
{
"id": "REDACTED_ID",
"name": "默认数据加载器",
"type": "@n8n/n8n-nodes-langchain.documentDefaultDataLoader",
"position": [
1060,
240
],
"parameters": {
"options": {
"metadata": {
"metadataValues": [
{
"name": "Type",
"value": "Course Module Names"
}
]
}
},
"dataType": "binary"
},
"typeVersion": 1
},
{
"id": "REDACTED_ID",
"name": "递归字符文本分割器",
"type": "@n8n/n8n-nodes-langchain.textSplitterRecursiveCharacterTextSplitter",
"position": [
1140,
380
],
"parameters": {
"options": {},
"chunkSize": 600,
"chunkOverlap": 60
},
"typeVersion": 1
},
{
"id": "REDACTED_ID",
"name": "Google Drive 触发器",
"type": "n8n-nodes-base.googleDriveTrigger",
"position": [
-60,
0
],
"parameters": {
"event": "fileCreated",
"options": {},
"pollTimes": {
"item": [
{
"mode": "everyMinute"
}
]
},
"triggerOn": "specificFolder",
"folderToWatch": {
"__rl": true,
"mode": "list",
"value": "REDACTED_ID",
"cachedResultUrl": "REDACTED_URL",
"cachedResultName": "Course Module Outline Folder for n8n"
}
},
"typeVersion": 1
},
{
"id": "REDACTED_ID",
"name": "便签",
"type": "n8n-nodes-base.stickyNote",
"position": [
-140,
-120
],
"parameters": {
"color": 4,
"width": 260,
"height": 400,
"content": "Google 文件夹上传触发器"
},
"typeVersion": 1
},
{
"id": "REDACTED_ID",
"name": "便签1",
"type": "n8n-nodes-base.stickyNote",
"position": [
140,
-120
],
"parameters": {
"color": 6,
"width": 220,
"height": 400,
"content": "从文件夹中搜索 Google 文件"
},
"typeVersion": 1
},
{
"id": "REDACTED_ID",
"name": "便签2",
"type": "n8n-nodes-base.stickyNote",
"position": [
380,
-120
],
"parameters": {
"color": 2,
"width": 220,
"height": 400,
"content": "获取文件"
},
"typeVersion": 1
},
{
"id": "REDACTED_ID",
"name": "便签3",
"type": "n8n-nodes-base.stickyNote",
"position": [
860,
-120
],
"parameters": {
"color": 3,
"width": 500,
"height": 680,
"content": "上传到 Pinecone 向量存储"
},
"typeVersion": 1
},
{
"id": "REDACTED_ID",
"name": "便签4",
"type": "n8n-nodes-base.stickyNote",
"position": [
620,
-120
],
"parameters": {
"color": 7,
"width": 220,
"height": 400,
"content": "多文件循环"
},
"typeVersion": 1
},
{
"id": "REDACTED_ID",
"name": "便签5",
"type": "n8n-nodes-base.stickyNote",
"position": [
-740,
-120
],
"parameters": {
"color": 3,
"width": 580,
"height": 1300,
"content": "已编辑网址"
},
"typeVersion": 1
}
],
"active": false,
"pinData": {
"Default Data Loader": [
{
"json": {
"isArtificialRecoveredEventItem": true
}
}
],
"Recursive Character Text Splitter": [
{
"json": {
"isArtificialRecoveredEventItem": true
}
}
]
},
"settings": {
"executionOrder": "v1"
},
"versionId": "REDACTED_ID",
"connections": {
"Get Docs": {
"main": [
[
{
"node": "Loop Over Items",
"type": "main",
"index": 0
}
]
]
},
"Google Drive": {
"main": [
[
{
"node": "Get Docs",
"type": "main",
"index": 0
}
]
]
},
"Loop Over Items": {
"main": [
[],
[
{
"node": "Pinecone Vector Store",
"type": "main",
"index": 0
}
]
]
},
"Embeddings OpenAI": {
"ai_embedding": [
[
{
"node": "Pinecone Vector Store",
"type": "ai_embedding",
"index": 0
}
]
]
},
"Default Data Loader": {
"ai_document": [
[
{
"node": "Pinecone Vector Store",
"type": "ai_document",
"index": 0
}
]
]
},
"Google Drive Trigger": {
"main": [
[
{
"node": "Google Drive",
"type": "main",
"index": 0
}
]
]
},
"Pinecone Vector Store": {
"main": [
[
{
"node": "Loop Over Items",
"type": "main",
"index": 0
}
]
]
},
"Recursive Character Text Splitter": {
"ai_textSplitter": [
[
{
"node": "Default Data Loader",
"type": "ai_textSplitter",
"index": 0
}
]
]
}
}
}常见问题
如何使用这个工作流？
复制上方的 JSON 配置代码，在您的 n8n 实例中创建新工作流并选择「从 JSON 导入」，粘贴配置后根据需要修改凭证设置即可。
这个工作流适合什么场景？
中级 - 人工智能, IT 运维
需要付费吗？
本工作流完全免费，您可以直接导入使用。但请注意，工作流中使用的第三方服务（如 OpenAI API）可能需要您自行付费。
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工作流信息
难度等级
中级
节点数量14
分类2
节点类型8
作者
Automate With Marc
@marconiAutomating Start-Up and Business processes. Helping non-techies understand and leverage Agentic AI with easy to understand step-by-step tutorials. Check out my educational content: https://www.youtube.com/@Automatewithmarc
外部链接
在 n8n.io 查看 →
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