The workflow JSON
Copy or download the full n8n JSON below. Paste it into a new n8n workflow, add your credentials, activate. Full import guide →
{
"name": "RAG Pipeline & Chatbot",
"nodes": [
{
"parameters": {
"content": "# 1) RAG Pipeline & Chatbot",
"height": 80,
"width": 480,
"color": 5
},
"type": "n8n-nodes-base.stickyNote",
"typeVersion": 1,
"position": [
-180,
-320
],
"id": "bc1be2a2-0153-4a03-b072-c72a53c2c425",
"name": "Sticky Note"
},
{
"parameters": {
"pollTimes": {
"item": [
{
"mode": "everyMinute"
}
]
},
"triggerOn": "specificFolder",
"folderToWatch": {
"__rl": true,
"value": "1FTsF7Hl2fPouUz6mWMh-ZD0kgf-iJfLe",
"mode": "list",
"cachedResultName": "FAQ",
"cachedResultUrl": "https://drive.google.com/drive/folders/1FTsF7Hl2fPouUz6mWMh-ZD0kgf-iJfLe"
},
"event": "fileCreated",
"options": {}
},
"type": "n8n-nodes-base.googleDriveTrigger",
"typeVersion": 1,
"position": [
-300,
-100
],
"id": "c4ff0c70-7093-495b-82d3-a1f8a8de41fe",
"name": "Google Drive Trigger",
"credentials": {
"googleDriveOAuth2Api": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"operation": "download",
"fileId": {
"__rl": true,
"value": "={{ $json.id }}",
"mode": "id"
},
"options": {}
},
"type": "n8n-nodes-base.googleDrive",
"typeVersion": 3,
"position": [
-80,
-100
],
"id": "423fe340-4990-4435-9ce3-a92da010cba0",
"name": "Download File",
"credentials": {
"googleDriveOAuth2Api": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"mode": "insert",
"pineconeIndex": {
"__rl": true,
"value": "sample",
"mode": "list",
"cachedResultName": "sample"
},
"options": {
"pineconeNamespace": "FAQ"
}
},
"type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
"typeVersion": 1.1,
"position": [
140,
-100
],
"id": "da38a30c-8730-4a79-8058-eb00affe6537",
"name": "Pinecone Vector Store",
"credentials": {
"pineconeApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"options": {}
},
"type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
"typeVersion": 1.2,
"position": [
60,
120
],
"id": "4438c2d6-b2d1-4fa1-98cf-82c105c92c5e",
"name": "Embeddings OpenAI",
"credentials": {
"openAiApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"dataType": "binary",
"options": {}
},
"type": "@n8n/n8n-nodes-langchain.documentDefaultDataLoader",
"typeVersion": 1,
"position": [
280,
120
],
"id": "a7fea062-ee44-442f-8b9d-9726a6098e43",
"name": "Default Data Loader"
},
{
"parameters": {
"options": {}
},
"type": "@n8n/n8n-nodes-langchain.textSplitterRecursiveCharacterTextSplitter",
"typeVersion": 1,
"position": [
380,
340
],
"id": "08b9d836-5eb1-42a7-8cc0-30d4d1f6ea5b",
"name": "Recursive Character Text Splitter"
},
{
"parameters": {
"options": {
"systemMessage": "You are a helpful assistant"
}
},
"type": "@n8n/n8n-nodes-langchain.agent",
"typeVersion": 1.8,
"position": [
820,
-100
],
"id": "6693613b-3821-4c43-b0d3-5eb8ba9bffd9",
"name": "AI Agent"
},
{
"parameters": {
"options": {}
},
"type": "@n8n/n8n-nodes-langchain.chatTrigger",
"typeVersion": 1.1,
"position": [
660,
-100
],
"id": "dd1ec800-d5c0-49bf-a55d-0c550cfe1250",
"name": "When chat message received"
},
{
"parameters": {
"model": "anthropic/claude-3.5-sonnet",
"options": {}
},
"type": "@n8n/n8n-nodes-langchain.lmChatOpenRouter",
"typeVersion": 1,
"position": [
860,
120
],
"id": "cc5bf795-9056-4bf3-a0a3-5cdaf6ab7ab4",
"name": "OpenRouter Chat Model",
"credentials": {
"openRouterApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"mode": "retrieve-as-tool",
"toolName": "knowledgeBase",
"toolDescription": "Call this tool to access the policy and FAQ database",
"pineconeIndex": {
"__rl": true,
"value": "sample",
"mode": "list",
"cachedResultName": "sample"
},
"options": {
"pineconeNamespace": "FAQ"
}
},
"type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
"typeVersion": 1.1,
"position": [
1040,
120
],
"id": "e5a2023e-2183-470e-81fe-9f635d54075e",
"name": "Pinecone Vector Store1",
"credentials": {
"pineconeApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"options": {}
},
"type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
"typeVersion": 1.2,
"position": [
1140,
340
],
"id": "1083a24d-a84c-4a95-b4dd-b81943c28d0c",
"name": "Embeddings OpenAI1",
"credentials": {
"openAiApi": {
"name": "<your credential>"
}
}
}
],
"connections": {
"Google Drive Trigger": {
"main": [
[
{
"node": "Download File",
"type": "main",
"index": 0
}
]
]
},
"Download File": {
"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
}
]
]
},
"Recursive Character Text Splitter": {
"ai_textSplitter": [
[
{
"node": "Default Data Loader",
"type": "ai_textSplitter",
"index": 0
}
]
]
},
"When chat message received": {
"main": [
[
{
"node": "AI Agent",
"type": "main",
"index": 0
}
]
]
},
"OpenRouter Chat Model": {
"ai_languageModel": [
[
{
"node": "AI Agent",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Pinecone Vector Store1": {
"ai_tool": [
[
{
"node": "AI Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Embeddings OpenAI1": {
"ai_embedding": [
[
{
"node": "Pinecone Vector Store1",
"type": "ai_embedding",
"index": 0
}
]
]
}
},
"active": false,
"settings": {
"executionOrder": "v1"
},
"versionId": "883cc5ed-5a46-4be8-ab2b-130856864395",
"meta": {
"templateCredsSetupCompleted": true
},
"id": "kJMk9nrFpUJTylN9",
"tags": []
}
Credentials you'll need
Each integration node will prompt for credentials when you import. We strip credential IDs before publishing — you'll add your own.
googleDriveOAuth2ApiopenAiApiopenRouterApipineconeApi
About this workflow
RAG Pipeline & Chatbot. Uses stickyNote, googleDriveTrigger, googleDrive, vectorStorePinecone. Event-driven trigger; 12 nodes.
Source: https://github.com/Zie619/n8n-workflows — original creator credit. Request a take-down →