This workflow follows the Documentdefaultdataloader → OpenAI Embeddings recipe pattern — see all workflows that pair these two integrations.
The workflow JSON
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{
"name": "Company Knowledgebase",
"nodes": [
{
"parameters": {},
"type": "n8n-nodes-base.manualTrigger",
"typeVersion": 1,
"position": [
-180,
180
],
"id": "e1a9b7b9-89b6-4e9d-a6ba-811c3eeb35f5",
"name": "When clicking \u2018Test workflow\u2019"
},
{
"parameters": {
"operation": "download",
"fileId": {
"__rl": true,
"value": "17eXa48NKeLLHcnPZq98CbzS621q3lfM-iUutB8yEOHs",
"mode": "list",
"cachedResultName": "Context & Guidelines",
"cachedResultUrl": "https://docs.google.com/document/d/17eXa48NKeLLHcnPZq98CbzS621q3lfM-iUutB8yEOHs/edit?usp=drivesdk"
},
"options": {}
},
"type": "n8n-nodes-base.googleDrive",
"typeVersion": 3,
"position": [
80,
180
],
"id": "048d5f31-6b3a-44cd-9a64-e18bfe91a5e7",
"name": "Download File"
},
{
"parameters": {
"dataType": "binary",
"options": {}
},
"type": "@n8n/n8n-nodes-langchain.documentDefaultDataLoader",
"typeVersion": 1,
"position": [
480,
380
],
"id": "aa976528-e770-4681-8265-296c4dad4b46",
"name": "Default Data Loader"
},
{
"parameters": {
"options": {}
},
"type": "@n8n/n8n-nodes-langchain.textSplitterRecursiveCharacterTextSplitter",
"typeVersion": 1,
"position": [
600,
560
],
"id": "6cbd35bf-0a9f-4340-ac62-d0438ced6d40",
"name": "Recursive Character Text Splitter"
},
{
"parameters": {
"options": {}
},
"type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
"typeVersion": 1.2,
"position": [
260,
420
],
"id": "43b27448-75d2-4ef4-a21e-c929eb89f559",
"name": "Embeddings_OpenAI"
},
{
"parameters": {
"mode": "insert",
"pineconeIndex": {
"__rl": true,
"value": "content-workflow",
"mode": "list",
"cachedResultName": "content-workflow"
},
"options": {}
},
"type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
"typeVersion": 1.2,
"position": [
320,
180
],
"id": "b50081e8-c4fa-41c4-a845-b9536d9def5b",
"name": "Pinecone Vector Store"
}
],
"connections": {
"When clicking \u2018Test workflow\u2019": {
"main": [
[
{
"node": "Download File",
"type": "main",
"index": 0
}
]
]
},
"Download File": {
"main": [
[
{
"node": "Pinecone Vector Store",
"type": "main",
"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
}
]
]
},
"Embeddings_OpenAI": {
"ai_embedding": [
[
{
"node": "Pinecone Vector Store",
"type": "ai_embedding",
"index": 0
}
]
]
}
},
"active": false,
"settings": {
"executionOrder": "v1"
},
"versionId": "f6b16a01-ffdd-4de9-8b1b-bc10ba532587",
"id": "z7asfoCh0Qt8JF3x",
"tags": [
{
"createdAt": "2025-06-28T22:41:20.827Z",
"updatedAt": "2025-06-28T22:41:20.827Z",
"id": "YOJ7X0vEkMOnVfd2",
"name": "SDR"
},
{
"createdAt": "2025-06-28T19:13:51.265Z",
"updatedAt": "2025-06-28T19:13:51.265Z",
"id": "oXcxxeyIVNmTXOD9",
"name": "Lead Magnet"
}
]
}
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About this workflow
Company Knowledgebase. Uses googleDrive, documentDefaultDataLoader, textSplitterRecursiveCharacterTextSplitter, embeddingsOpenAi. Event-driven trigger; 6 nodes.
Source: https://github.com/shreyofficial/claude-ai-sales-system/blob/737f3df47efe00de269f7e419358dd0cb1f2b87e/workflows/json/Company_Knowledgebase.json — original creator credit. Request a take-down →
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