SpaGreen Creative This workflow corresponds to n8n.io template #6452 — we link there as the canonical source.
This workflow follows the Agent → Google Sheets Tool recipe pattern — see all workflows that pair these two integrations.
The workflow JSON
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{
"id": "KDDtsVuPlz8iMlBF",
"meta": {
"templateCredsSetupCompleted": true
},
"name": "WhatsApp AI HelpDesk \u2013 Smart SupportBot Using Trained Data & WasenderAPI",
"tags": [],
"nodes": [
{
"id": "7ea9ff45-151f-4556-b5c7-5318566d3e8e",
"name": "AI Agent - Customer Support Agent",
"type": "@n8n/n8n-nodes-langchain.agent",
"position": [
320,
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],
"parameters": {},
"typeVersion": 1.7
},
{
"id": "951ced94-f8ba-48da-8889-e3e58cffdb04",
"name": "OpenAI Model1",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
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],
"parameters": {},
"typeVersion": 1.2
},
{
"id": "086291e7-e05b-4166-89b8-09df618f7577",
"name": "Conversation Memory",
"type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
"position": [
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],
"parameters": {},
"typeVersion": 1.3
},
{
"id": "58e46d50-560a-406a-b079-dae6166e5ef9",
"name": "Log Customer Issues",
"type": "n8n-nodes-base.googleSheetsTool",
"position": [
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],
"parameters": {},
"typeVersion": 4.5
},
{
"id": "a63b68b8-bba7-4e85-8ad1-1e0ba5dd53c0",
"name": "Webhook",
"type": "n8n-nodes-base.webhook",
"position": [
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],
"parameters": {},
"typeVersion": 2
},
{
"id": "203faa13-c9c4-4e09-ac4f-6353416978b6",
"name": "Code",
"type": "n8n-nodes-base.code",
"position": [
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],
"parameters": {},
"typeVersion": 2
},
{
"id": "403ce2a3-6a98-4dc0-b869-65ec420cd9e2",
"name": "Send Message Using HTTP Request",
"type": "n8n-nodes-base.httpRequest",
"position": [
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],
"parameters": {},
"executeOnce": false,
"typeVersion": 4.2
},
{
"id": "4bb74406-d11f-4eea-b1fd-cc4bd8b00d35",
"name": "Read Company Basic Information",
"type": "n8n-nodes-base.googleSheetsTool",
"position": [
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],
"parameters": {},
"typeVersion": 4.5
},
{
"id": "daea7d04-9186-4d26-8285-0d03385ed3f2",
"name": "Read Product Sheet",
"type": "n8n-nodes-base.googleSheetsTool",
"position": [
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],
"parameters": {},
"typeVersion": 4.5
},
{
"id": "81976806-2289-4562-ac2c-b18be10e20e2",
"name": "Read Service Sheet",
"type": "n8n-nodes-base.googleSheetsTool",
"position": [
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],
"parameters": {},
"typeVersion": 4.5
},
{
"id": "7b1a316f-3e25-4b24-81b1-64c10ce91ab6",
"name": "Sticky Note1",
"type": "n8n-nodes-base.stickyNote",
"position": [
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],
"parameters": {
"content": ""
},
"typeVersion": 1
}
],
"active": true,
"settings": {
"executionOrder": "v1"
},
"versionId": "ce8fd9d9-57b1-4cad-b21e-2a5690357945",
"connections": {
"Code": {
"main": [
[
{
"node": "Send Message Using HTTP Request",
"type": "main",
"index": 0
}
]
]
},
"Webhook": {
"main": [
[
{
"node": "AI Agent - Customer Support Agent",
"type": "main",
"index": 0
}
]
]
},
"OpenAI Model1": {
"ai_languageModel": [
[
{
"node": "AI Agent - Customer Support Agent",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Read Product Sheet": {
"ai_tool": [
[
{
"node": "AI Agent - Customer Support Agent",
"type": "ai_tool",
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}
]
]
},
"Read Service Sheet": {
"ai_tool": [
[
{
"node": "AI Agent - Customer Support Agent",
"type": "ai_tool",
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}
]
]
},
"Conversation Memory": {
"ai_memory": [
[
{
"node": "AI Agent - Customer Support Agent",
"type": "ai_memory",
"index": 0
}
]
]
},
"Log Customer Issues": {
"ai_tool": [
[
{
"node": "AI Agent - Customer Support Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Read Company Basic Information": {
"ai_tool": [
[
{
"node": "AI Agent - Customer Support Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Send Message Using HTTP Request": {
"main": [
[]
]
},
"AI Agent - Customer Support Agent": {
"main": [
[
{
"node": "Code",
"type": "main",
"index": 0
}
]
]
}
}
}
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About this workflow
This n8n workflow enables automated AI-driven support replies via your personal WhatsApp number using WasenderAPI.com. The bot intelligently responds to user messages based on trained data stored in Google Sheets, helping you avoid the high cost of WhatsApp Business API. Reads…
Source: https://n8n.io/workflows/6452/ — original creator credit. Request a take-down →
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