Issam AGGOUR This workflow corresponds to n8n.io template #8425 — we link there as the canonical source.
This workflow follows the Agent → Google Sheets recipe pattern — see all workflows that pair these two integrations.
The workflow JSON
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{
"name": "\ud83c\udf73 Culinary Companion \u2014 30-Step Workflow (Telegram + Google Sheets + LLM)",
"nodes": [
{
"name": "Telegram Trigger",
"type": "n8n-nodes-base.telegramTrigger",
"position": [
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"parameters": {},
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{
"name": "Read Recipe Names",
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"parameters": {},
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{
"name": "Format List Message",
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{
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{
"name": "Extract Select Param",
"type": "n8n-nodes-base.function",
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"parameters": {},
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{
"name": "Lookup Recipe Row",
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{
"name": "Format Full Recipe",
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{
"name": "Telegram Send Full Recipe",
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"parameters": {},
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{
"name": "Telegram Send AI Response",
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{
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{
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{
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{
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{
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{
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{
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"parameters": {},
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{
"name": "Extract Search Term",
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{
"name": "Prepare Recipe Creation",
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{
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{
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{
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{
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{
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{
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{
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{
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{
"name": "Sticky Note8",
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{
"name": "Sticky Note9",
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{
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{
"name": "Sticky Note11",
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{
"name": "Sticky Note12",
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{
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{
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{
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{
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{
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{
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{
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{
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{
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],
"connections": {
"Think": {
"ai_tool": [
[
{
"node": "Recipe AI Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Command Router": {
"main": [
[
{
"node": "Telegram Send Menu",
"type": "main",
"index": 0
}
],
[
{
"node": "Read Recipe Names",
"type": "main",
"index": 0
}
],
[
{
"node": "Extract Select Param",
"type": "main",
"index": 0
}
],
[
{
"node": "Prepare Recipe Modification",
"type": "main",
"index": 0
}
],
[
{
"node": "Prepare Recipe Creation",
"type": "main",
"index": 0
}
],
[
{
"node": "Extract Search Term",
"type": "main",
"index": 0
}
]
]
},
"Recipe AI Agent": {
"main": [
[
{
"node": "Telegram Send AI Response",
"type": "main",
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}
]
]
},
"Telegram Trigger": {
"main": [
[
{
"node": "Command Router",
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}
]
]
},
"Lookup Recipe Row": {
"main": [
[
{
"node": "Format Full Recipe",
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}
]
]
},
"OpenAI Chat Model": {
"ai_languageModel": [
[
{
"node": "Recipe AI Agent",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Read Recipe Names": {
"main": [
[
{
"node": "Format List Message",
"type": "main",
"index": 0
}
]
]
},
"Format Full Recipe": {
"main": [
[
{
"node": "Telegram Send Full Recipe",
"type": "main",
"index": 0
}
]
]
},
"Read Recipes Sheet": {
"ai_tool": [
[
{
"node": "Recipe AI Agent",
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}
]
]
},
"Conversation Memory": {
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{
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}
]
]
},
"Extract Search Term": {
"main": [
[
{
"node": "Recipe AI Agent",
"type": "main",
"index": 0
}
]
]
},
"Format List Message": {
"main": [
[
{
"node": "Telegram Send Recipe List",
"type": "main",
"index": 0
}
]
]
},
"Extract Select Param": {
"main": [
[
{
"node": "Lookup Recipe Row",
"type": "main",
"index": 0
}
]
]
},
"Update Recipes Sheet": {
"ai_tool": [
[
{
"node": "Recipe AI Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Prepare Recipe Creation": {
"main": [
[
{
"node": "Recipe AI Agent",
"type": "main",
"index": 0
}
]
]
},
"Google Gemini Chat Model": {
"ai_languageModel": [
[]
]
},
"Prepare Recipe Modification": {
"main": [
[
{
"node": "Recipe AI Agent",
"type": "main",
"index": 0
}
]
]
}
}
}
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About this workflow
Tired of scrolling through messy notes and bookmarks to find your favorite recipes? Wish you had a personal chef's assistant to help you in the kitchen?
Source: https://n8n.io/workflows/8425/ — original creator credit. Request a take-down →
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