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Workflow automatisé avec 12 nodes incluant : stickyNote, webhook, @n8n/langchain.textSplitterCharacterTextSplitter, @n8...
Documentation Complète
📋 Automatisation Intelligente LINE avec Google et OpenAI
💡 Description
Ce workflow innovant connecte LINE, Google Calendar, Gmail et OpenAI pour offrir une solution d'assistance virtuelle automatisée. Il permet de gérer efficacement les interactions utilisateur via LINE, d'extraire des informations pertinentes à partir de Google Calendar et Gmail, et d'utiliser l'intelligence artificielle pour fournir des réponses précises et contextuelles. En intégrant ces services, le workflow améliore la productivité en automatisant les tâches répétitives et en réduisant le temps nécessaire à la gestion des communications.
📈 Impact & ROI: Améliore considérablement l'efficacité opérationnelle en automatisant les interactions clients et la gestion des calendriers, réduisant ainsi le besoin de ressources humaines dédiées.
🚀 Fonctionnalités Clés
- ✅ Intégration fluide de LINE avec Google Services
- ✅ Réponses intelligentes grâce à OpenAI
- ✅ Gestion automatique des événements dans Google Calendar
- ✅ Filtrage et traitement efficace des emails avec Gmail
📊 Architecture Technique
14
Nodes
Nodes
12
Connexions
Connexions
4
Services
Services
🔌 Services Intégrés
LINEGoogle CalendarGmailOpenAI
🔧 Composition du Workflow
| Node | Type | Description |
|---|---|---|
| AI Agent | @n8n/n8n-nodes-langchain.agent | Traitement des données |
| Window Buffer Memory | @n8n/n8n-nodes-langchain.memoryBufferWindow | Traitement des données |
| OpenAI Chat Model | @n8n/n8n-nodes-langchain.lmChatOpenAi | Traitement des données |
| Wikipedia | @n8n/n8n-nodes-langchain.toolWikipedia | Traitement des données |
| OpenAI | @n8n/n8n-nodes-langchain.openAi | Traitement des données |
| Switch Between Text and Others | switch | Traitement des données |
| Line Receiving | webhook | Réception de données via webhook |
| Error Handling from AI Response | switch | Traitement des données |
| Text Cleansing | set | Traitement des données |
| Line Answering (Error Case) | httpRequest | Requête HTTP vers une API externe |
| Line Answering (Ordinary Case) | httpRequest | Requête HTTP vers une API externe |
| Google Calendar Create | googleCalendarTool | Traitement des données |
| Google Calendar Read | googleCalendarTool | Traitement des données |
| Gmail Read | gmailTool | Traitement des données |
📖 Guide d'Implémentation
- Import du workflow: Téléchargez le fichier JSON et importez-le dans votre instance n8n
- Configuration des credentials: Configurez les accès pour chaque service utilisé
- Personnalisation: Adaptez les paramètres selon vos besoins spécifiques
- Test: Exécutez le workflow en mode test pour vérifier le bon fonctionnement
- Activation: Activez le workflow pour une exécution automatique
🏷️ Tags
Structure JSON
Voir le code JSON complet
{
"id": "Z5OgwYfK4reCTv9y",
"meta": {
"instanceId": "c59c4acfed171bdc864e7c432be610946898c3ee271693e0303565c953d88c1d"
},
"name": "LINE Assistant with Google Calendar and Gmail Integration",
"tags": [],
"nodes": [
{
"id": "9e1e1c11-f406-47de-8f65-9669cf078d3d",
"name": "AI Agent",
"type": "@n8n\/n8n-nodes-langchain.agent",
"position": [
-1140,
120
],
"parameters": {
"text": "={{ $json.body.events[0].message.text }}",
"options": {
"systemMessage": "=You are a helpful assistant.\n\nHere is the current date {{ $now }}"
},
"promptType": "define"
},
"typeVersion": 1.7
},
{
"id": "fa722820-8804-47da-bb21-02c0d2b5d665",
"name": "Window Buffer Memory",
"type": "@n8n\/n8n-nodes-langchain.memoryBufferWindow",
"position": [
-1020,
580
],
"parameters": {
"sessionKey": "={{ $json.body.events[0].source.userId }}",
"sessionIdType": "customKey"
},
"typeVersion": 1.3
},
{
"id": "5149b91a-5934-4037-a444-dfdb93d0cd16",
"name": "OpenAI Chat Model",
"type": "@n8n\/n8n-nodes-langchain.lmChatOpenAi",
"position": [
-1180,
580
],
"parameters": {
"options": []
},
"typeVersion": 1
},
{
"id": "211a120d-d65f-4708-adc2-66dc8f4a40d6",
"name": "Wikipedia",
"type": "@n8n\/n8n-nodes-langchain.toolWikipedia",
"position": [
-360,
380
],
"parameters": [],
"typeVersion": 1
},
{
"id": "0e03137d-0300-47a4-bbd8-03c87c93d6e2",
"name": "OpenAI",
"type": "@n8n\/n8n-nodes-langchain.openAi",
"position": [
-780,
120
],
"parameters": {
"modelId": {
"__rl": true,
"mode": "list",
"value": "gpt-4o-mini",
"cachedResultName": "GPT-4O-MINI"
},
"options": [],
"messages": {
"values": [
{
"role": "system",
"content": "Your task is to extract and condense the answer into an easily readable format. Don't provide a link or details such as \"ดูเพิ่มเติม\" or \"ดูรายละเอียดได้ที่นี่.\""
},
{
"content": "={{ $json.output }}"
}
]
}
},
"typeVersion": 1.7
},
{
"id": "8c6e96bc-aa9d-44d1-b7ce-6bb85b175cf1",
"name": "Switch Between Text and Others",
"type": "n8n-nodes-base.switch",
"position": [
-1820,
640
],
"parameters": {
"rules": {
"values": [
{
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"operator": {
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $('Line Receiving').item.json.body.events[0].message.type }}",
"rightValue": "text"
}
]
}
}
]
},
"options": {
"fallbackOutput": "extra"
}
},
"typeVersion": 3.2
},
{
"id": "721a5e5e-3a9a-435e-9302-03ca7cf64fb7",
"name": "Line Receiving",
"type": "n8n-nodes-base.webhook",
"position": [
-2320,
560
],
"webhookId": "********-****-****-****-************",
"parameters": {
"path": "linechatbotagent",
"options": [],
"httpMethod": "POST"
},
"typeVersion": 2
},
{
"id": "2b47f8f1-a501-4204-9221-c838edfceae7",
"name": "Error Handling from AI Response",
"type": "n8n-nodes-base.switch",
"position": [
-220,
100
],
"parameters": {
"rules": {
"values": [
{
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"operator": {
"type": "string",
"operation": "exists",
"singleValue": true
},
"leftValue": "={{ $json.message.content }}",
"rightValue": "={{ $json.output }}"
}
]
}
}
]
},
"options": {
"fallbackOutput": "extra"
}
},
"typeVersion": 3.2
},
{
"id": "99218c08-5ec7-44b9-a795-e98f1ec4aab3",
"name": "Text Cleansing",
"type": "n8n-nodes-base.set",
"position": [
0,
0
],
"parameters": {
"options": [],
"assignments": {
"assignments": [
{
"id": "********-****-****-****-************",
"name": "message.content",
"type": "string",
"value": "={{ $json.message.content.replaceAll(\"\\n\",\"\\\\n\").replaceAll(\"\\n\",\"\").removeMarkdown().removeTags().replaceAll('\"',\"\") }}"
}
]
}
},
"typeVersion": 3.4
},
{
"id": "39476f44-9dc7-4c72-a857-9e79f85ccd72",
"name": "Line Answering (Error Case)",
"type": "n8n-nodes-base.httpRequest",
"position": [
760,
680
],
"parameters": {
"url": "https:\/\/api.line.me\/v2\/bot\/message\/reply",
"method": "POST",
"options": [],
"jsonBody": "={\n \"replyToken\": \"{{ $('Line Receiving').item.json.body.events[0].replyToken }}\",\n \"messages\": [\n {\n \"type\": \"text\",\n \"text\": \"กรุณาส่งอย่างอื่นเถอะนะเตงอัว\"\n }\n ]}",
"sendBody": true,
"jsonHeaders": "{\n\"Authorization\": \"Bearer ****************************************\",\n\"Content-Type\": \"application\/json\"\n}",
"sendHeaders": true,
"specifyBody": "json",
"specifyHeaders": "json"
},
"typeVersion": 4.2
},
{
"id": "a7f8837d-c21b-457d-ad8b-b0b69e3c1ba7",
"name": "Line Answering (Ordinary Case)",
"type": "n8n-nodes-base.httpRequest",
"position": [
600,
120
],
"parameters": {
"url": "https:\/\/api.line.me\/v2\/bot\/message\/reply",
"method": "POST",
"options": [],
"jsonBody": "={\n \"replyToken\": \"{{ $('Line Receiving').item.json.body.events[0].replyToken }}\",\n \"messages\": [\n {\n \"type\": \"text\",\n \"text\": \"{{ $json.message.content }}\"\n }\n ]}",
"sendBody": true,
"jsonHeaders": "{\n\"Authorization\": \"Bearer ****************************************\",\n\"Content-Type\": \"application\/json\"\n}",
"sendHeaders": true,
"specifyBody": "json",
"specifyHeaders": "json"
},
"typeVersion": 4.2
},
{
"id": "3280f331-0130-41c2-a581-14feccf76514",
"name": "Google Calendar Create",
"type": "n8n-nodes-base.googleCalendarTool",
"position": [
-640,
400
],
"parameters": {
"end": "= {{ $fromAI(\"createenddate\",\"end date and time to create event\") }}",
"start": "= {{ $fromAI(\"createstartdate\",\"start date and time to create event\") }}",
"calendar": {
"__rl": true,
"mode": "list",
"value": "***********@gmail.com",
"cachedResultName": "***********@gmail.com"
},
"additionalFields": {
"summary": "={{ $fromAI(\"event_name\",\"Name of an Event\") }}"
}
},
"credentials": {
"googleCalendarOAuth2Api": {
"id": "0PzHsuCKdTBU5E2Q",
"name": "Google Calendar account"
}
},
"typeVersion": 1.2
},
{
"id": "7701895f-9781-41b9-aa80-8440e4e9cbd3",
"name": "Google Calendar Read",
"type": "n8n-nodes-base.googleCalendarTool",
"position": [
-880,
580
],
"parameters": {
"limit": 5,
"options": {
"timeMax": "={{ $fromAI(\"enddate\",\"end date user mentioned about\") }}",
"timeMin": "={{ $fromAI(\"startdate\",\"start date user mentioned about\") }}"
},
"calendar": {
"__rl": true,
"mode": "list",
"value": "***********@gmail.com",
"cachedResultName": "***********@gmail.com"
},
"operation": "getAll"
},
"credentials": {
"googleCalendarOAuth2Api": {
"id": "0PzHsuCKdTBU5E2Q",
"name": "Google Calendar account"
}
},
"typeVersion": 1.2
},
{
"id": "881daa7f-cf9a-4d1f-8235-55d206925ac0",
"name": "Gmail Read",
"type": "n8n-nodes-base.gmailTool",
"position": [
-700,
560
],
"webhookId": "********-****-****-****-************",
"parameters": {
"limit": 5,
"filters": {
"receivedAfter": "={{ $fromAI(\"receiveddate\",\"the date email received\") }}"
},
"operation": "getAll"
},
"credentials": {
"gmailOAuth2": {
"id": "cZmU8EQya5OtXVgQ",
"name": "Gmail account"
}
},
"typeVersion": 2.1
}
],
"active": false,
"pinData": {
"Line Receiving": [
{
"json": {
"body": {
"events": [
{
"mode": "active",
"type": "message",
"source": {
"type": "user",
"userId": "****************************************"
},
"message": {
"id": "539986086979174564",
"text": "",
"type": "text",
"quoteToken": "****************************************"
},
"timestamp": 1734688093030,
"replyToken": "********************************",
"webhookEventId": "01JFHQFD2KQE4BA5VVW32YDBZV",
"deliveryContext": {
"isRedelivery": false
}
}
],
"destination": "****************************************"
},
"query": [],
"params": [],
"headers": {
"host": "n8n-9pul.onrender.com",
"cf-ray": "****************",
"rndr-id": "****************",
"cdn-loop": "cloudflare; loops=1; subreqs=1",
"cf-ew-via": "15",
"cf-worker": "onrender.com",
"cf-visitor": "{\"scheme\":\"https\"}",
"user-agent": "LineBotWebhook\/2.0",
"cf-ipcountry": "JP",
"content-type": "application\/json; charset=utf-8",
"content-length": "619",
"true-client-ip": "***.***.***.**",
"accept-encoding": "gzip, br",
"x-forwarded-for": "***.***.***.***, ***.***.***.**",
"x-request-start": "1734688093431195",
"cf-connecting-ip": "***.***.***.**",
"render-proxy-ttl": "4",
"x-line-signature": "****************************************",
"x-forwarded-proto": "https"
},
"webhookUrl": "https:\/\/n8n-9pul.onrender.com\/webhook\/linechatbotagent",
"executionMode": "production"
}
}
]
},
"settings": {
"executionOrder": "v1"
},
"versionId": "14065639-6706-4161-9380-4f4dde6eb501",
"connections": {
"OpenAI": {
"main": [
[
{
"node": "Error Handling from AI Response",
"type": "main",
"index": 0
}
]
]
},
"AI Agent": {
"main": [
[
{
"node": "OpenAI",
"type": "main",
"index": 0
}
]
]
},
"Wikipedia": {
"ai_tool": [
[
{
"node": "AI Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Gmail Read": {
"ai_tool": [
[
{
"node": "AI Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Line Receiving": {
"main": [
[
{
"node": "Switch Between Text and Others",
"type": "main",
"index": 0
}
]
]
},
"Text Cleansing": {
"main": [
[
{
"node": "Line Answering (Ordinary Case)",
"type": "main",
"index": 0
}
]
]
},
"OpenAI Chat Model": {
"ai_languageModel": [
[
{
"node": "AI Agent",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Google Calendar Read": {
"ai_tool": [
[
{
"node": "AI Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Window Buffer Memory": {
"ai_memory": [
[
{
"node": "AI Agent",
"type": "ai_memory",
"index": 0
}
]
]
},
"Google Calendar Create": {
"ai_tool": [
[
{
"node": "AI Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Switch Between Text and Others": {
"main": [
[
{
"node": "AI Agent",
"type": "main",
"index": 0
}
],
[
{
"node": "Line Answering (Error Case)",
"type": "main",
"index": 0
}
]
]
},
"Error Handling from AI Response": {
"main": [
[
{
"node": "Text Cleansing",
"type": "main",
"index": 0
}
],
[
{
"node": "Line Answering (Error Case)",
"type": "main",
"index": 0
}
]
]
}
}
}
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