通过WhatsApp + GPT-4 + Google Sheets自动化产品数据收集和客户支持
高级
这是一个Support, AI领域的自动化工作流，包含 20 个节点。主要使用 Code, Switch, WhatsApp, HttpRequest, GoogleSheets 等节点，结合人工智能技术实现智能自动化。 通过WhatsApp、GPT-4和Google Sheets自动化产品培训和客户支持
前置要求
- •可能需要目标 API 的认证凭证
- •Google Sheets API 凭证
- •OpenAI API Key
使用的节点 (20)
工作流预览
可视化展示节点连接关系，支持缩放和平移
导出工作流
复制以下 JSON 配置到 n8n 导入，即可使用此工作流
{
"id": "GvlLeSOUPfar0DQS",
"meta": {
"instanceId": "a2b23892dd6989fda7c1209b381f5850373a7d2b85609624d7c2b7a092671d44",
"templateCredsSetupCompleted": true
},
"name": "通过 WhatsApp + GPT-4 + Google Sheets 自动化产品数据收集和客户支持",
"tags": [],
"nodes": [
{
"id": "370611ee-2725-4ee4-a73a-68d4eaabfe3a",
"name": "WhatsApp Business Cloud",
"type": "n8n-nodes-base.whatsApp",
"position": [
1020,
220
],
"webhookId": "ef261fd4-e3b8-42e9-a0e2-2c3c44b6b15e",
"parameters": {
"textBody": "={{ $json.output }}",
"operation": "send",
"phoneNumberId": "574583382412256",
"additionalFields": {},
"recipientPhoneNumber": "+212722542056"
},
"credentials": {
"whatsAppApi": {
"id": "TzeEzaeiZOOqcLOZ",
"name": "WhatsApp account"
}
},
"typeVersion": 1
},
{
"id": "30520fe8-a423-4942-85b2-9e8776b45939",
"name": "便签",
"type": "n8n-nodes-base.stickyNote",
"position": [
-740,
-20
],
"parameters": {
"width": 400,
"height": 440,
"content": "## 🟡 步骤 1 – 传入 WhatsApp 消息"
},
"typeVersion": 1
},
{
"id": "d3259e0e-5368-407d-8ac6-993784c939c9",
"name": "便签1",
"type": "n8n-nodes-base.stickyNote",
"position": [
-300,
280
],
"parameters": {
"color": 6,
"width": 1180,
"height": 420,
"content": "## 🔵 步骤 3 – 客户支持流程"
},
"typeVersion": 1
},
{
"id": "455ce4ab-6d14-4d4e-8ff8-04612cf532b9",
"name": "便签2",
"type": "n8n-nodes-base.stickyNote",
"position": [
-300,
-400
],
"parameters": {
"color": 3,
"width": 1180,
"height": 660,
"content": "## 🔴 步骤 2 – 产品数据训练（由 train: 触发）"
},
"typeVersion": 1
},
{
"id": "15251a04-a139-4a71-9e96-d5ecd9c2e66c",
"name": "便签3",
"type": "n8n-nodes-base.stickyNote",
"position": [
920,
-20
],
"parameters": {
"color": 4,
"width": 320,
"height": 440,
"content": "## 🟢 步骤 4 – 客户响应"
},
"typeVersion": 1
},
{
"id": "f028f5a3-fed3-4f90-89cc-2af211da7362",
"name": "传入消息触发器",
"type": "n8n-nodes-base.whatsAppTrigger",
"position": [
-700,
220
],
"webhookId": "48ce9bac-c7ea-4cb7-a40a-b010ea5ac743",
"parameters": {
"options": {},
"updates": [
"messages"
]
},
"credentials": {
"whatsAppTriggerApi": {
"id": "zYvcHcxGBNdN9Ptf",
"name": "WhatsApp OAuth account"
}
},
"typeVersion": 1
},
{
"id": "54edaa0c-005e-4810-a2fa-76fbcc009b2b",
"name": "检查是否为训练",
"type": "n8n-nodes-base.switch",
"position": [
-520,
220
],
"parameters": {
"rules": {
"values": [
{
"outputKey": "train",
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "9865cb5b-33da-490c-afc3-186457d5b564",
"operator": {
"type": "string",
"operation": "startsWith"
},
"leftValue": "={{ $json.messages[0].text.body }}",
"rightValue": "train:"
}
]
},
"renameOutput": true
},
{
"outputKey": "text",
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "5a9a1fee-b408-469f-a08c-e8d690fc9792",
"operator": {
"type": "string",
"operation": "notStartsWith"
},
"leftValue": "={{ $json.messages[0].text.body }}",
"rightValue": "train:"
}
]
},
"renameOutput": true
}
]
},
"options": {}
},
"typeVersion": 3.2
},
{
"id": "b4187b28-efd9-46cb-8d1c-23d89d3f6125",
"name": "从文本中提取 URL",
"type": "n8n-nodes-base.code",
"position": [
-260,
-320
],
"parameters": {
"jsCode": "// Récupérer le texte à analyser depuis l'input\nconst texteExemple = $input.first().json.messages[0].text.body;\n\n// Expression régulière modifiée pour capturer les URL avec ou sans protocole\nconst regex = /((?:https?:\\/\\/)?(?:www\\.)?[a-zA-Z0-9.-]+\\.[a-zA-Z]{2,6}(?:\\/\\S*)?)/g;\n\n// Extraction des URL à partir du texte\nconst matches = texteExemple.match(regex) || [];\n\n// Si des URL ont été trouvées, on les mappe en objets\nif (matches.length > 0) {\n const output = matches.map(url => ({ url }));\n return output;\n} else {\n // Si aucune URL n'est trouvée, on retourne les items d'entrée pour que le workflow continue\n return $input.all();\n}\n"
},
"typeVersion": 2
},
{
"id": "dbbcc8cf-2544-4de1-bcfd-6292d96a1017",
"name": "获取 HTML 页面",
"type": "n8n-nodes-base.httpRequest",
"position": [
-100,
-320
],
"parameters": {
"url": "={{ $json.url }}",
"options": {
"response": {
"response": {
"responseFormat": "text"
}
}
}
},
"typeVersion": 4.2
},
{
"id": "91e711d0-26c0-41dd-a9c5-28100f0f44f6",
"name": "清理 HTML 内容",
"type": "n8n-nodes-base.code",
"position": [
60,
-320
],
"parameters": {
"jsCode": "// Exemple : récupération du contenu HTML depuis le premier item\n// Si vous avez un champ nommé \"html\" dans un noeud précédent.\nconst htmlContent = $input.first().json.html;\n\n// Fonction de nettoyage du HTML\nfunction nettoyerHTML(input) {\n if (typeof input !== 'string') {\n throw new Error(\"Expected HTML content as a string.\");\n }\n let cleanedText = input;\n\n // 1. Retirer les liens <a> et leur contenu\n cleanedText = cleanedText.replace(/<a[^>]*>.*?<\\/a>/gs, '');\n\n // 2. Retirer <script>, <style>, commentaires, etc.\n cleanedText = cleanedText.replace(/<script[^>]*>.*?<\\/script>/gs, '');\n cleanedText = cleanedText.replace(/<style[^>]*>.*?<\\/style>/gs, '');\n cleanedText = cleanedText.replace(/<!--[\\s\\S]*?-->/g, '');\n\n // 3. Insérer des retours à la ligne pour certaines balises\n cleanedText = cleanedText.replace(/<h[1-6][^>]*>/gi, '\\n');\n cleanedText = cleanedText.replace(/<\\/h[1-6]>/gi, '\\n');\n cleanedText = cleanedText.replace(/<p[^>]*>/gi, '\\n');\n cleanedText = cleanedText.replace(/<\\/p>/gi, '\\n');\n cleanedText = cleanedText.replace(/<ul[^>]*>/gi, '\\n');\n cleanedText = cleanedText.replace(/<\\/ul>/gi, '\\n');\n cleanedText = cleanedText.replace(/<ol[^>]*>/gi, '\\n');\n cleanedText = cleanedText.replace(/<\\/ol>/gi, '\\n');\n cleanedText = cleanedText.replace(/<li[^>]*>/gi, '- ');\n cleanedText = cleanedText.replace(/<\\/li>/gi, '\\n');\n\n // 4. Supprimer toutes les balises HTML restantes\n cleanedText = cleanedText.replace(/<[^>]+>/g, '');\n\n // 5. Supprimer (ou ajuster) les caractères spéciaux\n cleanedText = cleanedText.replace(/[^\\w\\sÀ-ÖØ-öø-ÿ]+/g, '');\n\n // 6. Normaliser les espaces multiples et trim\n cleanedText = cleanedText.replace(/\\s+/g, ' ').trim();\n\n return cleanedText;\n}\n\n// Nettoyage\nconst result = nettoyerHTML($input.first().json.data);\n\n// Retour d'un tableau contenant l'objet final\nreturn [\n {\n json: {\n cleanedText: result\n }\n }\n];\n"
},
"typeVersion": 2
},
{
"id": "7e457450-42ef-417e-b5f9-3248c9c7c2ae",
"name": "保存原始产品信息",
"type": "n8n-nodes-base.googleSheets",
"position": [
240,
-320
],
"parameters": {
"columns": {
"value": {
"Product Link": "={{ $('Extract URL from Text').item.json.url }}",
"Product Description": "={{ $json.cleanedText }}"
},
"schema": [
{
"id": "Product Link",
"type": "string",
"display": true,
"required": false,
"displayName": "Product Link",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Product Name",
"type": "string",
"display": true,
"required": false,
"displayName": "Product Name",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Product Price",
"type": "string",
"display": true,
"required": false,
"displayName": "Product Price",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Product Description",
"type": "string",
"display": true,
"required": false,
"displayName": "Product Description",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Product Topic",
"type": "string",
"display": true,
"required": false,
"displayName": "Product Topic",
"defaultMatch": false,
"canBeUsedToMatch": true
}
],
"mappingMode": "defineBelow",
"matchingColumns": [],
"attemptToConvertTypes": false,
"convertFieldsToString": false
},
"options": {},
"operation": "append",
"sheetName": {
"__rl": true,
"mode": "list",
"value": 689245338,
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/1wa41S888Ya3sqEkBdzYiDq-5FOu_V30BOe-toX_78xQ/edit#gid=689245338",
"cachedResultName": "Products"
},
"documentId": {
"__rl": true,
"mode": "list",
"value": "1wa41S888Ya3sqEkBdzYiDq-5FOu_V30BOe-toX_78xQ",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/1wa41S888Ya3sqEkBdzYiDq-5FOu_V30BOe-toX_78xQ/edit?usp=drivesdk",
"cachedResultName": "Product Sales - AI Agent WhatsApp"
}
},
"credentials": {
"googleSheetsOAuth2Api": {
"id": "51us92xkOlrvArhV",
"name": "Google Sheets account"
}
},
"typeVersion": 4.5
},
{
"id": "d3dfa439-4056-4ce9-b874-100500967de6",
"name": "OpenAI 模型",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
320,
-40
],
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "gpt-4o-mini"
},
"options": {}
},
"credentials": {
"openAiApi": {
"id": "6h3DfVhNPw9I25nO",
"name": "OpenAi account"
}
},
"typeVersion": 1.2
},
{
"id": "10217317-f6dd-4890-b05d-197d3d2adb79",
"name": "短期记忆",
"type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
"position": [
500,
-40
],
"parameters": {
"sessionKey": "={{ $('Incoming Message Trigger').item.json.messages[0].id }}",
"sessionIdType": "customKey",
"contextWindowLength": 50
},
"typeVersion": 1.3
},
{
"id": "58ce0f46-fabc-4b6e-97d7-857dc6f1e568",
"name": "更新产品表格",
"type": "n8n-nodes-base.googleSheetsTool",
"position": [
680,
-40
],
"parameters": {
"columns": {
"value": {
"F&Q": "={{ $fromAI(\"product_faq\", \"these are the most common questions users might have about the product, including answers if available\") }}\n",
"Product Link": "={{ $fromAI(\"product_url\",\"this is the website link of the product\") }}",
"Product Name": "={{ $fromAI(\"product_name\",\"this is the name of the product\") }}",
"Product Price": "={{ $fromAI(\"product_price\",\"this is the price of the product\") }}",
"Product Topic": "={{ $fromAI(\"product_topic\",\"this is the topic of the product that specifies what it is for, who it is for and what the key benefits are\") }}"
},
"schema": [
{
"id": "Product Link",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "Product Link",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Product Name",
"type": "string",
"display": true,
"required": false,
"displayName": "Product Name",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Product Price",
"type": "string",
"display": true,
"required": false,
"displayName": "Product Price",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Product Description",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "Product Description",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Product Topic",
"type": "string",
"display": true,
"required": false,
"displayName": "Product Topic",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "F&Q",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "F&Q",
"defaultMatch": false,
"canBeUsedToMatch": true
}
],
"mappingMode": "defineBelow",
"matchingColumns": [
"Product Link"
],
"attemptToConvertTypes": false,
"convertFieldsToString": false
},
"options": {},
"operation": "appendOrUpdate",
"sheetName": {
"__rl": true,
"mode": "list",
"value": 689245338,
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/1wa41S888Ya3sqEkBdzYiDq-5FOu_V30BOe-toX_78xQ/edit#gid=689245338",
"cachedResultName": "Products"
},
"documentId": {
"__rl": true,
"mode": "list",
"value": "1wa41S888Ya3sqEkBdzYiDq-5FOu_V30BOe-toX_78xQ",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/1wa41S888Ya3sqEkBdzYiDq-5FOu_V30BOe-toX_78xQ/edit?usp=drivesdk",
"cachedResultName": "Product Sales - AI Agent WhatsApp"
}
},
"credentials": {
"googleSheetsOAuth2Api": {
"id": "51us92xkOlrvArhV",
"name": "Google Sheets account"
}
},
"typeVersion": 4.5
},
{
"id": "020714ae-5668-4fa5-8ba8-f1e476a8060e",
"name": "AI 智能体 - 客户支持代理",
"type": "@n8n/n8n-nodes-langchain.agent",
"position": [
380,
300
],
"parameters": {
"text": "={{ $json.messages[0].text.body }}",
"options": {
"systemMessage": "You are a helpful and intelligent customer support assistant.\n\nYou have access to a Google Sheets tool that allows you to read any content from a specific sheet to gather necessary information.\nNever mention to the user that you accessed Google Sheets to retrieve any data.\n\nYour main responsibilities:\n\nUnderstand the user’s request or issue.\n\nIf the user is asking about a product, retrieve the relevant product name, price, and details as needed.\n\nDetermine whether the product price is a subscription or a one-time payment, based on the description.\n\nIf you detect that the user is facing a problem:\n\nIdentify and describe the problem clearly.\n\nPropose a practical and helpful solution.\n\nLog this interaction by adding a new row to the Google Sheet with the following columns:\n\nProblem\n\nSuggested Solution\n\nCategory (e.g., payment, login, access, delivery, technical issue, etc.)\n\nBe professional, concise, and empathetic in your responses.\nAlways aim to resolve the issue or provide the next best action."
},
"promptType": "define"
},
"typeVersion": 1.7
},
{
"id": "53e49985-e1b9-48fd-9ea8-3352a63484e0",
"name": "AI 智能体 - 增强产品详情",
"type": "@n8n/n8n-nodes-langchain.agent",
"position": [
420,
-320
],
"parameters": {
"text": "=My product description : {{ $json['Product Description'] }}\n\nMy product link : {{ $json['Product Link'] }}",
"options": {
"systemMessage": "You are a helpful and intelligent assistant.\n\nYou receive the text content of a product page.\n\nYour tasks are:\n\nExtract the product name.\n\nExtract the product price, and determine whether it is a subscription or a one-time payment.\n\nIdentify the product topic.\n\nExtract the most frequently asked questions (FAQs) related to the product.\n\nYou have access to a Google Sheets tool that allows you to update specific columns and cells.\n\nAlways add the following data to the same row as the product URL in the Google Sheet:\n\nProduct Name\n\nProduct Price (with subscription/one-time label)\n\nProduct Topic\n\nFAQs\n\nBe accurate, structured, and consistent when filling in the sheet.\nDo not mention Google Sheets in your responses."
},
"promptType": "define"
},
"typeVersion": 1.8
},
{
"id": "194136b5-872a-492b-882b-d26a2890cbcf",
"name": "OpenAI 模型1",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
220,
560
],
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "gpt-4o-mini"
},
"options": {}
},
"credentials": {
"openAiApi": {
"id": "6h3DfVhNPw9I25nO",
"name": "OpenAi account"
}
},
"typeVersion": 1.2
},
{
"id": "efc89a9b-3141-4735-adaf-7b9e2b6879ed",
"name": "对话记忆",
"type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
"position": [
400,
560
],
"parameters": {
"sessionKey": "={{ $json.messages[0].id }}",
"sessionIdType": "customKey",
"contextWindowLength": 50
},
"typeVersion": 1.3
},
{
"id": "d1a21094-0237-4b17-818c-3af7760b405f",
"name": "读取产品表格",
"type": "n8n-nodes-base.googleSheetsTool",
"position": [
560,
560
],
"parameters": {
"options": {
"dataLocationOnSheet": {
"values": {
"readRowsUntil": "firstEmptyRow",
"rangeDefinition": "detectAutomatically"
}
}
},
"sheetName": {
"__rl": true,
"mode": "list",
"value": 689245338,
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/1wa41S888Ya3sqEkBdzYiDq-5FOu_V30BOe-toX_78xQ/edit#gid=689245338",
"cachedResultName": "Products"
},
"documentId": {
"__rl": true,
"mode": "list",
"value": "1wa41S888Ya3sqEkBdzYiDq-5FOu_V30BOe-toX_78xQ",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/1wa41S888Ya3sqEkBdzYiDq-5FOu_V30BOe-toX_78xQ/edit?usp=drivesdk",
"cachedResultName": "Product Sales - AI Agent WhatsApp"
}
},
"credentials": {
"googleSheetsOAuth2Api": {
"id": "51us92xkOlrvArhV",
"name": "Google Sheets account"
}
},
"typeVersion": 4.5
},
{
"id": "2c2dcf9b-5578-4bd4-85b6-27621927a0a0",
"name": "记录客户问题",
"type": "n8n-nodes-base.googleSheetsTool",
"position": [
740,
560
],
"parameters": {
"columns": {
"value": {
"Category": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Category', ``, 'string') }}",
"Solution": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Solution', ``, 'string') }}",
"Support Problem": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Support_Problem', ``, 'string') }}"
},
"schema": [
{
"id": "Support Problem",
"type": "string",
"display": true,
"required": false,
"displayName": "Support Problem",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Solution",
"type": "string",
"display": true,
"required": false,
"displayName": "Solution",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Category",
"type": "string",
"display": true,
"required": false,
"displayName": "Category",
"defaultMatch": false,
"canBeUsedToMatch": true
}
],
"mappingMode": "defineBelow",
"matchingColumns": [],
"attemptToConvertTypes": false,
"convertFieldsToString": false
},
"options": {},
"operation": "append",
"sheetName": {
"__rl": true,
"mode": "list",
"value": 1725207764,
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/1wa41S888Ya3sqEkBdzYiDq-5FOu_V30BOe-toX_78xQ/edit#gid=1725207764",
"cachedResultName": "Customer Issues"
},
"documentId": {
"__rl": true,
"mode": "list",
"value": "1wa41S888Ya3sqEkBdzYiDq-5FOu_V30BOe-toX_78xQ",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/1wa41S888Ya3sqEkBdzYiDq-5FOu_V30BOe-toX_78xQ/edit?usp=drivesdk",
"cachedResultName": "Product Sales - AI Agent WhatsApp"
}
},
"credentials": {
"googleSheetsOAuth2Api": {
"id": "51us92xkOlrvArhV",
"name": "Google Sheets account"
}
},
"typeVersion": 4.5
}
],
"active": false,
"pinData": {},
"settings": {
"executionOrder": "v1"
},
"versionId": "2e8ea310-e164-4d5d-ae0b-ade129b07a4a",
"connections": {
"OpenAI Model": {
"ai_languageModel": [
[
{
"node": "AI Agent - Enhance Product Details",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"OpenAI Model1": {
"ai_languageModel": [
[
{
"node": "AI Agent - Customer Support Agent",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Fetch HTML Page": {
"main": [
[
{
"node": "Clean HTML Content",
"type": "main",
"index": 0
}
]
]
},
"Check If Training": {
"main": [
[
{
"node": "Extract URL from Text",
"type": "main",
"index": 0
}
],
[
{
"node": "AI Agent - Customer Support Agent",
"type": "main",
"index": 0
}
]
]
},
"Short-Term Memory": {
"ai_memory": [
[
{
"node": "AI Agent - Enhance Product Details",
"type": "ai_memory",
"index": 0
}
]
]
},
"Clean HTML Content": {
"main": [
[
{
"node": "Save Raw Product Info",
"type": "main",
"index": 0
}
]
]
},
"Read Product Sheet": {
"ai_tool": [
[
{
"node": "AI Agent - Customer Support Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"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
}
]
]
},
"Update Product Sheet": {
"ai_tool": [
[
{
"node": "AI Agent - Enhance Product Details",
"type": "ai_tool",
"index": 0
}
]
]
},
"Extract URL from Text": {
"main": [
[
{
"node": "Fetch HTML Page",
"type": "main",
"index": 0
}
]
]
},
"Save Raw Product Info": {
"main": [
[
{
"node": "AI Agent - Enhance Product Details",
"type": "main",
"index": 0
}
]
]
},
"WhatsApp Business Cloud": {
"main": [
[]
]
},
"Incoming Message Trigger": {
"main": [
[
{
"node": "Check If Training",
"type": "main",
"index": 0
}
]
]
},
"AI Agent - Customer Support Agent": {
"main": [
[
{
"node": "WhatsApp Business Cloud",
"type": "main",
"index": 0
}
]
]
},
"AI Agent - Enhance Product Details": {
"main": [
[
{
"node": "WhatsApp Business Cloud",
"type": "main",
"index": 0
}
]
]
}
}
}常见问题
如何使用这个工作流？
复制上方的 JSON 配置代码，在您的 n8n 实例中创建新工作流并选择「从 JSON 导入」，粘贴配置后根据需要修改凭证设置即可。
这个工作流适合什么场景？
高级 - 客户支持, 人工智能
需要付费吗？
本工作流完全免费，您可以直接导入使用。但请注意，工作流中使用的第三方服务（如 OpenAI API）可能需要您自行付费。
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难度等级
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节点数量20
分类2
节点类型11
作者
Dr. Firas
@drfirasAutomation expert and certified trainer. I create hands-on courses to master automation with n8n. Contact me to access my exclusive training and start building powerful workflows today. 🚀
外部链接
在 n8n.io 查看 →
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