使用WhatsApp AI助手和Google文档及Gemini自动处理客户支持
中级
这是一个Support Chatbot, AI Chatbot领域的自动化工作流,包含 14 个节点。主要使用 If, Code, Webhook, DateTime, GoogleDocs 等节点。 使用WhatsApp AI助手和Google文档及Gemini自动处理客户支持
前置要求
- •HTTP Webhook 端点(n8n 会自动生成)
- •Google Sheets API 凭证
- •Google Gemini API Key
使用的节点 (14)
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
{
"meta": {
"instanceId": "e42ff03bc515cd7f9edc081a89072ca1985132e0d4a1cdabe6c26855a252768f",
"templateId": "4966"
},
"nodes": [
{
"id": "02f761e2-83c4-488b-91f4-f4ae11b15c00",
"name": "AI 代理",
"type": "@n8n/n8n-nodes-langchain.agent",
"maxTries": 5,
"position": [
1420,
680
],
"parameters": {
"text": "={{ $json.finalPrompt }}\n\n\n",
"options": {
"systemMessage": "You are [Company]’s support assistant for Black Ball Sporting Club.\n• Do NOT include any preamble such as “Based on the document you provided” or “Okay, [Name].” Just jump straight to the answer.\n* don't ever start your response with\"based on the document you provided\" , or \"According to the document\", don't mention any documents at all , also don't mention today's date unless you asked\n"
},
"promptType": "define",
"hasOutputParser": true
},
"retryOnFail": false,
"typeVersion": 1.7,
"alwaysOutputData": true,
"waitBetweenTries": null
},
{
"id": "57ecb397-5772-4db3-8a5a-ce28a4e01e63",
"name": "cleanAnswer",
"type": "n8n-nodes-base.code",
"position": [
2680,
580
],
"parameters": {
"jsCode": "// cleanAnswer – run once per item\nlet txt = $('AI Agent').first().json.output || '';\n\n// 1. Remove bold / italic / strike markers\ntxt = txt.replace(/[*_~]+/g, '');\n\n// 2. Convert [Texto](https://url) → Texto https://url\ntxt = txt.replace(/\\[([^\\]]+)\\]\\((https?:\\/\\/[^\\s)]+)\\)/g, '$1 $2');\n\n// 3. Collapse 3+ blank lines\ntxt = txt.replace(/\\n{3,}/g, '\\n\\n').trim();\n\n// 4. Remove the unwanted source-reference preamble\ntxt = txt.replace(/^.*?based on the document you provided[,:]?\\s*/i, '');\n\nreturn [{ json: { answer: txt } }];\n"
},
"typeVersion": 2
},
{
"id": "d70cf8b1-8c24-44f2-9b37-5205b130cff2",
"name": "24 小时窗口检查",
"type": "n8n-nodes-base.code",
"position": [
2240,
680
],
"parameters": {
"jsCode": "// within24h? – run once per item\n// Meta (WhatsApp) timestamp arrives as seconds since epoch\nconst lastTs = Number($('when message received').first().json.messages[0].timestamp) * 1000; // → ms\nconst withinWindow = Date.now() - lastTs < 24 * 60 * 60 * 1000;\n\nreturn [{ json: { withinWindow, answer: $json.answer, userId: $json.userId } }];"
},
"typeVersion": 2
},
{
"id": "66c83de5-413a-440f-804e-15b137beb873",
"name": "如果",
"type": "n8n-nodes-base.if",
"position": [
2460,
680
],
"parameters": {
"options": {},
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "d33e218e-a49a-49ed-9c6b-55b9ea0b0dbb",
"operator": {
"type": "boolean",
"operation": "true",
"singleValue": true
},
"leftValue": "={{ $json.withinWindow }}",
"rightValue": ""
}
]
}
},
"typeVersion": 2.2
},
{
"id": "c9d931c3-d88c-4d15-b8fe-787327c0200a",
"name": "Google Gemini 聊天模型",
"type": "@n8n/n8n-nodes-langchain.lmChatGoogleGemini",
"position": [
1380,
900
],
"parameters": {
"options": {},
"modelName": "models/gemini-2.5-flash-preview-04-17-thinking"
},
"typeVersion": 1
},
{
"id": "df46b528-cbbd-49c2-9b83-4402ef0c8ac7",
"name": "准备提示",
"type": "n8n-nodes-base.aiTransform",
"position": [
1200,
680
],
"parameters": {
"jsCode": "const googleDocs = $input.all().map((item) => item.json);\nconst whatsappMessages = $(\"when message received\")\n .all()\n .map((item) => item.json);\n\nconst date = new Date();\nconst formattedDate = `${date.getMonth() + 1} ${date.getDate()}, ${date.getFullYear()}`;\n\nconst docText = googleDocs[0].content.split(\"\\n\").join(\" \");\n\nconst body = whatsappMessages[0].messages[0].text.body;\n\nconst finalPrompt = `Today's date is: ${formattedDate}\\n\\n${docText}\\n\\nUser's question:\\n${body}`;\n\nreturn { finalPrompt };\n",
"instructions": "Write code to:\n• Get today’s date formatted “Month Day, Year”\n• Extract the Google Doc’s plain text by joining its body.content textRuns\n• Extract the WhatsApp message from messages[0].text.body\n• Build a field finalPrompt exactly as:\n\nvbnet\nCopy\nEdit\nToday's date is: [date]\n\n[doc text]\n\nUser's question:\n[body]\n• Return finalPrompt only.",
"codeGeneratedForPrompt": "Write code to:\n• Get today’s date formatted “Month Day, Year”\n• Extract the Google Doc’s plain text by joining its body.content textRuns\n• Extract the WhatsApp message from messages[0].text.body\n• Build a field finalPrompt exactly as:\n\nvbnet\nCopy\nEdit\nToday's date is: [date]\n\n[doc text]\n\nUser's question:\n[body]\n• Return finalPrompt only."
},
"typeVersion": 1
},
{
"id": "19de46dc-add8-4cad-81a9-6e5b341f1f33",
"name": "Google Sheets",
"type": "n8n-nodes-base.googleSheets",
"position": [
2020,
680
],
"parameters": {},
"credentials": {},
"typeVersion": 4.6
},
{
"id": "b622392e-65dc-4d27-a5f9-d27ea57aae61",
"name": "日期与时间",
"type": "n8n-nodes-base.dateTime",
"position": [
1800,
680
],
"parameters": {
"options": {}
},
"typeVersion": 2
},
{
"id": "a6ae2118-9d68-4fb0-b975-b9c6d4170e00",
"name": "便签",
"type": "n8n-nodes-base.stickyNote",
"position": [
380,
240
],
"parameters": {
"height": 1520,
"content": "# WhatsApp AI 助手"
},
"typeVersion": 1
},
{
"id": "8f4a786b-fc6d-4e2f-b8df-c605475afc81",
"name": "公司知识库",
"type": "n8n-nodes-base.googleDocs",
"position": [
980,
680
],
"parameters": {
"operation": "get",
"documentURL": "=1Uv1WYCcXNlp-jaeJ7-3MNxWYfPj-wcYnJv4_colXSvk"
},
"typeVersion": 2
},
{
"id": "a6de89dd-ada0-432c-9f8e-ece38264ad81",
"name": "简单记忆",
"type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
"position": [
1500,
900
],
"parameters": {
"sessionKey": "={{ $('when message received').item.json.contacts[0].wa_id }}",
"sessionIdType": "customKey"
},
"typeVersion": 1.3
},
{
"id": "bc950073-fd3c-45e6-bb14-d2d361418725",
"name": "WhapAround - 监听",
"type": "n8n-nodes-base.webhook",
"position": [
720,
680
],
"webhookId": "30720c7c-18f4-4815-be3b-03343d53ee45",
"parameters": {
"path": "30720c7c-18f4-4815-be3b-03343d53ee45",
"options": {},
"httpMethod": "POST",
"responseMode": "responseNode"
},
"typeVersion": 2
},
{
"id": "ce59dedc-9e76-4d68-a3d7-721a58593c92",
"name": "WhapAround - 回复消息",
"type": "n8n-nodes-base.respondToWebhook",
"position": [
2920,
580
],
"parameters": {
"options": {}
},
"typeVersion": 1.2
},
{
"id": "b88bce3f-8aa1-4cc1-9d0f-31f229cc19de",
"name": "WhapAround - 回复模板",
"type": "n8n-nodes-base.respondToWebhook",
"position": [
2700,
800
],
"parameters": {
"options": {}
},
"typeVersion": 1.2
}
],
"pinData": {},
"connections": {
"If": {
"main": [
[
{
"node": "cleanAnswer",
"type": "main",
"index": 0
}
],
[
{
"node": "WhapAround - Respond Template ",
"type": "main",
"index": 0
}
]
]
},
"AI Agent": {
"main": [
[
{
"node": "Date & Time",
"type": "main",
"index": 0
}
]
]
},
"Date & Time": {
"main": [
[
{
"node": "Google Sheets",
"type": "main",
"index": 0
}
]
]
},
"cleanAnswer": {
"main": [
[
{
"node": "WhapAround - Respond Message ",
"type": "main",
"index": 0
}
]
]
},
"Google Sheets": {
"main": [
[
{
"node": "24-hour window check",
"type": "main",
"index": 0
}
]
]
},
"Simple Memory": {
"ai_memory": [
[
{
"node": "AI Agent",
"type": "ai_memory",
"index": 0
}
]
]
},
"Prepare Prompt": {
"main": [
[
{
"node": "AI Agent",
"type": "main",
"index": 0
}
]
]
},
"company's knowledge": {
"main": [
[
{
"node": "Prepare Prompt",
"type": "main",
"index": 0
}
]
]
},
"24-hour window check": {
"main": [
[
{
"node": "If",
"type": "main",
"index": 0
}
]
]
},
"WhapAround - Listeing": {
"main": [
[
{
"node": "company's knowledge",
"type": "main",
"index": 0
}
]
]
},
"Google Gemini Chat Model": {
"ai_languageModel": [
[
{
"node": "AI Agent",
"type": "ai_languageModel",
"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?
中级 - 客服机器人, AI 聊天机器人
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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