Airbnb Telegram代理 - 模板
中级
这是一个Support, AI领域的自动化工作流，包含 15 个节点。主要使用 Set, Switch, Telegram, McpClientTool, Agent 等节点，结合人工智能技术实现智能自动化。 Airbnb Telegram代理 - 支持语音的AI驱动住宿搜索
前置要求
- •Telegram Bot Token
- •OpenAI API Key
使用的节点 (15)
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": "9ElwM3xJyiw4my1L",
"meta": {
"instanceId": "558d88703fb65b2d0e44613bc35916258b0f0bf983c5d4730c00c424b77ca36a",
"templateCredsSetupCompleted": true
},
"name": "Airbnb Telegram代理 - 模板",
"tags": [],
"nodes": [
{
"id": "380df1f8-7d7a-4c50-abd3-cf31b09084e1",
"name": "简单记忆",
"type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
"position": [
-540,
320
],
"parameters": {
"sessionKey": "={{ $('Telegram Trigger').item.json.message.chat.id }}",
"sessionIdType": "customKey"
},
"typeVersion": 1.3
},
{
"id": "209d3ae6-19c5-455a-88fd-72ebd2ee0807",
"name": "OpenAI 聊天模型",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
-660,
320
],
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "gpt-4.1",
"cachedResultName": "gpt-4.1"
},
"options": {}
},
"credentials": {
"openAiApi": {
"id": "niikB3HA4fT5WAqt",
"name": "OpenAi account"
}
},
"typeVersion": 1.2
},
{
"id": "c04d2f36-b275-45de-850e-35046a0e21f0",
"name": "Airbnb MCP客户端 - 列出工具",
"type": "n8n-nodes-mcp.mcpClientTool",
"position": [
-420,
320
],
"parameters": {},
"credentials": {
"mcpClientApi": {
"id": "miKKxgV86msS3iHq",
"name": "MCP Airtable"
}
},
"typeVersion": 1
},
{
"id": "6d71b756-431e-4970-a7bf-b5f7f190cc5f",
"name": "Airbnb MCP客户端 - 执行工具",
"type": "n8n-nodes-mcp.mcpClientTool",
"position": [
-300,
320
],
"parameters": {
"toolName": "={{ $fromAI(\"tool\", \"Das ausgewählte Tool\") }}",
"operation": "executeTool",
"toolParameters": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Tool_Parameters', `Die Parameter für das Tool`, 'json') }}"
},
"credentials": {
"mcpClientApi": {
"id": "miKKxgV86msS3iHq",
"name": "MCP Airtable"
}
},
"typeVersion": 1
},
{
"id": "3103776d-b39e-431e-a72d-cbaf5dc70ef7",
"name": "Airbnb代理",
"type": "@n8n/n8n-nodes-langchain.agent",
"position": [
-568,
100
],
"parameters": {
"text": "={{ $json.text }}",
"options": {
"systemMessage": "=<system_prompt>\nYOU ARE A HIGHLY SPECIALIZED **AIRBNB EXPERT AGENT** INTEGRATED INTO **n8n**. YOUR TASK IS TO ANSWER AIRBNB ACCOMMODATION QUERIES PRECISELY BY USING THE **MCP (Modular Command Platform)** AND PRESENTING THE INFORMATION IN **MOBILE-FRIENDLY FORMAT FOR TELEGRAM**.\n\nCURRENT DATE AND TIME: {{ $now }}\n\n---\n\n###TOOL USAGE###\n\nYOU HAVE ACCESS TO TWO MCP TOOLS:\n\n- `Airbnb MCP Client - List Tools` → SHOWS ALL AVAILABLE MCP FUNCTIONS\n- `Airbnb MCP Client - Execute Tools` → EXECUTES THE SELECTED TOOL WITH PARAMETERS\n\n⚠️ **IMPORTANT**: ALWAYS RUN `LIST TOOLS` FIRST → THEN `EXECUTE TOOLS` WITH THE APPROPRIATE TOOL!\n\n---\n\n###CHAIN OF THOUGHTS – WORK STEPS###\n\n1. **UNDERSTAND**: ANALYZE THE QUERY (e.g., location, time period, price limit, special requirements)\n2. **BASICS**: CLARIFY WHETHER IT'S ABOUT A LIST, DETAILS, OR COMPARISON\n3. **BREAK DOWN**: PARSE RELEVANT PARAMETERS FROM THE QUERY\n4. **ANALYZE**: CALL `LIST TOOLS` TO GET ALL AVAILABLE OPTIONS\n5. **BUILD**: SELECT THE RIGHT TOOL AND USE `EXECUTE TOOLS` WITH PRECISE PARAMETERS\n6. **FORMAT**: FORMAT THE OUTPUT FOR **MOBILE/TELEGRAM** – NO TABLES!\n7. **FINAL OUTPUT**: FOR EACH ACCOMMODATION, USE THIS FORMAT:\n\n🏡 {Accommodation Name}\n🛏️ {Beds, Bedrooms}\n💶 {Price/Night} – Total: {Total Price}\n✨ {Special Feature, if available}\n🔗 [View]({URL to accommodation})\n\n📌 *IMPORTANT: THE URL MUST BE WITHIN THE BRACKETS, OTHERWISE THE LINK WON'T BE CLICKABLE ON TELEGRAM!*\n\n---\n\n###EXAMPLE OUTPUT FOR TELEGRAM###\n\nHere are accommodations in Allgäu for 2 people from May 28-30, 2025:\n\n🏡 Sandra's apartment in the countryside\n🛏️ 2 beds\n💶 €82/night – Total: €164\n✨ Guest favorite\n🔗 View\n\n🏡 Villa Kunterbunt in Allgäu\n🛏️ 2 single beds\n💶 €137/night – Total: €274\n✨ Guest favorite\n🔗 View\n\n🔎 More results & filters:\n→ All accommodations for 2 people in Allgäu (May 28-30, 2025)\n\n👉 Let me know if you want details about any accommodation like amenities, photos, or cancellation policies!\n</system_prompt>"
},
"promptType": "define"
},
"typeVersion": 1.9
},
{
"id": "3860e787-78a7-4211-a7c3-f4b3fcf4fb60",
"name": "Telegram触发器",
"type": "n8n-nodes-base.telegramTrigger",
"position": [
-1540,
100
],
"webhookId": "6596b191-7b90-41ed-ad04-b84340d8d3d6",
"parameters": {
"updates": [
"message"
],
"additionalFields": {}
},
"credentials": {
"telegramApi": {
"id": "8FPdItv7hTnpO77J",
"name": "Airtable Agent Bot"
}
},
"typeVersion": 1.1
},
{
"id": "442e9229-5576-4193-a629-b7343eb62f1b",
"name": "文本或语音",
"type": "n8n-nodes-base.switch",
"position": [
-1320,
100
],
"parameters": {
"rules": {
"values": [
{
"outputKey": "Text",
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "7c629699-9dd6-4a75-9b76-d796875f9ac9",
"operator": {
"type": "string",
"operation": "notEmpty",
"singleValue": true
},
"leftValue": "={{ $json.message.text }}",
"rightValue": ""
}
]
},
"renameOutput": true
},
{
"outputKey": "Voice",
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "0e56bc7f-c754-4f5e-9ddd-7124e1f5d998",
"operator": {
"type": "object",
"operation": "exists",
"singleValue": true
},
"leftValue": "={{ $json.message.voice }}",
"rightValue": ""
}
]
},
"renameOutput": true
}
]
},
"options": {}
},
"typeVersion": 3.2
},
{
"id": "6ecbc049-1c0d-4e93-886a-6a99f584dfd3",
"name": "获取语音消息",
"type": "n8n-nodes-base.telegram",
"position": [
-1100,
200
],
"webhookId": "b77489ac-fd9d-4ed6-94eb-f646d292bfb2",
"parameters": {
"fileId": "={{ $json.message.voice.file_id }}",
"resource": "file"
},
"credentials": {
"telegramApi": {
"id": "8FPdItv7hTnpO77J",
"name": "Airtable Agent Bot"
}
},
"typeVersion": 1.2
},
{
"id": "c88de1a5-d775-467d-99ba-ee2bba985109",
"name": "为AI代理准备文本消息",
"type": "n8n-nodes-base.set",
"position": [
-880,
0
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "a5bcf087-7580-4904-88d3-ca29614fc923",
"name": "text",
"type": "string",
"value": "={{ $json.message.text }}"
}
]
}
},
"typeVersion": 3.4
},
{
"id": "ffb9dfef-5b76-446f-9b4f-cb6ea1766375",
"name": "发送文本回复",
"type": "n8n-nodes-base.telegram",
"position": [
-22,
0
],
"webhookId": "2b263d0d-6a0e-4319-8c5b-5916faba83a8",
"parameters": {
"text": "={{ $json.output }}",
"chatId": "={{ $('Telegram Trigger').item.json.message.chat.id }}",
"additionalFields": {
"appendAttribution": false
}
},
"credentials": {
"telegramApi": {
"id": "8FPdItv7hTnpO77J",
"name": "Airtable Agent Bot"
}
},
"typeVersion": 1.2
},
{
"id": "afbe65f9-8576-4217-8eea-4413a8aa8657",
"name": "发送语音回复",
"type": "n8n-nodes-base.telegram",
"position": [
496,
200
],
"webhookId": "17ddaf92-7e24-4ca9-a4e0-74aabea37e20",
"parameters": {
"chatId": "={{ $('Telegram Trigger').item.json.message.chat.id }}",
"operation": "sendAudio",
"binaryData": true,
"additionalFields": {}
},
"credentials": {
"telegramApi": {
"id": "8FPdItv7hTnpO77J",
"name": "Airtable Agent Bot"
}
},
"typeVersion": 1.2
},
{
"id": "e1171f41-47e0-4821-80fa-d1350c6b6d99",
"name": "创建语音回复",
"type": "@n8n/n8n-nodes-langchain.openAi",
"position": [
276,
200
],
"parameters": {
"input": "={{ $json.text }}",
"options": {},
"resource": "audio"
},
"credentials": {
"openAiApi": {
"id": "niikB3HA4fT5WAqt",
"name": "OpenAi account"
}
},
"typeVersion": 1.8
},
{
"id": "c31a642c-068f-4b63-ac89-4530377f8a52",
"name": "语音回复摘要",
"type": "@n8n/n8n-nodes-langchain.chainLlm",
"position": [
-100,
200
],
"parameters": {
"text": "=Summarize the given input briefly and clearly for voice output. The text should be well-structured and understandable when listened to.\n\n## Input\nYou receive structured information about Airbnb accommodations containing emojis, links, formatting, and detailed descriptions.\n\n## Output Guidelines\n\n### Structure & Format\n- **Remove all emojis** and visual formatting\n- **No links** or URLs mentioned\n- Use **natural, spoken language**\n- Structure information **logically and chronologically**\n- Keep sentences **short and concise**\n\n### Content Priorities\n\n#### For Accommodation Lists:\n1. **Mention number of found accommodations**\n2. **Price range** (cheapest to most expensive option)\n3. **2-3 most interesting options** with name, price, and key feature\n4. Brief note about **additional available options**\n\n#### For Accommodation Details:\n1. **Name and basic data** (guest count, room type)\n2. **Price per night**\n3. **3-4 most important amenities**\n4. **Key house rules** (check-in/out, guest limit)\n5. **Location highlights** (distance to important points)\n\n#### For Cancellation Policies:\n1. **Type of cancellation policy** (flexible/moderate/strict)\n2. **Deadlines for free cancellation**\n3. **Refund rates** after cancellation deadlines\n4. **Important note** that final conditions are shown at booking\n\n### Language Style\n- Use **\"you\"** as address form\n- **Direct, friendly language**\n- **No technical terms** without explanation\n- **Spell out numbers** up to twenty\n- **Time references** in natural form (\"seven days before\" instead of \"7 days\")\n\n### Length\n- **Maximum 150 words** for lists\n- **Maximum 100 words** for single objects\n- **Maximum 80 words** for cancellation policies\n\n## Example Transformation\n\n**Input:** Long formatted list with 7 accommodations, emojis, links\n**Output:** \"I found seven accommodations in Scheveningen for May thirty-first. Prices range from seventy-three to two hundred nine euros per night. Particularly interesting are the affordable room near TU Delft for seventy-three euros, the cozy room near beach and center for ninety-one euros, and the studio apartment with Superhost status for two hundred nine euros. All accommodations offer various amenities and locations to choose from.\"\n\n## Technical Implementation in n8n\n\n### Node Configuration\n- **Node Type:** Basic LLM Chain\n- **Model:** GPT-4 or comparable\n- **Temperature:** 0.3 (for consistent, factual outputs)\n- **Max Tokens:** 200\n\n### Prompt Template\n```\nSummarize the following Airbnb information briefly and understandably for voice output. \n\nConsider:\n- No emojis, links, or formatting\n- Natural, spoken language\n- Maximum 150 words\n- Most important information first\n- Friendly, informative tone\n\nInput: {{ $json.output }}\n\nSummary:\n```\n\n### Input Mapping\n- Connect the output of the previous node with the `input` parameter\n- Use the `output` property of the JSON array as input\n\n### Output Processing\n- The summarized text can be passed directly to Text-to-Speech services\n- Or for further processing in downstream nodes",
"batching": {},
"promptType": "define"
},
"typeVersion": 1.7
},
{
"id": "598891da-ece9-4ef1-a3a7-bcc11ab31d19",
"name": "转录语音消息",
"type": "@n8n/n8n-nodes-langchain.openAi",
"position": [
-880,
200
],
"parameters": {
"options": {},
"resource": "audio",
"operation": "transcribe"
},
"credentials": {
"openAiApi": {
"id": "niikB3HA4fT5WAqt",
"name": "OpenAi account"
}
},
"typeVersion": 1.8
},
{
"id": "5b9a2516-4b8e-42c2-869d-1f8d85d279ba",
"name": "便签",
"type": "n8n-nodes-base.stickyNote",
"position": [
-2620,
-480
],
"parameters": {
"width": 1040,
"height": 1280,
"content": "# 欢迎使用我的Airbnb Telegram代理工作流！"
},
"typeVersion": 1
}
],
"active": false,
"pinData": {
"Airbnb Agent": [
{
"json": {
"output": "Hier sind Unterkünfte in Scheveningen für 1 Person vom 31. Mai (Samstag) bis 1. Juni 2025 (Sonntag):\n\n🏡 Comfort double room | Hotel Corel\n🛏️ 1 Doppelbett\n💶 €156/Nacht – Total: €156\n🔗 [View](https://www.airbnb.com/rooms/810809021737050160)\n\n🏡 Cozy room near the city center and the beach!\n🛏️ Einzelzimmer\n💶 €91/Nacht – Total: €91\n🔗 [View](https://www.airbnb.com/rooms/1148459085653934403)\n\n🏡 Go see Peace Palace – an easy 15-min walk\n🛏️ 2 Einzelbetten\n💶 €164/Nacht – Total: €164\n🔗 [View](https://www.airbnb.com/rooms/1257252023824017600)\n\n🏡 Peaceful room, King size bed, Big Balcony, Centre\n🛏️ King-Size-Bett\n💶 €123/Nacht – Total: €123\n🔗 [View](https://www.airbnb.com/rooms/3874587)\n\n🏡 Studio Apartment at Cove Centrum\n🛏️ 1 Doppelbett\n💶 €209/Nacht – Total: €209\n✨ Superhost\n🔗 [View](https://www.airbnb.com/rooms/559146820973459936)\n\n🏡 The Hague City Center Studio Appartement Brand New\n🛏️ 2 Betten\n💶 €146/Nacht – Total: €146\n✨ Guest favorite\n🔗 [View](https://www.airbnb.com/rooms/34312629)\n\n🔎 Mehr Ergebnisse & weitere Filter:\n→ [Alle Unterkünfte für 1 Person in Scheveningen (31.05.–01.06.2025)](https://www.airbnb.com/s/Scheveningen/homes?checkin=2025-05-31&checkout=2025-06-01&adults=1&children=0&infants=0&pets=0)\n\n👉 Sag Bescheid, wenn du Infos zu Ausstattung, Fotos oder Stornierung brauchst!"
}
}
]
},
"settings": {
"executionOrder": "v1"
},
"versionId": "b2664114-a335-4dbb-a47b-0feebed5807d",
"connections": {
"Airbnb Agent": {
"main": [
[
{
"node": "Send Text Response",
"type": "main",
"index": 0
},
{
"node": "Summarize Response for Voice",
"type": "main",
"index": 0
}
]
]
},
"Simple Memory": {
"ai_memory": [
[
{
"node": "Airbnb Agent",
"type": "ai_memory",
"index": 0
}
]
]
},
"Text or Voice": {
"main": [
[
{
"node": "Prepare Text Message for AI Agent",
"type": "main",
"index": 0
}
],
[
{
"node": "Get Voice Message",
"type": "main",
"index": 0
}
]
]
},
"Telegram Trigger": {
"main": [
[
{
"node": "Text or Voice",
"type": "main",
"index": 0
}
]
]
},
"Get Voice Message": {
"main": [
[
{
"node": "Transcribe Voice Message",
"type": "main",
"index": 0
}
]
]
},
"OpenAI Chat Model": {
"ai_languageModel": [
[
{
"node": "Airbnb Agent",
"type": "ai_languageModel",
"index": 0
},
{
"node": "Summarize Response for Voice",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Create Voice Response": {
"main": [
[
{
"node": "Send Voice Response",
"type": "main",
"index": 0
}
]
]
},
"Transcribe Voice Message": {
"main": [
[
{
"node": "Airbnb Agent",
"type": "main",
"index": 0
}
]
]
},
"Summarize Response for Voice": {
"main": [
[
{
"node": "Create Voice Response",
"type": "main",
"index": 0
}
]
]
},
"Airbnb MCP Client - List Tools": {
"ai_tool": [
[
{
"node": "Airbnb Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Airbnb MCP Client - Execute Tools": {
"ai_tool": [
[
{
"node": "Airbnb Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Prepare Text Message for AI Agent": {
"main": [
[
{
"node": "Airbnb Agent",
"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？
中级 - 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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