Agente de Telegram para Airbnb - Plantilla

• •Bot Token de Telegram
• •Clave de API de OpenAI

{
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  "meta": {
    "instanceId": "558d88703fb65b2d0e44613bc35916258b0f0bf983c5d4730c00c424b77ca36a",
    "templateCredsSetupCompleted": true
  },
  "name": "Airbnb Telegram Agent - Template",
  "tags": [],
  "nodes": [
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      "parameters": {
        "sessionKey": "={{ $('Telegram Trigger').item.json.message.chat.id }}",
        "sessionIdType": "customKey"
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      "parameters": {
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          "mode": "list",
          "value": "gpt-4.1",
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      },
      "credentials": {
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          "name": "OpenAi account"
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    {
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      "parameters": {
        "toolName": "={{ $fromAI(\"tool\", \"Das ausgewählte Tool\") }}",
        "operation": "executeTool",
        "toolParameters": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Tool_Parameters', `Die Parameter für das Tool`, 'json') }}"
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          "id": "miKKxgV86msS3iHq",
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      "id": "3103776d-b39e-431e-a72d-cbaf5dc70ef7",
      "name": "Agentee de Airbnb",
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        "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>"
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      "name": "Disparador de Telegram",
      "type": "n8n-nodes-base.telegramTrigger",
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      "webhookId": "6596b191-7b90-41ed-ad04-b84340d8d3d6",
      "parameters": {
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          "message"
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      },
      "credentials": {
        "telegramApi": {
          "id": "8FPdItv7hTnpO77J",
          "name": "Airtable Agent Bot"
        }
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    },
    {
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      "name": "Texto o Voz",
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              "conditions": {
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                  "caseSensitive": true,
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                    },
                    "leftValue": "={{ $json.message.text }}",
                    "rightValue": ""
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      "webhookId": "b77489ac-fd9d-4ed6-94eb-f646d292bfb2",
      "parameters": {
        "fileId": "={{ $json.message.voice.file_id }}",
        "resource": "file"
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              "value": "={{ $json.message.text }}"
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        "input": "={{ $json.text }}",
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        "resource": "audio"
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          "name": "OpenAi account"
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      "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",
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        "height": 1280,
        "content": "# Welcome to my Airbnb Telegram Agent Workflow!\n\n## This workflow has the following sequence:\n\n1. **Telegram Trigger** - Receives incoming messages (text or voice) from Telegram users\n2. **Text or Voice Switch** - Routes the workflow based on message type (text vs. voice)\n3. **Voice Processing Path** (if voice message):\n   - Get Voice Message - Downloads the voice file from Telegram\n   - Transcribe Voice Message - Converts speech to text using OpenAI Whisper\n4. **Text Processing Path** - Prepares text messages for the AI agent\n5. **Airbnb Agent (Core Logic)** - LangChain agent that:\n   - Uses conversation memory to maintain context\n   - Lists available MCP tools for Airbnb data access\n   - Executes appropriate tools with parsed parameters\n   - Formats results for mobile/Telegram display\n6. **Response Generation**:\n   - Send Text Response - Sends formatted text back to Telegram\n   - Summarize Response for Voice - Creates voice-friendly summary\n   - Create Voice Response - Converts summary to speech using OpenAI TTS\n   - Send Voice Response - Sends audio message back to Telegram\n\n## The following accesses are required for the workflow:\n\n- **Telegram Bot API**: [Documentation](https://docs.n8n.io/integrations/builtin/credentials/telegram/) \n  - Create a bot via @BotFather on Telegram\n  - Get bot token and configure webhook\n- **OpenAI API**: [Documentation](https://docs.n8n.io/integrations/builtin/credentials/openai/)\n  - Used for speech transcription (Whisper)\n  - Used for chat completion (GPT-4)\n  - Used for text-to-speech generation\n- **MCP Community Client Node**: [Documentation](https://github.com/nerding-io/n8n-nodes-mcp)\n  - Custom integration for Airbnb data\n  - Requires MCP server setup with Airbnb/Airtable connection\n  - Provides tools for accommodation search and details\n\n## Key Features:\n\n- **Multimodal Support**: Handles both text and voice messages\n- **Conversation Memory**: Maintains context across multiple messages\n- **Mobile-Optimized Output**: Formats results specifically for Telegram mobile viewing\n- **Tool Integration**: Uses MCP platform to access real Airbnb data\n- **Voice Capabilities**: Full speech-to-text and text-to-speech support\n\n## Configuration Notes:\n\n- Uses GPT-4.1 model for enhanced reasoning capabilities\n- Includes comprehensive system prompts for Airbnb-specific responses\n- Voice responses are automatically summarized for better audio experience\n\nYou can contact me via LinkedIn, if you have any questions: https://www.linkedin.com/in/friedemann-schuetz"
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  "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!"
        }
      }
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