航空公司のFAQボット
上級
これはSupport Chatbot, AI Chatbot分野の自動化ワークフローで、27個のノードを含みます。主にIf, Code, Merge, Webhook, HttpRequestなどのノードを使用。 GPT-4と質問分類を使った航空会社カスタマーサポートの自動化
前提条件
- •HTTP Webhookエンドポイント（n8nが自動生成）
- •ターゲットAPIの認証情報が必要な場合あり
カテゴリー
ワークフロープレビュー
ノード接続関係を可視化、ズームとパンをサポート
ワークフローをエクスポート
以下のJSON設定をn8nにインポートして、このワークフローを使用できます
{
"id": "cxCJTsyZ4OX5OxaM",
"meta": {
"instanceId": "dd69efaf8212c74ad206700d104739d3329588a6f3f8381a46a481f34c9cc281"
},
"name": "Airlines FAQ Bot",
"tags": [],
"nodes": [
{
"id": "d1db4f7a-cbb3-4ae1-a476-184c12f3b84c",
"name": "Webhook - ユーザー質問",
"type": "n8n-nodes-base.webhook",
"notes": "Receives user questions from chat interface (web, mobile, messaging apps)",
"position": [
-2240,
-48
],
"webhookId": "airlines-faq-bot",
"parameters": {
"path": "airlines-faq",
"options": {},
"httpMethod": "POST",
"responseMode": "responseNode"
},
"typeVersion": 1.1
},
{
"id": "0bef0713-edcc-471a-99b5-461a74ddb142",
"name": "付箋",
"type": "n8n-nodes-base.stickyNote",
"position": [
-2302,
-204
],
"parameters": {
"color": 4,
"width": 220,
"height": 316,
"content": "## 📥 ENTRY POINT\nReceives travel questions from users"
},
"typeVersion": 1
},
{
"id": "315fc368-5276-43ea-a448-9fa6196ad139",
"name": "質問の抽出・整形",
"type": "n8n-nodes-base.code",
"notes": "Parses webhook payload and extracts user question with metadata",
"position": [
-2016,
-48
],
"parameters": {
"jsCode": "// Extract and clean user input\nconst userQuestion = $input.item.json.body.question || $input.item.json.body.message || $input.item.json.body.text;\nconst userId = $input.item.json.body.user_id || $input.item.json.body.userId || 'anonymous';\nconst sessionId = $input.item.json.body.session_id || $input.item.json.body.sessionId || `session_${Date.now()}`;\nconst userName = $input.item.json.body.user_name || $input.item.json.body.userName || 'Traveler';\n\n// Clean the question\nconst cleanedQuestion = userQuestion.trim();\n\nreturn {\n json: {\n userQuestion: cleanedQuestion,\n userId: userId,\n sessionId: sessionId,\n userName: userName,\n timestamp: new Date().toISOString(),\n questionLength: cleanedQuestion.length\n }\n};"
},
"typeVersion": 2
},
{
"id": "1ba95fc8-ec26-4777-9862-f935b9eb1689",
"name": "付箋1",
"type": "n8n-nodes-base.stickyNote",
"position": [
-2078,
-204
],
"parameters": {
"color": 5,
"width": 220,
"height": 316,
"content": "## 🔍 DATA EXTRACTION\nCleans and structures incoming question"
},
"typeVersion": 1
},
{
"id": "8497922b-c25a-499c-9011-30658f50f7fb",
"name": "質問カテゴリ分類",
"type": "n8n-nodes-base.httpRequest",
"notes": "Uses AI to categorize the question type for better response handling",
"position": [
-1792,
-48
],
"parameters": {
"url": "https://api.openai.com/v1/chat/completions",
"options": {},
"sendBody": true,
"sendHeaders": true,
"bodyParameters": {
"parameters": [
{
"name": "model",
"value": "gpt-3.5-turbo"
},
{
"name": "messages",
"value": "=[{\"role\": \"system\", \"content\": \"You are a travel question classifier. Classify the following travel question into ONE of these categories: DESTINATIONS, PACKAGES, VISA, TRANSPORT, HOTELS, ACTIVITIES, BOOKING, CANCELLATION, BAGGAGE, GENERAL. Respond with only the category name in uppercase.\"}, {\"role\": \"user\", \"content\": \"{{ $json.userQuestion }}\"}]"
},
{
"name": "temperature",
"value": "0.2"
},
{
"name": "max_tokens",
"value": "20"
}
]
},
"headerParameters": {
"parameters": [
{
"name": "Content-Type",
"value": "application/json"
}
]
}
},
"typeVersion": 4.2
},
{
"id": "769f6bfc-2285-48b4-9e66-39df46c26e08",
"name": "付箋2",
"type": "n8n-nodes-base.stickyNote",
"position": [
-1854,
-252
],
"parameters": {
"color": 6,
"width": 220,
"height": 364,
"content": "## 🏷️ CATEGORIZATION\nClassifies question into travel categories"
},
"typeVersion": 1
},
{
"id": "3cfb9603-87c8-400e-8759-16e48edc9b3a",
"name": "カテゴリ結果の解析",
"type": "n8n-nodes-base.code",
"notes": "Extracts and stores the detected question category",
"position": [
-1568,
-48
],
"parameters": {
"jsCode": "// Extract category from AI response\nconst category = $input.item.json.choices[0].message.content.trim().toUpperCase();\nconst previousData = $('Extract & Clean Question').item.json;\n\nreturn {\n json: {\n ...previousData,\n category: category,\n categoryDetected: true\n }\n};"
},
"typeVersion": 2
},
{
"id": "095d8f5c-5ade-410f-8520-f6425cc1dfc2",
"name": "付箋3",
"type": "n8n-nodes-base.stickyNote",
"position": [
-1630,
-204
],
"parameters": {
"color": 5,
"width": 220,
"height": 316,
"content": "## 📋 CATEGORY PARSING\nStores question category for routing"
},
"typeVersion": 1
},
{
"id": "bb2ef1fa-d174-4bc7-9701-2198294717ea",
"name": "ナレッジベースコンテキスト取得",
"type": "n8n-nodes-base.code",
"notes": "Retrieves relevant information from knowledge base based on category",
"position": [
-1344,
-48
],
"parameters": {
"jsCode": "// Retrieve relevant knowledge base content based on category\nconst category = $input.item.json.category;\n\n// Knowledge base for different categories\nconst knowledgeBase = {\n DESTINATIONS: `Popular destinations include: Paris (France) - Eiffel Tower, museums; Tokyo (Japan) - temples, technology; New York (USA) - landmarks, culture; Dubai (UAE) - luxury, architecture; Bali (Indonesia) - beaches, temples; London (UK) - history, culture; Rome (Italy) - ancient sites; Barcelona (Spain) - architecture, beaches; Sydney (Australia) - Opera House, beaches; Singapore - modern city, gardens. Best times to visit vary by destination. Europe: April-October. Asia: November-March. Americas: Year-round with seasonal variations.`,\n \n PACKAGES: `Travel packages available: Honeymoon packages (7-14 days) with romantic destinations; Family packages with kid-friendly activities; Adventure packages including trekking, diving, skiing; Beach resort packages with all-inclusive options; Cultural tour packages with guided experiences; Business travel packages with flexible bookings; Group tour packages with fixed itineraries; Custom packages tailored to preferences. Packages include flights, hotels, transfers, and selected activities. Early bird discounts up to 20% available.`,\n \n VISA: `Visa requirements vary by destination and passport: EU citizens can travel visa-free within Schengen area; US/UK/Canada citizens have visa-free access to 150+ countries; Tourist visas typically valid 30-90 days; Business visas require company invitation letter; E-visas available for many countries (Turkey, India, Australia, etc.); Visa-on-arrival available in Thailand, Indonesia, Maldives; Processing time: 3-15 business days; Required documents: valid passport (6 months validity), photos, travel itinerary, proof of accommodation, bank statements.`,\n \n TRANSPORT: `Transportation options: International flights with major airlines (economy, business, first class); Domestic flights for inter-city travel; Airport transfers (private car, shuttle, taxi, metro); Train services (high-speed, regional); Car rentals with international/local companies; Private chauffeurs available; Bike rentals in tourist cities; Ferry services for island destinations; Metro/subway in major cities; Rideshare services (Uber, Lyft) available in most cities. Pre-booking recommended for better rates.`,\n \n HOTELS: `Accommodation options: 5-star luxury hotels with premium amenities; 4-star business hotels with conference facilities; 3-star tourist hotels for budget travelers; Boutique hotels with unique experiences; Beach resorts with all-inclusive packages; Airport hotels for layovers; Hostels for backpackers; Vacation rentals (Airbnb, apartments); Bed & breakfasts; Eco-lodges and sustainable accommodations. Amenities include: WiFi, breakfast, pool, gym, spa, concierge, room service. Free cancellation available on selected bookings.`,\n \n ACTIVITIES: `Popular activities: City tours (walking, bus, bike); Museum and gallery visits; Adventure sports (diving, skiing, paragliding); Cultural experiences (cooking classes, traditional shows); Beach activities (snorkeling, surfing, sailing); Wildlife safaris and nature tours; Food and wine tours; Shopping tours in local markets; Spa and wellness experiences; Night entertainment and cruises; Photography tours; Theme parks and attractions. Activities can be pre-booked or arranged on arrival.`,\n \n BOOKING: `Booking process: Search flights/hotels on website or app; Select dates, passengers, preferences; Compare prices and options; Add extras (meals, baggage, insurance); Enter passenger details; Choose payment method (card, PayPal, installments); Receive instant confirmation email; E-tickets sent to email/app; Check-in online 24-48 hours before departure; Modify booking through manage booking section. Customer support available 24/7. Book in advance for better prices (2-3 months recommended).`,\n \n CANCELLATION: `Cancellation policy: Free cancellation up to 24 hours for most bookings; Refundable tickets allow cancellation with fees; Non-refundable tickets have restrictions; Cancellation fees: 0-100% depending on timing; Hotels: usually free cancellation 1-3 days before check-in; Packages: cancellation fees apply per component; Medical emergencies considered for exceptions; Travel insurance covers cancellations; Refund processing: 7-14 business days; Online cancellation available through manage booking. Contact support for assistance.`,\n \n BAGGAGE: `Baggage allowance: Economy class - 1 cabin bag (7-10kg) + 1 checked bag (20-23kg); Business class - 2 cabin bags + 2 checked bags (32kg each); Cabin baggage dimensions: 55x40x20cm; Excess baggage charged per kg; Liquid restrictions: max 100ml containers in clear bag; Sports equipment charged separately; Musical instruments as cabin baggage (subject to size); Prohibited items: weapons, explosives, flammables; Fragile items declaration recommended; Lost baggage claim at airport desk; Delayed baggage compensation available.`,\n \n GENERAL: `General travel information: Customer service available 24/7 via phone, email, chat; Mobile app for iOS and Android; Loyalty program with points and rewards; Travel insurance recommended for all bookings; Payment options: credit/debit cards, PayPal, installments; Multi-currency support; Newsletter for deals and offers; Best price guarantee; Flexible booking options; Group booking discounts; Corporate travel solutions; Travel advisories and safety tips; Passport and document checklist; Health and vaccination requirements; Currency exchange information.`\n};\n\nconst relevantContext = knowledgeBase[category] || knowledgeBase['GENERAL'];\n\nreturn {\n json: {\n ...$input.item.json,\n knowledgeContext: relevantContext,\n contextLength: relevantContext.length\n }\n};"
},
"typeVersion": 2
},
{
"id": "08a39ce0-ceeb-42b7-8834-7ab611c4ca0f",
"name": "付箋4",
"type": "n8n-nodes-base.stickyNote",
"position": [
-1416,
-188
],
"parameters": {
"color": 4,
"height": 300,
"content": "## 📚 KNOWLEDGE BASE\nFetches relevant travel information"
},
"typeVersion": 1
},
{
"id": "41dd1bb9-921f-4260-aa46-0af5ac648a4b",
"name": "AI回答生成",
"type": "n8n-nodes-base.httpRequest",
"notes": "Uses GPT-4 to generate accurate, contextual answer to user's question",
"position": [
-1120,
-48
],
"parameters": {
"url": "https://api.openai.com/v1/chat/completions",
"options": {},
"sendBody": true,
"sendHeaders": true,
"bodyParameters": {
"parameters": [
{
"name": "model",
"value": "gpt-4"
},
{
"name": "messages",
"value": "=[{\"role\": \"system\", \"content\": \"You are a helpful and friendly airlines travel assistant. Answer travel questions accurately based on the provided context. Be concise but informative. Use a warm, professional tone. If you don't have specific information, provide general guidance and suggest contacting customer support for details. Always prioritize customer satisfaction and safety.\\n\\nContext Information:\\n{{ $json.knowledgeContext }}\"}, {\"role\": \"user\", \"content\": \"{{ $json.userQuestion }}\"}]"
},
{
"name": "temperature",
"value": "0.7"
},
{
"name": "max_tokens",
"value": "500"
}
]
},
"headerParameters": {
"parameters": [
{
"name": "Content-Type",
"value": "application/json"
}
]
}
},
"typeVersion": 4.2
},
{
"id": "cfdcbd1d-75ae-43c8-85da-32f8f6f68191",
"name": "付箋5",
"type": "n8n-nodes-base.stickyNote",
"position": [
-1192,
-172
],
"parameters": {
"color": 6,
"height": 284,
"content": "## 🤖 AI RESPONSE\nGenerates intelligent answer using GPT-4"
},
"typeVersion": 1
},
{
"id": "e153881f-8b15-4138-9b2b-40aca2b9da64",
"name": "最終応答のフォーマット",
"type": "n8n-nodes-base.code",
"notes": "Formats AI answer with quick links and related resources",
"position": [
-896,
-48
],
"parameters": {
"jsCode": "// Extract AI answer and add helpful resources\nconst aiAnswer = $input.item.json.choices[0].message.content.trim();\nconst previousData = $('Fetch Knowledge Base Context').item.json;\nconst category = previousData.category;\n\n// Add relevant quick links based on category\nconst quickLinks = {\n DESTINATIONS: ['View All Destinations', 'Travel Guides', 'Best Time to Visit'],\n PACKAGES: ['Browse Packages', 'Custom Package Builder', 'Special Offers'],\n VISA: ['Visa Requirements Checker', 'Document Checklist', 'Visa Application'],\n TRANSPORT: ['Book Flights', 'Airport Transfers', 'Car Rentals'],\n HOTELS: ['Search Hotels', 'Hotel Deals', 'Partner Properties'],\n ACTIVITIES: ['Popular Activities', 'Book Tours', 'Local Experiences'],\n BOOKING: ['New Booking', 'Manage Booking', 'Check-in Online'],\n CANCELLATION: ['Cancel Booking', 'Refund Status', 'Change Booking'],\n BAGGAGE: ['Baggage Policy', 'Add Extra Baggage', 'Track Baggage'],\n GENERAL: ['Contact Support', 'FAQs', 'Travel Tips']\n};\n\nconst relatedLinks = quickLinks[category] || quickLinks['GENERAL'];\n\nreturn {\n json: {\n answer: aiAnswer,\n category: category,\n relatedLinks: relatedLinks,\n userQuestion: previousData.userQuestion,\n userName: previousData.userName,\n userId: previousData.userId,\n sessionId: previousData.sessionId,\n timestamp: previousData.timestamp,\n answerLength: aiAnswer.length,\n tokensUsed: $input.item.json.usage?.total_tokens || 0\n }\n};"
},
"typeVersion": 2
},
{
"id": "33add07e-b654-40f6-b949-306c54fff462",
"name": "付箋6",
"type": "n8n-nodes-base.stickyNote",
"position": [
-958,
-204
],
"parameters": {
"color": 5,
"width": 220,
"height": 316,
"content": "## 📝 RESPONSE FORMATTING\nAdds helpful links and structures reply"
},
"typeVersion": 1
},
{
"id": "8ca97e45-3377-43ec-986c-60437382fc97",
"name": "ユーザー満足度確認",
"type": "n8n-nodes-base.if",
"notes": "Detects positive feedback or satisfaction indicators in user response",
"position": [
-672,
-48
],
"parameters": {
"options": {},
"conditions": {
"options": {
"leftValue": "",
"caseSensitive": false
},
"combinator": "and",
"conditions": [
{
"id": "satisfaction-check",
"operator": {
"type": "string",
"operation": "regex"
},
"leftValue": "={{ $json.userQuestion.toLowerCase() }}",
"rightValue": "thank|thanks|helpful|great|perfect|excellent|satisfied"
}
]
}
},
"typeVersion": 2
},
{
"id": "df25cb34-8bfc-49dc-84e2-fb49e4eaa574",
"name": "付箋7",
"type": "n8n-nodes-base.stickyNote",
"position": [
-734,
-316
],
"parameters": {
"color": 4,
"width": 220,
"height": 428,
"content": "## ✅ SATISFACTION CHECK\nDetects if user is satisfied with answer"
},
"typeVersion": 1
},
{
"id": "02415ea9-30f3-4e6a-9417-cbddb271385c",
"name": "満足ユーザーの記録",
"type": "n8n-nodes-base.code",
"notes": "Records satisfied user interaction for analytics",
"position": [
-448,
-144
],
"parameters": {
"jsCode": "// Log satisfied interaction\nconst logData = $input.item.json;\n\nreturn {\n json: {\n ...logData,\n satisfactionStatus: 'satisfied',\n followUpOffered: false,\n needsHumanSupport: false\n }\n};"
},
"typeVersion": 2
},
{
"id": "bdc67353-8ec2-4cc0-8b52-9b3d47b8dfc9",
"name": "付箋8",
"type": "n8n-nodes-base.stickyNote",
"position": [
-480,
-400
],
"parameters": {
"color": 6,
"width": 200,
"height": 280,
"content": "## 😊 SATISFIED PATH\nUser is happy with the response"
},
"typeVersion": 1
},
{
"id": "cd966262-02d7-4a2a-8c4d-d4817274cbf6",
"name": "人間サポートの提供",
"type": "n8n-nodes-base.code",
"notes": "Offers human agent support if user seems unsatisfied or needs more help",
"position": [
-448,
48
],
"parameters": {
"jsCode": "// Add follow-up offer for unsure users\nconst logData = $input.item.json;\n\nreturn {\n json: {\n ...logData,\n satisfactionStatus: 'needs_followup',\n followUpOffered: true,\n followUpMessage: 'Would you like to speak with a travel specialist for more personalized assistance? Or do you have any other questions?',\n supportOptions: ['Chat with Agent', 'Schedule Call', 'Send Email', 'Continue with Bot']\n }\n};"
},
"typeVersion": 2
},
{
"id": "d7e44de7-358f-49b8-b33d-4a07a9119405",
"name": "付箋9",
"type": "n8n-nodes-base.stickyNote",
"position": [
-480,
208
],
"parameters": {
"color": 5,
"width": 200,
"height": 328,
"content": "## 🤝 FOLLOW-UP PATH\nOffers additional support options"
},
"typeVersion": 1
},
{
"id": "d109c4a2-0fbf-4d2d-b83a-6a564dc0debf",
"name": "満足度パスの統合",
"type": "n8n-nodes-base.merge",
"notes": "Combines both satisfaction paths into single output stream",
"position": [
-224,
-48
],
"parameters": {
"mode": "combine",
"options": {}
},
"typeVersion": 3
},
{
"id": "93a86c68-f530-42e1-bdb8-fc96d2a8ff0f",
"name": "付箋10",
"type": "n8n-nodes-base.stickyNote",
"position": [
-276,
-220
],
"parameters": {
"color": 4,
"width": 200,
"height": 332,
"content": "## 🔀 PATH MERGE\nCombines different user paths"
},
"typeVersion": 1
},
{
"id": "74c7c9f0-6980-49c3-ad70-83a1302b30f8",
"name": "データベースへのインタラクション記録",
"type": "n8n-nodes-base.httpRequest",
"notes": "Saves complete interaction data to database for analytics and training",
"position": [
0,
-48
],
"parameters": {
"url": "https://your-database-api.com/logs/interactions",
"options": {},
"sendBody": true,
"sendHeaders": true,
"bodyParameters": {
"parameters": [
{
"name": "userId",
"value": "={{ $json.userId }}"
},
{
"name": "sessionId",
"value": "={{ $json.sessionId }}"
},
{
"name": "question",
"value": "={{ $json.userQuestion }}"
},
{
"name": "category",
"value": "={{ $json.category }}"
},
{
"name": "answer",
"value": "={{ $json.answer }}"
},
{
"name": "satisfaction",
"value": "={{ $json.satisfactionStatus }}"
},
{
"name": "timestamp",
"value": "={{ $json.timestamp }}"
},
{
"name": "tokensUsed",
"value": "={{ $json.tokensUsed }}"
}
]
},
"headerParameters": {
"parameters": [
{
"name": "Content-Type",
"value": "application/json"
}
]
}
},
"typeVersion": 4.2
},
{
"id": "fd0b4322-d55f-4fe4-b012-95449f15f1a6",
"name": "付箋11",
"type": "n8n-nodes-base.stickyNote",
"position": [
-62,
-316
],
"parameters": {
"color": 6,
"width": 220,
"height": 428,
"content": "## 💾 DATABASE LOGGING\nStores conversation for analytics"
},
"typeVersion": 1
},
{
"id": "74fac8eb-c4d9-4c90-bb9b-b8a833e2285b",
"name": "ユーザーへの応答送信",
"type": "n8n-nodes-base.respondToWebhook",
"notes": "Sends formatted answer back to user via webhook response",
"position": [
224,
-48
],
"parameters": {
"options": {},
"respondWith": "json",
"responseBody": "={{ {\n \"status\": \"success\",\n \"answer\": $json.answer,\n \"category\": $json.category,\n \"relatedLinks\": $json.relatedLinks,\n \"followUpMessage\": $json.followUpMessage || null,\n \"supportOptions\": $json.supportOptions || null,\n \"sessionId\": $json.sessionId,\n \"timestamp\": $json.timestamp\n} }}"
},
"typeVersion": 1.1
},
{
"id": "fe10f085-1e51-4fdf-9c12-d673e1549176",
"name": "付箋12",
"type": "n8n-nodes-base.stickyNote",
"position": [
162,
-252
],
"parameters": {
"color": 5,
"width": 220,
"height": 364,
"content": "## 📤 RESPONSE DELIVERY\nSends answer back to user interface"
},
"typeVersion": 1
},
{
"id": "76739678-85b5-4e62-a537-ad651b769001",
"name": "付箋13",
"type": "n8n-nodes-base.stickyNote",
"position": [
-1616,
-1024
],
"parameters": {
"color": 3,
"width": 380,
"height": 664,
"content": "## ✈️ AIRLINES FAQ BOT\n\n**Intelligent Travel Assistant**\n\n**Categories Handled:**\n• Destinations & Travel Info\n• Package Deals & Offers \n• Visa Requirements\n• Transportation Options\n• Hotel Bookings\n• Activities & Tours\n• Booking Management\n• Cancellations & Refunds\n• Baggage Policies\n• General Inquiries\n\n**Features:**\n✓ AI-powered responses\n✓ Context-aware answers\n✓ Category classification\n✓ Quick links & resources\n✓ Satisfaction tracking\n✓ Human support escalation\n✓ Conversation logging\n\n**Setup Required:**\n1. Add OpenAI API key\n2. Configure database endpoint\n3. Customize knowledge base\n4. Test webhook URL\n5. Connect to chat interface"
},
"typeVersion": 1
}
],
"active": false,
"pinData": {},
"settings": {
"executionOrder": "v1"
},
"versionId": "255b9151-2d16-4a97-8929-7c4fe0306493",
"connections": {
"41dd1bb9-921f-4260-aa46-0af5ac648a4b": {
"main": [
[
{
"node": "e153881f-8b15-4138-9b2b-40aca2b9da64",
"type": "main",
"index": 0
}
]
]
},
"02415ea9-30f3-4e6a-9417-cbddb271385c": {
"main": [
[
{
"node": "d109c4a2-0fbf-4d2d-b83a-6a564dc0debf",
"type": "main",
"index": 0
}
]
]
},
"cd966262-02d7-4a2a-8c4d-d4817274cbf6": {
"main": [
[
{
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}よくある質問
このワークフローの使い方は？
上記のJSON設定コードをコピーし、n8nインスタンスで新しいワークフローを作成して「JSONからインポート」を選択、設定を貼り付けて認証情報を必要に応じて変更してください。
このワークフローはどんな場面に適していますか？
上級 - サポートチャットボット, AIチャットボット
有料ですか？
このワークフローは完全無料です。ただし、ワークフローで使用するサードパーティサービス（OpenAI APIなど）は別途料金が発生する場合があります。
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難易度
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ノード数27
カテゴリー2
ノードタイプ7
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Oneclick AI Squad
@oneclick-aiThe AI Squad Initiative is a pioneering effort to build, automate and scale AI-powered workflows using n8n.io. Our mission is to help individuals and businesses integrate AI agents seamlessly into their daily operations from automating tasks and enhancing productivity to creating innovative, intelligent solutions. We design modular, reusable AI workflow templates that empower creators, developers and teams to supercharge their automation with minimal effort and maximum impact.
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