{ "id": "IuvYgHrzvtEck50d", "meta": { "templateCredsSetupCompleted": true }, "name": "Automate flight Price Comparison", "tags": [], "nodes": [ { "id": "d4a5235a-57c0-42f6-9841-8f45d04dfe1c", "name": "Webhook - Receive Flight Request", "type": "n8n-nodes-base.webhook", "position": [ -1088, 432 ], "parameters": { "path": "flight-price-compare", "options": { "allowedOrigins": "*" }, "httpMethod": "POST", "responseMode": "responseNode" }, "typeVersion": 2.1 }, { "id": "81bb3dac-0cd3-4826-8436-573bc393f2c4", "name": "Parse & Validate Flight Request", "type": "n8n-nodes-base.code", "position": [ -864, 432 ], "parameters": { "jsCode": "// Enhanced Flight Request Parser with NLP\nconst body = $input.first().json.body || {};\nconst query = body.message || body.query || '';\n\n// Extract user details\nconst userEmail = body.email || body.user_email || '';\nconst userName = body.name || body.user_name || 'Traveler';\nconst notifyPriceDrop = body.notify_price_drop || false;\n\n// Greeting handler\nconst greetings = ['hi', 'hello', 'hey', 'start', 'help'];\nif (greetings.some(g => query.toLowerCase().includes(g)) && query.split(' ').length < 5) {\n return [{\n json: {\n status: 'greeting',\n response: `Hi ${userName}! \u2708\ufe0f I'm your Flight Price Comparison Assistant.\\n\\nTell me:\\n\u2705 From city/airport\\n\u2705 To city/airport\\n\u2705 Departure date\\n\u2705 Trip type (one-way/round-trip)\\n\\nExample: \"Flight from New York to London on 25th March, one-way\"`,\n userEmail,\n userName\n }\n }];\n}\n\n// Airport/City codes mapping\nconst airportCodes = {\n 'new york': 'JFK', 'nyc': 'JFK', 'london': 'LHR', 'paris': 'CDG',\n 'dubai': 'DXB', 'singapore': 'SIN', 'tokyo': 'NRT', 'mumbai': 'BOM',\n 'delhi': 'DEL', 'bangalore': 'BLR', 'los angeles': 'LAX', 'chicago': 'ORD',\n 'san francisco': 'SFO', 'boston': 'BOS', 'miami': 'MIA', 'sydney': 'SYD',\n 'melbourne': 'MEL', 'hong kong': 'HKG', 'bangkok': 'BKK', 'amsterdam': 'AMS',\n 'frankfurt': 'FRA', 'toronto': 'YYZ', 'vancouver': 'YVR', 'seattle': 'SEA'\n};\n\nfunction getAirportCode(text) {\n const lower = text.toLowerCase().trim();\n if (/^[A-Z]{3}$/i.test(text)) return text.toUpperCase();\n return airportCodes[lower] || text.toUpperCase();\n}\n\n// Parse dates\nfunction parseDate(text) {\n const monthMap = {\n jan: 0, january: 0, feb: 1, february: 1, mar: 2, march: 2,\n apr: 3, april: 3, may: 4, jun: 5, june: 5,\n jul: 6, july: 6, aug: 7, august: 7, sep: 8, september: 8,\n oct: 9, october: 9, nov: 10, november: 10, dec: 11, december: 11\n };\n\n const dateRegex = /(\\d{1,2})(st|nd|rd|th)?\\s+(jan|january|feb|february|mar|march|apr|april|may|jun|june|jul|july|aug|august|sep|september|oct|october|nov|november|dec|december)|\\d{4}-\\d{2}-\\d{2}/gi;\n const matches = [...text.matchAll(dateRegex)];\n const dates = [];\n const currentYear = new Date().getFullYear();\n \n matches.forEach(match => {\n if (match[0].includes('-')) {\n dates.push(new Date(match[0]));\n } else {\n const day = parseInt(match[1]);\n const monthStr = match[3].toLowerCase();\n const month = monthMap[monthStr];\n if (day && month !== undefined) {\n dates.push(new Date(currentYear, month, day));\n }\n }\n });\n \n return dates.sort((a, b) => a - b);\n}\n\n// Extract origin and destination\nlet origin = '';\nlet destination = '';\n\nconst routePattern = /(?:from|leaving)?\\s*([a-z\\s]{3,25})\\s+to\\s+([a-z\\s]{3,25})/i;\nconst routeMatch = query.match(routePattern);\n\nif (routeMatch) {\n origin = routeMatch[1].trim();\n destination = routeMatch[2].trim();\n} else {\n origin = body.from || body.origin || body.departure_airport || '';\n destination = body.to || body.destination || body.arrival_airport || '';\n}\n\nconst originCode = getAirportCode(origin);\nconst destinationCode = getAirportCode(destination);\n\nconst dates = parseDate(query + ' ' + (body.departure_date || ''));\nlet departureDate = dates[0] || null;\nlet returnDate = dates[1] || null;\n\nlet tripType = 'one-way';\nif (query.match(/round[\\s-]?trip|return/i) || returnDate) {\n tripType = 'round-trip';\n}\nif (body.trip_type) {\n tripType = body.trip_type.toLowerCase();\n}\n\nconst passengers = body.passengers || 1;\nconst cabinClass = body.class || body.cabin_class || 'economy';\n\nconst errors = [];\nif (!originCode || originCode.length < 3) errors.push('departure city/airport');\nif (!destinationCode || destinationCode.length < 3) errors.push('arrival city/airport');\nif (!departureDate) errors.push('departure date');\nif (tripType === 'round-trip' && !returnDate) errors.push('return date');\n\nif (errors.length > 0) {\n return [{\n json: {\n status: 'missing_info',\n response: `I need more information: ${errors.join(', ')}.\\n\\nExample: \"Flight from Mumbai to Dubai on 15th March, round-trip returning 20th March\"`,\n userEmail,\n userName\n }\n }];\n}\n\nconst formatDate = (date) => {\n if (!date) return null;\n const months = ['Jan', 'Feb', 'Mar', 'Apr', 'May', 'Jun', 'Jul', 'Aug', 'Sep', 'Oct', 'Nov', 'Dec'];\n return `${date.getDate()} ${months[date.getMonth()]} ${date.getFullYear()}`;\n};\n\nconst formatDateISO = (date) => {\n if (!date) return null;\n return date.toISOString().split('T')[0];\n};\n\nreturn [{\n json: {\n status: 'ready',\n origin: originCode,\n destination: destinationCode,\n originCity: origin,\n destinationCity: destination,\n departureDate: formatDate(departureDate),\n returnDate: returnDate ? formatDate(returnDate) : null,\n departureDateISO: formatDateISO(departureDate),\n returnDateISO: formatDateISO(returnDate),\n tripType,\n passengers,\n cabinClass,\n userEmail,\n userName,\n notifyPriceDrop,\n originalQuery: query\n }\n}];" }, "typeVersion": 2 }, { "id": "3f5bb362-ca6a-4c1d-a959-9f194fcc7e99", "name": "Check If Request Valid", "type": "n8n-nodes-base.if", "position": [ -640, 432 ], "parameters": { "conditions": { "string": [ { "value1": "={{$json.status}}", "value2": "ready" } ] } }, "typeVersion": 1 }, { "id": "07df7d09-a38d-4540-b8f8-0e81405e086b", "name": "Scrape Kayak", "type": "n8n-nodes-base.ssh", "onError": "continueErrorOutput", "position": [ -416, 48 ], "parameters": { "cwd": "/home/oneclick-server2/", "command": "=python3 /home/oneclick-server2/flight_scraper.py {{ $json.origin }} {{ $json.destination }} {{ $json.departureDateISO }} {{ $json.returnDateISO || '' }} {{ $json.tripType }} {{ $json.passengers }} {{ $json.cabinClass }} kayak", "authentication": "privateKey" }, "credentials": { "sshPrivateKey": { "name": "" } }, "typeVersion": 1 }, { "id": "2acab75d-4d75-49d7-8c37-dc36740e7636", "name": "Scrape Skyscanner", "type": "n8n-nodes-base.ssh", "onError": "continueErrorOutput", "position": [ -416, 240 ], "parameters": { "cwd": "/home/oneclick-server2/", "command": "=python3 /home/oneclick-server2/flight_scraper.py {{ $json.origin }} {{ $json.destination }} {{ $json.departureDateISO }} {{ $json.returnDateISO || '' }} {{ $json.tripType }} {{ $json.passengers }} {{ $json.cabinClass }} skyscanner", "authentication": "privateKey" }, "credentials": { "sshPrivateKey": { "name": "" } }, "typeVersion": 1 }, { "id": "b74690a3-61b9-41df-967b-bf395fb6aade", "name": "Scrape Expedia", "type": "n8n-nodes-base.ssh", "onError": "continueErrorOutput", "position": [ -416, 432 ], "parameters": { "cwd": "/home/oneclick-server2/", "command": "=python3 /home/oneclick-server2/flight_scraper.py {{ $json.origin }} {{ $json.destination }} {{ $json.departureDateISO }} {{ $json.returnDateISO || '' }} {{ $json.tripType }} {{ $json.passengers }} {{ $json.cabinClass }} expedia", "authentication": "privateKey" }, "credentials": { "sshPrivateKey": { "name": "" } }, "typeVersion": 1 }, { "id": "76e69f7a-9683-47ce-bdf0-b673c504a4b2", "name": "Scrape Google Flights", "type": "n8n-nodes-base.ssh", "onError": "continueErrorOutput", "position": [ -416, 816 ], "parameters": { "cwd": "/home/oneclick-server2/", "command": "=python3 /home/oneclick-server2/flight_scraper.py {{ $json.origin }} {{ $json.destination }} {{ $json.departureDateISO }} {{ $json.returnDateISO || '' }} {{ $json.tripType }} {{ $json.passengers }} {{ $json.cabinClass }} googleflights", "authentication": "privateKey" }, "credentials": { "sshPrivateKey": { "name": "" } }, "typeVersion": 1 }, { "id": "020178b1-0de8-4cbc-812d-bec95ad92d8f", "name": "Aggregate & Analyze Prices", "type": "n8n-nodes-base.code", "position": [ -64, 336 ], "parameters": { "jsCode": "// Aggregate flight prices from all platforms\nconst items = $input.all();\nconst searchData = items[0].json;\n\nconst flights = [];\nconst errors = [];\n\nconst platforms = ['Kayak', 'Skyscanner', 'Expedia', 'Google Flights'];\n\nitems.slice(1).forEach((item, index) => {\n const platform = platforms[index];\n const output = item.json.stdout || '';\n \n if (item.json.stderr || !output) {\n errors.push(`${platform}: Unable to fetch`);\n return;\n }\n \n const lines = output.trim().split('\\n');\n \n lines.forEach(line => {\n if (line.includes('|')) {\n const parts = line.split('|');\n if (parts.length >= 6) {\n const price = parseFloat(parts[1].replace(/[^0-9.]/g, ''));\n \n if (price && price > 0) {\n flights.push({\n platform,\n airline: parts[0].trim(),\n price,\n currency: parts[1].match(/[A-Z\u20b9$\u20ac\u00a3]/)?.[0] || '$',\n duration: parts[2].trim(),\n stops: parts[3].trim(),\n departureTime: parts[4].trim(),\n arrivalTime: parts[5].trim(),\n bookingUrl: parts[6]?.trim() || '#',\n cabinClass: searchData.cabinClass\n });\n }\n }\n }\n });\n});\n\nif (flights.length === 0) {\n return [{\n json: {\n status: 'no_results',\n message: 'No flights found for your search criteria.',\n errors,\n ...searchData\n }\n }];\n}\n\nflights.sort((a, b) => a.price - b.price);\n\nconst bestDeal = flights[0];\nconst avgPrice = flights.reduce((sum, f) => sum + f.price, 0) / flights.length;\nconst maxPrice = flights[flights.length - 1].price;\nconst savings = maxPrice - bestDeal.price;\n\nconst directFlights = flights.filter(f => f.stops === '0' || f.stops.toLowerCase().includes('non'));\nconst bestDirectFlight = directFlights.length > 0 ? directFlights[0] : null;\n\nreturn [{\n json: {\n status: 'success',\n ...searchData,\n results: flights,\n bestDeal,\n bestDirectFlight,\n avgPrice: Math.round(avgPrice),\n maxPrice: Math.round(maxPrice),\n savings: Math.round(savings),\n totalResults: flights.length,\n directFlightsCount: directFlights.length,\n errors,\n searchTimestamp: new Date().toISOString()\n }\n}];" }, "typeVersion": 2 }, { "id": "b195bb98-d48b-442d-8ceb-7809a2f65d15", "name": "Format Email Report", "type": "n8n-nodes-base.code", "position": [ 256, 336 ], "parameters": { "jsCode": "// Format email report\nconst data = $input.first().json;\n\nif (data.status === 'no_results') {\n return [{\n json: {\n subject: `\u274c No Flights - ${data.origin} to ${data.destination}`,\n text: `No flights found for ${data.origin} to ${data.destination} on ${data.departureDate}`,\n ...data\n }\n }];\n}\n\nconst { origin, destination, departureDate, returnDate, tripType, passengers, results, bestDeal, avgPrice, savings } = data;\n\nconst topResults = results.slice(0, 10);\nconst resultsText = topResults.map((f, i) => \n `${i + 1}. ${f.airline} - ${f.currency}${f.price} (${f.stops === '0' ? 'Non-stop' : f.stops + ' stop(s)'}) - ${f.platform}`\n).join('\\n');\n\nconst textReport = `\nFLIGHT PRICE COMPARISON\n${'='.repeat(50)}\n\nRoute: ${origin} \u2192 ${destination}\nDeparture: ${departureDate}\n${returnDate ? `Return: ${returnDate}\\n` : ''}Trip Type: ${tripType}\nPassengers: ${passengers}\n\n\ud83c\udfc6 BEST DEAL\n${'-'.repeat(50)}\n${bestDeal.airline}\nPrice: ${bestDeal.currency}${bestDeal.price}\nDuration: ${bestDeal.duration}\nStops: ${bestDeal.stops === '0' ? 'Non-stop' : bestDeal.stops + ' stop(s)'}\nPlatform: ${bestDeal.platform}\n${savings > 0 ? `\\n\ud83d\udcb0 Save ${bestDeal.currency}${savings} vs highest price!` : ''}\n\n\ud83d\udcca ALL RESULTS (Top 10)\n${'-'.repeat(50)}\n${resultsText}\n\nAverage Price: ${bestDeal.currency}${avgPrice}\nTotal Results: ${results.length}\n\nPrices subject to availability.\nHappy travels! \u2708\ufe0f\n`;\n\nreturn [{\n json: {\n subject: `\u2708\ufe0f ${origin} \u2192 ${destination} - Best: ${bestDeal.currency}${bestDeal.price}`,\n text: textReport,\n ...data\n }\n}];" }, "typeVersion": 2 }, { "id": "994f5fa6-2e45-42f7-af12-f98026250c04", "name": "Send Email Report", "type": "n8n-nodes-base.emailSend", "position": [ 480, 336 ], "parameters": { "text": "={{$json.text}}", "options": {}, "subject": "={{$json.subject}}", "toEmail": "={{$json.userEmail}}", "fromEmail": "user@example.com", "emailFormat": "text" }, "credentials": { "smtp": { "name": "" } }, "typeVersion": 2.1 }, { "id": "8b3fbdb5-879f-4a02-8927-8632f944bd53", "name": "Webhook Response (Success)", "type": "n8n-nodes-base.respondToWebhook", "position": [ 784, 336 ], "parameters": { "options": {}, "respondWith": "json", "responseBody": "={{ {\n \"success\": true,\n \"message\": \"Flight comparison sent to \" + $json.userEmail,\n \"route\": $json.origin + \" \u2192 \" + $json.destination,\n \"bestPrice\": $json.bestDeal.price,\n \"airline\": $json.bestDeal.airline,\n \"totalResults\": $json.totalResults\n} }}" }, "typeVersion": 1.1 }, { "id": "d1d130de-f7f2-42ed-9f2b-591446329e6c", "name": "Webhook Response (Error)", "type": "n8n-nodes-base.respondToWebhook", "position": [ -416, 624 ], "parameters": { "options": {}, "respondWith": "json", "responseBody": "={{ {\n \"success\": false,\n \"message\": $json.response || \"Request failed\",\n \"status\": $json.status\n} }}" }, "typeVersion": 1.1 }, { "id": "35dd7ec1-cb14-4b34-9138-0d8e8af2380a", "name": "Sticky Note", "type": "n8n-nodes-base.stickyNote", "position": [ -1184, -624 ], "parameters": { "color": 4, "width": 484, "height": 476, "content": "## \ud83c\udfaf Workflow Purpose\n\n**Smart Flight Price Comparison**\n\nAutomatically compares flight prices across multiple booking platforms and sends detailed reports via email.\n\n### Key Features:\n\u2705 Natural language input\n\u2705 Multi-platform scraping\n\u2705 Best deal identification \n\u2705 Email reports\n\u2705 Real-time responses\n\n### Platforms Compared:\n- Kayak\n- Skyscanner\n- Expedia\n- Google Flights" }, "typeVersion": 1 }, { "id": "c312076a-7442-41fe-ac65-692581acde7d", "name": "Sticky Note1", "type": "n8n-nodes-base.stickyNote", "position": [ -1408, 96 ], "parameters": { "color": 5, "width": 452, "height": 516, "content": "## \ud83d\udce5 INPUT STAGE\n\n**Webhook receives:**\n- Flight search query\n- User email\n- Alert preferences\n\n**Example:**\n```json\n{\n \"message\": \"NYC to London March 25\",\n \"email\": \"user@test.com\"\n}\n```" }, "typeVersion": 1 }, { "id": "f8aa3a61-314d-4b4e-83bb-477f50a7562a", "name": "Sticky Note2", "type": "n8n-nodes-base.stickyNote", "position": [ -928, 48 ], "parameters": { "color": 5, "width": 260, "height": 612, "content": "## \ud83e\udde0 PARSE STAGE\n\n**Extracts:**\n- Airport codes\n- Dates (ISO format)\n- Trip type\n- Passengers\n\n**Validates:**\n- Required fields\n- Date formats\n- Airport codes" }, "typeVersion": 1 }, { "id": "32ea52fc-41ef-4f5c-bf12-c0b13b9a2866", "name": "Sticky Note3", "type": "n8n-nodes-base.stickyNote", "position": [ -508, -280 ], "parameters": { "color": 5, "width": 280, "height": 1224, "content": "## \ud83d\udd0d SCRAPE STAGE\n\n**Parallel scraping:**\n- All platforms simultaneously\n- Continue on failures\n- 30s timeout per scraper\n\n**Output format:**\nAIRLINE|PRICE|DURATION|STOPS|TIME|TIME|URL" }, "typeVersion": 1 }, { "id": "d503d1f7-06ca-4d75-96fc-b0a6d3fccb1a", "name": "Sticky Note4", "type": "n8n-nodes-base.stickyNote", "position": [ -112, -32 ], "parameters": { "color": 5, "width": 260, "height": 660, "content": "## \ud83d\udcca ANALYZE STAGE\n\n**Processes:**\n- Parse all results\n- Find best deals\n- Calculate stats\n- Sort by price\n\n**Outputs:**\n- Best overall\n- Best direct\n- Avg price\n- Savings" }, "typeVersion": 1 }, { "id": "b194c549-bdad-4f31-9ea3-5990caea9b84", "name": "Sticky Note5", "type": "n8n-nodes-base.stickyNote", "position": [ 224, 0 ], "parameters": { "color": 5, "width": 388, "height": 628, "content": "## \ud83d\udce7 REPORT STAGE\n\n**Email contains:**\n- Flight route & dates\n- Best deal highlight\n- Top 10 results\n- Price statistics\n- Booking links\n\n**Format:**\nPlain text (easy to read)" }, "typeVersion": 1 }, { "id": "0e963069-8538-431f-977b-9832b8905af4", "name": "Sticky Note6", "type": "n8n-nodes-base.stickyNote", "position": [ 688, 0 ], "parameters": { "color": 5, "width": 260, "height": 612, "content": "## \u2705 RESPONSE STAGE\n\n**Success:**\n- Best price found\n- Airline name\n- Total results\n- Email sent confirmation\n\n**Error:**\n- Helpful message\n- What's missing\n- Example format" }, "typeVersion": 1 } ], "active": false, "settings": { "executionOrder": "v1" }, "versionId": "8562102b-7099-407b-ae1f-69da37f8da99", "connections": { "Scrape Kayak": { "main": [ [ { "node": "Aggregate & Analyze Prices", "type": "main", "index": 0 } ] ] }, "Scrape Expedia": { "main": [ [ { "node": "Aggregate & Analyze Prices", "type": "main", "index": 0 } ] ] }, "Scrape Skyscanner": { "main": [ [ { "node": "Aggregate & Analyze Prices", "type": "main", "index": 0 } ] ] }, "Send Email Report": { "main": [ [ { "node": "Webhook Response (Success)", "type": "main", "index": 0 } ] ] }, "Format Email Report": { "main": [ [ { "node": "Send Email Report", "type": "main", "index": 0 } ] ] }, "Scrape Google Flights": { "main": [ [ { "node": "Aggregate & Analyze Prices", "type": "main", "index": 0 } ] ] }, "Check If Request Valid": { "main": [ [ { "node": "Scrape Kayak", "type": "main", "index": 0 }, { "node": "Scrape Skyscanner", "type": "main", "index": 0 }, { "node": "Scrape Expedia", "type": "main", "index": 0 }, { "node": "Scrape Google Flights", "type": "main", "index": 0 } ], [ { "node": "Webhook Response (Error)", "type": "main", "index": 0 } ] ] }, "Aggregate & Analyze Prices": { "main": [ [ { "node": "Format Email Report", "type": "main", "index": 0 } ] ] }, "Parse & Validate Flight Request": { "main": [ [ { "node": "Check If Request Valid", "type": "main", "index": 0 } ] ] }, "Webhook - Receive Flight Request": { "main": [ [ { "node": "Parse & Validate Flight Request", "type": "main", "index": 0 } ] ] } } }