{ "id": "UsBaGY83vnyZjRoB", "meta": { "instanceId": "d4e74e27d8d0aa53cd4bdff26f47c18bb91437db0b63a6ba8ec9f78df0e0234f", "templateId": "2808", "templateCredsSetupCompleted": true }, "name": "TopSourcer - Finds LinkedIn Profiles using natural language", "tags": [], "nodes": [ { "id": "16a5f4a2-6e00-40f5-bab7-35526550eacd", "name": "Wait", "type": "n8n-nodes-base.wait", "position": [ 3240, -280 ], "webhookId": "88c6a5cc-4b33-438c-ba85-2e075a276a78", "parameters": {}, "typeVersion": 1.1 }, { "id": "f9ff2e4f-176b-453d-8743-cab4d9fd408d", "name": "When chat message received", "type": "@n8n/n8n-nodes-langchain.chatTrigger", "position": [ 1040, -180 ], "webhookId": "475042df-7c36-4658-ab1c-ff55c237621f", "parameters": { "options": {} }, "typeVersion": 1.1 }, { "id": "b988c049-2400-4a3a-b615-f4048832bd8d", "name": "Sticky Note", "type": "n8n-nodes-base.stickyNote", "position": [ 980, -340 ], "parameters": { "content": "Click \"Open Chat\" after activating the workflow.\n\nHere, paste in a job description or describe your ideal candidate." }, "typeVersion": 1 }, { "id": "74cec892-07d6-4e7d-9c6f-becfb51241c8", "name": "Sticky Note1", "type": "n8n-nodes-base.stickyNote", "position": [ 1300, -300 ], "parameters": { "width": 300, "content": "Under \"Credential to connect with\" add your openAI API key. Find at: https://platform.openai.com/settings/organization/api-keys\n" }, "typeVersion": 1 }, { "id": "940373af-ca88-44f1-b3c3-fb125ab6daf9", "name": "Sticky Note2", "type": "n8n-nodes-base.stickyNote", "position": [ 2800, -360 ], "parameters": { "width": 300, "content": "For the first condition: {{ $json.start }} is less than 50, so change \"50\" to your desired number of results. \n\nEach loop fetches the next page, returning 10 results per iteration." }, "typeVersion": 1 }, { "id": "c2bc0757-753b-4fee-b42b-65e5a0ff4750", "name": "Sticky Note3", "type": "n8n-nodes-base.stickyNote", "position": [ 3160, -440 ], "parameters": { "color": 5, "width": 200, "content": "Waits 5 seconds to avoid rate limiting by Google. While it's unlikely you'll be rate-limited since you're authenticated with your cookie, this is just a precaution." }, "typeVersion": 1 }, { "id": "9007b42b-1a79-4b98-9d75-71894d660c1d", "name": "Sticky Note4", "type": "n8n-nodes-base.stickyNote", "position": [ 3400, -600 ], "parameters": { "color": 4, "width": 380, "height": 280, "content": "Get this Cookie-Editor. https://chromewebstore.google.com/detail/cookie-editor/hlkenndednhfkekhgcdicdfddnkalmdm\n\nDo a google search --> click this extension --> Export --> Header string.\n\nThen, open this node --> under Header Auth --> edit --> and under cookie value paste in your header string. \n\nThis is to perform an authenticated google search.\n" }, "typeVersion": 1 }, { "id": "b1d2f9dd-227d-4372-89f8-e6d54e94f2fc", "name": "Sticky Note5", "type": "n8n-nodes-base.stickyNote", "position": [ 1680, -320 ], "parameters": { "content": "Connect your google sheets account and create a document." }, "typeVersion": 1 }, { "id": "df0fb397-55d0-41ec-a9df-2c39019ad68e", "name": "Create a new sheet", "type": "n8n-nodes-base.googleSheets", "position": [ 1740, -180 ], "parameters": { "title": "={{ $('Generate a Boolean Search String').item.json.choices[0].message.content.sheet_name + ' ' + $now }}\n", "options": {}, "operation": "create", "documentId": { "__rl": true, "mode": "list", "value": "1M9UUgw1wPZIBSoPiGTvNIgA19ERgOo5KmD9wx__Y8ZY", "cachedResultUrl": "https://docs.google.com/spreadsheets/d/1M9UUgw1wPZIBSoPiGTvNIgA19ERgOo5KmD9wx__Y8ZY/edit?usp=drivesdk", "cachedResultName": "Candidates" } }, "credentials": { "googleSheetsOAuth2Api": { "id": "6wBRjmD77d71tAqP", "name": "Google Sheets account" } }, "typeVersion": 4.5 }, { "id": "678a0b65-de67-41f0-ada6-23cef1226228", "name": "Add columns to new sheet", "type": "n8n-nodes-base.googleSheets", "position": [ 2220, -180 ], "parameters": { "columns": { "value": {}, "schema": [ { "id": "linkedin_url", "type": "string", "display": true, "removed": false, "required": false, "displayName": "linkedin_url", "defaultMatch": false, "canBeUsedToMatch": true } ], "mappingMode": "autoMapInputData", "matchingColumns": [], "attemptToConvertTypes": false, "convertFieldsToString": false }, "options": {}, "operation": "append", "sheetName": { "__rl": true, "mode": "id", "value": "={{ $('Create a new sheet').item.json.sheetId }}" }, "documentId": { "__rl": true, "mode": "list", "value": "1M9UUgw1wPZIBSoPiGTvNIgA19ERgOo5KmD9wx__Y8ZY", "cachedResultUrl": "https://docs.google.com/spreadsheets/d/1M9UUgw1wPZIBSoPiGTvNIgA19ERgOo5KmD9wx__Y8ZY/edit?usp=drivesdk", "cachedResultName": "Candidates" } }, "credentials": { "googleSheetsOAuth2Api": { "id": "6wBRjmD77d71tAqP", "name": "Google Sheets account" } }, "typeVersion": 4.5 }, { "id": "767491ab-f7dd-4e23-816b-840bc24e5268", "name": "set page number for google search", "type": "n8n-nodes-base.code", "position": [ 2480, -180 ], "parameters": { "jsCode": "return [{ json: { start: 0 } }];\n" }, "typeVersion": 2 }, { "id": "f76f28a5-8444-4ff9-b62c-0d94a07c6447", "name": "Extracts all linkedin urls from the google http response", "type": "n8n-nodes-base.code", "position": [ 3740, -280 ], "parameters": { "jsCode": "// Extract LinkedIn profile URLs from HTML\nfunction extractLinkedInUrls(html) {\n // First decode any encoded HTML entities\n html = html.replace(/&/g, '&')\n .replace(/\\\\u003d/g, '=')\n .replace(/\\\\x22/g, '\"')\n .replace(/\\\\x26/g, '&')\n .replace(/\\\\x3e/g, '>')\n .replace(/\\\\x3c/g, '<');\n\n const patterns = [\n // Standard LinkedIn URLs in href\n /(?:https?:)?\\/\\/(?:[a-z]{2,}\\.)?linkedin\\.com\\/in\\/[a-zA-Z0-9._-]+(?:\\/[a-z]{2})?/gi,\n // URLs in encoded strings\n /(?:\"url\"|url=)(?:[^\"&]*?)(?:https?:)?\\/\\/(?:[a-z]{2,}\\.)?linkedin\\.com\\/in\\/[a-zA-Z0-9._-]+(?:\\/[a-z]{2})?/gi,\n // URLs in JSON strings\n /\"(?:https?:)?\\/\\/(?:[a-z]{2,}\\.)?linkedin\\.com\\/in\\/[a-zA-Z0-9._-]+(?:\\/[a-z]{2})?\"/gi\n ];\n\n const urls = new Set();\n \n patterns.forEach(pattern => {\n const matches = html.matchAll(pattern);\n for (const match of matches) {\n let url = match[0];\n \n // Clean up the URL\n url = url.replace(/^\"url\"|^url=|\"$/g, '') // Remove url= prefix and quotes\n .replace(/^[\"']|[\"']$/g, '') // Remove surrounding quotes\n .replace(/\\\\+/g, '') // Remove backslashes\n .trim();\n \n // Ensure URL has protocol\n if (!url.startsWith('http')) {\n url = 'https://' + url.replace(/^\\/\\//, '');\n }\n \n // Only include if it's a LinkedIn profile URL\n if (url.includes('linkedin.com/in/')) {\n // Clean the URL: remove tracking parameters and fragments\n url = url.split(/[?#&]/)[0];\n \n // Remove any trailing slashes\n url = url.replace(/\\/$/, '');\n \n // Add to Set to remove duplicates\n urls.add(url);\n }\n }\n });\n\n return Array.from(urls);\n}\n\n// Get the HTML from input\nconst html = $input.first().json.data;\n\n// Extract URLs and create array of objects\nconst linkedInProfiles = extractLinkedInUrls(html)\n .filter(url => !url.includes('google.com')) // Extra safety check to remove any Google URLs\n .map(url => ({\n linkedin_url: url\n }));\n\n// Return the array of objects directly\nreturn linkedInProfiles;" }, "typeVersion": 2 }, { "id": "5a93c8f2-f55b-4d0e-92f8-0d86147f8d13", "name": "Google Boolean Search", "type": "n8n-nodes-base.httpRequest", "position": [ 3500, -300 ], "parameters": { "url": "https://www.google.com/search", "options": {}, "sendQuery": true, "sendHeaders": true, "authentication": "genericCredentialType", "genericAuthType": "httpHeaderAuth", "queryParameters": { "parameters": [ { "name": "q", "value": "={{ $('Generate a Boolean Search String').first().json.choices[0].message.content.search_string }}\n" }, { "name": "start", "value": "={{ $json.start }}" } ] }, "headerParameters": { "parameters": [ { "name": "User-Agent", "value": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/132.0.0.0 Safari/537.36" } ] } }, "credentials": { "httpHeaderAuth": { "id": "5T6POWjsPfV558Ta", "name": "Header Auth account" } }, "typeVersion": 4.2 }, { "id": "37b4f264-34f0-47bb-9b1b-fa53beafb2a9", "name": "Generate a Boolean Search String", "type": "@n8n/n8n-nodes-langchain.openAi", "position": [ 1320, -180 ], "parameters": { "modelId": { "__rl": true, "mode": "list", "value": "gpt-4o-mini", "cachedResultName": "GPT-4O-MINI" }, "options": {}, "messages": { "values": [ { "role": "system", "content": "You are an expert in Boolean search techniques for Google. When the user send a job description, generate a search string specifically for finding LinkedIn profiles. Your response must always follow this exact format:\nsite:linkedin.com/in [Boolean search string]\nCreate the Boolean search string using precise operators (AND, OR, \"\", *, -) to match the job requirements. Focus only on generating the search string - provide no additional commentary or explanations unless specifically requested.\n\nAlso return sheet_name (less than 100 char)" }, { "content": "={{ $json.chatInput }}" } ] }, "simplify": false, "jsonOutput": true }, "credentials": { "openAiApi": { "id": "EX7mky4RGLDD6udW", "name": "OpenAi account" } }, "retryOnFail": false, "typeVersion": 1.8 }, { "id": "99041eff-f094-4c2a-a75a-4b01faf33d1b", "name": "If desired results not reached", "type": "n8n-nodes-base.if", "position": [ 2920, -200 ], "parameters": { "options": {}, "conditions": { "options": { "version": 2, "leftValue": "", "caseSensitive": true, "typeValidation": "strict" }, "combinator": "and", "conditions": [ { "id": "da9f8de0-1e75-4ff3-9f81-8e911251416b", "operator": { "type": "number", "operation": "lt" }, "leftValue": "={{ $json.start }}", "rightValue": 50 }, { "id": "a891c085-7f49-4523-8610-40577b3ffd3b", "operator": { "name": "filter.operator.equals", "type": "string", "operation": "equals" }, "leftValue": "", "rightValue": "" } ] } }, "typeVersion": 2.2 }, { "id": "d218a1e8-2959-4b7c-a84d-f8e0df82c5e7", "name": "Appends the results to the sheet", "type": "n8n-nodes-base.googleSheets", "position": [ 4040, -280 ], "parameters": { "columns": { "value": { "linkedin_url": "={{ $json.linkedin_url }}" }, "schema": [ { "id": "linkedin_url", "type": "string", "display": true, "removed": false, "required": false, "displayName": "linkedin_url", "defaultMatch": false, "canBeUsedToMatch": true }, { "id": "Full Name", "type": "string", "display": true, "required": false, "displayName": "Full Name", "defaultMatch": false, "canBeUsedToMatch": true }, { "id": "First Name", "type": "string", "display": true, "required": false, "displayName": "First Name", "defaultMatch": false, "canBeUsedToMatch": true }, { "id": "Headline", "type": "string", "display": true, "required": false, "displayName": "Headline", "defaultMatch": false, "canBeUsedToMatch": true }, { "id": "Candidate Summary", "type": "string", "display": true, "required": false, "displayName": "Candidate Summary", "defaultMatch": false, "canBeUsedToMatch": true }, { "id": "Experiences Summary", "type": "string", "display": true, "removed": false, "required": false, "displayName": "Experiences Summary", "defaultMatch": false, "canBeUsedToMatch": true }, { "id": "Education Summary", "type": "string", "display": true, "removed": false, "required": false, "displayName": "Education Summary", "defaultMatch": false, "canBeUsedToMatch": true }, { "id": "Skills", "type": "string", "display": true, "required": false, "displayName": "Skills", "defaultMatch": false, "canBeUsedToMatch": true }, { "id": "City", "type": "string", "display": true, "removed": false, "required": false, "displayName": "City", "defaultMatch": false, "canBeUsedToMatch": true }, { "id": "Country", "type": "string", "display": true, "removed": false, "required": false, "displayName": "Country", "defaultMatch": false, "canBeUsedToMatch": true }, { "id": "Criteria_Assessment", "type": "string", "display": true, "removed": false, "required": false, "displayName": "Criteria_Assessment", "defaultMatch": false, "canBeUsedToMatch": true }, { "id": "overall_fit_score", "type": "string", "display": true, "removed": false, "required": false, "displayName": "overall_fit_score", "defaultMatch": false, "canBeUsedToMatch": true }, { "id": "score_justification", "type": "string", "display": true, "removed": false, "required": false, "displayName": "score_justification", "defaultMatch": false, "canBeUsedToMatch": true }, { "id": "Company", "type": "string", "display": true, "required": false, "displayName": "Company", "defaultMatch": false, "canBeUsedToMatch": true }, { "id": "Company Industry", "type": "string", "display": true, "required": false, "displayName": "Company Industry", "defaultMatch": false, "canBeUsedToMatch": true }, { "id": "Company Size", "type": "string", "display": true, "required": false, "displayName": "Company Size", "defaultMatch": false, "canBeUsedToMatch": true }, { "id": "Company LinkedIn URL", "type": "string", "display": true, "required": false, "displayName": "Company LinkedIn URL", "defaultMatch": false, "canBeUsedToMatch": true }, { "id": "Company Website", "type": "string", "display": true, "required": false, "displayName": "Company Website", "defaultMatch": false, "canBeUsedToMatch": true }, { "id": "Current Company Join Date", "type": "string", "display": true, "required": false, "displayName": "Current Company Join Date", "defaultMatch": false, "canBeUsedToMatch": true }, { "id": "Certifications", "type": "string", "display": true, "required": false, "displayName": "Certifications", "defaultMatch": false, "canBeUsedToMatch": true }, { "id": "Courses Taken", "type": "string", "display": true, "required": false, "displayName": "Courses Taken", "defaultMatch": false, "canBeUsedToMatch": true }, { "id": "Email", "type": "string", "display": true, "required": false, "displayName": "Email", "defaultMatch": false, "canBeUsedToMatch": true }, { "id": "Phone", "type": "string", "display": true, "required": false, "displayName": "Phone", "defaultMatch": false, "canBeUsedToMatch": true }, { "id": "Connections Count", "type": "string", "display": true, "required": false, "displayName": "Connections Count", "defaultMatch": false, "canBeUsedToMatch": true }, { "id": "Followers Count", "type": "string", "display": true, "required": false, "displayName": "Followers Count", "defaultMatch": false, "canBeUsedToMatch": true }, { "id": "Languages Spoken", "type": "string", "display": true, "required": false, "displayName": "Languages Spoken", "defaultMatch": false, "canBeUsedToMatch": true }, { "id": "Projects", "type": "string", "display": true, "required": false, "displayName": "Projects", "defaultMatch": false, "canBeUsedToMatch": true }, { "id": "Date Created", "type": "string", "display": true, "required": false, "displayName": "Date Created", "defaultMatch": false, "canBeUsedToMatch": true } ], "mappingMode": "defineBelow", "matchingColumns": [], "attemptToConvertTypes": false, "convertFieldsToString": false }, "options": {}, "operation": "append", "sheetName": { "__rl": true, "mode": "id", "value": "={{ $('Create a new sheet').first().json.sheetId }}" }, "documentId": { "__rl": true, "mode": "list", "value": "1M9UUgw1wPZIBSoPiGTvNIgA19ERgOo5KmD9wx__Y8ZY", "cachedResultUrl": "https://docs.google.com/spreadsheets/d/1M9UUgw1wPZIBSoPiGTvNIgA19ERgOo5KmD9wx__Y8ZY/edit?usp=drivesdk", "cachedResultName": "Candidates" } }, "credentials": { "googleSheetsOAuth2Api": { "id": "6wBRjmD77d71tAqP", "name": "Google Sheets account" } }, "typeVersion": 4.5 }, { "id": "7a56e7d7-31f8-4115-b993-227bd7221c07", "name": "Adds 10 to start - Go to next page", "type": "n8n-nodes-base.code", "position": [ 4340, -220 ], "parameters": { "jsCode": "// Get the start value from 'Edit Fields2' node\nconst startValue =$('If desired results not reached').first().json.start;\n\n// Add 10 to the start value\nconst start = startValue + 10;\n\n// Return the new value\nreturn [{ json: { start } }];\n" }, "typeVersion": 2 }, { "id": "afe22fc0-c9c1-4aab-a11d-d91740f812bb", "name": "Columns to add", "type": "n8n-nodes-base.code", "position": [ 1980, -180 ], "parameters": { "jsCode": "return [{\n json: {\n \"linkedin_url\": \"\"\n }\n}];\n" }, "typeVersion": 2 } ], "active": true, "pinData": {}, "settings": {}, "versionId": "ce389fd9-7697-4e36-8346-6be9414aecf2", "connections": { "Wait": { "main": [ [ { "node": "Google Boolean Search", "type": "main", "index": 0 } ] ] }, "Columns to add": { "main": [ [ { "node": "Add columns to new sheet", "type": "main", "index": 0 } ] ] }, "Create a new sheet": { "main": [ [ { "node": "Columns to add", "type": "main", "index": 0 } ] ] }, "Google Boolean Search": { "main": [ [ { "node": "Extracts all linkedin urls from the google http response", "type": "main", "index": 0 } ] ] }, "Add columns to new sheet": { "main": [ [ { "node": "set page number for google search", "type": "main", "index": 0 } ] ] }, "When chat message received": { "main": [ [ { "node": "Generate a Boolean Search String", "type": "main", "index": 0 } ] ] }, "If desired results not reached": { "main": [ [ { "node": "Wait", "type": "main", "index": 0 } ], [] ] }, "Appends the results to the sheet": { "main": [ [ { "node": "Adds 10 to start - Go to next page", "type": "main", "index": 0 } ] ] }, "Generate a Boolean Search String": { "main": [ [ { "node": "Create a new sheet", "type": "main", "index": 0 } ] ] }, "set page number for google search": { "main": [ [ { "node": "If desired results not reached", "type": "main", "index": 0 } ] ] }, "Adds 10 to start - Go to next page": { "main": [ [ { "node": "If desired results not reached", "type": "main", "index": 0 } ] ] }, "Extracts all linkedin urls from the google http response": { "main": [ [ { "node": "Appends the results to the sheet", "type": "main", "index": 0 } ] ] } } }