TopSourcer - Trouver des profils LinkedIn en utilisant le langage naturel

Avancé

Ceci est unHR, AIworkflow d'automatisation du domainecontenant 18 nœuds.Utilise principalement des nœuds comme If, Code, Wait, HttpRequest, GoogleSheets, combinant la technologie d'intelligence artificielle pour une automatisation intelligente. Acquisition automatisée de candidats LinkedIn avec GPT-4 Boolean Search et Google X-ray

Prérequis
  • Peut nécessiter les informations d'identification d'authentification de l'API cible
  • Informations d'identification Google Sheets API
  • Clé API OpenAI
Aperçu du workflow
Visualisation des connexions entre les nœuds, avec support du zoom et du déplacement
Exporter le workflow
Copiez la configuration JSON suivante dans n8n pour importer et utiliser ce workflow
{
  "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": "Attendre",
      "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": "Quand un message de chat est reçu",
      "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": "Note adhésive",
      "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": "Note adhésive1",
      "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": "Note adhésive2",
      "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": "Note adhésive3",
      "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": "Note adhésive4",
      "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": "Note adhésive5",
      "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": "Créer une nouvelle feuille",
      "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": "Ajouter des colonnes à la nouvelle feuille",
      "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": "Définir le numéro de page pour la recherche google",
      "type": "n8n-nodes-base.code",
      "position": [
        2480,
        -180
      ],
      "parameters": {
        "jsCode": "return [{ json: { start: 0 } }];\n"
      },
      "typeVersion": 2
    },
    {
      "id": "f76f28a5-8444-4ff9-b62c-0d94a07c6447",
      "name": "Extraire toutes les URLs linkedin de la réponse http de google",
      "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(/&amp;/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 Recherche Booléenne",
      "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": "Générer une chaîne de recherche booléenne",
      "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": "Si les résultats souhaités ne sont pas atteints",
      "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": "Ajouter les résultats à la feuille",
      "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": "={{ $('Create a new sheet').first().json.sheetId }}"
        },
        "documentId": {
          "__rl": true,
          "mode": "list",
          "value": "1M9UUgw1wPZIBSoPiGTvNIgA19ERgOo5KmD9wx__Y8ZY",
          "cachedResultUrl": "https://docs.google.com/spreadsheets/d/1M9UUgw1wPZIBSoPiGTvNIgA19ERgOo5KmD9wx__Y8ZY/edit?usp=drivesdk",
          "cachedResultName": "Candidates"
        }
      },
      "credentials": {
        "googleSheetsOAuth2Api": {
          "id": "6wBRjmD77d71tAqP",
          "name": "Google Sheets account"
        }
      },
      "typeVersion": 4.5
    },
    {
      "id": "7a56e7d7-31f8-4115-b993-227bd7221c07",
      "name": "Ajouter 10 au début - Aller à la page suivante",
      "type": "n8n-nodes-base.code",
      "position": [
        4340,
        -220
      ],
      "parameters": {
        "jsCode": "// Get the start value from 'Edit Fields2' node\nconst startValue =$('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": "Colonnes à ajouter",
      "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": {
    "16a5f4a2-6e00-40f5-bab7-35526550eacd": {
      "main": [
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}
Foire aux questions

Comment utiliser ce workflow ?

Copiez le code de configuration JSON ci-dessus, créez un nouveau workflow dans votre instance n8n et sélectionnez "Importer depuis le JSON", collez la configuration et modifiez les paramètres d'authentification selon vos besoins.

Dans quelles scénarios ce workflow est-il adapté ?

Avancé - Ressources Humaines, Intelligence Artificielle

Est-ce payant ?

Ce workflow est entièrement gratuit et peut être utilisé directement. Veuillez noter que les services tiers utilisés dans le workflow (comme l'API OpenAI) peuvent nécessiter un paiement de votre part.

Informations sur le workflow
Niveau de difficulté
Avancé
Nombre de nœuds18
Catégorie2
Types de nœuds8
Description de la difficulté

Adapté aux utilisateurs avancés, avec des workflows complexes contenant 16+ nœuds

Auteur
Abdullah Maftah

Abdullah Maftah

@abdullah

I save talent acquisition professionals and 360 recruiters valuable time by automating candidate sourcing, screening, and outreach. Additionally, I build systems that identify potential new clients by searching popular job boards.

Liens externes
Voir sur n8n.io

Partager ce workflow

Catégories

Catégories: 34