AI简历traitement与GitHubanalyse(VLM运行)

Avancé

Ceci est unAIworkflow d'automatisation du domainecontenant 18 nœuds.Utilise principalement des nœuds comme If, Code, Gmail, Merge, Slack, combinant la technologie d'intelligence artificielle pour une automatisation intelligente. AI简历traitement与GitHubanalyse(VLM运行)

Prérequis
  • Compte Google et informations d'identification Gmail API
  • Token Bot Slack ou URL Webhook
  • Peut nécessiter les informations d'identification d'authentification de l'API cible
  • Informations d'identification Google Sheets API
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
{
  "meta": {
    "instanceId": "0a7ae129a7d703150135f6cc24d0469f20ffd22b5ed59c23ee3e0608264e6d98",
    "templateCredsSetupCompleted": true
  },
  "nodes": [
    {
      "id": "bdf7d44b-b13e-4bfc-bbb5-0fabe8abd40a",
      "name": "Envoyer un e-mail d'accusé de réception",
      "type": "n8n-nodes-base.gmail",
      "position": [
        -20,
        1140
      ],
      "webhookId": "959be407-da29-4fef-bb85-ac5cc6b41a6d",
      "parameters": {
        "sendTo": "={{ $json.contact_info.email }}",
        "message": "We will get in touch shortly.",
        "options": {
          "senderName": "VLM Run",
          "appendAttribution": false
        },
        "subject": "Thanks for Your Interest"
      },
      "credentials": {
        "gmailOAuth2": {
          "id": "7MVziRpoyD8arghO",
          "name": "Gmail account 2"
        }
      },
      "typeVersion": 2.1
    },
    {
      "id": "72290874-1493-4980-a445-ac5d5f752ebd",
      "name": "🔍 GitHub Documentation d'analyse3",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -1460,
        100
      ],
      "parameters": {
        "color": 7,
        "width": 1260,
        "height": 640,
        "content": "## 🔍 GitHub Intelligence Engine\n\n**Deep analysis of candidate's GitHub profile and repositories.**\n\n**Profile Analysis:**\n- Account age & experience\n- Follower/following metrics\n- Public repository count\n- Bio and company info\n\n**Repository Intelligence:**\n- Language distribution\n- Framework detection (30+)\n- Total stars & forks\n- Recent activity tracking\n\n**Technology Detection:**\n- Frontend: React, Vue, Angular\n- Backend: Express, Django, Flask\n- Mobile: React Native, Flutter\n- DevOps: Docker, AWS, Kubernetes\n\n**Smart Features:**\n- Handles missing profiles gracefully\n- Calculates experience automatically\n- Ranks technologies by usage\n- Identifies trending skills"
      },
      "typeVersion": 1
    },
    {
      "id": "2cc059ed-deb1-4cd6-bc35-a840e7e3fb9f",
      "name": "🤖 Documentation de traitement IA1",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -1860,
        100
      ],
      "parameters": {
        "color": 3,
        "width": 380,
        "height": 880,
        "content": "## 🤖 AI Resume Analysis\n\n**VLM Run processes resumes to extract structured candidate data.**\n\n**Features:**\n- Contact information extraction\n- Skills identification\n- Experience parsing\n- Education details\n- Social profile detection\n\n**Advanced Extraction:**\n- Name, email, phone\n- GitHub & LinkedIn URLs\n- Work history\n- Technical skills\n- Certifications\n\n**Output:**\n- Structured JSON data\n- Normalized fields\n- Ready for analysis\n\n**Benefits:**\n- Eliminates manual data entry\n- Consistent formatting\n- Accurate extraction\n- Scalable processing"
      },
      "typeVersion": 1
    },
    {
      "id": "92d64d61-d690-4d68-8ee7-ebb0f231c02c",
      "name": "📧 Documentation de prise en charge1",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -2260,
        100
      ],
      "parameters": {
        "color": 7,
        "width": 380,
        "height": 880,
        "content": "## 📧 Resume Intake Processing\n\n**Monitors Gmail for incoming resume submissions and automatically triggers processing.**\n\n**Process:**\n1. Watches inbox every minute\n2. Detects emails with attachments\n3. Auto-triggers on new resumes\n4. Downloads PDF attachments\n\n**Supported Formats:**\n- PDF resumes\n- DOC/DOCX files\n- Various layouts\n- Multi-page documents\n\n**Trigger Conditions:**\n- New email received\n- Contains attachments\n- Attachment download enabled\n- Real-time processing"
      },
      "typeVersion": 1
    },
    {
      "id": "a6a81e04-0f29-44c6-aa81-0b642517b7bb",
      "name": "📋 Aperçu du workflow1",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -2740,
        100
      ],
      "parameters": {
        "color": 7,
        "width": 460,
        "height": 880,
        "content": "## 📋 AI Resume Processing & GitHub Analysis\n\n**Overview:**\nAutomatically processes resumes received via email and generates comprehensive candidate profiles with AI-powered resume parsing and GitHub analysis.\n\n**Workflow:**\n1. 📧 Monitor Gmail for resume submissions\n2. 🤖 Parse resume with AI extraction\n3. 🔍 Analyze GitHub profile (if available)\n4. 📊 Create comprehensive candidate profile\n5. 💬 Notify team via Slack + save to Sheets\n6. ✉️ Send acknowledgment to candidate\n\n**Perfect for:**\n- HR departments\n- Technical recruiting\n- Talent acquisition teams\n- Startup hiring\n- Developer assessment\n\n**Requirements:**\n- VLM Run API access\n- Gmail OAuth2\n- Google Sheets access\n- Slack webhook\n- GitHub API (optional authentication)"
      },
      "typeVersion": 1
    },
    {
      "id": "3d3a320b-b63d-4248-a01e-6f75fb77b716",
      "name": "📊 Documentation de sortie1",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -180,
        100
      ],
      "parameters": {
        "color": 7,
        "width": 420,
        "height": 1240,
        "content": "## 📊 Multi-Channel Output\n\n**Delivers comprehensive candidate data across multiple platforms.**\n\n**Google Sheets Integration:**\n- Structured candidate database\n- 20+ data columns\n- Searchable & filterable\n- Historical tracking\n\n**Slack Notifications:**\n- Instant team alerts\n- Rich candidate summaries\n- GitHub profile highlights\n- Technology breakdown\n\n**Email Automation:**\n- Professional acknowledgments\n- Personalized messages\n- GitHub profile mentions\n- Builds candidate experience\n\n**Benefits:**\n- Centralized data storage\n- Real-time team updates\n- Professional communication\n- Streamlined hiring process"
      },
      "typeVersion": 1
    },
    {
      "id": "4c4d9503-4b4a-4a95-bf64-67d4e0acc7b2",
      "name": "Surveiller Gmail pour les CV",
      "type": "n8n-nodes-base.gmailTrigger",
      "position": [
        -2160,
        760
      ],
      "parameters": {
        "simple": false,
        "filters": {},
        "options": {
          "downloadAttachments": true
        },
        "pollTimes": {
          "item": [
            {
              "mode": "everyMinute"
            }
          ]
        }
      },
      "credentials": {
        "gmailOAuth2": {
          "id": "7MVziRpoyD8arghO",
          "name": "Gmail account 2"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "a888c038-d826-4cd0-aefc-f9aca346a7f2",
      "name": "Analyser le CV avec VLM Run",
      "type": "@vlm-run/n8n-nodes-vlmrun.vlmRun",
      "position": [
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      "parameters": {
        "file": "attachment_0",
        "domain": "document.resume"
      },
      "credentials": {
        "vlmRunApi": {
          "id": "cF5KpbVmnt36bdWr",
          "name": "VLM Run account 6"
        }
      },
      "typeVersion": 1
    },
    {
      "id": "1134c82c-77e6-438d-8fbc-77807837db17",
      "name": "Vérifier le profil Github",
      "type": "n8n-nodes-base.if",
      "position": [
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        760
      ],
      "parameters": {
        "options": {},
        "conditions": {
          "options": {
            "version": 2,
            "leftValue": "",
            "caseSensitive": true,
            "typeValidation": "strict"
          },
          "combinator": "and",
          "conditions": [
            {
              "id": "e28a7d82-d42c-4ce0-9a7d-7f9ef94090c2",
              "operator": {
                "type": "string",
                "operation": "exists",
                "singleValue": true
              },
              "leftValue": "={{ $json.response.contact_info.github }}",
              "rightValue": ""
            }
          ]
        }
      },
      "typeVersion": 2.2
    },
    {
      "id": "29ef7e94-6c03-4e0c-98e6-3720b6e078cb",
      "name": "Extraire le nom d'utilisateur GitHub",
      "type": "n8n-nodes-base.code",
      "position": [
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        540
      ],
      "parameters": {
        "jsCode": "const url = $input.first().json.response.contact_info.github\nconst username = url.split('github.com/')[1].split('/')[0];\nreturn [{ json: { username } }];"
      },
      "typeVersion": 2
    },
    {
      "id": "2c851eda-2501-4b8a-a855-9ac5cb750d3c",
      "name": "Récupérer le profil GitHub",
      "type": "n8n-nodes-base.httpRequest",
      "position": [
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      ],
      "parameters": {
        "url": "=https://api.github.com/users/{{ $json.username }}",
        "options": {}
      },
      "typeVersion": 4.2
    },
    {
      "id": "19528631-4eab-420b-9601-25d96e65b9c8",
      "name": "Récupérer les dépôts GitHub",
      "type": "n8n-nodes-base.httpRequest",
      "position": [
        -840,
        540
      ],
      "parameters": {
        "url": "=https://api.github.com/users/{{ $json.username }}/repos",
        "options": {}
      },
      "typeVersion": 4.2
    },
    {
      "id": "7ac5cbc4-828c-42d1-addf-162458ac6fda",
      "name": "Traiter les données du profil",
      "type": "n8n-nodes-base.code",
      "position": [
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        340
      ],
      "parameters": {
        "jsCode": "const user = items[0].json;\n\n// Parse creation and update dates\nconst created = new Date(user.created_at);\nconst updated = new Date(user.updated_at);\n\n// Calculate difference in milliseconds\nconst diffTime = Math.abs(updated - created);\n\n// Convert milliseconds to years\nconst years = diffTime / (1000 * 60 * 60 * 24 * 365.25);\n\n// Round to nearest whole number\nconst experience = `~${Math.round(years)}`;\n\n// Return desired output\nreturn [\n  {\n    json: {\n      login: user.login,\n      public_repos: user.public_repos,\n      followers: user.followers,\n      experience\n    }\n  }\n];"
      },
      "typeVersion": 2
    },
    {
      "id": "1b32ce5f-3213-43b0-a604-be204c1ae476",
      "name": "Analyser les données du dépôt",
      "type": "n8n-nodes-base.code",
      "position": [
        -600,
        540
      ],
      "parameters": {
        "jsCode": "// Initialize counts\nlet languageCount = {};\nlet frameworkCount = {};\nlet totalStars = 0;\nlet totalForks = 0;\n\n// Full list of frameworks, libraries, and tools\nconst knownFrameworks = [\n  \"React\", \"Angular\", \"Vue\", \"Bootstrap\", \"Tailwind\", \"jQuery\",\n  \"Node\", \"Express\", \"Django\", \"Flask\", \"Spring Boot\", \"Laravel\", \"Rails\",\n  \"React Native\", \"Flutter\", \"Ionic\",\n  \"MongoDB\", \"MySQL\", \"PostgreSQL\", \"Firebase\",\n  \"Docker\", \"Jenkins\", \"GitHub\", \"GitLab\", \"AWS\", \"Azure\", \"Netlify\", \"Vercel\",\n  \"Jest\", \"Mocha\", \"Cypress\", \"Selenium\",\n  \"FastAPI\", \"Redux\", \"Redux Toolkit\"\n];\n\n// Helper function to extract frameworks\nfunction extractFrameworks(text) {\n  if (!text) return [];\n\n  const matches = new Set();\n  const lowerText = text.toLowerCase();\n\n  for (const fw of knownFrameworks) {\n    if (lowerText.includes(fw.toLowerCase())) {\n      matches.add(fw);\n    }\n  }\n\n  return Array.from(matches);\n}\n\n// Loop through repositories\nfor (const item of items) {\n  const repo = item.json;\n\n  // Count languages\n  const lang = repo.language;\n  if (lang) {\n    languageCount[lang] = (languageCount[lang] || 0) + 1;\n  }\n\n  // Count frameworks from description and topics\n  const descFrameworks = extractFrameworks(repo.description);\n  const topicFrameworks = extractFrameworks((repo.topics || []).join(\" \"));\n  const allFrameworks = new Set([...descFrameworks, ...topicFrameworks]);\n\n  for (const fw of allFrameworks) {\n    frameworkCount[fw] = (frameworkCount[fw] || 0) + 1;\n  }\n\n  // Add stars and forks\n  totalStars += repo.stargazers_count || 0;\n  totalForks += repo.forks_count || 0;\n}\n\n// Return combined result\nreturn [\n  {\n    json: {\n      languageCount,\n      frameworkCount,\n      totalStars,\n      totalForks\n    }\n  }\n];"
      },
      "typeVersion": 2
    },
    {
      "id": "7f58201c-7656-4aae-9423-52680aa37b82",
      "name": "Combiner les données GitHub",
      "type": "n8n-nodes-base.merge",
      "position": [
        -360,
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      ],
      "parameters": {
        "numberInputs": 3
      },
      "typeVersion": 3.1
    },
    {
      "id": "09f1229a-4638-44b2-8244-139b9b9022de",
      "name": "Aplatir la réponse",
      "type": "n8n-nodes-base.code",
      "position": [
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      ],
      "parameters": {
        "jsCode": "const allItems = $input.all();\n\n// Defensive checks to ensure indexes exist\nconst resumeData = allItems[0]?.json?.response || {};\nconst githubData = allItems[1]?.json || {};\nconst repoData = allItems[2]?.json || {};\n\n// Merge into one object\nconst mergedData = {\n  ...githubData,\n  ...resumeData,\n  ...repoData\n};\n\n// Return as single item array\nreturn [\n  {\n    json: mergedData\n  }\n];"
      },
      "typeVersion": 2
    },
    {
      "id": "e8f89ee8-2bcd-464a-8ec8-2be11bf1c2b2",
      "name": "Enregistrer dans Google Sheet",
      "type": "n8n-nodes-base.googleSheets",
      "position": [
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      ],
      "parameters": {
        "columns": {
          "value": {
            "Name": "={{ $json.contact_info.full_name }}",
            "Email": "={{ $json.contact_info.email }}",
            "Phone no.": "={{ $json.contact_info.phone }}",
            "Github URL": "={{ $json.contact_info.github }}",
            "C++ Projects": "={{ $json.languageCount?.cpp || null }}",
            "LinkedIn URL": "={{ $json.contact_info.linkedin }}",
            "Java Projects": "={{ $json.languageCount?.Java || null }}",
            "React Projects": "={{ $json.languageCount?.React || null }}",
            "Python Projects": "={{ $json.languageCount?.Python || null }}",
            "GitHub Experience": "={{ $json.expeience || null }}",
            "GitHub Fork Count": "={{ $json.totalForks || null}}",
            "GitHub Star Count": "={{ $json.totalStars || null }}",
            "Github Repo Count": "={{ $json.public_repos || null }}",
            "Javascript Projects": "={{ $json.languageCount?.JavaScript || null }}",
            "TypeScript Projects": "={{ $json.languageCount?.TypeScript || null }}",
            "Github follower count": "={{ $json.followers || null }}"
          },
          "schema": [
            {
              "id": "Name",
              "type": "string",
              "display": true,
              "removed": false,
              "required": false,
              "displayName": "Name",
              "defaultMatch": false,
              "canBeUsedToMatch": true
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              "id": "Email",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Email",
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              "display": true,
              "required": false,
              "displayName": "Phone no.",
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            {
              "id": "Github URL",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Github URL",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "LinkedIn URL",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "LinkedIn URL",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
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              "display": true,
              "required": false,
              "displayName": "GitHub Experience",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
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              "id": "Github follower count",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Github follower count",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Github Repo Count",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Github Repo Count",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "GitHub Star Count",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "GitHub Star Count",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "GitHub Fork Count",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "GitHub Fork Count",
              "defaultMatch": false,
              "canBeUsedToMatch": true
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              "display": true,
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              "canBeUsedToMatch": true
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              "display": true,
              "required": false,
              "displayName": "Java Projects",
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              "displayName": "React Projects",
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              "canBeUsedToMatch": true
            }
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      ],
      "webhookId": "40bb1048-877d-4221-91ff-3cb7923dbdd8",
      "parameters": {
        "text": "=🚨 *New Job Application Received!*\n\n📨 *Candidate Name:* {{ $json.contact_info.full_name }}\n📧 *Email:* <mailto:{{ $json.contact_info.email }}|{{ $json.contact_info.email }}>\n\n📝 A new application has just been submitted. Check <https://docs.google.com/spreadsheets/d/1DWi8rZy6LPHFe7JDzPXuIh_VO027P20C3Om9Owf--1g/edit?gid=0#gid=0/|here> for full details.",
        "select": "channel",
        "channelId": {
          "__rl": true,
          "mode": "list",
          "value": "C08S3SR2LUW",
          "cachedResultName": "workflow-testing"
        },
        "otherOptions": {
          "mrkdwn": true
        }
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      "credentials": {
        "slackApi": {
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          "name": "Slack account 2"
        }
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    }
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    "29ef7e94-6c03-4e0c-98e6-3720b6e078cb": {
      "main": [
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            "node": "2c851eda-2501-4b8a-a855-9ac5cb750d3c",
            "type": "main",
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          {
            "node": "19528631-4eab-420b-9601-25d96e65b9c8",
            "type": "main",
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        ]
      ]
    },
    "1134c82c-77e6-438d-8fbc-77807837db17": {
      "main": [
        [
          {
            "node": "29ef7e94-6c03-4e0c-98e6-3720b6e078cb",
            "type": "main",
            "index": 0
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        ],
        [
          {
            "node": "09f1229a-4638-44b2-8244-139b9b9022de",
            "type": "main",
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      ]
    },
    "19528631-4eab-420b-9601-25d96e65b9c8": {
      "main": [
        [
          {
            "node": "1b32ce5f-3213-43b0-a604-be204c1ae476",
            "type": "main",
            "index": 0
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        ]
      ]
    },
    "4c4d9503-4b4a-4a95-bf64-67d4e0acc7b2": {
      "main": [
        [
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            "node": "a888c038-d826-4cd0-aefc-f9aca346a7f2",
            "type": "main",
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    },
    "a888c038-d826-4cd0-aefc-f9aca346a7f2": {
      "main": [
        [
          {
            "node": "1134c82c-77e6-438d-8fbc-77807837db17",
            "type": "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 - 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
Catégorie1
Types de nœuds10
Description de la difficulté

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

Auteur
Shahrear

Shahrear

@shahrear

I’m Shahrear, a Software Engineer with over 5 years of experience in full-stack development and workflow automation. I specialize in building intelligent, scalable automations using n8n, helping teams streamline operations and boost productivity. I’m also an expert in developing custom n8n nodes, with published work on npm - including the @vlm-run/n8n-nodes-vlmrun package. https://github.com/vlm-run/n8n-nodes-vlmrun

Liens externes
Voir sur n8n.io

Partager ce workflow

Catégories

Catégories: 34