Tri des CV par comparaison

• •Informations d'identification Google Drive API
• •Informations d'identification Google Sheets API
• •Clé API Google Gemini

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  "name": "CV Screaning comparison based",
  "tags": [],
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        "height": 576,
        "content": "UPLOAD THE FILE:\nIncoming attachment (CV) is uploaded to the configured Google Drive folder and named from the sender."
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      "typeVersion": 1
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        "content": "EXTRACT FROM FILE:\nExtract from File converts the CV (PDF) into plain text."
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      "webhookId": "6572f1ae-0e94-44a1-855b-1b1051c04208",
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        "options": {},
        "formTitle": "Senior Software Engineer Application",
        "formFields": {
          "values": [
            {
              "fieldLabel": "Name",
              "requiredField": true
            },
            {
              "fieldLabel": "Email",
              "requiredField": true
            },
            {
              "fieldType": "textarea",
              "fieldLabel": "Skills",
              "requiredField": true
            },
            {
              "fieldType": "textarea",
              "fieldLabel": "Job History",
              "requiredField": true
            },
            {
              "fieldType": "file",
              "fieldLabel": "Upload CV",
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      "name": "Téléverser le CV sur Drive",
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      "parameters": {
        "name": "={{ $json['Upload CV'] }}",
        "driveId": {
          "__rl": true,
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      "name": "Télécharger le CV",
      "type": "n8n-nodes-base.googleDrive",
      "position": [
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      "parameters": {
        "fileId": {
          "__rl": true,
          "mode": "id",
          "value": "={{ $json.id }}"
        },
        "options": {},
        "operation": "download"
      },
      "credentials": {
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      "name": "Extraire le texte du CV",
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      "parameters": {
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      "name": "Comparaison et notation par IA",
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        "text": "=You are an expert HR analyst evaluating a job candidate for a Senior Software Engineer position.\n\n**CANDIDATE INFORMATION:**\nName: {{ $json.candidate_name }}\nEmail: {{ $json.email_address }}\n\n---\n\n**WHAT THE CANDIDATE CLAIMS (Written in Form):**\n\nSkills Claimed:\n{{ $json.skills_claimed }}\n\nJob History Claimed:\n{{ $json.job_history_claimed }}\n\n---\n\n**WHAT THE CV ACTUALLY SAYS:**\n{{ $json.cv_actual_content }}\n\n---\n\n**YOUR EVALUATION TASK:**\n\n1. **COMPARISON ANALYSIS** (Most Important):\n   - Compare what the candidate wrote in the form vs what's in their CV\n   - Check if skills claimed match skills in CV\n   - Check if job history claimed matches experience in CV\n   - Identify any exaggerations, omissions, or inconsistencies\n   - Calculate honesty/consistency score (1-100)\n\n2. **JOB FIT ANALYSIS**:\n   - Evaluate against these requirements:\n     * 3+ years professional development experience\n     * Bachelor's in CS/Engineering/IT\n     * Strong proficiency in Next.js and Supabase\n     * SaaS application development experience\n     * SQL and database design skills\n     * Uses AI tools in development\n   - Calculate job fit score (1-100)\n\n3. **FINAL SCORE CALCULATION**:\n   - Final Score = (Consistency Score × 0.40) + (Job Fit Score × 0.60)\n   - Score range: 1-100\n\n**OUTPUT FORMAT (STRICT JSON ONLY):**\n```json\n{\n  \"consistency_score\": 85,\n  \"job_fit_score\": 70,\n  \"final_score\": 76,\n  \"educational_qualification\": \"Brief summary from CV\",\n  \"job_history_summary\": \"Brief summary from CV\",\n  \"skill_set_summary\": \"Brief summary from CV\",\n  \"consistency_analysis\": \"Are form answers consistent with CV? List any discrepancies.\",\n  \"justification\": \"Why this final score? Focus on comparison results and job fit.\"\n}\n```",
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            {
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              "removed": false,
              "required": false,
              "displayName": "email_address",
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              "displayName": "educational_qualification",
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              "display": true,
              "removed": false,
              "required": false,
              "displayName": "Job_History",
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              "canBeUsedToMatch": true
            },
            {
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              "displayName": "skill_set",
              "defaultMatch": false,
              "canBeUsedToMatch": true
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              "removed": false,
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              "displayName": "justification",
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              "canBeUsedToMatch": true
            },
            {
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              "display": true,
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              "displayName": "consistency_check",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
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    },
    {
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      ],
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    },
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        "options": {}
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      "credentials": {
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          "name": "My Account"
        }
      },
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    },
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      "name": "Récupération du score",
      "type": "n8n-nodes-base.code",
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      "parameters": {
        "jsCode": "// Get parsed AI results\nconst item = $input.item.json;\n\n// Convert to desired table-like format\nreturn [\n  {\n    json: {\n      Candidate: item.candidate_name || \"Unknown\",\n      \"Answer Quality\": item.consistency_score || 0,\n      \"CV Match\": item.job_fit_score || 0,\n      \"Fit Summary\": item.final_score || 0,\n      \"Final Score\": item.final_score || 0,\n    },\n  },\n];\n"
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      "parameters": {
        "jsCode": "// Combine form data with CV text for comparison\nconst items = $input.all();\n\nlet formData = {};\nlet cvText = \"\";\n\nfor (const item of items) {\n  const data = item.json;\n  \n  if (data.Name || data.Email) {\n    formData = data;\n  }\n  \n  if (data.text && typeof data.text === 'string' && data.text.length > 50) {\n    cvText = data.text;\n  }\n}\n\nreturn {\n  json: {\n    candidate_name: formData.Name || \"\",\n    email_address: formData.Email || \"\",\n    skills_claimed: formData.Skills || \"\",\n    job_history_claimed: formData['Job History'] || \"\",\n    cv_actual_content: cvText || \"[ERROR: No CV text found]\",\n    timestamp: new Date().toISOString()\n  }\n};"
      },
      "typeVersion": 2
    },
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      "name": "Enregistrer dans Sheets",
      "type": "n8n-nodes-base.googleSheets",
      "position": [
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        -1488
      ],
      "parameters": {
        "columns": {
          "value": {
            "CV match": "={{ $json['CV Match'] }}",
            "Final Score": "={{ $json['Final Score'] }}",
            "Fit Summary": "={{ $json['Fit Summary'] }}",
            "email_address": "={{ $('Comparison Data').item.json.email_address }}",
            "candidate_name": "={{ $('Comparison Data').item.json.candidate_name }}",
            "Answers Quality": "={{ $json['Answer Quality'] }}"
          },
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              "display": true,
              "required": false,
              "displayName": "candidate_name",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
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              "id": "email_address",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "email_address",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Answers Quality",
              "type": "string",
              "display": true,
              "removed": false,
              "required": false,
              "displayName": "Answers Quality",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "CV match",
              "type": "string",
              "display": true,
              "removed": false,
              "required": false,
              "displayName": "CV match",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Fit Summary",
              "type": "string",
              "display": true,
              "removed": false,
              "required": false,
              "displayName": "Fit Summary",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Final Score",
              "type": "string",
              "display": true,
              "removed": false,
              "required": false,
              "displayName": "Final Score",
              "defaultMatch": false,
              "canBeUsedToMatch": true
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        }
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      "position": [
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      ],
      "parameters": {
        "color": 5,
        "width": 166,
        "height": 576,
        "content": "Merge node to combine the CV data and Answers of Question"
      },
      "typeVersion": 1
    },
    {
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      "name": "Note adhésive1",
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      "position": [
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      ],
      "parameters": {
        "color": 3,
        "width": 166,
        "height": 576,
        "content": "compare the incoming data \"Answers of Question and the CV data\""
      },
      "typeVersion": 1
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      "position": [
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      ],
      "parameters": {
        "color": 2,
        "width": 288,
        "height": 576,
        "content": "AI Agent node : \nWrite the summary on the bases of compare data"
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      "typeVersion": 1
    },
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      "position": [
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      "parameters": {
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        "width": 336,
        "height": 576,
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