AI 에이전트 - 이력서 - 자동화 스크리닝, 정렬, 점수 매기기 및 추적 시스템

• •Google 계정 및 Gmail API 인증 정보
• •Google Drive API 인증 정보
• •Google Sheets API 인증 정보

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  "name": "AI Agent - Cv Resume - Automated Screening , Sorting , Rating and Tracker System",
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        "text": "=You are expert backend principal engineer specialize in python. You will compare job description and candidate profile.\n\nThen you will response with decision [REJECTED/KIV/SHORTLISTED].\n, provide a reason and give a score rating\n{ decision, reason , score}\n\nAfter you identify a decision, used the tool in sequence.\n1. Use the relevant tool to move the candidate resume file accordingly to the right folder GoogleDrive:MoveFileToReject or GoogleDrive:MoveFileToShortlisted or GoogleDrive:MoveFileToKIV\n2. Use the Gsheet:UpdateTracker tool to update the tracker status.\n3. Use the Gmail:NotificationTool to infor the candidate name, role, decision and reason\n\n==[JOB-DESC]===\n{{ $json.content }}\n==[/JOB-DESC]===\n\n==[CANDIDATE-DESC]===\n{{ $('Extract from File').item.json.text }}\n \n==[/CANDIDATE-DESC]===\n\n",
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          "systemMessage": "You are expert backend principal engineer specialize in python. You will compare job description and candidate profile.\n\nThen you will response with decision [REJECTED/KIV/SHORTLISTED].\nand provide a reason.\n{ decision, reason}\n\nAfter you identify a decision, used the tool \n1. Use the relevant tool to move the candidate resume file accordingly to the right folder GoogleDrive:MoveFileToReject or GoogleDrive:MoveFileToShortlisted or GoogleDrive:MoveFileToKIV\n2. Use the Gsheet-UpdateTracker tool to update the tracker status.\n"
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        "message": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Message', ``, 'string') }}",
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        "subject": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Subject', ``, 'string') }}",
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        "gmailOAuth2": {
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        "content": "## 1. Move candidate cv to folder\n "
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    {
      "id": "9941231e-7cfb-442e-9593-aed21fe86cf8",
      "name": "메모지1",
      "type": "n8n-nodes-base.stickyNote",
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        "width": 320,
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        "content": "## 2. Update tracker\n "
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        "content": "## 3. Send email notification\n "
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        "content": "## Download and read candidate CV Resume\n "
      },
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        "content": "## Read Job Description\n "
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        "content": "# AI-Agent : Automated CV Resume Screening Evaluate Rating System\n\n## What is this for?\n### Let AI agent intelligently analyze and rate your Candidate's cv resumes based on your job description. This will help ensure a fast and accurate screening process.\n\n### The Screening AI automatically organizes resumes into appropriate folders, updates statuses and scores in your tracking system, and sends timely notifications—saving you valuable time and effort. \n\n\n### Let AI Agent and automation handle the heavy lifting while you focus on making the best hiring decisions!\n\n\n```\n```\n\n## Prerequisite\n\n### Please follow official n8n integration document on how setup your gdrive,gmail,gdoc,gsheet credentials. \n\n \n```\n```\n\n## How it works?\n\n### Each time you place a new pdf resume in the 'Unfiltered' folder , you will automatically get screening results in the tracker for the candidate. \n\nThe AI agent will help notify email and do CV sorting into appropriate folder.\n\n "
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        "content": "## Add candidate CV Resume into folder\n "
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          "name": "Google Drive account"
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          "cachedResultName": "KIV"
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        "descriptionType": "manual",
        "toolDescription": "GoogleDrive:MoveFileToKIV\nUse this tool to move KIV candidate profile to KIV folder"
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      "credentials": {
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          "name": "Google Drive account"
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          "value": "={{ $('Google Drive - Resume CV File Created').item.json.id }}"
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          "cachedResultName": "SHORTLISTED"
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        "operation": "move",
        "descriptionType": "manual",
        "toolDescription": "GoogleDrive:MoveFileToShortlisted\nUse this tool to move  Shortlisted candidate profile to Shortlisted folder"
      },
      "credentials": {
        "googleDriveOAuth2Api": {
          "id": "i0k4QgJ8YgVPNgF7",
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      "name": "Gsheet: 후보자 추적기 업데이트",
      "type": "n8n-nodes-base.googleSheetsTool",
      "position": [
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      "parameters": {
        "columns": {
          "value": {
            "AI Score": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('AI_Score', ``, 'string') }}",
            "AI Reason": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('AI_Reason', ``, 'string') }}",
            "AI Verdict": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('AI_Verdict', ``, 'string') }}",
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              "defaultMatch": false,
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              "removed": true,
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              "displayName": "Human verdict",
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          "cachedResultName": "ResumeScreening- Candidate Tracker"
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      },
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      "parameters": {
        "color": 6,
        "width": 600,
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        "content": "\n## Folder & File Setup\n### 1. Create a google-drive folder like this\n \n[View directory example](https://drive.google.com/drive/folders/1Uh7VdJORE03YBJkCmvr1TXg_esbiNnTV?dmr=1&ec=wgc-drive-hero-goto)\n\n![Directory EXAMPLE](https://github.com/dragonjump/n8n-ai-agent-screening/blob/main/screenshot1.png?raw=true)\n\n### 2. Create a job description like this\n \n[View file example](https://docs.google.com/document/d/12dv1AXaotpJ3ST1nUI-QgCoi5SJjM52zeHmjhwZUtvs/edit?usp=drive_link)\n\n![Directory EXAMPLE](https://github.com/dragonjump/n8n-ai-agent-screening/blob/main/screenshot2.png?raw=true)\n\n\n### 3. Configure a tracker like this\n \n[View file example](https://docs.google.com/spreadsheets/d/1SwnbH_dnqPMho7SqX1LKAjFMc0YvLBGok4I1AdgrJjE/edit?gid=843593464#gid=843593464)\n\n![Directory EXAMPLE](https://github.com/dragonjump/n8n-ai-agent-screening/blob/main/screenshot3.png?raw=true)"
      },
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      "parameters": {
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        "content": "UNFILTERED FOLDER"
      },
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    },
    {
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      ],
      "parameters": {
        "model": "meta-llama/llama-4-maverick-17b-128e-instruct",
        "options": {}
      },
      "credentials": {
        "groqApi": {
          "id": "RBCtAUywXbI6hFmr",
          "name": "Groq account -bbflight"
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