AI简历筛选工作流
中级
这是一个HR, AI领域的自动化工作流,包含 7 个节点。主要使用 Gmail, FormTrigger, GoogleSheets, ExtractFromFile, ChainLlm 等节点,结合人工智能技术实现智能自动化。 使用AI筛选申请人,通知HR并保存到Google Sheets
前置要求
- •Google 账号和 Gmail API 凭证
- •Google Sheets API 凭证
- •Google Gemini API Key
工作流预览
可视化展示节点连接关系,支持缩放和平移
导出工作流
复制以下 JSON 配置到 n8n 导入,即可使用此工作流
{
"id": "ES4TSw9HacxoNhLZ",
"meta": {
"instanceId": "5219bc76ea806909b58e13e2acac1c19192522e70dc3c90467e1800e94864105",
"templateCredsSetupCompleted": true
},
"name": "AI 简历筛选工作流",
"tags": [],
"nodes": [
{
"id": "e77fbc32-5ee9-49b4-93d5-f2ffda134b08",
"name": "Google Gemini 聊天模型",
"type": "@n8n/n8n-nodes-langchain.lmChatGoogleGemini",
"position": [
1230,
530
],
"parameters": {
"options": {}
},
"credentials": {
"googlePalmApi": {
"id": "UcdfdADI6w9nkgg5",
"name": "Google Gemini(PaLM) Api account"
}
},
"typeVersion": 1
},
{
"id": "9e24167f-cac6-4b98-95da-30065510d79a",
"name": "简历提交确认",
"type": "n8n-nodes-base.gmail",
"position": [
1780,
460
],
"webhookId": "954756dc-2946-4b78-b208-06f3df612ab5",
"parameters": {
"sendTo": "={{ $('Application Form').item.json['E-mail'] }}",
"message": "=Dear {{ $('Application Form').item.json['Full Name'] }}, \n\nThank you for submitting your CV. We have received it and will review it shortly. \n\nBest regards,\nMediusware",
"options": {},
"subject": "We Have Received Your CV"
},
"credentials": {
"gmailOAuth2": {
"id": "taFlf0vD5S4QlOKM",
"name": "Gmail account"
}
},
"typeVersion": 2.1
},
{
"id": "ff49d370-b4eb-4426-b396-763455e647e7",
"name": "通知 HR 收到新简历",
"type": "n8n-nodes-base.gmail",
"position": [
1760,
200
],
"webhookId": "e969a9f5-631b-4719-a4f6-87e6063cef6a",
"parameters": {
"sendTo": "sarfaraz@mediusaware.com",
"message": "=Hello HR,\n\nA new CV has been successfully received in our system. Please review the candidate's details at your earliest convenience.\n\nCandidate Name: {{ $('Application Form').item.json['Full Name'] }}\nCandidate E-mail: {{ $('Application Form').item.json['E-mail'] }}\nCandidate Linkedin: {{ $('Application Form').item.json.Linkedin }}\nCandidate Expectation: {{ $('Application Form').item.json.Expectation }}\nCandidate AI Rating: {{ $('Using AI Analysis & Rating').item.json.text }}\n\nThank you for your attention.\n\nBest regards,\nAutomated CV Screening",
"options": {},
"subject": "New Candidate CV Awaiting Review"
},
"credentials": {
"gmailOAuth2": {
"id": "taFlf0vD5S4QlOKM",
"name": "Gmail account"
}
},
"typeVersion": 2.1
},
{
"id": "8479fa4c-10bc-4914-896d-f5b00d063fa8",
"name": "使用 AI 分析与评分",
"type": "@n8n/n8n-nodes-langchain.chainLlm",
"position": [
1320,
240
],
"parameters": {
"text": "={{ $json.text }}",
"messages": {
"messageValues": [
{
"message": "Rule 1 : Do not exceed maximum of 75 words. As an AI with advanced capabilities in talent acquisition and human resources, your task is to conduct a thorough and intricate analysis of a candidate's resume or CV against a specific job description. You will assist hiring professionals in discerning the alignment between the candidate's skills, experience, qualifications, and the requirements of the job. Your expert insights will equip employers with a lucid understanding of the candidate's suitability for the role. Very important for you to write output text in ${output_language} language. It's VERY IMPORTANT for me for text be in ${output_language} or I will be fired. Your analysis should follow this structured format: 1. **Compatibility Rating**: Propose an overall compatibility rating on a scale from 1 (not compatible) to 10 (perfect fit). Support your rating by elucidating the rationale behind it. 2. **Recommendation**: Informed by your analysis and compatibility rating, offer a recommendation on whether the employer should consider this candidate for an interview. Furnish a well-argued explanation for your recommendation. Remember, your analysis should be comprehensive, professional, and actionable. It should equip an employer with a vivid understanding of the candidate's suitability for the role. This isn't merely about ticking off boxes; it's about illustrating a comprehensive picture of how well the candidate might fit into the role and complement the existing team. Here is your task: Analyze the compatibility of the following candidate's resume with the provided job description. Endeavor to apply your deep understanding of talent evaluation to provide the most insightful analysis. Job description: \"Software Engineer\" Resume: ${resume}\nNo Markdown Please, only plain text. Please no double '**'"
}
]
},
"promptType": "define"
},
"typeVersion": 1.5
},
{
"id": "da0fd18b-2420-471e-b930-9aabc45bc2ca",
"name": "二进制转 JSON",
"type": "n8n-nodes-base.extractFromFile",
"position": [
1080,
220
],
"parameters": {
"options": {},
"operation": "pdf",
"binaryPropertyName": "Your_Resume_CV"
},
"retryOnFail": false,
"typeVersion": 1
},
{
"id": "bc5480c1-d9c2-414b-8cd4-0b3e49d4dde9",
"name": "申请表",
"type": "n8n-nodes-base.formTrigger",
"position": [
820,
380
],
"webhookId": "0cd422d3-e69f-4ec0-92ab-05362808c4da",
"parameters": {
"options": {},
"formTitle": "Application for Software Engineer Position",
"formFields": {
"values": [
{
"fieldLabel": "Full Name",
"requiredField": true
},
{
"fieldLabel": "E-mail",
"requiredField": true
},
{
"fieldLabel": "Expectation",
"placeholder": "2000-3000$",
"requiredField": true
},
{
"fieldLabel": "Linkedin",
"requiredField": true
},
{
"fieldType": "file",
"fieldLabel": "Your Resume/CV",
"requiredField": true,
"acceptFileTypes": ".pdf"
}
]
}
},
"typeVersion": 2.2
},
{
"id": "d2dfbf1e-8d88-49e6-940d-e1717de97b30",
"name": "候选人列表",
"type": "n8n-nodes-base.googleSheets",
"position": [
1540,
480
],
"parameters": {
"columns": {
"value": {
"CV": "={{ $('Application Form').item.json['Your Resume/CV'][0].filename }}",
"E-mail": "={{ $('Application Form').item.json['E-mail'] }}",
"Linkedin": "={{ $('Application Form').item.json.Linkedin }}",
"AI Rating": "={{ $json.text }}",
"Full Name": "={{ $('Application Form').item.json['Full Name'] }}",
"Expectation": "={{ $('Application Form').item.json.Expectation }}"
},
"schema": [
{
"id": "CV",
"type": "string",
"display": true,
"required": false,
"displayName": "CV",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Full Name",
"type": "string",
"display": true,
"required": false,
"displayName": "Full Name",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "E-mail",
"type": "string",
"display": true,
"required": false,
"displayName": "E-mail",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Expectation",
"type": "string",
"display": true,
"required": false,
"displayName": "Expectation",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Linkedin",
"type": "string",
"display": true,
"required": false,
"displayName": "Linkedin",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "AI Rating",
"type": "string",
"display": true,
"required": false,
"displayName": "AI Rating",
"defaultMatch": false,
"canBeUsedToMatch": true
}
],
"mappingMode": "defineBelow",
"matchingColumns": []
},
"options": {},
"operation": "append",
"sheetName": {
"__rl": true,
"mode": "list",
"value": "gid=0",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/1y4FFMXTuznSf2wWUraK57eBJnu4MVtgkxrGYRzRMwDQ/edit#gid=0",
"cachedResultName": "পত্রক1"
},
"documentId": {
"__rl": true,
"mode": "list",
"value": "1y4FFMXTuznSf2wWUraK57eBJnu4MVtgkxrGYRzRMwDQ",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/1y4FFMXTuznSf2wWUraK57eBJnu4MVtgkxrGYRzRMwDQ/edit?usp=drivesdk",
"cachedResultName": "CV of Software Engineers"
}
},
"credentials": {
"googleSheetsOAuth2Api": {
"id": "YdlTTXiu8194dEFE",
"name": "Google Sheets account"
}
},
"typeVersion": 4.5
}
],
"active": true,
"pinData": {},
"settings": {
"executionOrder": "v1"
},
"versionId": "2036fff4-ab9c-4981-a8b4-44be4654630d",
"connections": {
"Candidate Lists": {
"main": [
[
{
"node": "Inform HR New CV Received",
"type": "main",
"index": 0
}
]
]
},
"Application Form": {
"main": [
[
{
"node": "Convert Binary to Json",
"type": "main",
"index": 0
}
]
]
},
"Convert Binary to Json": {
"main": [
[
{
"node": "Using AI Analysis & Rating",
"type": "main",
"index": 0
}
]
]
},
"Google Gemini Chat Model": {
"ai_languageModel": [
[
{
"node": "Using AI Analysis & Rating",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Inform HR New CV Received": {
"main": [
[
{
"node": "Confirmation of CV Submission",
"type": "main",
"index": 0
}
]
]
},
"Using AI Analysis & Rating": {
"main": [
[
{
"node": "Candidate Lists",
"type": "main",
"index": 0
}
]
]
}
}
}常见问题
如何使用这个工作流?
复制上方的 JSON 配置代码,在您的 n8n 实例中创建新工作流并选择「从 JSON 导入」,粘贴配置后根据需要修改凭证设置即可。
这个工作流适合什么场景?
中级 - 人力资源, 人工智能
需要付费吗?
本工作流完全免费,您可以直接导入使用。但请注意,工作流中使用的第三方服务(如 OpenAI API)可能需要您自行付费。
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