人材部門向けの AI オートメーション流程
上級
これはHR, AI分野の自動化ワークフローで、18個のノードを含みます。主にSet, Merge, FormTrigger, GoogleDrive, GoogleSheetsなどのノードを使用、AI技術を活用したスマート自動化を実現。 リジューム分析と候補者評価
前提条件
- •Google Drive API認証情報
- •Google Sheets API認証情報
- •OpenAI API Key
使用ノード (18)
ワークフロープレビュー
ノード接続関係を可視化、ズームとパンをサポート
ワークフローをエクスポート
以下のJSON設定をn8nにインポートして、このワークフローを使用できます
{
"id": "t1P14FvfibKYCh3E",
"meta": {
"instanceId": "a4bfc93e975ca233ac45ed7c9227d84cf5a2329310525917adaf3312e10d5462",
"templateCredsSetupCompleted": true
},
"name": "HR-focused automation pipeline with AI",
"tags": [],
"nodes": [
{
"id": "b1092f93-502c-4af0-962e-2b69311b92a3",
"name": "フォーム送信時",
"type": "n8n-nodes-base.formTrigger",
"position": [
-520,
-200
],
"webhookId": "2a87705d-8ba1-41f1-80ef-85f364ce253e",
"parameters": {
"options": {},
"formTitle": "Send CV",
"formFields": {
"values": [
{
"fieldLabel": "Name",
"placeholder": "Name",
"requiredField": true
},
{
"fieldType": "email",
"fieldLabel": "Email",
"placeholder": "Email",
"requiredField": true
},
{
"fieldType": "file",
"fieldLabel": "CV",
"requiredField": true,
"acceptFileTypes": ".pdf"
}
]
}
},
"typeVersion": 2.2
},
{
"id": "77edfe2a-4c6a-48c8-8dc9-b275491be090",
"name": "ファイルから抽出",
"type": "n8n-nodes-base.extractFromFile",
"position": [
-160,
-200
],
"parameters": {
"options": {},
"operation": "pdf",
"binaryPropertyName": "CV"
},
"typeVersion": 1
},
{
"id": "ebf2e194-3515-4c0a-8745-790b63bf336f",
"name": "資格",
"type": "@n8n/n8n-nodes-langchain.informationExtractor",
"position": [
160,
-100
],
"parameters": {
"text": "={{ $json.text }}",
"options": {
"systemPromptTemplate": "You are an expert extraction algorithm.\nOnly extract relevant information from the text.\nIf you do not know the value of an attribute asked to extract, you may omit the attribute's value."
},
"attributes": {
"attributes": [
{
"name": "Educational qualification",
"required": true,
"description": "Summary of your academic career. Focus on your high school and university studies. Summarize in 100 words maximum and also include your grade if applicable."
},
{
"name": "Job History",
"required": true,
"description": "Work history summary. Focus on your most recent work experiences. Summarize in 100 words maximum"
},
{
"name": "Skills",
"required": true,
"description": "Extract the candidate’s technical skills. What software and frameworks they are proficient in. Make a bulleted list."
}
]
}
},
"typeVersion": 1
},
{
"id": "4f40404c-1d47-4bde-9b4b-16367cf11e4f",
"name": "要約チェーン",
"type": "@n8n/n8n-nodes-langchain.chainSummarization",
"position": [
900,
-220
],
"parameters": {
"options": {
"summarizationMethodAndPrompts": {
"values": {
"prompt": "=Write a concise summary of the following:\n\nCity: {{ $json.output.city }}\nBirthdate: {{ $json.output.birthdate }}\nEducational qualification: {{ $json.output[\"Educational qualification\"] }}\nJob History: {{ $json.output[\"Job History\"] }}\nSkills: {{ $json.output.Skills }}\n\nUse 100 words or less. Be concise and conversational.",
"combineMapPrompt": "=Write a concise summary of the following:\n\nCity: {{ $json.output.city }}\nBirthdate: {{ $json.output.birthdate }}\nEducational qualification: {{ $json.output[\"Educational qualification\"] }}\nJob History: {{ $json.output[\"Job History\"] }}\nSkills: {{ $json.output.Skills }}\n\nUse 100 words or less. Be concise and conversational."
}
}
}
},
"typeVersion": 2
},
{
"id": "9f9c5f16-1dc2-4928-aef8-284daeb6be51",
"name": "統合",
"type": "n8n-nodes-base.merge",
"position": [
660,
-220
],
"parameters": {
"mode": "combine",
"options": {},
"combineBy": "combineAll"
},
"typeVersion": 3
},
{
"id": "51bd14cc-2c54-4f72-b162-255f7e277aff",
"name": "希望プロフィール",
"type": "n8n-nodes-base.set",
"position": [
1300,
-220
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "a3d049b0-5a70-4e7b-a6f2-81447da5282a",
"name": "profile_wanted",
"type": "string",
"value": "We are a web agency and we are looking for a full-stack web developer who knows how to use PHP, Python and Javascript. He has experience in the sector and lives in Northern Italy."
}
]
}
},
"typeVersion": 3.4
},
{
"id": "4a120e5d-b849-4a29-b7f3-12c653552367",
"name": "Google Sheets",
"type": "n8n-nodes-base.googleSheets",
"position": [
1960,
-220
],
"parameters": {
"columns": {
"value": {
"CITY": "={{ $('Merge').item.json.output.city }}",
"DATA": "={{ $now.format('dd/LL/yyyy') }}",
"NAME": "={{ $('On form submission').item.json.Nome }}",
"VOTE": "={{ $json.output.vote }}",
"EMAIL": "={{ $('On form submission').item.json.Email }}",
"SKILLS": "={{ $('Merge').item.json.output.Skills }}",
"TELEFONO": "={{ $('Merge').item.json.output.telephone }}",
"SUMMARIZE": "={{ $('Summarization Chain').item.json.response.text }}",
"EDUCATIONAL": "={{ $('Merge').item.json.output[\"Educational qualification\"] }}",
"JOB HISTORY": "={{ $('Merge').item.json.output[\"Job History\"] }}",
"DATA NASCITA": "={{ $('Merge').item.json.output.birthdate }}",
"CONSIDERATION": "={{ $json.output.consideration }}"
},
"schema": [
{
"id": "DATA",
"type": "string",
"display": true,
"required": false,
"displayName": "DATA",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "NAME",
"type": "string",
"display": true,
"required": false,
"displayName": "NAME",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "PHONE",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "PHONE",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "CITY",
"type": "string",
"display": true,
"required": false,
"displayName": "CITY",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "EMAIL",
"type": "string",
"display": true,
"required": false,
"displayName": "EMAIL",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "DATA NASCITA",
"type": "string",
"display": true,
"required": false,
"displayName": "DATA NASCITA",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "EDUCATIONAL",
"type": "string",
"display": true,
"required": false,
"displayName": "EDUCATIONAL",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "JOB HISTORY",
"type": "string",
"display": true,
"required": false,
"displayName": "JOB HISTORY",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "SKILLS",
"type": "string",
"display": true,
"required": false,
"displayName": "SKILLS",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "SUMMARIZE",
"type": "string",
"display": true,
"required": false,
"displayName": "SUMMARIZE",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "VOTE",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "VOTE",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "CONSIDERATION",
"type": "string",
"display": true,
"required": false,
"displayName": "CONSIDERATION",
"defaultMatch": false,
"canBeUsedToMatch": true
}
],
"mappingMode": "defineBelow",
"matchingColumns": [],
"attemptToConvertTypes": false,
"convertFieldsToString": false
},
"options": {},
"operation": "append",
"sheetName": {
"__rl": true,
"mode": "list",
"value": "gid=0",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/1ssz5RvN1Hr20Q31pnYnbjCLu1MGBvoLttBAjXunMRQE/edit#gid=0",
"cachedResultName": "Foglio1"
},
"documentId": {
"__rl": true,
"mode": "list",
"value": "1ssz5RvN1Hr20Q31pnYnbjCLu1MGBvoLttBAjXunMRQE",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/1ssz5RvN1Hr20Q31pnYnbjCLu1MGBvoLttBAjXunMRQE/edit?usp=drivesdk",
"cachedResultName": "Ricerca WebDev"
}
},
"credentials": {
"googleSheetsOAuth2Api": {
"id": "JYR6a64Qecd6t8Hb",
"name": "Google Sheets account"
}
},
"typeVersion": 4.5
},
{
"id": "a154d8a5-9f85-45bb-b082-f702c13c3507",
"name": "構造化出力パーサー",
"type": "@n8n/n8n-nodes-langchain.outputParserStructured",
"position": [
1720,
-20
],
"parameters": {
"schemaType": "manual",
"inputSchema": "{\n\t\"type\": \"object\",\n\t\"properties\": {\n\t\t\"vote\": {\n\t\t\t\"type\": \"string\"\n\t\t},\n\t\t\"consideration\": {\n\t\t\t\"type\": \"string\"\n\t\t}\n\t}\n}"
},
"typeVersion": 1.2
},
{
"id": "037ac851-7885-4b78-ac75-dfa0ebb6003d",
"name": "人事エキスパート",
"type": "@n8n/n8n-nodes-langchain.chainLlm",
"position": [
1560,
-220
],
"parameters": {
"text": "=Profilo ricercato:\n{{ $json.profile_wanted }}\n\nCandidato:\n{{ $('Summarization Chain').item.json.response.text }}",
"messages": {
"messageValues": [
{
"message": "Sei un esperto HR e devi capire se il candidato è in linea con il profilo ricercato dall'azienda.\n\nDevi dare un voto da 1 a 10 dove 1 significa che il candidato non è in linea con quanto richiesto mentre 10 significa che è il candidato ideale perchè rispecchia in toto il profilo cercato.\n\nInoltre nel campo \"consideration\" motiva il perchè hai dato quel voto. "
}
]
},
"promptType": "define",
"hasOutputParser": true
},
"typeVersion": 1.5
},
{
"id": "ed5744c4-df06-4a01-a103-af4dd470d482",
"name": "個人データ",
"type": "@n8n/n8n-nodes-langchain.informationExtractor",
"position": [
160,
-280
],
"parameters": {
"text": "={{ $json.text }}",
"options": {
"systemPromptTemplate": "You are an expert extraction algorithm.\nOnly extract relevant information from the text.\nIf you do not know the value of an attribute asked to extract, you may omit the attribute's value."
},
"schemaType": "manual",
"inputSchema": "{\n\t\"type\": \"object\",\n\t\"properties\": {\n\t\t\"telephone\": {\n\t\t\t\"type\": \"string\"\n\t\t},\n \"city\": {\n\t\t\t\"type\": \"string\"\n\t\t},\n \"birthdate\": {\n\t\t\t\"type\": \"string\"\n\t\t}\n\t}\n}"
},
"typeVersion": 1
},
{
"id": "181c1249-b05c-4c35-8cac-5f9738cc1fe6",
"name": "CVアップロード",
"type": "n8n-nodes-base.googleDrive",
"position": [
-160,
-380
],
"parameters": {
"name": "=CV-{{ $now.format('yyyyLLdd') }}-{{ $json.CV[0].filename }}",
"driveId": {
"__rl": true,
"mode": "list",
"value": "My Drive"
},
"options": {},
"folderId": {
"__rl": true,
"mode": "list",
"value": "1tzeSpx4D3EAGXa3Wg-gqGbdaUk6LIZTV",
"cachedResultUrl": "https://drive.google.com/drive/folders/1tzeSpx4D3EAGXa3Wg-gqGbdaUk6LIZTV",
"cachedResultName": "CV"
},
"inputDataFieldName": "CV"
},
"credentials": {
"googleDriveOAuth2Api": {
"id": "HEy5EuZkgPZVEa9w",
"name": "Google Drive account"
}
},
"typeVersion": 3
},
{
"id": "d31ee1c4-e4be-41d9-8f36-e6fb797ced8e",
"name": "OpenAI",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
920,
240
],
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "gpt-4o-mini"
},
"options": {}
},
"credentials": {
"openAiApi": {
"id": "CDX6QM4gLYanh0P4",
"name": "OpenAi account"
}
},
"typeVersion": 1.2
},
{
"id": "0290cb72-a581-4aff-8b5d-1aa63e0a630f",
"name": "付箋",
"type": "n8n-nodes-base.stickyNote",
"position": [
-560,
-680
],
"parameters": {
"color": 3,
"width": 540,
"content": "## HR Expert \nThis workflow automates the process of handling job applications by extracting relevant information from submitted CVs, analyzing the candidate's qualifications against a predefined profile, and storing the results in a Google Sheet"
},
"typeVersion": 1
},
{
"id": "361084ff-9735-4a56-8988-be573391838b",
"name": "付箋1",
"type": "n8n-nodes-base.stickyNote",
"position": [
-240,
-460
],
"parameters": {
"width": 300,
"height": 420,
"content": "The CV is uploaded to Google Drive and converted so that it can be processed\n"
},
"typeVersion": 1
},
{
"id": "4b6f004f-c77b-4522-99d4-737a68f6cfac",
"name": "付箋2",
"type": "n8n-nodes-base.stickyNote",
"position": [
120,
-380
],
"parameters": {
"width": 360,
"height": 440,
"content": "The essential information for evaluating the candidate is collected in two different chains"
},
"typeVersion": 1
},
{
"id": "73e11af9-65e3-4fcd-bb99-8a3f212ce9fb",
"name": "付箋3",
"type": "n8n-nodes-base.stickyNote",
"position": [
860,
-300
],
"parameters": {
"width": 320,
"height": 240,
"content": "Summary of relevant information useful for classifying the candidate"
},
"typeVersion": 1
},
{
"id": "606711d1-8e6d-44b3-91ac-c047d8a4054f",
"name": "付箋4",
"type": "n8n-nodes-base.stickyNote",
"position": [
1240,
-300
],
"parameters": {
"width": 220,
"height": 240,
"content": "Characteristics of the profile sought by the company that intends to hire the candidate"
},
"typeVersion": 1
},
{
"id": "89c3210c-c599-41dc-97a3-bf8df2beb751",
"name": "付箋5",
"type": "n8n-nodes-base.stickyNote",
"position": [
1500,
-300
],
"parameters": {
"width": 360,
"height": 240,
"content": "Candidate evaluation with vote and considerations of the HR agent relating the profile sought with the candidate's skills"
},
"typeVersion": 1
}
],
"active": false,
"pinData": {},
"settings": {
"executionOrder": "v1"
},
"versionId": "594728c0-b842-404d-8810-c6f7f3f4631d",
"connections": {
"9f9c5f16-1dc2-4928-aef8-284daeb6be51": {
"main": [
[
{
"node": "4f40404c-1d47-4bde-9b4b-16367cf11e4f",
"type": "main",
"index": 0
}
]
]
},
"d31ee1c4-e4be-41d9-8f36-e6fb797ced8e": {
"ai_languageModel": [
[
{
"node": "ebf2e194-3515-4c0a-8745-790b63bf336f",
"type": "ai_languageModel",
"index": 0
},
{
"node": "4f40404c-1d47-4bde-9b4b-16367cf11e4f",
"type": "ai_languageModel",
"index": 0
},
{
"node": "037ac851-7885-4b78-ac75-dfa0ebb6003d",
"type": "ai_languageModel",
"index": 0
},
{
"node": "ed5744c4-df06-4a01-a103-af4dd470d482",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"037ac851-7885-4b78-ac75-dfa0ebb6003d": {
"main": [
[
{
"node": "4a120e5d-b849-4a29-b7f3-12c653552367",
"type": "main",
"index": 0
}
]
]
},
"181c1249-b05c-4c35-8cac-5f9738cc1fe6": {
"main": [
[]
]
},
"ed5744c4-df06-4a01-a103-af4dd470d482": {
"main": [
[
{
"node": "9f9c5f16-1dc2-4928-aef8-284daeb6be51",
"type": "main",
"index": 0
}
]
]
},
"51bd14cc-2c54-4f72-b162-255f7e277aff": {
"main": [
[
{
"node": "037ac851-7885-4b78-ac75-dfa0ebb6003d",
"type": "main",
"index": 0
}
]
]
},
"ebf2e194-3515-4c0a-8745-790b63bf336f": {
"main": [
[
{
"node": "9f9c5f16-1dc2-4928-aef8-284daeb6be51",
"type": "main",
"index": 1
}
]
]
},
"77edfe2a-4c6a-48c8-8dc9-b275491be090": {
"main": [
[
{
"node": "ebf2e194-3515-4c0a-8745-790b63bf336f",
"type": "main",
"index": 0
},
{
"node": "ed5744c4-df06-4a01-a103-af4dd470d482",
"type": "main",
"index": 0
}
]
]
},
"b1092f93-502c-4af0-962e-2b69311b92a3": {
"main": [
[
{
"node": "77edfe2a-4c6a-48c8-8dc9-b275491be090",
"type": "main",
"index": 0
},
{
"node": "181c1249-b05c-4c35-8cac-5f9738cc1fe6",
"type": "main",
"index": 0
}
]
]
},
"4f40404c-1d47-4bde-9b4b-16367cf11e4f": {
"main": [
[
{
"node": "51bd14cc-2c54-4f72-b162-255f7e277aff",
"type": "main",
"index": 0
}
]
]
},
"a154d8a5-9f85-45bb-b082-f702c13c3507": {
"ai_outputParser": [
[
{
"node": "037ac851-7885-4b78-ac75-dfa0ebb6003d",
"type": "ai_outputParser",
"index": 0
}
]
]
}
}
}よくある質問
このワークフローの使い方は？
上記のJSON設定コードをコピーし、n8nインスタンスで新しいワークフローを作成して「JSONからインポート」を選択、設定を貼り付けて認証情報を必要に応じて変更してください。
このワークフローはどんな場面に適していますか？
上級 - 人事, 人工知能
有料ですか？
このワークフローは完全無料です。ただし、ワークフローで使用するサードパーティサービス（OpenAI APIなど）は別途料金が発生する場合があります。
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ワークフロー情報
難易度
上級
ノード数18
カテゴリー2
ノードタイプ12
作成者
Davide
@n3witaliaFull-stack Web Developer based in Italy specialising in Marketing & AI-powered automations. For business enquiries, send me an email at info@n3w.it or add me on Linkedin.com/in/davideboizza
外部リンク
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