LinkedIn人才管道：AI驱动的候选人搜索与排名（GPT-4o）
高级
这是一个HR、AI领域的自动化工作流，包含 24 个节点。主要使用 If、Set、Code、Wait、Limit 等节点，结合人工智能技术实现智能自动化。 LinkedIn人才管道：AI驱动的候选人搜索与排名（GPT-4o）
前置要求
- •可能需要目标 API 的认证凭证
- •Google Sheets API 凭证
- •OpenAI API Key
使用的节点 (24 个)
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
{
"meta": {
"instanceId": "4786bf0f18c0e8e92c361de5a158cabf4eb0bb3b9c113091b054ff26e359a029"
},
"nodes": [
{
"id": "22e89311-cf71-4ac2-9863-86d5ecea8e27",
"name": "职位描述输入",
"type": "@n8n/n8n-nodes-langchain.chatTrigger",
"position": [
880,
320
],
"webhookId": "job-desc-webhook",
"parameters": {},
"typeVersion": 1.1
},
{
"id": "faf1b39a-2d82-443b-a635-e713a2785a80",
"name": "提取职位详情",
"type": "@n8n/n8n-nodes-langchain.agent",
"position": [
1140,
320
],
"parameters": {},
"typeVersion": 1.7
},
{
"id": "e09c41f5-5e4e-47a3-8e2e-2e24ec74403a",
"name": "OpenAI 聊天模型",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
1100,
540
],
"parameters": {},
"typeVersion": 1
},
{
"id": "358e5c6d-a2fd-46f2-9f7a-c489d97f4733",
"name": "窗口缓冲内存",
"type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
"position": [
1220,
540
],
"parameters": {},
"typeVersion": 1.3
},
{
"id": "5434c8a3-960e-45fa-a35b-d64d74f666b2",
"name": "设置搜索页码",
"type": "n8n-nodes-base.set",
"position": [
1540,
320
],
"parameters": {},
"typeVersion": 3.4
},
{
"id": "be49661f-2eed-40b8-b443-0b556fab29ad",
"name": "分割搜索页面",
"type": "n8n-nodes-base.splitOut",
"position": [
1760,
320
],
"parameters": {},
"typeVersion": 1
},
{
"id": "9e062b99-8ba1-4bf1-9897-75389bd21119",
"name": "Google 自定义搜索 API 请求",
"type": "n8n-nodes-base.httpRequest",
"position": [
1980,
320
],
"parameters": {},
"typeVersion": 4.2
},
{
"id": "3baccbf7-f435-47b5-b43e-1d505d01cf31",
"name": "筛选 LinkedIn 个人资料",
"type": "n8n-nodes-base.function",
"position": [
2200,
320
],
"parameters": {},
"typeVersion": 1
},
{
"id": "83f477e8-33f2-48a9-a0fa-d5933eb5291b",
"name": "准备 Apify 输入",
"type": "n8n-nodes-base.function",
"position": [
2420,
320
],
"parameters": {},
"typeVersion": 1
},
{
"id": "7f0c20da-d3a7-4715-a6ee-8fcaca274bc0",
"name": "LLM 评分",
"type": "@n8n/n8n-nodes-langchain.openAi",
"position": [
2960,
960
],
"parameters": {},
"typeVersion": 1.7
},
{
"id": "6234ddcf-3e0b-40e2-b5a0-3a7056aa9bbd",
"name": "解析 LLM 结果",
"type": "n8n-nodes-base.code",
"position": [
3340,
960
],
"parameters": {},
"typeVersion": 2
},
{
"id": "0b3863b1-e360-4e9f-a230-66978a42de73",
"name": "保存到 Google Sheets",
"type": "n8n-nodes-base.googleSheets",
"position": [
3560,
1040
],
"parameters": {},
"typeVersion": 4.5
},
{
"id": "ecb23196-a5f5-4f58-8c40-e9c6660bc8b5",
"name": "工作流文档",
"type": "n8n-nodes-base.stickyNote",
"position": [
0,
0
],
"parameters": {
"content": ""
},
"typeVersion": 1
},
{
"id": "a0a65e86-7ab2-455d-b3f0-5db24603b2b1",
"name": "结构化输出解析器",
"type": "@n8n/n8n-nodes-langchain.outputParserStructured",
"position": [
1340,
540
],
"parameters": {},
"typeVersion": 1.2
},
{
"id": "144e0ddf-0d8d-4df4-ae79-0cf71b4be99b",
"name": "运行 Apify 爬虫",
"type": "n8n-nodes-base.httpRequest",
"position": [
1880,
960
],
"parameters": {},
"typeVersion": 4.2
},
{
"id": "506fc90f-776d-4d71-8978-e9e8ae44c57e",
"name": "提取个人资料 URL",
"type": "n8n-nodes-base.code",
"position": [
2640,
320
],
"parameters": {},
"typeVersion": 2
},
{
"id": "cd875e17-6fce-43c1-851b-97134069fb7f",
"name": "限制",
"type": "n8n-nodes-base.limit",
"position": [
2900,
320
],
"parameters": {},
"typeVersion": 1
},
{
"id": "1b1bb113-effa-4414-9a78-837f93ee54a0",
"name": "遍历项目",
"type": "n8n-nodes-base.splitInBatches",
"position": [
1500,
940
],
"parameters": {},
"typeVersion": 3
},
{
"id": "6ab01d47-532f-49a8-8938-c4d5c5d3f52f",
"name": "等待爬取完成",
"type": "n8n-nodes-base.wait",
"position": [
2080,
960
],
"webhookId": "e238029e-e85d-46a0-8c30-aef3ddeeef77",
"parameters": {},
"typeVersion": 1.1
},
{
"id": "5e6356b4-590d-445e-a07a-d7e2bfc066fe",
"name": "检查爬取状态",
"type": "n8n-nodes-base.httpRequest",
"position": [
2300,
880
],
"parameters": {},
"typeVersion": 4.2
},
{
"id": "c506cd9e-aae1-4481-ac83-fc9e047ebdfd",
"name": "验证完成状态",
"type": "n8n-nodes-base.if",
"position": [
2520,
960
],
"parameters": {},
"typeVersion": 2.2
},
{
"id": "49fb6044-4ba0-4fe3-afdf-0417b26fda5b",
"name": "获取 LinkedIn 数据",
"type": "n8n-nodes-base.httpRequest",
"position": [
2740,
960
],
"parameters": {},
"typeVersion": 4.2
},
{
"id": "564192fc-3f7a-4837-b1c1-d60b2183c174",
"name": "便签",
"type": "n8n-nodes-base.stickyNote",
"position": [
1460,
720
],
"parameters": {
"content": ""
},
"typeVersion": 1
},
{
"id": "a5526f40-c47c-490f-aedf-46fc334d22a5",
"name": "便签1",
"type": "n8n-nodes-base.stickyNote",
"position": [
800,
180
],
"parameters": {
"content": ""
},
"typeVersion": 1
}
],
"pinData": {},
"connections": {
"Limit": {
"main": [
[
{
"node": "Loop Over Items",
"type": "main",
"index": 0
}
]
]
},
"LLM Scoring": {
"main": [
[
{
"node": "Parse LLM Result",
"type": "main",
"index": 0
}
]
]
},
"Loop Over Items": {
"main": [
[],
[
{
"node": "Run Apify Scraper",
"type": "main",
"index": 0
}
]
]
},
"Parse LLM Result": {
"main": [
[
{
"node": "Save to Google Sheets",
"type": "main",
"index": 0
}
]
]
},
"Get LinkedIn Data": {
"main": [
[
{
"node": "LLM Scoring",
"type": "main",
"index": 0
}
]
]
},
"OpenAI Chat Model": {
"ai_languageModel": [
[
{
"node": "Extract Job Details",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Run Apify Scraper": {
"main": [
[
{
"node": "Wait for Scraping",
"type": "main",
"index": 0
}
]
]
},
"Verify Completion": {
"main": [
[
{
"node": "Get LinkedIn Data",
"type": "main",
"index": 0
}
],
[
{
"node": "Wait for Scraping",
"type": "main",
"index": 0
}
]
]
},
"Wait for Scraping": {
"main": [
[
{
"node": "Check Scraping Status",
"type": "main",
"index": 0
}
]
]
},
"Split Search Pages": {
"main": [
[
{
"node": "Google Custom Search API Request",
"type": "main",
"index": 0
}
]
]
},
"Extract Job Details": {
"main": [
[
{
"node": "Set Search Page Numbers",
"type": "main",
"index": 0
}
]
]
},
"Prepare Apify Input": {
"main": [
[
{
"node": "Extract Profile URLs",
"type": "main",
"index": 0
}
]
]
},
"Extract Profile URLs": {
"main": [
[
{
"node": "Limit",
"type": "main",
"index": 0
}
]
]
},
"Window Buffer Memory": {
"ai_memory": [
[
{
"node": "Extract Job Details",
"type": "ai_memory",
"index": 0
}
]
]
},
"Check Scraping Status": {
"main": [
[
{
"node": "Verify Completion",
"type": "main",
"index": 0
}
]
]
},
"Job Description Input": {
"main": [
[
{
"node": "Extract Job Details",
"type": "main",
"index": 0
}
]
]
},
"Save to Google Sheets": {
"main": [
[
{
"node": "Loop Over Items",
"type": "main",
"index": 0
}
]
]
},
"Set Search Page Numbers": {
"main": [
[
{
"node": "Split Search Pages",
"type": "main",
"index": 0
}
]
]
},
"Filter LinkedIn Profiles": {
"main": [
[
{
"node": "Prepare Apify Input",
"type": "main",
"index": 0
}
]
]
},
"Structured Output Parser": {
"ai_outputParser": [
[
{
"node": "Extract Job Details",
"type": "ai_outputParser",
"index": 0
}
]
]
},
"Google Custom Search API Request": {
"main": [
[
{
"node": "Filter LinkedIn Profiles",
"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？
这是一个高级难度的工作流，适用于HR、AI等场景。适合高级用户，包含 16+ 个节点的复杂工作流
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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