CDO 代理与数据分析团队
高级
这是一个Engineering、AI Chatbot领域的自动化工作流，包含 18 个节点。主要使用 Agent、AgentTool、ToolThink、ChatTrigger、LmChatOpenAi 等节点。 数据分析部门与 AI 团队：CDO 和专家使用 OpenAI O3
前置要求
- •OpenAI 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
{
"meta": {
"instanceId": "12e6f290a974a1eee154f8d915aade185e90e826260e6aeab8a087ba7386a1bc",
"templateCredsSetupCompleted": true
},
"name": "CDO Agent 与数据分析团队",
"nodes": [
{
"id": "analytics-chat-trigger",
"name": "当收到聊天消息时",
"type": "@n8n/n8n-nodes-langchain.chatTrigger",
"position": [
-2864,
-576
],
"webhookId": "analytics-webhook-id",
"parameters": {
"options": {}
},
"typeVersion": 1.1
},
{
"id": "cdo-agent",
"name": "CDO Agent",
"type": "@n8n/n8n-nodes-langchain.agent",
"position": [
-2640,
-816
],
"parameters": {
"options": {}
},
"typeVersion": 2.1
},
{
"id": "analytics-think",
"name": "思考",
"type": "@n8n/n8n-nodes-langchain.toolThink",
"position": [
-2512,
-496
],
"parameters": {},
"typeVersion": 1.1
},
{
"id": "data-scientist-agent",
"name": "数据科学家 Agent",
"type": "@n8n/n8n-nodes-langchain.agentTool",
"position": [
-2240,
-96
],
"parameters": {
"text": "={{ $fromAI('Prompt__User_Message_', ``, 'string') }}",
"options": {},
"toolDescription": "call this AI Agent that specializes in statistical analysis, predictive modeling, machine learning algorithms, and data insights extraction"
},
"typeVersion": 2.2
},
{
"id": "bi-analyst-agent",
"name": "商业智能分析师 Agent",
"type": "@n8n/n8n-nodes-langchain.agentTool",
"position": [
-1280,
-704
],
"parameters": {
"text": "={{ $fromAI('Prompt__User_Message_', ``, 'string') }}",
"options": {},
"toolDescription": "call this AI Agent that specializes in business metrics analysis, KPI tracking, performance dashboards, and strategic insights"
},
"typeVersion": 2.2
},
{
"id": "data-engineer-agent",
"name": "数据工程师 Agent",
"type": "@n8n/n8n-nodes-langchain.agentTool",
"position": [
-1840,
-304
],
"parameters": {
"text": "={{ $fromAI('Prompt__User_Message_', ``, 'string') }}",
"options": {},
"toolDescription": "call this AI Agent that specializes in data pipelines, ETL processes, data warehousing, and data infrastructure management"
},
"typeVersion": 2.2
},
{
"id": "ml-engineer-agent",
"name": "机器学习工程师 Agent",
"type": "@n8n/n8n-nodes-langchain.agentTool",
"position": [
-1328,
-80
],
"parameters": {
"text": "={{ $fromAI('Prompt__User_Message_', ``, 'string') }}",
"options": {},
"toolDescription": "call this AI Agent that specializes in ML model deployment, MLOps, model monitoring, and production machine learning systems"
},
"typeVersion": 2.2
},
{
"id": "data-viz-agent",
"name": "数据可视化专家 Agent",
"type": "@n8n/n8n-nodes-langchain.agentTool",
"position": [
-1744,
-1024
],
"parameters": {
"text": "={{ $fromAI('Prompt__User_Message_', ``, 'string') }}",
"options": {},
"toolDescription": "call this AI Agent that specializes in interactive dashboards, data storytelling, visual analytics, and business intelligence reporting"
},
"typeVersion": 2.2
},
{
"id": "data-governance-agent",
"name": "数据治理专家 Agent",
"type": "@n8n/n8n-nodes-langchain.agentTool",
"position": [
-1344,
-1264
],
"parameters": {
"text": "={{ $fromAI('Prompt__User_Message_', ``, 'string') }}",
"options": {},
"toolDescription": "call this AI Agent that specializes in data quality assurance, compliance frameworks, data privacy, and governance policies"
},
"typeVersion": 2.2
},
{
"id": "cdo-model",
"name": "OpenAI Chat Model CDO",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
-2672,
-496
],
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "o3",
"cachedResultName": "o3"
},
"options": {}
},
"credentials": {
"openAiApi": {
"id": "YOUR_OPENAI_CREDENTIAL_ID",
"name": "OpenAI account"
}
},
"typeVersion": 1.2
},
{
"id": "data-scientist-model",
"name": "OpenAI 聊天模型1",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
-2208,
368
],
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "gpt-4.1-mini"
},
"options": {}
},
"credentials": {
"openAiApi": {
"id": "YOUR_OPENAI_CREDENTIAL_ID",
"name": "OpenAI account"
}
},
"typeVersion": 1.2
},
{
"id": "bi-analyst-model",
"name": "OpenAI 聊天模型2",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
-1312,
-496
],
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "gpt-4.1-mini"
},
"options": {}
},
"credentials": {
"openAiApi": {
"id": "YOUR_OPENAI_CREDENTIAL_ID",
"name": "OpenAI account"
}
},
"typeVersion": 1.2
},
{
"id": "data-engineer-model",
"name": "OpenAI 聊天模型3",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
-1824,
-144
],
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "gpt-4.1-mini"
},
"options": {}
},
"credentials": {
"openAiApi": {
"id": "YOUR_OPENAI_CREDENTIAL_ID",
"name": "OpenAI account"
}
},
"typeVersion": 1.2
},
{
"id": "ml-engineer-model",
"name": "OpenAI 聊天模型4",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
-1328,
96
],
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "gpt-4.1-mini"
},
"options": {}
},
"credentials": {
"openAiApi": {
"id": "YOUR_OPENAI_CREDENTIAL_ID",
"name": "OpenAI account"
}
},
"typeVersion": 1.2
},
{
"id": "data-viz-model",
"name": "OpenAI 聊天模型5",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
-1776,
-768
],
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "gpt-4.1-mini"
},
"options": {}
},
"credentials": {
"openAiApi": {
"id": "YOUR_OPENAI_CREDENTIAL_ID",
"name": "OpenAI account"
}
},
"typeVersion": 1.2
},
{
"id": "data-governance-model",
"name": "OpenAI 聊天模型 6",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
-1312,
-944
],
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "gpt-4.1-mini"
},
"options": {}
},
"credentials": {
"openAiApi": {
"id": "YOUR_OPENAI_CREDENTIAL_ID",
"name": "OpenAI account"
}
},
"typeVersion": 1.2
},
{
"id": "header-sticky",
"name": "便签标题",
"type": "n8n-nodes-base.stickyNote",
"position": [
-3808,
-880
],
"parameters": {
"color": 5,
"width": 580,
"height": 320,
"content": "======================================="
},
"typeVersion": 1
},
{
"id": "main-sticky",
"name": "便签主体",
"type": "n8n-nodes-base.stickyNote",
"position": [
-3808,
-544
],
"parameters": {
"color": 5,
"width": 740,
"height": 2500,
"content": "## 🧠 **CDO AGENT 与数据分析团队 - AI 工作流**"
},
"typeVersion": 1
}
],
"connections": {
"Think": {
"ai_tool": [
[
{
"node": "CDO Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"OpenAI Chat Model1": {
"ai_languageModel": [
[
{
"node": "Data Scientist Agent",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"OpenAI Chat Model2": {
"ai_languageModel": [
[
{
"node": "Business Intelligence Analyst Agent",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"OpenAI Chat Model3": {
"ai_languageModel": [
[
{
"node": "Data Engineer Agent",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"OpenAI Chat Model4": {
"ai_languageModel": [
[
{
"node": "Machine Learning Engineer Agent",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"OpenAI Chat Model5": {
"ai_languageModel": [
[
{
"node": "Data Visualization Specialist Agent",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"OpenAI Chat Model6": {
"ai_languageModel": [
[
{
"node": "Data Governance Specialist Agent",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Data Engineer Agent": {
"ai_tool": [
[
{
"node": "CDO Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Data Scientist Agent": {
"ai_tool": [
[
{
"node": "CDO Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"OpenAI Chat Model CDO": {
"ai_languageModel": [
[
{
"node": "CDO Agent",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"When chat message received": {
"main": [
[
{
"node": "CDO Agent",
"type": "main",
"index": 0
}
]
]
},
"Machine Learning Engineer Agent": {
"ai_tool": [
[
{
"node": "CDO Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Data Governance Specialist Agent": {
"ai_tool": [
[
{
"node": "CDO Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Business Intelligence Analyst Agent": {
"ai_tool": [
[
{
"node": "CDO Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Data Visualization Specialist Agent": {
"ai_tool": [
[
{
"node": "CDO Agent",
"type": "ai_tool",
"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Engineering、AI Chatbot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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工作流信息
难度等级
高级
节点数量18
分类2
节点类型6
作者
Yaron Been
@yaron-nofluffBuilding AI Agents and Automations | Growth Marketer | Entrepreneur | Book Author & Podcast Host If you need any help with Automations, feel free to reach out via linkedin: https://www.linkedin.com/in/yaronbeen/ And check out my Youtube channel: https://www.youtube.com/@YaronBeen/videos
外部链接
在 n8n.io 上查看 →
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