多智能体架构免费入门模板
高级
这是一个Document Extraction, Multimodal AI领域的自动化工作流，包含 24 个节点。主要使用 Set, Slack, GoogleDrive, HttpRequest, ManualTrigger 等节点。 协作销售规划：多智能体AI、Google文档和Slack
前置要求
- •Slack Bot Token 或 Webhook URL
- •Google Drive API 凭证
- •可能需要目标 API 的认证凭证
- •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
{
"id": "SvIdF4LUuyHYM2ii",
"meta": {
"instanceId": "4a2e6764ba7a6bc9890d9225f4b21d570ce88fc9bd57549c89057fcee58fed0f",
"templateCredsSetupCompleted": true
},
"name": "多智能体架构免费入门模板",
"tags": [],
"nodes": [
{
"id": "02b4083a-34a1-4d4f-8f7d-936633d5c3ac",
"name": "点击\"执行工作流\"时",
"type": "n8n-nodes-base.manualTrigger",
"position": [
-416,
-16
],
"parameters": {},
"typeVersion": 1
},
{
"id": "405374aa-0fef-4384-9de8-4f996ad880e9",
"name": "CEO智能体",
"type": "@n8n/n8n-nodes-langchain.agent",
"position": [
320,
-16
],
"parameters": {
"text": "=Company: {{ $json.Company }}\nProducts/Focus: {{ $json.Product }}\nTarget customers: {{ $json.Audience }}\nSale window: {{ $json['Sale window'] }}\nPrimary channels: {{ $json['Primary channels'] }}\nSuccess metrics: {{ $json['Success metrics'] }}\n\nCreate a practical plan for the upcoming sales season. Keep to the structure and JSON schema in the system prompt.",
"options": {
"systemMessage": "You are the CEO orchestrating three tool agents (departments) to produce a concise sales-season plan.\n\nTOOLS AVAILABLE\n1) MarketingDept – campaign ideas, channels, content calendar.\n2) OpsDept – inventory & staffing readiness, fulfillment steps, key risks.\n3) FinanceDept – pricing/discounts, budget split, targets.\n\nWORKFLOW\n- Read the user brief.\n- Call each tool once with only the info they need.\n- Merge their outputs into a single, consistent plan.\n- Resolve conflicts briefly (prefer feasibility over ambition).\n- Keep it action-oriented and short.\n\nFINAL OUTPUT (markdown sections)\n# Summary\n# Timeline (key dates)\n# Marketing Plan (top 3 campaigns, channels)\n# Operations Readiness (inventory, staffing, fulfillment)\n# Pricing & Budget (discounts, budget split, targets)\n# Risks & Mitigations\n# Next 5 Actions"
},
"promptType": "define"
},
"typeVersion": 2.1
},
{
"id": "4d1ed7fa-a106-4a5b-ae0e-67fb8fe99b85",
"name": "OpenAI 聊天模型",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
32,
208
],
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "gpt-4.1-mini"
},
"options": {}
},
"credentials": {
"openAiApi": {
"id": "PPSwAKeLQYgAPobT",
"name": "OpenAi account"
}
},
"typeVersion": 1.2
},
{
"id": "de8475ee-2b6a-43ec-85ce-a620996901b2",
"name": "编辑字段",
"type": "n8n-nodes-base.set",
"position": [
-192,
-16
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "a0237546-a7a6-4f52-b4c9-078f7ef6879f",
"name": "Company",
"type": "string",
"value": "AutomateWithMe"
},
{
"id": "e6fbc3e4-d59e-4ed3-9eac-553d2662bdec",
"name": "Product",
"type": "string",
"value": "Automation Services"
},
{
"id": "bc72c647-c2d9-462f-95da-c3889ca30d20",
"name": "Sale window",
"type": "string",
"value": "Aug to December annually"
},
{
"id": "663cc17d-b979-4b3c-99c9-d82f4ccdb03b",
"name": "Primary channels",
"type": "string",
"value": "Amazon, Ebay"
},
{
"id": "bb9172a7-38e3-4dfb-a181-991257f1d454",
"name": "Success metrics",
"type": "string",
"value": "Revenue"
},
{
"id": "65f42033-edef-4046-9d91-25107d52c81d",
"name": "Audience",
"type": "string",
"value": "SME's owner (CEO, CFO, CIO)"
}
]
}
},
"typeVersion": 3.4
},
{
"id": "6b954de8-5ad2-417f-ad36-9c483abd88ae",
"name": "OpenAI 聊天模型1",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
256,
416
],
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "gpt-4.1-mini"
},
"options": {}
},
"credentials": {
"openAiApi": {
"id": "PPSwAKeLQYgAPobT",
"name": "OpenAi account"
}
},
"typeVersion": 1.2
},
{
"id": "92c5d1f4-7a87-4cbd-aff2-b6263dffaa29",
"name": "OpenAI 聊天模型2",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
576,
416
],
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "gpt-4.1-mini"
},
"options": {}
},
"credentials": {
"openAiApi": {
"id": "PPSwAKeLQYgAPobT",
"name": "OpenAi account"
}
},
"typeVersion": 1.2
},
{
"id": "740bc190-ca94-4dd2-b25a-a6b433b58c3f",
"name": "营销智能体",
"type": "@n8n/n8n-nodes-langchain.agentTool",
"position": [
160,
208
],
"parameters": {
"text": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Prompt__User_Message_', ``, 'string') }}",
"options": {},
"toolDescription": "You are the Marketing Department. From the brief, propose practical campaigns.\n\nOUTPUT (JSON):\n{\n \"campaigns\":[\n {\"name\":\"\",\"channel\":\"\",\"audience\":\"\",\"message\":\"\",\"kpi\":\"\"}\n ],\n \"content_calendar\":[\n {\"date\":\"YYYY-MM-DD\",\"channel\":\"\",\"asset\":\"\",\"cta\":\"\"}\n ],\n \"notes\":\"\"\n}\n\nRULES\n- Max 3 campaigns, each tied to 1–2 channels.\n- KPIs: choose 1 per campaign (e.g., CTR, leads, revenue).\n- Be realistic with the given constraints and dates."
},
"typeVersion": 2.2
},
{
"id": "dca51d1c-5347-4756-b002-193c4ebd3eab",
"name": "运营智能体",
"type": "@n8n/n8n-nodes-langchain.agentTool",
"position": [
480,
208
],
"parameters": {
"text": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Prompt__User_Message_', ``, 'string') }}",
"options": {},
"toolDescription": "You are Operations. Assess readiness and outline what must happen to deliver.\n\nOUTPUT (JSON):\n{\n \"inventory_note\":\"\",\n \"staffing_plan\":[{\"team\":\"\",\"need\":\"\",\"when\":\"\"}],\n \"fulfillment_steps\":[{\"step\":\"\",\"owner\":\"\",\"due\":\"\"}],\n \"operational_risks\":[{\"risk\":\"\",\"mitigation\":\"\"}]\n}\n\nRULES\n- Keep it feasible: call out shortages or bottlenecks.\n- Prefer simple, sequenced steps with clear owners and due dates."
},
"typeVersion": 2.2
},
{
"id": "b3f5c3e9-a26f-4281-916a-a0bc92f96ead",
"name": "财务智能体",
"type": "@n8n/n8n-nodes-langchain.agentTool",
"position": [
800,
208
],
"parameters": {
"text": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Prompt__User_Message_', ``, 'string') }}",
"options": {},
"toolDescription": "You are Finance. Recommend discounts, budget split, and targets.\n\nOUTPUT (JSON):\n{\n \"discounts\":[{\"product\":\"\",\"type\":\"% or fixed\",\"value\":0,\"notes\":\"\"}],\n \"budget_split\":{\"marketing\":0,\"ops\":0,\"contingency\":0},\n \"targets\":{\"revenue\":0,\"roi\":0,\"gross_margin_pct\":0},\n \"notes\":\"\"\n}\n\nRULES\n- Keep totals sensible and within constraints.\n- Tie discounts to campaigns and inventory realities."
},
"typeVersion": 2.2
},
{
"id": "6812da19-e35c-4dad-8fee-be01340430b9",
"name": "OpenAI聊天模型3",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
896,
416
],
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "gpt-4.1-mini"
},
"options": {}
},
"credentials": {
"openAiApi": {
"id": "PPSwAKeLQYgAPobT",
"name": "OpenAi account"
}
},
"typeVersion": 1.2
},
{
"id": "c73b0250-c41d-40ae-be5f-9e97098b7afe",
"name": "创建文档文件",
"type": "n8n-nodes-base.httpRequest",
"position": [
1424,
-16
],
"parameters": {
"url": "https://www.googleapis.com/upload/drive/v3/files?uploadType=multipart&supportsAllDrives=true",
"body": "=--foo_bar_baz\nContent-Type: application/json; charset=UTF-8\n\n{\n \"name\": \"Company Sale Plan {{ $today.format('yyyy-MM-dd-hhmm') }}\",\n \"mimeType\": \"application/vnd.google-apps.document\",\n \"parents\": [\"{{ $json['Drive Folder ID'] }}\"]\n}\n\n--foo_bar_baz\nContent-Type: text/markdown; charset=UTF-8\n\n{{ $json['Document Content'] }}\n--foo_bar_baz--",
"method": "POST",
"options": {},
"sendBody": true,
"sendQuery": true,
"contentType": "raw",
"sendHeaders": true,
"authentication": "predefinedCredentialType",
"rawContentType": "multipart/related; boundary=foo_bar_baz",
"queryParameters": {
"parameters": [
{
"name": "uploadType",
"value": "multipart"
},
{
"name": "supportsAllDrives",
"value": "true"
}
]
},
"headerParameters": {
"parameters": [
{
"name": "boundary",
"value": "foo_bar_baz"
}
]
},
"nodeCredentialType": "googleDriveOAuth2Api"
},
"credentials": {
"googleDriveOAuth2Api": {
"id": "fC471es5gk5Mm900",
"name": "Google Drive account"
}
},
"typeVersion": 4.2
},
{
"id": "729829e7-565b-43b5-ab77-a78ea976061d",
"name": "配置元数据",
"type": "n8n-nodes-base.set",
"position": [
1200,
-16
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "1ff0b9a4-7d60-44ec-b047-e49252f1ace9",
"name": "Drive Folder ID",
"type": "string",
"value": "1IPcko8bzogO3W4mxhrW2Q017QA0Lc5MI"
},
{
"id": "75ab39ab-44d0-4272-bceb-fe63bd72a5ba",
"name": "Document Content",
"type": "string",
"value": "={{ $json.output }}"
}
]
}
},
"typeVersion": 3.4
},
{
"id": "576f221c-2766-4e28-b3b4-69d9f1d25b39",
"name": "上传文件",
"type": "n8n-nodes-base.slack",
"position": [
1872,
-16
],
"webhookId": "b4d5b0ca-b166-4000-abf8-df943fe711ae",
"parameters": {
"options": {
"channelId": "C097VAKKPUP",
"initialComment": "📄 The Sales Season Plan is ready! Please find the generated PDF file attached for review and next steps. "
},
"resource": "file",
"authentication": "oAuth2"
},
"credentials": {
"slackOAuth2Api": {
"id": "4JSKt9sIRV1KGswQ",
"name": "Slack account"
}
},
"typeVersion": 2.3
},
{
"id": "ad6e678d-000f-47cb-882b-0c7aca453800",
"name": "转换为PDF",
"type": "n8n-nodes-base.googleDrive",
"position": [
1648,
-16
],
"parameters": {
"fileId": {
"__rl": true,
"mode": "id",
"value": "={{ $json.id }}"
},
"options": {
"googleFileConversion": {
"conversion": {
"docsToFormat": "application/pdf"
}
}
},
"operation": "download"
},
"credentials": {
"googleDriveOAuth2Api": {
"id": "fC471es5gk5Mm900",
"name": "Google Drive account"
}
},
"typeVersion": 3
},
{
"id": "2dd2914f-68e5-4a84-a952-0fca32a2b3e4",
"name": "便签",
"type": "n8n-nodes-base.stickyNote",
"position": [
-1664,
-992
],
"parameters": {
"width": 1072,
"height": 2032,
"content": "# 多智能体架构免费入门模板"
},
"typeVersion": 1
},
{
"id": "e6e8f2b1-be21-4ba4-99a6-69348a05bfbf",
"name": "便签1",
"type": "n8n-nodes-base.stickyNote",
"position": [
-480,
-288
],
"parameters": {
"width": 272,
"height": 208,
"content": "### 1) 开始运行（手动触发器）"
},
"typeVersion": 1
},
{
"id": "e13b861b-764d-44d0-834a-84151c860a21",
"name": "便签2",
"type": "n8n-nodes-base.stickyNote",
"position": [
-272,
144
],
"parameters": {
"width": 272,
"height": 304,
"content": "### 2) 收集简报（编辑字段）"
},
"typeVersion": 1
},
{
"id": "1179b80c-e42a-4605-96b8-88e86ca221e2",
"name": "便签3",
"type": "n8n-nodes-base.stickyNote",
"position": [
-64,
-352
],
"parameters": {
"width": 512,
"height": 288,
"content": "### 3) 像CEO一样协调（CEO智能体）"
},
"typeVersion": 1
},
{
"id": "43d1f02b-8e90-46a4-abb5-88c861a3be74",
"name": "便签4",
"type": "n8n-nodes-base.stickyNote",
"position": [
112,
560
],
"parameters": {
"color": 3,
"width": 320,
"height": 336,
"content": "### 4) 调用工具#1：营销部门"
},
"typeVersion": 1
},
{
"id": "254915c0-cf61-4014-adaf-51300797f217",
"name": "便签5",
"type": "n8n-nodes-base.stickyNote",
"position": [
480,
560
],
"parameters": {
"color": 5,
"width": 320,
"height": 336,
"content": "### 5) 调用工具#2：运营部门"
},
"typeVersion": 1
},
{
"id": "d4947eba-5a53-4593-941a-b864911b6761",
"name": "便签6",
"type": "n8n-nodes-base.stickyNote",
"position": [
848,
560
],
"parameters": {
"color": 4,
"width": 320,
"height": 336,
"content": "### 6) 调用工具#3：财务部门"
},
"typeVersion": 1
},
{
"id": "c545990f-2d67-4fdb-888c-733da6043c2e",
"name": "便签7",
"type": "n8n-nodes-base.stickyNote",
"position": [
480,
-352
],
"parameters": {
"width": 448,
"height": 272,
"content": "### 7) 合并和协调（在CEO智能体内）"
},
"typeVersion": 1
},
{
"id": "3cb78770-a21f-488f-b256-c0d78d9316bc",
"name": "便签8",
"type": "n8n-nodes-base.stickyNote",
"position": [
1120,
-464
],
"parameters": {
"width": 672,
"height": 400,
"content": "#### 设置文档元数据（配置元数据）"
},
"typeVersion": 1
},
{
"id": "8d9d8432-6295-461b-ae94-709fdd59950e",
"name": "便签9",
"type": "n8n-nodes-base.stickyNote",
"position": [
2112,
-96
],
"parameters": {
"width": 688,
"height": 240,
"content": "### 11) Share the artifact (Upload a file)\n**Node:** *Slack: upload file* (or Drive/Email) \n**Message (example):**\n```\n📄 Sales Season Plan is ready\nCompany: {{ $json.plan_json.company }}\nWindow: {{ $json.plan_json.window.start }} → {{ $json.plan_json.window.end }}\nThe PDF is attached. Please review and add comments.\n```\n**Learning:** Always include context (company/window) in the post."
},
"typeVersion": 1
}
],
"active": false,
"pinData": {},
"settings": {
"executionOrder": "v1"
},
"versionId": "abf7f2d5-968e-4883-a52e-c0abefbb3da4",
"connections": {
"CEO Agent": {
"main": [
[
{
"node": "Configure metadata ",
"type": "main",
"index": 0
}
]
]
},
"Edit Fields": {
"main": [
[
{
"node": "CEO Agent",
"type": "main",
"index": 0
}
]
]
},
"Finance Agent": {
"ai_tool": [
[
{
"node": "CEO Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Upload a file": {
"main": [
[]
]
},
"Convert to PDF": {
"main": [
[
{
"node": "Upload a file",
"type": "main",
"index": 0
}
]
]
},
"Marketing Agent": {
"ai_tool": [
[
{
"node": "CEO Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Operations Agent": {
"ai_tool": [
[
{
"node": "CEO Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"OpenAI Chat Model": {
"ai_languageModel": [
[
{
"node": "CEO Agent",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"OpenAI Chat Model1": {
"ai_languageModel": [
[
{
"node": "Marketing Agent",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"OpenAI Chat Model2": {
"ai_languageModel": [
[
{
"node": "Operations Agent",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"OpenAI Chat Model3": {
"ai_languageModel": [
[
{
"node": "Finance Agent",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Configure metadata ": {
"main": [
[
{
"node": "Create document file",
"type": "main",
"index": 0
}
]
]
},
"Create document file": {
"main": [
[
{
"node": "Convert to PDF",
"type": "main",
"index": 0
}
]
]
},
"When clicking ‘Execute workflow’": {
"main": [
[
{
"node": "Edit Fields",
"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？
高级 - 文档提取, 多模态 AI
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24
分类2
节点类型9
作者
Trung Tran
@trungtranEmpowering small and medium businesses with smart automation and practical AI, no big tech team required.
外部链接
在 n8n.io 查看 →
分享此工作流