Trung Tran This workflow corresponds to n8n.io template #7504 — we link there as the canonical source.
This workflow follows the Agent → Agenttool recipe pattern — see all workflows that pair these two integrations.
The workflow JSON
Copy or download the full n8n JSON below. Paste it into a new n8n workflow, add your credentials, activate. Full import guide →
{
"id": "SvIdF4LUuyHYM2ii",
"meta": {
"templateCredsSetupCompleted": true
},
"name": "Multi-Agent Architecture Free Bootstrap Template for Beginners",
"tags": [],
"nodes": [
{
"id": "02b4083a-34a1-4d4f-8f7d-936633d5c3ac",
"name": "When clicking \u2018Execute workflow\u2019",
"type": "n8n-nodes-base.manualTrigger",
"position": [
-416,
-16
],
"parameters": {},
"typeVersion": 1
},
{
"id": "405374aa-0fef-4384-9de8-4f996ad880e9",
"name": "CEO Agent",
"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 \u2013 campaign ideas, channels, content calendar.\n2) OpsDept \u2013 inventory & staffing readiness, fulfillment steps, key risks.\n3) FinanceDept \u2013 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 Chat Model",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
32,
208
],
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "gpt-4.1-mini"
},
"options": {}
},
"credentials": {
"openAiApi": {
"name": "<your credential>"
}
},
"typeVersion": 1.2
},
{
"id": "de8475ee-2b6a-43ec-85ce-a620996901b2",
"name": "Edit Fields",
"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 Chat Model1",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
256,
416
],
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "gpt-4.1-mini"
},
"options": {}
},
"credentials": {
"openAiApi": {
"name": "<your credential>"
}
},
"typeVersion": 1.2
},
{
"id": "92c5d1f4-7a87-4cbd-aff2-b6263dffaa29",
"name": "OpenAI Chat Model2",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
576,
416
],
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "gpt-4.1-mini"
},
"options": {}
},
"credentials": {
"openAiApi": {
"name": "<your credential>"
}
},
"typeVersion": 1.2
},
{
"id": "740bc190-ca94-4dd2-b25a-a6b433b58c3f",
"name": "Marketing Agent",
"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\u20132 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": "Operations Agent",
"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": "Finance Agent",
"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 Chat Model3",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
896,
416
],
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "gpt-4.1-mini"
},
"options": {}
},
"credentials": {
"openAiApi": {
"name": "<your credential>"
}
},
"typeVersion": 1.2
},
{
"id": "c73b0250-c41d-40ae-be5f-9e97098b7afe",
"name": "Create document file",
"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": {
"name": "<your credential>"
}
},
"typeVersion": 4.2
},
{
"id": "729829e7-565b-43b5-ab77-a78ea976061d",
"name": "Configure metadata ",
"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": "Upload a file",
"type": "n8n-nodes-base.slack",
"position": [
1872,
-16
],
"parameters": {
"options": {
"channelId": "C097VAKKPUP",
"initialComment": "\ud83d\udcc4 The Sales Season Plan is ready! Please find the generated PDF file attached for review and next steps. "
},
"resource": "file",
"authentication": "oAuth2"
},
"credentials": {
"slackOAuth2Api": {
"name": "<your credential>"
}
},
"typeVersion": 2.3
},
{
"id": "ad6e678d-000f-47cb-882b-0c7aca453800",
"name": "Convert to 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": {
"name": "<your credential>"
}
},
"typeVersion": 3
},
{
"id": "2dd2914f-68e5-4a84-a952-0fca32a2b3e4",
"name": "Sticky Note",
"type": "n8n-nodes-base.stickyNote",
"position": [
-1664,
-992
],
"parameters": {
"width": 1072,
"height": 2032,
"content": "# Multi-Agent Architecture Free Bootstrap Template for Beginners\n[](https://www.youtube.com/watch?v=BfMY2jFJR9k)\n\n_Free template to learn and reuse a multi-agent architecture in n8n. The company metaphor: a **CEO (orchestrator)** delegates to **Marketing, Operations, Finance** to produce a short sales-season plan, export it to PDF, and share it._\n\n## **Who\u2019s it for**\n- Builders who want a **clear, minimal pattern** for multi-agent orchestration in n8n. \n- Teams demoing/teaching agent collaboration with **one coordinator + three specialists**. \n- Anyone needing a **repeatable template** to generate plans from multiple \u201cdepartments\u201d.\n\n## **How it works / What it does**\n1. **Trigger (Manual)** \u2014 Click *Execute workflow* to start.\n2. **Edit Fields** \u2014 Provide brief inputs (company, products, dates, constraints, channels, goals).\n3. **CEO Agent (Orchestrator)** \u2014 Reads the brief, calls 3 tool agents once, merges results, resolves conflicts.\n4. **Marketing Agent** \u2014 Proposes top campaigns + channels + content calendar.\n5. **Operations Agent** \u2014 Outlines inventory/staffing readiness, fulfillment steps, risks.\n6. **Finance Agent** \u2014 Suggests pricing/discounts, budget split, targets.\n7. **Compose Document** \u2014 CEO produces Markdown; node converts to Google Doc \u2192 **PDF**.\n8. **Share** \u2014 Upload the PDF to Slack (or Drive) for review.\n\n**Outputs**\n- **Markdown plan** with sections (Summary, Timeline, Marketing, Ops, Pricing, Risks, Next Actions). \n- **Compact JSON** for automation (campaigns, budget, dates, actions). \n- **PDF** file for stakeholders.\n\n## **How to set up**\n1. **Add credentials**\n - OpenAI (or your LLM provider) for all agents.\n - Google (Drive/Docs) to create the document and export PDF.\n - Slack (optional) to upload/share the PDF.\n2. **Map nodes (suggested)**\n - **When clicking \u2018Execute workflow\u2019** \u2192 **Edit Fields** (form with: `company`, `products`, `audience`, `start_date`, `end_date`, `channels`, `constraints`, `metrics`).\n - **CEO Agent** (AI Tool Node) \u2192 calls **Marketing Agent**, **Operations Agent**, **Finance Agent** (AI Tool Nodes).\n - **Configure metadata** (doc title from company + window).\n - **Create document file** (Google Docs API) with CEO Markdown.\n - **Convert to PDF** (export).\n - **Upload a file** (Slack) to share.\n3. **Prompts (drop-in)**\n - **CEO (system)**: orchestrate 3 tools; request concise JSON+Markdown; merge & resolve; output sections + JSON.\n - **Marketing / Operations / Finance (system)**: each returns a small JSON per its scope (campaigns/calendar; staffing/steps/risks; discounts/budget/targets).\n4. **Test** \u2014 Run once; verify the PDF and Slack message.\n\n## **Requirements**\n- n8n (current version with **AI Tool Node**). \n- LLM credentials (e.g., OpenAI). \n- Google credentials for Docs/Drive (to create & export). \n- Optional Slack bot token for file uploads.\n\n## **How to customize the workflow**\n- **Swap roles**: Replace departments (e.g., Product, Legal, Support) or add more tool agents.\n- **Change outputs**: Export to **DOCX/HTML/Notion**; add a cover page; attach brand styles.\n- **Approval step**: Insert **Slack \u201cSend & Wait\u201d** before PDF generation for review/edits.\n- **Data grounding**: Add RAG (Sheets/DB/Docs) so agents cite inventory, pricing, or past campaign KPIs.\n- **Automation JSON**: Extend the schema to match your CRM/PM tool and push `next_actions` into Jira/Asana.\n- **Scheduling**: Replace manual trigger with a **cron** (weekly/monthly planning).\n- **Localization**: Add a Translation agent or set language via input field.\n- **Guardrails**: Add length limits, cost caps (max tokens), and validation on agent JSON."
},
"typeVersion": 1
},
{
"id": "e6e8f2b1-be21-4ba4-99a6-69348a05bfbf",
"name": "Sticky Note1",
"type": "n8n-nodes-base.stickyNote",
"position": [
-480,
-288
],
"parameters": {
"width": 272,
"height": 208,
"content": "### 1) Start the run (Manual Trigger)\n**Node:** *When clicking \u2018Execute workflow\u2019* \n**What happens:** You kick off a single-run demo. Manual start keeps the flow predictable while you learn. \n**Why it matters:** Lets you iterate on prompts/fields quickly before adding a schedule or webhook."
},
"typeVersion": 1
},
{
"id": "e13b861b-764d-44d0-834a-84151c860a21",
"name": "Sticky Note2",
"type": "n8n-nodes-base.stickyNote",
"position": [
-272,
144
],
"parameters": {
"width": 272,
"height": 304,
"content": "### 2) Collect the brief (Edit Fields)\n**Node:** *Edit Fields* \n**Inputs to capture (examples):**\n- `company`, `products`, `audience`\n- `start_date`, `end_date`\n- `channels` (e.g., \u201cemail, social, search\u201d)\n- `constraints` (budget cap, stock limits, compliance)\n- `metrics` (revenue, ROI, CAC, leads) \n**Tips:** validate dates and keep text short; agents will elaborate."
},
"typeVersion": 1
},
{
"id": "1179b80c-e42a-4605-96b8-88e86ca221e2",
"name": "Sticky Note3",
"type": "n8n-nodes-base.stickyNote",
"position": [
-64,
-352
],
"parameters": {
"width": 512,
"height": 288,
"content": "### 3) Orchestrate like a CEO (CEO Agent)\n**Node:** *AI Tool Node (CEO Agent)* \n**Role:** Orchestrator. It reads the brief, assigns tasks to 3 department agents **once each**, then merges results. \n**Key behavior to configure:**\n- Provide a **system prompt** that defines: goals, tools available, expected sections, JSON schema, and \u201ccall each tool exactly once\u201d. \n- Instruct it to **resolve conflicts** (e.g., finance budget vs. marketing ambition) by preferring feasibility.\n\n**Expected CEO outputs:**\n- **Markdown Plan** with sections: Summary, Timeline, Marketing, Ops, Pricing, Risks, Next Actions. "
},
"typeVersion": 1
},
{
"id": "43d1f02b-8e90-46a4-abb5-88c861a3be74",
"name": "Sticky Note4",
"type": "n8n-nodes-base.stickyNote",
"position": [
112,
560
],
"parameters": {
"color": 3,
"width": 320,
"height": 336,
"content": "### 4) Call Tool #1: Marketing Department\n**Node:** *AI Tool Node (Marketing Agent)* \n**Input from CEO:** Slimmed brief + required fields (audience, channels, dates, constraints). \n**Output (JSON):**\n```json\n{\n \"campaigns\":[{\"name\":\"\",\"channel\":\"\",\"message\":\"\",\"kpi\":\"\"}],\n \"content_calendar\":[{\"date\":\"YYYY-MM-DD\",\"channel\":\"\",\"asset\":\"\",\"cta\":\"\"}],\n \"notes\":\"\"\n}\n```\n**What to teach learners:** Limit to 2\u20133 campaigns; pick 1 KPI per campaign; keep calendar realistic."
},
"typeVersion": 1
},
{
"id": "254915c0-cf61-4014-adaf-51300797f217",
"name": "Sticky Note5",
"type": "n8n-nodes-base.stickyNote",
"position": [
480,
560
],
"parameters": {
"color": 5,
"width": 320,
"height": 336,
"content": "### 5) Call Tool #2: Operations Department\n**Node:** *AI Tool Node (Operations Agent)* \n**Input from CEO:** Products, window, constraints (inventory/staff). \n**Output (JSON):**\n```json\n{\n \"inventory_note\":\"\",\n \"staffing_plan\":[{\"team\":\"\",\"need\":\"\",\"when\":\"\"}],\n \"fulfillment_steps\":[{\"step\":\"\",\"owner\":\"\",\"due\":\"\"}],\n \"operational_risks\":[{\"risk\":\"\",\"mitigation\":\"\"}]\n}\n```\n**Learning:** Prefer checklists with owners/due dates; call out bottlenecks early."
},
"typeVersion": 1
},
{
"id": "d4947eba-5a53-4593-941a-b864911b6761",
"name": "Sticky Note6",
"type": "n8n-nodes-base.stickyNote",
"position": [
848,
560
],
"parameters": {
"color": 4,
"width": 320,
"height": 336,
"content": "### 6) Call Tool #3: Finance Department\n**Node:** *AI Tool Node (Finance Agent)* \n**Input from CEO:** Campaign ideas + ops constraints. \n**Output (JSON):**\n```json\n{\n \"discounts\":[{\"product\":\"\",\"type\":\"%|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```\n**Learning:** Tie discounts to campaigns and stock positions; keep budget totals sensible."
},
"typeVersion": 1
},
{
"id": "c545990f-2d67-4fdb-888c-733da6043c2e",
"name": "Sticky Note7",
"type": "n8n-nodes-base.stickyNote",
"position": [
480,
-352
],
"parameters": {
"width": 448,
"height": 272,
"content": "### 7) Merge & reconcile (inside CEO Agent)\n**Node:** *CEO Agent continues* \n**What happens:** CEO pulls the 3 JSONs, resolves conflicts (e.g., campaign count vs. budget), and produces:\n- Final **Markdown plan** (human-readable) \n- Final **JSON payload** (machine-usable) \n**Tip:** Ask CEO to output **both artifacts** in a single response under distinct keys (e.g., `plan_md`, `plan_json`)."
},
"typeVersion": 1
},
{
"id": "3cb78770-a21f-488f-b256-c0d78d9316bc",
"name": "Sticky Note8",
"type": "n8n-nodes-base.stickyNote",
"position": [
1120,
-464
],
"parameters": {
"width": 672,
"height": 400,
"content": "#### Set document metadata (Configure metadata)\n**Node:** *Edit Fields / Set* \n**What you set:** Document title, author, tags. \n**Example title:** `{{ $json.plan_json.company }} \u2014 Sales Season Plan ({{ $json.plan_json.window.start }} \u2192 {{ $json.plan_json.window.end }})` \n**Learning:** Keep naming deterministic for easy filing/search.\n\n#### Create the source document (Create document file)\n**Node:** *HTTP Request: Google Docs create* or n8n\u2019s Google Docs node \n**Input:** `plan_md` from CEO \u2192 convert Markdown \u2192 HTML (or use a Markdown-to-HTML helper) \u2192 write into a new Google Doc. \n**Learning:** Markdown-in \u2192 Doc-out keeps content editable by humans.\n\n#### Export to PDF (Convert to PDF)\n**Node:** *HTTP Request: Google export* or Google Drive \u201cdownload file\u201d \n**What happens:** The Doc is exported to PDF for sharing. \n**Tip:** Save the PDF filename with the same deterministic title."
},
"typeVersion": 1
},
{
"id": "8d9d8432-6295-461b-ae94-709fdd59950e",
"name": "Sticky Note9",
"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\ud83d\udcc4 Sales Season Plan is ready\nCompany: {{ $json.plan_json.company }}\nWindow: {{ $json.plan_json.window.start }} \u2192 {{ $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,
"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 \u2018Execute workflow\u2019": {
"main": [
[
{
"node": "Edit Fields",
"type": "main",
"index": 0
}
]
]
}
}
}
Credentials you'll need
Each integration node will prompt for credentials when you import. We strip credential IDs before publishing — you'll add your own.
googleDriveOAuth2ApiopenAiApislackOAuth2Api
Pro
For the full experience including quality scoring and batch install features for each workflow upgrade to Pro
About this workflow
[](https://www.youtube.com/watch?v=BfMY2jFJR9k)
Source: https://n8n.io/workflows/7504/ — original creator credit. Request a take-down →
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