AI 마케팅 팀
고급
이것은Content Creation, Multimodal AI분야의자동화 워크플로우로, 25개의 노드를 포함합니다.주로 Set, Switch, Telegram, Agent, TelegramTrigger 등의 노드를 사용하며. Telegram에서 GPT-4와 AI 도구를 통해 음성 명령으로 마케팅 내용 생성
사전 요구사항
- •Telegram Bot Token
- •OpenAI API Key
사용된 노드 (25)
워크플로우 미리보기
노드 연결 관계를 시각적으로 표시하며, 확대/축소 및 이동을 지원합니다
워크플로우 내보내기
다음 JSON 구성을 복사하여 n8n에 가져오면 이 워크플로우를 사용할 수 있습니다
{
"id": "7LI7szVWjgxuYSD2",
"meta": {
"instanceId": "95e5a8c2e51c83e33b232ea792bbe3f063c094c33d9806a5565cb31759e1ad39",
"templateCredsSetupCompleted": true
},
"name": "AI Marketing Team",
"tags": [],
"nodes": [
{
"id": "243cc16f-a8ca-4e9f-8d8a-6e48d2c1796f",
"name": "GPT 4.1",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenRouter",
"position": [
-180,
200
],
"parameters": {
"model": "openai/gpt-4.1",
"options": {}
},
"credentials": {
"openRouterApi": {
"id": "1dQlOKKWiigrH9O9",
"name": "OpenRouter account"
}
},
"typeVersion": 1
},
{
"id": "b46f6e9a-9719-4540-9aa6-23da285e89f2",
"name": "이미지 생성",
"type": "@n8n/n8n-nodes-langchain.toolWorkflow",
"position": [
780,
200
],
"parameters": {
"name": "createImage",
"workflowId": {
"__rl": true,
"mode": "list",
"value": "lsZTPeThp35cB3Hs",
"cachedResultName": "Create Image"
},
"description": "Call this tool to create an image. ",
"workflowInputs": {
"value": {
"chatID": "={{ $('Telegram Trigger').item.json.message.chat.id }}",
"imageTitle": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('imageTitle', `The title of the image. Should be no more than 4 words.`, 'string') }}",
"imagePrompt": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('imagePrompt', `The image requested by the user`, 'string') }}"
},
"schema": [
{
"id": "imageTitle",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "imageTitle",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "imagePrompt",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "imagePrompt",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "chatID",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "chatID",
"defaultMatch": false,
"canBeUsedToMatch": true
}
],
"mappingMode": "defineBelow",
"matchingColumns": [],
"attemptToConvertTypes": false,
"convertFieldsToString": false
}
},
"typeVersion": 2.1
},
{
"id": "9856dbc9-1904-422e-8dfa-f84e210b1edc",
"name": "Telegram",
"type": "n8n-nodes-base.telegram",
"position": [
1160,
-140
],
"webhookId": "fbdb3bd7-490b-4d3e-961e-e2d398294649",
"parameters": {
"text": "={{ $json.output }}",
"chatId": "={{ $('Telegram Trigger').item.json.message.chat.id }}",
"additionalFields": {
"appendAttribution": false
}
},
"credentials": {
"telegramApi": {
"id": "9jQWan3cOz3tE62s",
"name": "Telegram account 2"
}
},
"typeVersion": 1.2
},
{
"id": "3c80151c-dc63-4981-8136-15f5e16a647f",
"name": "심플 메모리",
"type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
"position": [
100,
200
],
"parameters": {
"sessionKey": "={{ $('Telegram Trigger').item.json.message.chat.id }}",
"sessionIdType": "customKey"
},
"typeVersion": 1.3
},
{
"id": "ae38e1af-dc55-48cf-9be2-7439a592453d",
"name": "이미지 편집",
"type": "@n8n/n8n-nodes-langchain.toolWorkflow",
"position": [
940,
200
],
"parameters": {
"name": "editImage",
"workflowId": {
"__rl": true,
"mode": "list",
"value": "nMBpMe21l4gDEjOI",
"cachedResultName": "Edit Image"
},
"description": "Call this tool to edit an image.",
"workflowInputs": {
"value": {
"image": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('image', `The title of the image the user wants to edit`, 'string') }}",
"chatID": "={{ $('Telegram Trigger').item.json.message.chat.id }}",
"request": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('request', `The edit the user wants to make to the image`, 'string') }}",
"pictureID": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('pictureID', `The ID of the image to edit`, 'string') }}"
},
"schema": [
{
"id": "image",
"type": "string",
"display": true,
"required": false,
"displayName": "image",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "request",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "request",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "chatID",
"type": "string",
"display": true,
"required": false,
"displayName": "chatID",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "pictureID",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "pictureID",
"defaultMatch": false,
"canBeUsedToMatch": true
}
],
"mappingMode": "defineBelow",
"matchingColumns": [],
"attemptToConvertTypes": false,
"convertFieldsToString": false
}
},
"typeVersion": 2.1
},
{
"id": "e1b30c8b-b081-4689-97fb-22733fbac6a7",
"name": "이미지 검색",
"type": "@n8n/n8n-nodes-langchain.toolWorkflow",
"position": [
1180,
200
],
"parameters": {
"name": "searchImages",
"workflowId": {
"__rl": true,
"mode": "list",
"value": "zDYAKGCIEChJa1JH",
"cachedResultName": "Search Images"
},
"description": "Call this tool to search the image database.",
"workflowInputs": {
"value": {
"image": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('image', `The image title`, 'string') }}",
"chatID": "={{ $('Telegram Trigger').item.json.message.chat.id }}",
"intent": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('intent', `The intent of the user. This can either be \"Get\" or \"Edit\"`, 'string') }}"
},
"schema": [
{
"id": "intent",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "intent",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "image",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "image",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "chatID",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "chatID",
"defaultMatch": false,
"canBeUsedToMatch": true
}
],
"mappingMode": "defineBelow",
"matchingColumns": [],
"attemptToConvertTypes": false,
"convertFieldsToString": false
}
},
"typeVersion": 2.1
},
{
"id": "c8d4ca3f-591e-4751-91ff-3aa6714e893f",
"name": "블로그 포스트",
"type": "@n8n/n8n-nodes-langchain.toolWorkflow",
"position": [
600,
200
],
"parameters": {
"name": "blogPost",
"workflowId": {
"__rl": true,
"mode": "list",
"value": "sS2JMp5z7YiqtJpa",
"cachedResultName": "Blog Post"
},
"description": "Call this tool to create a blog post using a topic and a target audience.",
"workflowInputs": {
"value": {
"chatID": "={{ $('Telegram Trigger').item.json.message.chat.id }}",
"blogTopic": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('blogTopic', `The topic of the blog.`, 'string') }}",
"targetAudience": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('targetAudience', `The target audience for the blog.`, 'string') }}"
},
"schema": [
{
"id": "blogTopic",
"type": "string",
"display": true,
"required": false,
"displayName": "blogTopic",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "targetAudience",
"type": "string",
"display": true,
"required": false,
"displayName": "targetAudience",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "chatID",
"type": "string",
"display": true,
"required": false,
"displayName": "chatID",
"defaultMatch": false,
"canBeUsedToMatch": true
}
],
"mappingMode": "defineBelow",
"matchingColumns": [],
"attemptToConvertTypes": false,
"convertFieldsToString": false
}
},
"typeVersion": 2.1
},
{
"id": "ac099456-afcf-4c32-8d2d-cf9162932ce5",
"name": "스티키 노트",
"type": "n8n-nodes-base.stickyNote",
"position": [
600,
-300
],
"parameters": {
"width": 460,
"height": 400,
"content": "# Marketing Team"
},
"typeVersion": 1
},
{
"id": "93e30328-9637-411f-bb0d-1c5e9cc207e1",
"name": "LinkedIn 포스트",
"type": "@n8n/n8n-nodes-langchain.toolWorkflow",
"position": [
440,
200
],
"parameters": {
"name": "linkedinPost",
"workflowId": {
"__rl": true,
"mode": "list",
"value": "RgUBWsswXoQsX2tI",
"cachedResultName": "LinkedIn Post"
},
"description": "Call this tool to create a LinkedIn post using a topic and a target audience.",
"workflowInputs": {
"value": {
"chatID": "={{ $('Telegram Trigger').item.json.message.chat.id }}",
"postTopic": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('postTopic', `The topic of the LinkedIn post`, 'string') }}",
"targetAudience": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('targetAudience', `The target audience of the LinkedIn post`, 'string') }}"
},
"schema": [
{
"id": "postTopic",
"type": "string",
"display": true,
"required": false,
"displayName": "postTopic",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "targetAudience",
"type": "string",
"display": true,
"required": false,
"displayName": "targetAudience",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "chatID",
"type": "string",
"display": true,
"required": false,
"displayName": "chatID",
"defaultMatch": false,
"canBeUsedToMatch": true
}
],
"mappingMode": "defineBelow",
"matchingColumns": [],
"attemptToConvertTypes": false,
"convertFieldsToString": false
}
},
"typeVersion": 2.1
},
{
"id": "a3451421-dcc6-4643-94a4-f4b187dbb70b",
"name": "텍스트 설정",
"type": "n8n-nodes-base.set",
"position": [
320,
-60
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "fe7ecc99-e1e8-4a5e-bdd6-6fce9757b234",
"name": "text",
"type": "string",
"value": "={{ $json.message.text }}"
}
]
}
},
"typeVersion": 3.4
},
{
"id": "cd462755-96a8-4ca2-a3a8-77e85e83f024",
"name": "음성 파일 다운로드",
"type": "n8n-nodes-base.telegram",
"position": [
240,
-220
],
"webhookId": "c0b376b1-7b63-41b6-8063-0b3096b8333d",
"parameters": {
"fileId": "={{ $json.message.voice.file_id }}",
"resource": "file"
},
"credentials": {
"telegramApi": {
"id": "9jQWan3cOz3tE62s",
"name": "Telegram account 2"
}
},
"typeVersion": 1.2
},
{
"id": "26f7a215-90a0-4719-a7a2-fbfba550277b",
"name": "오디오 변환",
"type": "@n8n/n8n-nodes-langchain.openAi",
"position": [
400,
-220
],
"parameters": {
"options": {},
"resource": "audio",
"operation": "transcribe"
},
"credentials": {
"openAiApi": {
"id": "WnxUhaEPMn5hIsEp",
"name": "Demo 4/2"
}
},
"typeVersion": 1.6
},
{
"id": "3c795fe4-9c50-4b1d-a43e-2b9d36746a39",
"name": "스위치",
"type": "n8n-nodes-base.switch",
"position": [
-20,
-140
],
"parameters": {
"rules": {
"values": [
{
"outputKey": "Voice",
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"operator": {
"type": "string",
"operation": "exists",
"singleValue": true
},
"leftValue": "={{ $json.message.voice.file_id }}",
"rightValue": ""
}
]
},
"renameOutput": true
},
{
"outputKey": "Text",
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "8c844924-b2ed-48b0-935c-c66a8fd0c778",
"operator": {
"type": "string",
"operation": "exists",
"singleValue": true
},
"leftValue": "={{ $json.message.text }}",
"rightValue": ""
}
]
},
"renameOutput": true
}
]
},
"options": {}
},
"typeVersion": 3.2
},
{
"id": "12bb0833-769d-4592-af4d-fa335c6e84ab",
"name": "Telegram 트리거",
"type": "n8n-nodes-base.telegramTrigger",
"position": [
-160,
-140
],
"webhookId": "99eab1a0-569d-4f0f-a49e-578a02abfe63",
"parameters": {
"updates": [
"message"
],
"additionalFields": {}
},
"credentials": {
"telegramApi": {
"id": "9jQWan3cOz3tE62s",
"name": "Telegram account 2"
}
},
"typeVersion": 1.1
},
{
"id": "cd9f9d75-e1bf-4279-b733-3339fb383536",
"name": "스티키 노트1",
"type": "n8n-nodes-base.stickyNote",
"position": [
-220,
-300
],
"parameters": {
"color": 6,
"width": 360,
"height": 400,
"content": "# Trigger\n"
},
"typeVersion": 1
},
{
"id": "97967485-58d3-4f7e-b879-c0895721fd99",
"name": "스티키 노트2",
"type": "n8n-nodes-base.stickyNote",
"position": [
240,
120
],
"parameters": {
"color": 5,
"width": 480,
"height": 220,
"content": "# Content Creation"
},
"typeVersion": 1
},
{
"id": "5c76b653-8a55-4c6d-b335-35185944a48b",
"name": "스티키 노트3",
"type": "n8n-nodes-base.stickyNote",
"position": [
740,
120
],
"parameters": {
"color": 3,
"width": 320,
"height": 220,
"content": "# Image Creation"
},
"typeVersion": 1
},
{
"id": "079a7833-0fff-4fd3-81d1-9d112b432e24",
"name": "스티키 노트4",
"type": "n8n-nodes-base.stickyNote",
"position": [
1080,
120
],
"parameters": {
"color": 4,
"width": 300,
"height": 220,
"content": "# Image Database"
},
"typeVersion": 1
},
{
"id": "60b95e09-119e-4477-99cb-a5629ef4965a",
"name": "스티키 노트5",
"type": "n8n-nodes-base.stickyNote",
"position": [
1080,
-300
],
"parameters": {
"color": 6,
"width": 300,
"height": 400,
"content": "# Response\n\n"
},
"typeVersion": 1
},
{
"id": "65a7791a-7d13-4dff-b532-8576692a9ffa",
"name": "스티키 노트6",
"type": "n8n-nodes-base.stickyNote",
"position": [
-220,
120
],
"parameters": {
"color": 2,
"width": 440,
"height": 220,
"content": "# Brain\n\n"
},
"typeVersion": 1
},
{
"id": "6c35946c-e517-40f2-8d96-7b0f391dcb3c",
"name": "스티키 노트7",
"type": "n8n-nodes-base.stickyNote",
"position": [
160,
-300
],
"parameters": {
"color": 7,
"width": 420,
"height": 400,
"content": "# Voice or Text"
},
"typeVersion": 1
},
{
"id": "5137d58b-d6d9-4877-9d95-6d4cf870d09f",
"name": "비디오",
"type": "@n8n/n8n-nodes-langchain.toolWorkflow",
"position": [
280,
200
],
"parameters": {
"name": "video",
"workflowId": {
"__rl": true,
"mode": "list",
"value": "7HwL0nnjhjdXJ3FY",
"cachedResultName": "Faceless Video"
},
"description": "Call this tool to create a video.",
"workflowInputs": {
"value": {
"chatID": "={{ $('Telegram Trigger').item.json.message.chat.id }}",
"videoTopic": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('videoTopic', `The topic of the video`, 'string') }}"
},
"schema": [
{
"id": "videoTopic",
"type": "string",
"display": true,
"required": false,
"displayName": "videoTopic",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "chatID",
"type": "string",
"display": true,
"required": false,
"displayName": "chatID",
"defaultMatch": false,
"canBeUsedToMatch": true
}
],
"mappingMode": "defineBelow",
"matchingColumns": [],
"attemptToConvertTypes": false,
"convertFieldsToString": false
}
},
"typeVersion": 2.1
},
{
"id": "13aea3f4-b9b0-4f14-9d68-06baee17bea5",
"name": "마케팅 팀 에이전트",
"type": "@n8n/n8n-nodes-langchain.agent",
"position": [
700,
-140
],
"parameters": {
"text": "={{ $json.text }}",
"options": {
"systemMessage": "=# Overview\nYou are a marketing team AI agent. Your job is to help the user create and edit images based on the request, or create content.\n\n## Tools\ncreateImage - Use this to create an image. Send the requested image prompt to this tool.\neditImage - Use this to edit an image. The user might also say \"make\" rather than \"edit\".\nImage Database - Use this to search the image database. \nblogPost - Use this to create a blog post.\nlinkedinPost - Use this to create a LinkedIn post.\nvideo - Use this tool to create a video.\nThink - Use this if you need help making a decision.\n\n## Instructions\n- If the user asks to 'edit that image' or 'make that...', this indicates they want to edit the last image in the database, the most recent one.\n- If the user requests a blog post or LinkedIn post, use the \"blogPost\" or \"linkedinPost\" tool and output: \"Here's that post you requested. Hope you enjoy it.\"\n\n## Output\n- Make sure to return the image link as a clickable link\n\n"
},
"promptType": "define"
},
"typeVersion": 1.9
},
{
"id": "7642374d-7e12-4f7d-be49-d74bc85932e5",
"name": "생각",
"type": "@n8n/n8n-nodes-langchain.toolThink",
"position": [
-40,
200
],
"parameters": {},
"typeVersion": 1
},
{
"id": "b7c8b7b9-b25d-4f20-8713-3013d2955b9d",
"name": "스티키 노트8",
"type": "n8n-nodes-base.stickyNote",
"position": [
-800,
-300
],
"parameters": {
"width": 560,
"height": 1000,
"content": "# 📋 Setup Guide \n**Author: [Muhammad Ashar Ishfaq(https://www.linkedin.com/in/muhammad-ashar-ishfaq/)**\n---\n### ✅ First Steps\n1. **Import the following workflows** into your n8n environment:\n - Video\n - LinkedIn Post\n - Blog Post\n - Create Image\n - Edit Image\n - Search Images\n\n2. **Link all workflows** together appropriately.\n - Make sure that the tools the Marketing Team Agent uses are correctly linked to these workflows.\n - Rename workflows as needed to fit your naming system.\n---\n\n### 🔗 Credentials to Connect\n- **[Telegram Credential](https://telegram.org/)** (for outbound/inbound communication)\n- **[OpenRouter](https://openrouter.ai/) Credential** (for AI requests)\n- **[Tavily](https://tavily.com/) Credential** (for research inside LinkedIn Post and Blog Post workflows)\n---\n\n### 🔑 API Keys to Configure\nInside the **Video Workflow**:\n- **[PiAPI](https://piapi.ai/) API Key** (for video generation)\n- **[Runway](https://runwayml.com/) API Key** (for video processing)\n- **[ElevenLabs](https://elevenlabs.io/) API Key** (for voice generation)\n\nInside the **LinkedIn Post** and **Blog Post Workflows**:\n- **[Tavily](https://tavily.com/) API Key** (for research assistance)\n---\n\n### 📄 Templates to Download and Connect\n- **[Creatomate](https://creatomate.com/) Image Template** \n → Download from the Free Skool Community\n\n- **[Google Sheets Log Template](https://docs.google.com/spreadsheets/d/1wQxM9cAwewCigPH22KDidMu_i9j_dx4MHEa5rmJiw5I/edit?usp=sharing)** \n → Connect it to your n8n Google Sheets node to track content outputs.\n---\n\nMake sure all credentials, APIs, and templates are properly set before running the full system!\n"
},
"typeVersion": 1
}
],
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}자주 묻는 질문
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@ashar0086Hi There! I help business owners and entrepreneurs 𝐚𝐮𝐭𝐨𝐦𝐚𝐭𝐞 𝐭𝐡𝐞𝐢𝐫 𝐨𝐩𝐞𝐫𝐚𝐭𝐢𝐨𝐧𝐬 using AI, smart workflows, and scalable systems—without needing a team of engineers. If you've ever said "𝐈 𝐰𝐢𝐬𝐡 𝐭𝐡𝐢𝐬 𝐩𝐚𝐫𝐭 𝐨𝐟 𝐦𝐲 𝐛𝐮𝐬𝐢𝐧𝐞𝐬𝐬 𝐣𝐮𝐬𝐭 𝐫𝐚𝐧 𝐢𝐭𝐬𝐞𝐥𝐟" that's exactly what I build. I combine hands-on engineering experience with deep AI/ML expertise to turn your biggest bottlenecks into automated breakthroughs. 𝐍𝐨𝐭 𝐬𝐮𝐫𝐞 𝐰𝐡𝐚𝐭 𝐩𝐚𝐫𝐭𝐬 𝐨𝐟 𝐲𝐨𝐮𝐫 𝐛𝐮𝐬𝐢𝐧𝐞𝐬𝐬 𝐜𝐚𝐧 𝐛𝐞 𝐚𝐮𝐭𝐨𝐦𝐚𝐭𝐞𝐝? Message me Let's build yours.
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