CRM 연락처를 캡처하는 Telegram 로봇
고급
이것은자동화 워크플로우로, 27개의 노드를 포함합니다.주로 If, Set, Code, Merge, Crypto 등의 노드를 사용하며. Telegram과 Gemini AI를 사용하여 CRM 연락처를 capture하고 저장합니다.
사전 요구사항
- •Telegram Bot Token
- •Google Sheets API 인증 정보
- •Google Gemini API Key
사용된 노드 (27)
카테고리
-
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": "KmdYybT84NNAa1yM",
"meta": {
"instanceId": "fc8c505a7d97c0ad5142b508476a4b135c5d385dc29af946d69365fb9717edee",
"templateCredsSetupCompleted": true
},
"name": "Telegram bot for capturing CRM contacts",
"tags": [
{
"id": "0fVOYNM7WPnd6GTh",
"name": "public",
"createdAt": "2025-10-14T10:25:40.579Z",
"updatedAt": "2025-10-14T10:25:40.579Z"
}
],
"nodes": [
{
"id": "baf521e1-ad2c-40cf-bdd6-78c1872987d7",
"name": "Telegram 트리거",
"type": "n8n-nodes-base.telegramTrigger",
"position": [
-720,
-48
],
"webhookId": "054bbadb-2087-44d6-bb77-35b446394037",
"parameters": {
"updates": [
"message"
],
"additionalFields": {
"download": true,
"imageSize": "large"
}
},
"credentials": {
"telegramApi": {
"id": "LeL8GGIOucbE798n",
"name": "n8n_crm_bot"
}
},
"typeVersion": 1.2
},
{
"id": "acd4c00f-ab7d-4c20-925f-7f8e827bbf17",
"name": "메모지",
"type": "n8n-nodes-base.stickyNote",
"position": [
-832,
368
],
"parameters": {
"width": 816,
"height": 800,
"content": "## Telegram bot for capturing contacts\n\nThis workflow is an AI agent in the form of a Telegram bot. Its main purpose is to **capture contact information and store it in a CRM**. The agent supports multi-modal inputs and can extract contact details from text messages, voice recordings, and images (like photos of business cards).\n\nThe bot guides the user through data collection via a natural conversation, asks clarifying questions for missing information, and summarizes the extracted data for confirmation before saving. It also checks for duplicate contacts by email and gives users the choice to either create a new contact or update an existing one.\n\nFor simplicity, this example uses a Google Sheets document to store collected contacts. It can easily be replaced by a real CRM like HubSpot, Pipedrive, Monday, etc.\n\n### How to use the bot\n\nSend contact details via text or voice, or upload a photo of a business card. The bot will show the extracted information and ask questions when needed. Once the bot confirms saving of the current contact, you can send the next one. Use the `/new` command at any moment to discard the previous conversation and start from scratch.\n\n### Requirements\n1. A Telegram bot [Access Token](https://docs.n8n.io/integrations/builtin/credentials/telegram/)\n2. Google Gemini API key\n3. Google Sheets credentials\n\n### Setup\n1. Create a new Telegram bot (see [n8n docs](https://docs.n8n.io/integrations/builtin/credentials/telegram/#using-api-bot-access-token) and [Telegram bot API docs](https://core.telegram.org/bots/features) for details)\n2. Take webhook URL from the Telegram Trigger node (`WEBHOOK_URL`) and your bot's access token (`TOKEN`) and run `curl -X POST \"https://api.telegram.org/bot{TOKEN}/setWebhook?url={WEBHOOK_URL}\"`\n2. Create a new Google Sheets document with \"Full name\", \"Email\", \"Phone\", \"Company\", \"Job title\" and \"Meeting notes\" columns\n3. Configure parameters in the **parameters** node:\n - Set ID of the Google Sheets document\n - Set sheet name (\"Sheet1\" by default)\n4. Configure Google Sheets credentials for AI Agent's tools: **Search for contact** and **Create new contact** and **Update existing contact**.\n5. Add Google Gemini API key for the models (\"AI Agent\", \"Transcribe audio\", \"Analyze image\" nodes)"
},
"typeVersion": 1
},
{
"id": "62ece471-e4b4-4ed8-ae54-338a6acd02e4",
"name": "AI 에이전트",
"type": "@n8n/n8n-nodes-langchain.agent",
"position": [
384,
1168
],
"parameters": {
"text": "={{ $json.userMessage }}",
"options": {
"systemMessage": "You are a helpful personal assistant. You are direct and don't talk much.\nYour job is to create and update contacts in the CRM system. User communicates with you via text, audio (transcribed) and images (recognized).\n\nIt is mandatory to extract the following information:\n- first name\n- last name\n- email\n- company name\n\nWhenever possible extract as well:\n- phone number \n- job title\n- meeting notes\n\nYou may ask up to 3 questions about each new contact. Always confirm extracted information using the following format.\n\nExample of confirmation when all mandatory data is extracted, but there are no meeting notes:\n\"\"\"\n✅ First name: {first_name}\n✅ Last name: {last_name}\n✅ Email: {email}\n✅ Company: {company}\n\nDo you have any other info or meeting notes?\n\"\"\"\n\nExample of confirmation when some data is missing:\n\"\"\"\n✅ First name: {first_name}\n❓ Last name:\n✅ Email: {email}\n❓ Company:\n\nDo you know the last name and the company name?\n\"\"\"\n\nExample of confirmation when all mandatory data, as well as some extra data and meeting notes are extracted:\n\"\"\"\n✅ First name: {first_name}\n✅ Last name: {last_name}\n✅ Email: {email}\n✅ Company: {company}\n✅ Title: {job_title}\n✅ Phone: {phone}\n\nDo you have any other info?\n\"\"\"\n\nOnce all the information for a contact is collected, search the CRM for an existing contact by email. If the contact is not found, create a new contact. If the contact exists, ask user whether to create a new contact or update the existing one.\n\nIMPORTANT:\nIf phone number begins with \"+\", prepend it with \"'\" (single quote symbol) when saving. The CRM expects the phone in this format. \n\nUser may send `/new` command which indicates beginning of a fresh chat session. In this case simply confirm that you are waiting for a new contact."
},
"promptType": "define"
},
"typeVersion": 2.2
},
{
"id": "791fd96b-9808-4573-af52-226695245cf5",
"name": "Google Gemini 채팅 모델",
"type": "@n8n/n8n-nodes-langchain.lmChatGoogleGemini",
"position": [
192,
1392
],
"parameters": {
"options": {}
},
"credentials": {
"googlePalmApi": {
"id": "0C0iIvVLweHKZMa6",
"name": "Google Gemini(PaLM) Api account"
}
},
"typeVersion": 1
},
{
"id": "c3feefb6-c757-42aa-b78a-af8cc1b8026c",
"name": "텍스트 메시지 전송",
"type": "n8n-nodes-base.telegram",
"position": [
1104,
1168
],
"webhookId": "b043688f-41dd-4310-96d6-115cabe763f7",
"parameters": {
"text": "={{ $json.output }}",
"chatId": "={{ $('Telegram Trigger').item.json.message.chat.id }}",
"additionalFields": {
"appendAttribution": false
}
},
"credentials": {
"telegramApi": {
"id": "LeL8GGIOucbE798n",
"name": "n8n_crm_bot"
}
},
"typeVersion": 1.2
},
{
"id": "510e5fa0-1ab1-44be-9338-12ceef3474bb",
"name": "세션ID 가져오기",
"type": "n8n-nodes-base.dataTable",
"position": [
192,
-208
],
"parameters": {
"limit": 1,
"filters": {
"conditions": [
{
"keyName": "chatID",
"keyValue": "={{ $json.message.chat.id }}"
}
]
},
"matchType": "allConditions",
"operation": "get",
"dataTableId": {
"__rl": true,
"mode": "list",
"value": "Y6od4eTrxRkUbtyC",
"cachedResultUrl": "/projects/ZnaXyIe6Nbrn9Af2/datatables/Y6od4eTrxRkUbtyC",
"cachedResultName": "telegram-crm-example"
}
},
"typeVersion": 1,
"alwaysOutputData": true
},
{
"id": "d320aae4-14ec-4682-8b79-3f320ca58c24",
"name": "세션ID 생성",
"type": "n8n-nodes-base.crypto",
"position": [
752,
-208
],
"parameters": {
"action": "generate",
"dataPropertyName": "sessionID"
},
"typeVersion": 1
},
{
"id": "96f9ff1d-c25a-471e-ab11-ac6985ac61c0",
"name": "행 업서트",
"type": "n8n-nodes-base.dataTable",
"position": [
1008,
-208
],
"parameters": {
"columns": {
"value": {
"chatID": "={{ $('Telegram Trigger').item.json.message.chat.id }}",
"sessionID": "={{ $json.sessionID }}"
},
"schema": [
{
"id": "chatID",
"type": "number",
"display": true,
"removed": false,
"readOnly": false,
"required": false,
"displayName": "chatID",
"defaultMatch": false
},
{
"id": "sessionID",
"type": "string",
"display": true,
"removed": false,
"readOnly": false,
"required": false,
"displayName": "sessionID",
"defaultMatch": false
}
],
"mappingMode": "defineBelow",
"matchingColumns": [
"sessionID"
],
"attemptToConvertTypes": false,
"convertFieldsToString": false
},
"filters": {
"conditions": [
{
"keyName": "chatID",
"keyValue": "={{ $('Telegram Trigger').item.json.message.chat.id }}"
}
]
},
"matchType": "allConditions",
"operation": "upsert",
"dataTableId": {
"__rl": true,
"mode": "list",
"value": "Y6od4eTrxRkUbtyC",
"cachedResultUrl": "/projects/ZnaXyIe6Nbrn9Af2/datatables/Y6od4eTrxRkUbtyC",
"cachedResultName": "telegram-crm-example"
}
},
"typeVersion": 1
},
{
"id": "5f7ce514-bccc-414d-8337-1d051cf03538",
"name": "메모지1",
"type": "n8n-nodes-base.stickyNote",
"position": [
160,
-304
],
"parameters": {
"color": 6,
"width": 1024,
"height": 256,
"content": "## Get existing sessionID or create a new one\nsessionID is used to store conversation history"
},
"typeVersion": 1
},
{
"id": "cd95f448-16aa-4746-b9bc-89966dbcd1c6",
"name": "세션ID 없거나 /new 입력 시",
"type": "n8n-nodes-base.if",
"position": [
496,
-208
],
"parameters": {
"options": {},
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "or",
"conditions": [
{
"id": "aa9bdac4-3246-4a92-98ed-695640ff93d7",
"operator": {
"type": "object",
"operation": "empty",
"singleValue": true
},
"leftValue": "={{ $json }}",
"rightValue": ""
},
{
"id": "92c64c2d-5a97-4f07-a98d-b4035930bb56",
"operator": {
"type": "string",
"operation": "notExists",
"singleValue": true
},
"leftValue": "={{ $json.sessionID }}",
"rightValue": ""
},
{
"id": "b4e2e2b1-63de-4c57-9218-27bb29e3f18d",
"operator": {
"type": "string",
"operation": "startsWith"
},
"leftValue": "={{ $('Telegram Trigger').item.json.message.text }}",
"rightValue": "/new"
}
]
}
},
"typeVersion": 2.2
},
{
"id": "5281020e-eb31-426c-b123-eb4e1fb0df07",
"name": "심플 메모리",
"type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
"position": [
336,
1424
],
"parameters": {
"sessionKey": "={{ $('Add sessionID to input').item.json.sessionID }}",
"sessionIdType": "customKey",
"contextWindowLength": 10
},
"typeVersion": 1.3
},
{
"id": "a292b5ef-a1d7-48dd-b806-f6a154a1a8a9",
"name": "스위치",
"type": "n8n-nodes-base.switch",
"position": [
432,
192
],
"parameters": {
"rules": {
"values": [
{
"outputKey": "audio input",
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "c0814978-ad52-4537-bdfb-c83b83955df4",
"operator": {
"type": "object",
"operation": "exists",
"singleValue": true
},
"leftValue": "={{ $json.message.voice }}",
"rightValue": ""
}
]
},
"renameOutput": true
},
{
"outputKey": "image input",
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "cc1fd7ef-c1cf-4682-8cad-65833275ff23",
"operator": {
"type": "array",
"operation": "exists",
"singleValue": true
},
"leftValue": "={{ $json.message.photo }}",
"rightValue": ""
}
]
},
"renameOutput": true
},
{
"outputKey": "text input",
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "aeff368c-421b-4823-aeec-dc4473d9ff76",
"operator": {
"type": "string",
"operation": "exists",
"singleValue": true
},
"leftValue": "={{ $json.message.text }}",
"rightValue": ""
}
]
},
"renameOutput": true
}
]
},
"options": {
"fallbackOutput": "extra"
}
},
"typeVersion": 3.3
},
{
"id": "f0f58425-7e6c-4ec7-bd21-849dc6471e1e",
"name": "입력에 세션ID 추가",
"type": "n8n-nodes-base.merge",
"position": [
208,
224
],
"parameters": {
"mode": "combine",
"options": {},
"combineBy": "combineByPosition"
},
"typeVersion": 3.2
},
{
"id": "4661d734-4f58-412f-bb74-9789eb11feb6",
"name": "메모지2",
"type": "n8n-nodes-base.stickyNote",
"position": [
400,
48
],
"parameters": {
"color": 6,
"width": 992,
"height": 944,
"content": "## Process various types of user messages\n- Transcribe audio\n- Analyse image\n- Prepare text message"
},
"typeVersion": 1
},
{
"id": "532435f7-2ed0-4c4c-a783-cd3e2d7761d0",
"name": "매개변수",
"type": "n8n-nodes-base.set",
"position": [
-192,
-48
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "8c23a9c4-8623-41b6-bbe0-e34f0d500611",
"name": "spreadsheet_document_id",
"type": "string",
"value": ""
},
{
"id": "309e133e-faa1-47d3-83f6-77f153da7239",
"name": "sheet_name",
"type": "string",
"value": "Sheet1"
}
]
},
"includeOtherFields": true
},
"typeVersion": 3.4
},
{
"id": "7ac77e30-faf2-4f88-bdee-0bf3e4fcbbe5",
"name": "새 연락처 생성",
"type": "n8n-nodes-base.googleSheetsTool",
"position": [
656,
1488
],
"parameters": {
"columns": {
"value": {
"Email": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Email__using_to_match_', `Contact's email`, 'string') }}",
"Phone": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Phone', `Contact's phone number`, 'string') }}",
"Company": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Company', `Company name`, 'string') }}",
"Full name": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Full_name', `Contact's full name (first name + last name)`, 'string') }}",
"Job title": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Job_title', `Contact's job title`, 'string') }}",
"Meeting notes": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Meeting_notes', `Notes from the meeting with contact`, 'string') }}"
},
"schema": [
{
"id": "Full name",
"type": "string",
"display": true,
"required": false,
"displayName": "Full name",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Email",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "Email",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Phone",
"type": "string",
"display": true,
"required": false,
"displayName": "Phone",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Company",
"type": "string",
"display": true,
"required": false,
"displayName": "Company",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Job title",
"type": "string",
"display": true,
"required": false,
"displayName": "Job title",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Meeting notes",
"type": "string",
"display": true,
"required": false,
"displayName": "Meeting notes",
"defaultMatch": false,
"canBeUsedToMatch": true
}
],
"mappingMode": "defineBelow",
"matchingColumns": [
"Email"
],
"attemptToConvertTypes": false,
"convertFieldsToString": false
},
"options": {
"useAppend": true
},
"operation": "append",
"sheetName": {
"__rl": true,
"mode": "name",
"value": "={{ $('parameters').item.json.sheet_name }}"
},
"documentId": {
"__rl": true,
"mode": "id",
"value": "={{ $('parameters').item.json.spreadsheet_document_id }}"
},
"authentication": "serviceAccount",
"descriptionType": "manual",
"toolDescription": "Create a new contact in CRM"
},
"credentials": {
"googleApi": {
"id": "fwodZhVNzRxPPDoX",
"name": "Google Sheets account"
}
},
"typeVersion": 4.7
},
{
"id": "005acc6f-eb10-47cf-a45f-c8fbe7e0ed01",
"name": "기존 연락처 업데이트",
"type": "n8n-nodes-base.googleSheetsTool",
"position": [
816,
1504
],
"parameters": {
"columns": {
"value": {
"Email": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Email__using_to_match_', `Contact's email`, 'string') }}",
"Phone": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Phone', `Contact's phone number`, 'string') }}",
"Company": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Company', `Company name`, 'string') }}",
"Full name": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Full_name', `Contact's full name (first name + last name)`, 'string') }}",
"Job title": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Job_title', `Contact's job title`, 'string') }}",
"Meeting notes": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Meeting_notes', `Notes from the meeting with contact`, 'string') }}"
},
"schema": [
{
"id": "Full name",
"type": "string",
"display": true,
"required": false,
"displayName": "Full name",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Email",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "Email",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Phone",
"type": "string",
"display": true,
"required": false,
"displayName": "Phone",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Company",
"type": "string",
"display": true,
"required": false,
"displayName": "Company",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Job title",
"type": "string",
"display": true,
"required": false,
"displayName": "Job title",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Meeting notes",
"type": "string",
"display": true,
"required": false,
"displayName": "Meeting notes",
"defaultMatch": false,
"canBeUsedToMatch": true
}
],
"mappingMode": "defineBelow",
"matchingColumns": [
"Email"
],
"attemptToConvertTypes": false,
"convertFieldsToString": false
},
"options": {},
"operation": "appendOrUpdate",
"sheetName": {
"__rl": true,
"mode": "name",
"value": "={{ $('parameters').item.json.sheet_name }}"
},
"documentId": {
"__rl": true,
"mode": "id",
"value": "={{ $('parameters').item.json.spreadsheet_document_id }}"
},
"authentication": "serviceAccount",
"descriptionType": "manual",
"toolDescription": "Update existing contact in CRM"
},
"credentials": {
"googleApi": {
"id": "fwodZhVNzRxPPDoX",
"name": "Google Sheets account"
}
},
"typeVersion": 4.7
},
{
"id": "f842b387-64bb-4555-95aa-43deedb813cb",
"name": "연락처 검색",
"type": "n8n-nodes-base.googleSheetsTool",
"position": [
496,
1456
],
"parameters": {
"options": {},
"filtersUI": {
"values": [
{
"lookupValue": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('values0_Value', `Contact's email`, 'string') }}",
"lookupColumn": "Email"
}
]
},
"sheetName": {
"__rl": true,
"mode": "name",
"value": "={{ $('parameters').item.json.sheet_name }}"
},
"documentId": {
"__rl": true,
"mode": "id",
"value": "={{ $('parameters').item.json.spreadsheet_document_id }}"
},
"authentication": "serviceAccount",
"descriptionType": "manual",
"toolDescription": "Search for an exisitng contact in CRM (by email)"
},
"credentials": {
"googleApi": {
"id": "fwodZhVNzRxPPDoX",
"name": "Google Sheets account"
}
},
"typeVersion": 4.7
},
{
"id": "9fbf58e9-4e04-4cdf-99b9-962cc1659232",
"name": "\"입력 중...\" 전송",
"type": "n8n-nodes-base.telegram",
"position": [
-464,
-256
],
"webhookId": "9e763cc2-de3e-46be-920e-008b9ec3bc5c",
"parameters": {
"chatId": "={{ $('Telegram Trigger').item.json.message.chat.id }}",
"operation": "sendChatAction"
},
"credentials": {
"telegramApi": {
"id": "LeL8GGIOucbE798n",
"name": "n8n_crm_bot"
}
},
"typeVersion": 1.2
},
{
"id": "6f06a5e9-e54d-4333-b720-4234b95d7fd5",
"name": "오디오 파일 가져오기",
"type": "n8n-nodes-base.telegram",
"position": [
752,
352
],
"webhookId": "d89a5bcf-29c4-47c9-856b-6bd2e05a4af4",
"parameters": {
"fileId": "={{ $json.message.voice.file_id }}",
"resource": "file",
"additionalFields": {}
},
"credentials": {
"telegramApi": {
"id": "LeL8GGIOucbE798n",
"name": "n8n_crm_bot"
}
},
"typeVersion": 1.2
},
{
"id": "804bfa01-8a62-46ed-b86b-c3c21776acdf",
"name": "오디오 텍스트 변환",
"type": "@n8n/n8n-nodes-langchain.googleGemini",
"position": [
960,
352
],
"parameters": {
"modelId": {
"__rl": true,
"mode": "list",
"value": "models/gemini-2.5-flash",
"cachedResultName": "models/gemini-2.5-flash"
},
"options": {},
"resource": "audio",
"inputType": "binary"
},
"credentials": {
"googlePalmApi": {
"id": "0C0iIvVLweHKZMa6",
"name": "Google Gemini(PaLM) Api account"
}
},
"typeVersion": 1
},
{
"id": "06564c94-911c-42bc-86a0-9562d02469e4",
"name": "오디오 기록 처리",
"type": "n8n-nodes-base.code",
"position": [
1168,
352
],
"parameters": {
"jsCode": "let new_items = []\nlet index = 0\nfor (const item of $input.all()) {\n let userMessage = \"<transcribed_audio>\" + item.json.content.parts[0].text + \"</transcribed_audio>\";\n \n new_items.push({\n \"userMessage\": userMessage\n })\n\n index += 1;\n}\n\nreturn new_items;"
},
"typeVersion": 2
},
{
"id": "5b0e9ade-60c3-46a6-a00f-2d7183750fb1",
"name": "이미지 분석",
"type": "@n8n/n8n-nodes-langchain.googleGemini",
"position": [
752,
576
],
"parameters": {
"text": "Extract contact information from this image. Look for the following information:\n- first name\n- last name\n- email\n- phone number\n- company name\n- job title",
"modelId": {
"__rl": true,
"mode": "list",
"value": "models/gemini-2.5-flash",
"cachedResultName": "models/gemini-2.5-flash"
},
"options": {},
"resource": "image",
"simplify": false,
"inputType": "binary",
"operation": "analyze"
},
"credentials": {
"googlePalmApi": {
"id": "0C0iIvVLweHKZMa6",
"name": "Google Gemini(PaLM) Api account"
}
},
"typeVersion": 1
},
{
"id": "192ac754-ad6c-46c6-9e93-12833cb00751",
"name": "추출 데이터 처리",
"type": "n8n-nodes-base.code",
"position": [
960,
576
],
"parameters": {
"jsCode": "let new_items = []\nlet index = 0\nfor (const item of $input.all()) {\n let userMessage = \"<extracted_image_content>\" + item.json.candidates[0].content.parts[0].text + \"</extracted_image_content>\";\n let text = $('Switch').itemMatching(index).json.message.caption\n if (text) {\n userMessage += \"\\n\" + text;\n }\n \n new_items.push({\n \"userMessage\": userMessage\n })\n\n index += 1;\n}\n\nreturn new_items;"
},
"typeVersion": 2
},
{
"id": "dba4133a-dd92-4a4f-9170-0b14af98a63d",
"name": "텍스트 입력 처리",
"type": "n8n-nodes-base.code",
"position": [
752,
784
],
"parameters": {
"jsCode": "let new_items = []\nfor (const item of $input.all()) {\n let userMessage = item.json.message.text;\n \n new_items.push({\n \"userMessage\": userMessage\n })\n}\n\nreturn new_items;"
},
"typeVersion": 2
},
{
"id": "2fce79a3-9119-41cc-835a-fe8fb04af738",
"name": "메모지3",
"type": "n8n-nodes-base.stickyNote",
"position": [
-272,
-160
],
"parameters": {
"color": 5,
"width": 256,
"height": 272,
"content": "## Configure\n➤ set spreadsheet document ID\n➤ set sheet name"
},
"typeVersion": 1
},
{
"id": "085c7e80-bd92-4f6b-ad39-b5a6ee2f13ed",
"name": "메모지4",
"type": "n8n-nodes-base.stickyNote",
"position": [
128,
1072
],
"parameters": {
"color": 6,
"width": 832,
"height": 608,
"content": "## AI Agent"
},
"typeVersion": 1
}
],
"active": false,
"pinData": {},
"settings": {
"executionOrder": "v1"
},
"versionId": "d978e1d6-316e-41a6-b579-25d8332e4053",
"connections": {
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],
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},
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}
}
}자주 묻는 질문
이 워크플로우를 어떻게 사용하나요?
위의 JSON 구성 코드를 복사하여 n8n 인스턴스에서 새 워크플로우를 생성하고 "JSON에서 가져오기"를 선택한 후, 구성을 붙여넣고 필요에 따라 인증 설정을 수정하세요.
이 워크플로우는 어떤 시나리오에 적합한가요?
고급
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이 워크플로우는 완전히 무료이며 직접 가져와 사용할 수 있습니다. 다만, 워크플로우에서 사용하는 타사 서비스(예: OpenAI API)는 사용자 직접 비용을 지불해야 할 수 있습니다.
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