Mistral OCR와 Gmail 인공지능 검증을 사용하여 근무 시간 테이블 데이터 추출
고급
이것은Content Creation, Multimodal AI분야의자동화 워크플로우로, 32개의 노드를 포함합니다.주로 Set, Code, Gmail, Switch, Aggregate 등의 노드를 사용하며. Mistral OCR과 Gmail 인공지능 검증을 사용하여 근무 시간 테이블 데이터를 추출
사전 요구사항
- •Google 계정 및 Gmail API 인증 정보
- •Google Drive API 인증 정보
- •대상 API의 인증 정보가 필요할 수 있음
사용된 노드 (32)
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
{
"meta": {
"instanceId": "d2787088d49a05164783f5a9fa37e1730a27b190e51881d2128ba2bcd8c2656e",
"templateCredsSetupCompleted": true
},
"nodes": [
{
"id": "9e684e57-8185-4cdc-9e50-f04772aebc7a",
"name": "'워크플로 테스트' 클릭 시",
"type": "n8n-nodes-base.manualTrigger",
"position": [
-1472,
80
],
"parameters": {},
"typeVersion": 1
},
{
"id": "054e0f32-c0f0-4ce0-bf89-c683a6ec58ae",
"name": "항목 반복2",
"type": "n8n-nodes-base.splitInBatches",
"position": [
-976,
80
],
"parameters": {
"options": {}
},
"typeVersion": 3
},
{
"id": "bfbb9266-7748-42d1-ad5f-ea9fae83cbcf",
"name": "스프레드시트 파일 읽기",
"type": "n8n-nodes-base.spreadsheetFile",
"position": [
16,
112
],
"parameters": {
"options": {
"headerRow": true
}
},
"typeVersion": 1
},
{
"id": "629be4ea-76ae-421a-a6f2-c6c7539e7dec",
"name": "Mistral Cloud Chat Model2",
"type": "@n8n/n8n-nodes-langchain.lmChatMistralCloud",
"position": [
1120,
352
],
"parameters": {
"model": "mistral-small-latest",
"options": {}
},
"credentials": {
"mistralCloudApi": {
"id": "mRwBaVJZsN6hIzkX",
"name": "Mistral Cloud account 2"
}
},
"typeVersion": 1
},
{
"id": "f0e86712-6d3d-4e07-8225-1f073a077f47",
"name": "파일 다운로드",
"type": "n8n-nodes-base.googleDrive",
"position": [
-528,
96
],
"parameters": {
"fileId": {
"__rl": true,
"mode": "id",
"value": "={{ $('Set File ID1').item.json.file_id }}"
},
"options": {
"googleFileConversion": {
"conversion": {
"docsToFormat": "text/plain"
}
}
},
"operation": "download"
},
"credentials": {
"googleDriveOAuth2Api": {
"id": "ukOlw9NKhJMJxRUB",
"name": "Google Drive account 2"
}
},
"executeOnce": true,
"typeVersion": 3
},
{
"id": "e333ce08-7cef-4c9b-93fd-d52bfe8d23a0",
"name": "파일 ID 설정1",
"type": "n8n-nodes-base.set",
"position": [
-752,
96
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "10646eae-ae46-4327-a4dc-9987c2d76173",
"name": "file_id",
"type": "string",
"value": "={{ $json.id }}"
},
{
"id": "f4536df5-d0b1-4392-bf17-b8137fb31a44",
"name": "file_type",
"type": "string",
"value": "={{ $json.mimeType }}"
},
{
"id": "77d782de-169d-4a46-8a8e-a3831c04d90f",
"name": "file_title",
"type": "string",
"value": "={{ $json.name }}"
},
{
"id": "9bde4d7f-e4f3-4ebd-9338-dce1350f9eab",
"name": "file_url",
"type": "string",
"value": "={{ $json.webViewLink }}"
}
]
}
},
"typeVersion": 3.4
},
{
"id": "ce7e73f0-0cb4-4437-b662-012b4434be93",
"name": "파일 및 폴더 검색",
"type": "n8n-nodes-base.googleDrive",
"position": [
-1248,
80
],
"parameters": {
"filter": {
"folderId": {
"__rl": true,
"mode": "list",
"value": ""
}
},
"options": {
"fields": [
"id",
"name",
"webViewLink",
"mimeType",
"*"
]
},
"resource": "fileFolder",
"searchMethod": "query"
},
"credentials": {
"googleDriveOAuth2Api": {
"id": "ukOlw9NKhJMJxRUB",
"name": "Google Drive account 2"
}
},
"typeVersion": 3
},
{
"id": "abe728eb-7a64-4fdc-a287-86a35e35fa87",
"name": "파일 유형 전환",
"type": "n8n-nodes-base.switch",
"position": [
-304,
80
],
"parameters": {
"rules": {
"values": [
{
"outputKey": "pdf/doc",
"conditions": {
"options": {
"version": 1,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "or",
"conditions": [
{
"operator": {
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.file_type }}",
"rightValue": "application/pdf"
},
{
"operator": {
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.file_type }}",
"rightValue": "application/msword"
},
{
"operator": {
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.file_type }}",
"rightValue": "application/vnd.openxmlformats-officedocument.wordprocessingml.document"
},
{
"operator": {
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.file_type }}",
"rightValue": "application/vnd.google-apps.document"
}
]
},
"renameOutput": true
},
{
"outputKey": "excel",
"conditions": {
"options": {
"version": 1,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "or",
"conditions": [
{
"operator": {
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.file_type }}",
"rightValue": "application/vnd.ms-excel"
},
{
"operator": {
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.file_type }}",
"rightValue": "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"
},
{
"operator": {
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.file_type }}",
"rightValue": "application/vnd.google-apps.spreadsheet"
}
]
},
"renameOutput": true
},
{
"outputKey": "image",
"conditions": {
"options": {
"version": 1,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "or",
"conditions": [
{
"operator": {
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.file_type }}",
"rightValue": "image/jpeg"
},
{
"operator": {
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.file_type }}",
"rightValue": "image/png"
},
{
"operator": {
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.file_type }}",
"rightValue": "image/tiff"
},
{
"operator": {
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.file_type }}",
"rightValue": "image/gif"
},
{
"operator": {
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.file_type }}",
"rightValue": "image/bmp"
}
]
},
"renameOutput": true
}
]
},
"options": {
"fallbackOutput": 3
}
},
"typeVersion": 3
},
{
"id": "afe1a432-5596-4b2c-8933-470e256620da",
"name": "메시지 전송",
"type": "n8n-nodes-base.gmail",
"position": [
1952,
112
],
"webhookId": "a53f176d-af13-41b2-9746-51b0136c45f2",
"parameters": {
"sendTo": "addemail",
"message": "=check if give file data match the extracted data\n\n\n {{ $json.email_body }}",
"options": {},
"subject": "timesheet approval required",
"operation": "sendAndWait",
"formFields": {
"values": [
{
"fieldLabel": "original file ",
"placeholder": "={{ $('Download File').item.json.file_url }}"
},
{
"fieldType": "dropdown",
"fieldLabel": "is output accurate ",
"fieldOptions": {
"values": [
{
"option": "yes"
},
{
"option": "no"
}
]
}
},
{
"fieldLabel": "comments for correction"
}
]
},
"responseType": "customForm"
},
"credentials": {
"gmailOAuth2": {
"id": "sKkv4c543Gh7w7yJ",
"name": "Gmail account 2 rn"
}
},
"typeVersion": 2.1
},
{
"id": "55f11060-67a1-4388-ad54-a78e3b82fb59",
"name": "HTTP Request1",
"type": "n8n-nodes-base.httpRequest",
"onError": "continueErrorOutput",
"position": [
-32,
384
],
"parameters": {
"url": "https://universal-file-to-text-extractor.vercel.app/extract",
"method": "POST",
"options": {},
"sendBody": true,
"contentType": "multipart-form-data",
"bodyParameters": {
"parameters": [
{
"name": "mode",
"value": "single"
},
{
"name": "output_type",
"value": "jsonl"
},
{
"name": "files",
"parameterType": "formBinaryData",
"inputDataFieldName": "data"
},
{
"name": "include_images",
"value": "true"
}
]
}
},
"typeVersion": 4.2
},
{
"id": "508571a6-e26b-488d-aca5-3792b1eec2ff",
"name": "필드 편집3",
"type": "n8n-nodes-base.set",
"position": [
-64,
-176
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "e5bd95ba-8269-404a-bf9d-fa0d25398b59",
"name": "",
"type": "string",
"value": ""
}
]
},
"includeOtherFields": true
},
"typeVersion": 3.4
},
{
"id": "3756f590-1c44-4739-a673-7cba930b5cb9",
"name": "Mistral Upload",
"type": "n8n-nodes-base.httpRequest",
"position": [
160,
-176
],
"parameters": {
"url": "https://api.mistral.ai/v1/files",
"method": "POST",
"options": {},
"sendBody": true,
"contentType": "multipart-form-data",
"authentication": "predefinedCredentialType",
"bodyParameters": {
"parameters": [
{
"name": "purpose",
"value": "ocr"
},
{
"name": "file",
"parameterType": "formBinaryData",
"inputDataFieldName": "data"
}
]
},
"nodeCredentialType": "mistralCloudApi"
},
"credentials": {
"mistralCloudApi": {
"id": "mRwBaVJZsN6hIzkX",
"name": "Mistral Cloud account 2"
}
},
"typeVersion": 4.2
},
{
"id": "0074468b-7fbb-4590-a8d5-2506f27f7695",
"name": "Mistral Signed URL",
"type": "n8n-nodes-base.httpRequest",
"position": [
400,
-176
],
"parameters": {
"url": "=https://api.mistral.ai/v1/files/{{ $json.id }}/url",
"options": {},
"sendQuery": true,
"sendHeaders": true,
"authentication": "predefinedCredentialType",
"queryParameters": {
"parameters": [
{
"name": "expiry",
"value": "1"
}
]
},
"headerParameters": {
"parameters": [
{
"name": "Accept",
"value": "application/json"
}
]
},
"nodeCredentialType": "mistralCloudApi"
},
"credentials": {
"mistralCloudApi": {
"id": "mRwBaVJZsN6hIzkX",
"name": "Mistral Cloud account 2"
}
},
"typeVersion": 4.2
},
{
"id": "82260a41-2b95-46b7-bff2-ccfcab9140ce",
"name": "Mistral DOC OCR",
"type": "n8n-nodes-base.httpRequest",
"position": [
608,
-176
],
"parameters": {
"url": "https://api.mistral.ai/v1/ocr",
"method": "POST",
"options": {},
"jsonBody": "={\n \"model\": \"mistral-ocr-latest\",\n \"document\": {\n \"document_url\": \"{{ $json.url }}\"\n },\n \"bbox_annotation_format\": {\n \"type\": \"json_schema\",\n \"json_schema\": {\n \"schema\": {\n \"properties\": {\n \"image_type\": { \"title\": \"Image_Type\", \"type\": \"string\", \"description\": \"type of image\" },\n \"short_description\": { \"title\": \"Short_Description\", \"type\": \"string\", \"description\": \"short description\" },\n \"summary\": { \"title\": \"Summary\", \"type\": \"string\", \"description\": \"summary of the image\" }\n },\n \"required\": [\"image_type\",\"short_description\",\"summary\"],\n \"title\": \"BBOXAnnotation\",\n \"type\": \"object\",\n \"additionalProperties\": false\n },\n \"name\": \"bbox_annotation\",\n \"strict\": true\n }\n },\n \"include_image_base64\": false\n}\n",
"sendBody": true,
"specifyBody": "json",
"authentication": "predefinedCredentialType",
"nodeCredentialType": "mistralCloudApi"
},
"credentials": {
"mistralCloudApi": {
"id": "mRwBaVJZsN6hIzkX",
"name": "Mistral Cloud account 2"
}
},
"typeVersion": 4.2
},
{
"id": "3455c653-2b35-456d-8fb2-d5b99b3f9a9a",
"name": "집계",
"type": "n8n-nodes-base.aggregate",
"position": [
464,
112
],
"parameters": {
"options": {},
"aggregate": "aggregateAllItemData"
},
"typeVersion": 1
},
{
"id": "599c0eb8-803e-4450-966e-03672229f4f0",
"name": "파일 업로드",
"type": "n8n-nodes-base.googleDrive",
"position": [
2160,
112
],
"parameters": {
"driveId": {
"__rl": true,
"mode": "list",
"value": "My Drive"
},
"options": {},
"folderId": {
"__rl": true,
"mode": "list",
"value": "root",
"cachedResultName": "/ (Root folder)"
}
},
"credentials": {
"googleDriveOAuth2Api": {
"id": "ukOlw9NKhJMJxRUB",
"name": "Google Drive account 2"
}
},
"typeVersion": 3
},
{
"id": "4c96020e-fa32-4c26-bde9-ace0c69175b0",
"name": "스티커 메모",
"type": "n8n-nodes-base.stickyNote",
"position": [
-1312,
-64
],
"parameters": {
"color": 4,
"height": 320,
"content": "## GET ALL TIMESHEET FROM GOOGLE DRIVE "
},
"typeVersion": 1
},
{
"id": "1b74e71a-8bc8-4c40-adf2-26d7633687a6",
"name": "스티커 메모1",
"type": "n8n-nodes-base.stickyNote",
"position": [
-112,
-256
],
"parameters": {
"width": 896,
"height": 208,
"content": "## MISTRAL OCR \nfor extraction of data from pdf or doc\n"
},
"typeVersion": 1
},
{
"id": "4fe48089-1a95-43ae-8e9a-af3018321acc",
"name": "스티커 메모2",
"type": "n8n-nodes-base.stickyNote",
"position": [
-288,
368
],
"parameters": {
"width": 1232,
"content": "## image ocr extraction \n"
},
"typeVersion": 1
},
{
"id": "2e823691-2dfc-4761-bb25-d6f4ab7495ab",
"name": "스티커 메모3",
"type": "n8n-nodes-base.stickyNote",
"position": [
1360,
48
],
"parameters": {
"width": 416,
"height": 208,
"content": "## clean and format data into table \n"
},
"typeVersion": 1
},
{
"id": "3b3c8a3c-c27d-442f-9351-933c9340244f",
"name": "스티커 메모4",
"type": "n8n-nodes-base.stickyNote",
"position": [
1008,
16
],
"parameters": {
"width": 288,
"height": 240,
"content": "## AI Agent \nto clean and format exctracred data"
},
"typeVersion": 1
},
{
"id": "19fa9b90-2692-48c3-b440-acacb9e5b5b5",
"name": "스티커 메모5",
"type": "n8n-nodes-base.stickyNote",
"position": [
1840,
32
],
"parameters": {
"width": 480,
"height": 272,
"content": "## send for verification and wait for response if accepted save to drive"
},
"typeVersion": 1
},
{
"id": "896f8922-00ed-4906-8739-c0ff00432441",
"name": "스티커 메모6",
"type": "n8n-nodes-base.stickyNote",
"position": [
-64,
48
],
"parameters": {
"width": 880,
"height": 192,
"content": "## EXCEL EXCTRATOR\nconvert excel to json"
},
"typeVersion": 1
},
{
"id": "444cbca3-8ed1-414c-91fc-92ca6ef04a05",
"name": "스티커 메모7",
"type": "n8n-nodes-base.stickyNote",
"position": [
-672,
0
],
"parameters": {
"width": 352,
"height": 256,
"content": "## DOWNLOAD TIMESHEETS"
},
"typeVersion": 1
},
{
"id": "c6b6a8d7-a433-4d56-9bb9-01667580cea2",
"name": "추출 데이터 정리 및 포맷팅 AI 에이전트",
"type": "@n8n/n8n-nodes-langchain.agent",
"position": [
1040,
128
],
"parameters": {
"text": "=You must respond ONLY with valid raw rendered JSON.\n- Do NOT include the word \"json\".\n- Do NOT include the word \"```json\".\n- Do NOT use triple backticks or markdown formatting.\n- Do NOT wrap the response in any key like \"output\".\n- Do NOT write anything starting at output directly start with valid root-level JSON.\n- Only respond with a valid, root-level JSON object.\n- Do NOT skip any line item. \n\n\n{{ $json.content }}\n",
"options": {
"systemMessage": "=your sole function is to be a meticulous data extraction AI. Your task is to analyze the provided timesheet documents (images, PDFs, etc.) and convert the information into a structured JSON format with absolute precision, following the rules below.\n\n For each timesheet, first extract all summary-level information into the document_info object. This includes the contractor's name, the client or project name, the manager's name (if available), the end date of the timesheet period, and the total hours for the week.\n\n Next, extract each daily work log as an individual item. Process all daily entries sequentially. Each day worked must become a single object in the time_entries list. Ensure all fields for that day (date, day of the week, hours worked, and any description/notes) are correctly populated in its corresponding object.\n\nOutput Format\n\n#You must respond ONLY with valid raw rendered JSON.\n\n-Do NOT include the word \"json\".\n\n-Do NOT include ```json.\n\n-Do NOT use triple backticks or markdown formatting.\n\n-Do NOT wrap the response in any key like \"output\".\n\n-Do NOT write anything before the opening [ of the JSON array.\n\n-Only respond with a valid, root-level JSON array.\n\nDo NOT skip any daily line item. Continue extracting all line items until the sum of all hours_worked values from the time_entries array exactly equals the total_hours value extracted into the document_info object. This verification ensures that all entries are fully extracted and no entries are missed. If the totals do not match, keep parsing and extracting additional line items until they do. Only then stop\noutput format\n\n[\n {\n \"document_info\": {\n \"type\": null,\n \"date\": null,\n \"customer_name\": null,\n \"customer_number\": null,\n \"supplier_number\": null,\n \"order_number\": null\n },\n \"requested_items\": [\n {\n \"pos\": null,\n \"article_number\": null,\n \"customer_article_number\": null,\n \"article_name\": null,\n \"quantity\": null,\n \"unit\": null,\n \"delivery_date\": null\n }\n ]\n }\n]\n"
},
"promptType": "define"
},
"typeVersion": 1.9
},
{
"id": "0bd7a945-f240-4d42-8874-05f0d60d1b53",
"name": "스티커 메모8",
"type": "n8n-nodes-base.stickyNote",
"position": [
-1024,
-64
],
"parameters": {
"width": 208,
"height": 304,
"content": "## loop over each file"
},
"typeVersion": 1
},
{
"id": "ffc35899-5102-48ae-afdb-c025c5e199dd",
"name": "Excel 데이터 형식 정리",
"type": "n8n-nodes-base.code",
"position": [
256,
112
],
"parameters": {
"jsCode": "// Convert Excel serial date -> YYYY-MM-DD\nconst base = new Date(Date.UTC(1899, 11, 30));\nfunction fromSerial(s) {\n if (!s || isNaN(Number(s))) return s; // skip if not a number\n const ms = Number(s) * 86400 * 1000;\n return new Date(base.getTime() + ms).toISOString().slice(0, 10);\n}\n\nreturn items.map(item => {\n let row = { ...item.json };\n\n // Convert possible date fields\n if (row.__EMPTY && !isNaN(row.__EMPTY)) {\n row.__EMPTY = fromSerial(row.__EMPTY);\n }\n if (row.__EMPTY_1 && !isNaN(row.__EMPTY_1) && row[\" Contractor Timesheet\"]?.includes(\"Weekending\")) {\n row.__EMPTY_1 = fromSerial(row.__EMPTY_1);\n }\n\n return { json: row };\n});\n"
},
"typeVersion": 2
},
{
"id": "c2cde62a-8f6f-45c5-aa6c-1f8a05a9ddf8",
"name": "출력 정규화",
"type": "n8n-nodes-base.set",
"position": [
624,
112
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "530eae36-2bc2-4f6f-8755-73b44da913e4",
"name": "content",
"type": "string",
"value": "={{ $json.data }}"
}
]
}
},
"typeVersion": 3.4
},
{
"id": "b2247031-284b-4312-9169-9782948610eb",
"name": "출력 정규화1",
"type": "n8n-nodes-base.set",
"position": [
816,
-64
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "cefc6cbe-dcc3-4cd5-bf3c-735320ece1fe",
"name": "content",
"type": "string",
"value": "={{ $json.pages[0].markdown }}"
}
]
}
},
"typeVersion": 3.4
},
{
"id": "fd2bc3ff-fd6b-49f5-ab9a-6479ea55a565",
"name": "출력 정규화2",
"type": "n8n-nodes-base.set",
"position": [
560,
368
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "cefc6cbe-dcc3-4cd5-bf3c-735320ece1fe",
"name": "content",
"type": "string",
"value": "={{ JSON.parse($json[\"data\"][0]).blocks[0].content }}"
}
]
}
},
"typeVersion": 3.4
},
{
"id": "4d85c2d7-a657-42a0-a6ab-c001e8dfd27e",
"name": "AI 출력 정리",
"type": "n8n-nodes-base.code",
"position": [
1392,
128
],
"parameters": {
"jsCode": "// input[0].json contains your JSON\nconst outputString = $json[\"output\"];\n\n// Parse the string\nconst parsedJSON = JSON.parse(outputString);\n\n// Return as n8n items\nreturn parsedJSON.map(item => ({ json: item }));\n"
},
"typeVersion": 2
},
{
"id": "2120ff01-feb7-43fe-ad96-d2dc3c139dbf",
"name": "json to html",
"type": "n8n-nodes-base.code",
"position": [
1664,
128
],
"parameters": {
"jsCode": "const data = $items()[0].json;\n\nlet html = `\n<h2>Timesheet Verification</h2>\n<p>Contractor: ${data.document_info.contractor_name}<br>\nClient: ${data.document_info.client_name}<br>\nManager: ${data.document_info.manager_name}<br>\nEnd Date: ${data.document_info.end_date}<br>\nTotal Hours: ${data.document_info.total_hours}</p>\n\n<table border=\"1\" cellpadding=\"5\" cellspacing=\"0\">\n<tr>\n<th>Day</th>\n<th>Date</th>\n<th>Hours</th>\n<th>Description</th>\n</tr>\n`;\n\ndata.time_entries.forEach(entry => {\n // Safely handle null or empty description\n const desc = entry.description ? entry.description.replace(/\\n/g, '<br>') : '';\n \n html += `\n<tr>\n<td>${entry.day_of_week}</td>\n<td>${entry.date}</td>\n<td>${entry.hours_worked}</td>\n<td>${desc}</td>\n</tr>`;\n});\n\nhtml += `</table>`;\n\nreturn [{ json: { email_body: html } }];\n"
},
"typeVersion": 2
}
],
"pinData": {},
"connections": {
"3455c653-2b35-456d-8fb2-d5b99b3f9a9a": {
"main": [
[
{
"node": "c2cde62a-8f6f-45c5-aa6c-1f8a05a9ddf8",
"type": "main",
"index": 0
}
]
]
},
"508571a6-e26b-488d-aca5-3792b1eec2ff": {
"main": [
[
{
"node": "3756f590-1c44-4739-a673-7cba930b5cb9",
"type": "main",
"index": 0
}
]
]
},
"e333ce08-7cef-4c9b-93fd-d52bfe8d23a0": {
"main": [
[
{
"node": "f0e86712-6d3d-4e07-8225-1f073a077f47",
"type": "main",
"index": 0
}
]
]
},
"2120ff01-feb7-43fe-ad96-d2dc3c139dbf": {
"main": [
[
{
"node": "afe1a432-5596-4b2c-8933-470e256620da",
"type": "main",
"index": 0
}
]
]
},
"f0e86712-6d3d-4e07-8225-1f073a077f47": {
"main": [
[
{
"node": "abe728eb-7a64-4fdc-a287-86a35e35fa87",
"type": "main",
"index": 0
}
]
]
},
"55f11060-67a1-4388-ad54-a78e3b82fb59": {
"main": [
[
{
"node": "fd2bc3ff-fd6b-49f5-ab9a-6479ea55a565",
"type": "main",
"index": 0
}
]
]
},
"3756f590-1c44-4739-a673-7cba930b5cb9": {
"main": [
[
{
"node": "0074468b-7fbb-4590-a8d5-2506f27f7695",
"type": "main",
"index": 0
}
]
]
},
"afe1a432-5596-4b2c-8933-470e256620da": {
"main": [
[
{
"node": "054e0f32-c0f0-4ce0-bf89-c683a6ec58ae",
"type": "main",
"index": 0
},
{
"node": "599c0eb8-803e-4450-966e-03672229f4f0",
"type": "main",
"index": 0
}
]
]
},
"82260a41-2b95-46b7-bff2-ccfcab9140ce": {
"main": [
[
{
"node": "b2247031-284b-4312-9169-9782948610eb",
"type": "main",
"index": 0
}
]
]
},
"4d85c2d7-a657-42a0-a6ab-c001e8dfd27e": {
"main": [
[
{
"node": "2120ff01-feb7-43fe-ad96-d2dc3c139dbf",
"type": "main",
"index": 0
}
]
]
},
"054e0f32-c0f0-4ce0-bf89-c683a6ec58ae": {
"main": [
[],
[
{
"node": "e333ce08-7cef-4c9b-93fd-d52bfe8d23a0",
"type": "main",
"index": 0
}
]
]
},
"abe728eb-7a64-4fdc-a287-86a35e35fa87": {
"main": [
[
{
"node": "508571a6-e26b-488d-aca5-3792b1eec2ff",
"type": "main",
"index": 0
}
],
[
{
"node": "bfbb9266-7748-42d1-ad5f-ea9fae83cbcf",
"type": "main",
"index": 0
}
],
[
{
"node": "55f11060-67a1-4388-ad54-a78e3b82fb59",
"type": "main",
"index": 0
}
]
]
},
"c2cde62a-8f6f-45c5-aa6c-1f8a05a9ddf8": {
"main": [
[
{
"node": "c6b6a8d7-a433-4d56-9bb9-01667580cea2",
"type": "main",
"index": 0
}
]
]
},
"b2247031-284b-4312-9169-9782948610eb": {
"main": [
[
{
"node": "c6b6a8d7-a433-4d56-9bb9-01667580cea2",
"type": "main",
"index": 0
}
]
]
},
"fd2bc3ff-fd6b-49f5-ab9a-6479ea55a565": {
"main": [
[
{
"node": "c6b6a8d7-a433-4d56-9bb9-01667580cea2",
"type": "main",
"index": 0
}
]
]
},
"0074468b-7fbb-4590-a8d5-2506f27f7695": {
"main": [
[
{
"node": "82260a41-2b95-46b7-bff2-ccfcab9140ce",
"type": "main",
"index": 0
}
]
]
},
"bfbb9266-7748-42d1-ad5f-ea9fae83cbcf": {
"main": [
[
{
"node": "ffc35899-5102-48ae-afdb-c025c5e199dd",
"type": "main",
"index": 0
}
]
]
},
"ffc35899-5102-48ae-afdb-c025c5e199dd": {
"main": [
[
{
"node": "3455c653-2b35-456d-8fb2-d5b99b3f9a9a",
"type": "main",
"index": 0
}
]
]
},
"ce7e73f0-0cb4-4437-b662-012b4434be93": {
"main": [
[
{
"node": "054e0f32-c0f0-4ce0-bf89-c683a6ec58ae",
"type": "main",
"index": 0
}
]
]
},
"629be4ea-76ae-421a-a6f2-c6c7539e7dec": {
"ai_languageModel": [
[
{
"node": "c6b6a8d7-a433-4d56-9bb9-01667580cea2",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"9e684e57-8185-4cdc-9e50-f04772aebc7a": {
"main": [
[
{
"node": "ce7e73f0-0cb4-4437-b662-012b4434be93",
"type": "main",
"index": 0
}
]
]
},
"c6b6a8d7-a433-4d56-9bb9-01667580cea2": {
"main": [
[
{
"node": "4d85c2d7-a657-42a0-a6ab-c001e8dfd27e",
"type": "main",
"index": 0
}
]
]
}
}
}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 - 콘텐츠 제작, 멀티모달 AI
유료인가요?
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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