문서 수집
고급
이것은Miscellaneous, AI RAG, Multimodal AI분야의자동화 워크플로우로, 28개의 노드를 포함합니다.주로 If, Form, Crypto, Switch, FormTrigger 등의 노드를 사용하며. Google Drive, Sheets 및 OpenAI를 사용한 문서 수집 및 RAG 시스템 자동화
사전 요구사항
- •Google Drive API 인증 정보
- •Google Sheets API 인증 정보
- •OpenAI API Key
- •Pinecone API Key
사용된 노드 (28)
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": "E7mxB80W3c9Uweby",
"meta": {
"instanceId": "25cc25b200fc96ccf1fc82139ce77c996ff26ff830eec6163a8c6327ac3cf81f",
"templateCredsSetupCompleted": true
},
"name": "IngestionDocs",
"tags": [],
"nodes": [
{
"id": "659f0ec6-ad2a-40c5-a34d-2e0b6458983f",
"name": "Pinecone Vector Store",
"type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
"position": [
-1296,
-880
],
"parameters": {
"mode": "insert",
"options": {
"pineconeNamespace": "={{ $('Loop Over Items').item.json.name }}"
},
"pineconeIndex": {
"__rl": true,
"mode": "list",
"value": "n8n-nodes",
"cachedResultName": "n8n-nodes"
}
},
"credentials": {
"pineconeApi": {
"id": "yfFfaoW2yv9fSOxK",
"name": "PineconeApi account-Mohamed"
}
},
"notesInFlow": true,
"typeVersion": 1.2
},
{
"id": "ee09bd49-c94e-49e4-8804-6e2bfb9c800e",
"name": "Embeddings OpenAI",
"type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
"position": [
-1440,
-288
],
"parameters": {
"model": "=text-embedding-3-large",
"options": {}
},
"credentials": {
"openAiApi": {
"id": "K08FC4h7qYhGg8LO",
"name": "OpenAi account-mohamed"
}
},
"typeVersion": 1.2
},
{
"id": "b9fe4362-9e36-49ac-ac65-229d87be4684",
"name": "기본 데이터 로더",
"type": "@n8n/n8n-nodes-langchain.documentDefaultDataLoader",
"position": [
-1248,
-352
],
"parameters": {
"options": {
"metadata": {
"metadataValues": [
{
"name": "file_id",
"value": "={{ $('Loop Over Items').item.json.id }}"
},
{
"name": "file_name",
"value": "={{ $('Loop Over Items').item.json.name }}"
}
]
},
"splitPages": true
},
"dataType": "binary"
},
"typeVersion": 1
},
{
"id": "5215d6e4-d0c3-4fb4-b990-27bffaed58ab",
"name": "재귀적 문자 텍스트 분할기",
"type": "@n8n/n8n-nodes-langchain.textSplitterRecursiveCharacterTextSplitter",
"position": [
-1232,
-176
],
"parameters": {
"options": {},
"chunkOverlap": 10
},
"typeVersion": 1
},
{
"id": "6f1fa97d-ae85-467e-a580-4a466a100dd1",
"name": "메모지2",
"type": "n8n-nodes-base.stickyNote",
"position": [
-1776,
-944
],
"parameters": {
"width": 596,
"height": 256,
"content": "## Generate the knowledge base\n"
},
"typeVersion": 1
},
{
"id": "c64062de-4e0f-4c4a-b4c8-655c58599e5c",
"name": "파일 및 폴더 검색",
"type": "n8n-nodes-base.googleDrive",
"position": [
-3184,
-880
],
"parameters": {
"filter": {
"folderId": {
"__rl": true,
"mode": "list",
"value": "1vQo4Er5h-4KEZoYCmHX-J4S9TRK5zpj-",
"cachedResultUrl": "https://drive.google.com/drive/folders/1vQo4Er5h-4KEZoYCmHX-J4S9TRK5zpj-",
"cachedResultName": "manuals"
}
},
"options": {
"fields": [
"mimeType",
"id",
"name"
]
},
"resource": "fileFolder",
"returnAll": true
},
"credentials": {
"googleDriveOAuth2Api": {
"id": "SNZRUZHTrIWHcYnV",
"name": "Google Drive account"
}
},
"typeVersion": 3
},
{
"id": "5efcafb7-c507-4a90-af5e-a6bc568704c6",
"name": "파일 다운로드",
"type": "n8n-nodes-base.googleDrive",
"position": [
-2480,
-848
],
"parameters": {
"fileId": {
"__rl": true,
"mode": "id",
"value": "={{ $json.id }}"
},
"options": {},
"operation": "download"
},
"credentials": {
"googleDriveOAuth2Api": {
"id": "SNZRUZHTrIWHcYnV",
"name": "Google Drive account"
}
},
"typeVersion": 3,
"alwaysOutputData": false
},
{
"id": "aa951e91-0d95-4546-8050-f41bbb65ebbc",
"name": "해시 생성",
"type": "n8n-nodes-base.crypto",
"position": [
-2304,
-864
],
"parameters": {
"type": "SHA256",
"binaryData": true,
"dataPropertyName": "hash"
},
"typeVersion": 1
},
{
"id": "5de17e85-6fd2-4411-91d7-82e645dd637c",
"name": "레코드 관리자 검색",
"type": "n8n-nodes-base.googleSheets",
"position": [
-2080,
-880
],
"parameters": {
"options": {},
"filtersUI": {
"values": [
{
"lookupValue": "={{ $json.id }}",
"lookupColumn": "Id"
}
]
},
"sheetName": {
"__rl": true,
"mode": "list",
"value": "gid=0",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/1HxJuA-ph6qvFmLzccKpM1XJeJHzELmvQzqJeqiRaC0U/edit#gid=0",
"cachedResultName": "dataBase"
},
"documentId": {
"__rl": true,
"mode": "list",
"value": "1HxJuA-ph6qvFmLzccKpM1XJeJHzELmvQzqJeqiRaC0U",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/1HxJuA-ph6qvFmLzccKpM1XJeJHzELmvQzqJeqiRaC0U/edit?usp=drivesdk",
"cachedResultName": "recordManger"
}
},
"credentials": {
"googleSheetsOAuth2Api": {
"id": "nZaANha3gFxGGxCB",
"name": "Google Sheets account"
}
},
"typeVersion": 4.7,
"alwaysOutputData": true
},
{
"id": "b6a4b15e-b0ac-490b-af1a-06d68d5c9929",
"name": "스위치",
"type": "n8n-nodes-base.switch",
"position": [
-1984,
-656
],
"parameters": {
"rules": {
"values": [
{
"outputKey": "New Document",
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "ff4d1294-192a-4f71-9983-53f0036c7d1c",
"operator": {
"type": "object",
"operation": "empty",
"singleValue": true
},
"leftValue": "={{ $('searchRecordManger').item.json }}",
"rightValue": ""
}
]
},
"renameOutput": true
},
{
"outputKey": "Already processed",
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "314d1d08-928b-42e3-839d-7948004d4229",
"operator": {
"name": "filter.operator.equals",
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $('searchRecordManger').item.json.hashId }}",
"rightValue": "={{ $('createHash').item.json.hash }}"
}
]
},
"renameOutput": true
},
{
"outputKey": "Updated Document",
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "68f55445-fe7e-4fa6-94af-081f2cae339e",
"operator": {
"type": "string",
"operation": "notEquals"
},
"leftValue": "={{ $('searchRecordManger').item.json.hashId }}",
"rightValue": "={{ $('createHash').item.json.hash }}"
}
]
},
"renameOutput": true
}
]
},
"options": {}
},
"typeVersion": 3.2
},
{
"id": "2e4f30bb-fcc1-4510-90b3-ac35d619ee2f",
"name": "항목 반복",
"type": "n8n-nodes-base.splitInBatches",
"position": [
-2944,
-896
],
"parameters": {
"options": {}
},
"typeVersion": 3
},
{
"id": "d213ec9a-3b8d-4a84-b90e-eb9fa9310795",
"name": "메모지",
"type": "n8n-nodes-base.stickyNote",
"position": [
-3040,
-960
],
"parameters": {
"width": 976,
"height": 560,
"content": "## Record Manger\n"
},
"typeVersion": 1
},
{
"id": "f82520c5-8a45-455d-a2ac-faddc4a285b0",
"name": "레코드 관리자에 추가",
"type": "n8n-nodes-base.googleSheets",
"position": [
-1712,
-896
],
"parameters": {
"columns": {
"value": {
"Id": "={{ $('Loop Over Items').item.json.id }}",
"name": "={{ $('Loop Over Items').item.json.name }}",
"hashId": "={{ $('createHash').item.json.hash }}"
},
"schema": [
{
"id": "Id",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "Id",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "hashId",
"type": "string",
"display": true,
"required": false,
"displayName": "hashId",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "name",
"type": "string",
"display": true,
"required": false,
"displayName": "name",
"defaultMatch": false,
"canBeUsedToMatch": true
}
],
"mappingMode": "defineBelow",
"matchingColumns": [
"Id"
],
"attemptToConvertTypes": false,
"convertFieldsToString": false
},
"options": {},
"operation": "appendOrUpdate",
"sheetName": {
"__rl": true,
"mode": "list",
"value": "gid=0",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/1HxJuA-ph6qvFmLzccKpM1XJeJHzELmvQzqJeqiRaC0U/edit#gid=0",
"cachedResultName": "dataBase"
},
"documentId": {
"__rl": true,
"mode": "list",
"value": "1HxJuA-ph6qvFmLzccKpM1XJeJHzELmvQzqJeqiRaC0U",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/1HxJuA-ph6qvFmLzccKpM1XJeJHzELmvQzqJeqiRaC0U/edit?usp=drivesdk",
"cachedResultName": "recordManger"
}
},
"credentials": {
"googleSheetsOAuth2Api": {
"id": "nZaANha3gFxGGxCB",
"name": "Google Sheets account"
}
},
"typeVersion": 4.7
},
{
"id": "bcbb5938-630a-4a4e-aac1-ca88e09c2cc4",
"name": "Pinecone Vector Store1",
"type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
"position": [
-1296,
-560
],
"parameters": {
"mode": "insert",
"options": {
"clearNamespace": true,
"pineconeNamespace": "={{ $('Loop Over Items').item.json.name }}"
},
"pineconeIndex": {
"__rl": true,
"mode": "list",
"value": "n8n-nodes",
"cachedResultName": "n8n-nodes"
}
},
"credentials": {
"pineconeApi": {
"id": "yfFfaoW2yv9fSOxK",
"name": "PineconeApi account-Mohamed"
}
},
"notesInFlow": true,
"typeVersion": 1.2
},
{
"id": "f82f9e5b-14bd-47bd-ab53-af6ba278ec71",
"name": "레코드 관리자 업데이트",
"type": "n8n-nodes-base.googleSheets",
"position": [
-1696,
-576
],
"parameters": {
"columns": {
"value": {
"Id": "{{ $('Loop Over Items').item.json.id }}",
"hashId": "{{ $('createHash').item.json.hash }}"
},
"schema": [
{
"id": "Id",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "Id",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "hashId",
"type": "string",
"display": true,
"required": false,
"displayName": "hashId",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "name",
"type": "string",
"display": true,
"required": false,
"displayName": "name",
"defaultMatch": false,
"canBeUsedToMatch": true
}
],
"mappingMode": "defineBelow",
"matchingColumns": [
"Id"
],
"attemptToConvertTypes": false,
"convertFieldsToString": false
},
"options": {},
"operation": "appendOrUpdate",
"sheetName": {
"__rl": true,
"mode": "list",
"value": "gid=0",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/1HxJuA-ph6qvFmLzccKpM1XJeJHzELmvQzqJeqiRaC0U/edit#gid=0",
"cachedResultName": "dataBase"
},
"documentId": {
"__rl": true,
"mode": "list",
"value": "1HxJuA-ph6qvFmLzccKpM1XJeJHzELmvQzqJeqiRaC0U",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/1HxJuA-ph6qvFmLzccKpM1XJeJHzELmvQzqJeqiRaC0U/edit?usp=drivesdk",
"cachedResultName": "recordManger"
}
},
"credentials": {
"googleSheetsOAuth2Api": {
"id": "nZaANha3gFxGGxCB",
"name": "Google Sheets account"
}
},
"typeVersion": 4.7
},
{
"id": "a2d06bb3-fca2-474a-ae87-f86d0b81a140",
"name": "메모지3",
"type": "n8n-nodes-base.stickyNote",
"position": [
-1776,
-640
],
"parameters": {
"width": 596,
"height": 256,
"content": "## Update the knowledge base\n"
},
"typeVersion": 1
},
{
"id": "d75115f8-e851-497e-8c74-99bbdd5c67cc",
"name": "파일 다운로드1",
"type": "n8n-nodes-base.googleDrive",
"position": [
-1504,
-880
],
"parameters": {
"fileId": {
"__rl": true,
"mode": "id",
"value": "={{ $('Loop Over Items').item.json.id }}"
},
"options": {},
"operation": "download"
},
"credentials": {
"googleDriveOAuth2Api": {
"id": "SNZRUZHTrIWHcYnV",
"name": "Google Drive account"
}
},
"typeVersion": 3
},
{
"id": "97fe85f4-cc36-4282-8482-b6c2c8d21377",
"name": "파일 다운로드2",
"type": "n8n-nodes-base.googleDrive",
"position": [
-1488,
-560
],
"parameters": {
"fileId": {
"__rl": true,
"mode": "id",
"value": "={{ $('Loop Over Items').item.json.id }}"
},
"options": {},
"operation": "download"
},
"credentials": {
"googleDriveOAuth2Api": {
"id": "SNZRUZHTrIWHcYnV",
"name": "Google Drive account"
}
},
"typeVersion": 3
},
{
"id": "4c136bf8-ce5e-426e-803e-822dcd48ad0d",
"name": "생성",
"type": "n8n-nodes-base.googleDriveTrigger",
"position": [
-3504,
-1024
],
"parameters": {
"event": "fileCreated",
"options": {},
"pollTimes": {
"item": [
{
"mode": "everyMinute"
}
]
},
"triggerOn": "specificFolder",
"folderToWatch": {
"__rl": true,
"mode": "list",
"value": "1vQo4Er5h-4KEZoYCmHX-J4S9TRK5zpj-",
"cachedResultUrl": "https://drive.google.com/drive/folders/1vQo4Er5h-4KEZoYCmHX-J4S9TRK5zpj-",
"cachedResultName": "manuals"
}
},
"credentials": {
"googleDriveOAuth2Api": {
"id": "SNZRUZHTrIWHcYnV",
"name": "Google Drive account"
}
},
"typeVersion": 1
},
{
"id": "afdb2eeb-1bbc-4e4e-b88c-b6b6edce4e3b",
"name": "업데이트",
"type": "n8n-nodes-base.googleDriveTrigger",
"position": [
-3488,
-752
],
"parameters": {
"event": "fileUpdated",
"options": {},
"pollTimes": {
"item": [
{
"mode": "everyMinute"
}
]
},
"triggerOn": "specificFolder",
"folderToWatch": {
"__rl": true,
"mode": "list",
"value": "1vQo4Er5h-4KEZoYCmHX-J4S9TRK5zpj-",
"cachedResultUrl": "https://drive.google.com/drive/folders/1vQo4Er5h-4KEZoYCmHX-J4S9TRK5zpj-",
"cachedResultName": "manuals"
}
},
"credentials": {
"googleDriveOAuth2Api": {
"id": "SNZRUZHTrIWHcYnV",
"name": "Google Drive account"
}
},
"typeVersion": 1
},
{
"id": "53021a9d-b61e-4682-94d5-863b67a9c8cb",
"name": "다운로드 불가 파일",
"type": "n8n-nodes-base.if",
"position": [
-2736,
-832
],
"parameters": {
"options": {},
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "49a912d3-7bc7-434a-93d0-52e66c9e1024",
"operator": {
"name": "filter.operator.equals",
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.mimeType }}",
"rightValue": "application/vnd.google-apps.folder"
}
]
}
},
"typeVersion": 2.2
},
{
"id": "86d2c9f9-315b-47c7-a30e-1b48b331e446",
"name": "AI 에이전트",
"type": "@n8n/n8n-nodes-langchain.agent",
"position": [
-2528,
80
],
"parameters": {
"text": "=question:{{ $json.Question }}",
"options": {
"systemMessage": "=You are a helpful Manual assistant designed to answer employee questions based on Knowledge base.\n\nRetrieve relevant information from the provided internal documents and provide a concise, accurate, and informative answer to the employee's question.\n\nUse the tool called \"Knowledge base\" to retrieve any information from the manuals documents.\n\nIf the answer cannot be found in the provided documents, respond with \"I cannot find the answer in the available resources.\"\n\nyou must a extract the correct page number.\n\noutput should be in HTML format with simple formatting."
},
"promptType": "define"
},
"typeVersion": 2.2
},
{
"id": "f2a633af-f626-442a-b074-fd81a5ae5355",
"name": "OpenAI 채팅 모델",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
-2720,
384
],
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "gpt-4.1-mini"
},
"options": {}
},
"credentials": {
"openAiApi": {
"id": "K08FC4h7qYhGg8LO",
"name": "OpenAi account-mohamed"
}
},
"typeVersion": 1.2
},
{
"id": "5322950e-63d1-43cd-868b-5fee9c5eb324",
"name": "양식",
"type": "n8n-nodes-base.form",
"position": [
-2032,
80
],
"webhookId": "213ef64f-84bc-46b5-b139-b7143427fb39",
"parameters": {
"options": {
"customCss": ".container {\n max-width: 800px; /* wider for readability */\n margin: 20px auto;\n padding: 0 16px;\n font-family: var(--font-family);\n}\n\n.card {\n background: var(--color-card-bg);\n border: 1px solid var(--color-card-border);\n border-radius: var(--card-border-radius);\n padding: var(--card-padding);\n margin-bottom: var(--card-margin-bottom);\n box-shadow: var(--box-shadow-card);\n text-align: left;\n line-height: 1.6;\n}\n\n.card .header h1 {\n font-size: var(--font-size-header);\n font-weight: var(--font-weight-bold);\n margin-bottom: 12px;\n color: var(--color-header);\n border-bottom: 2px solid var(--color-focus-border);\n padding-bottom: 6px;\n}\n\n.card .header h2 {\n font-size: var(--font-size-html-h2);\n margin: 1em 0 0.5em;\n color: var(--color-header);\n font-weight: var(--font-weight-bold);\n}\n\n.card .header p {\n margin: 0.5em 0 1em;\n font-size: var(--font-size-paragraph);\n color: var(--color-html-text);\n}\n\n.card .header ul {\n margin: 0.5em 0 1em 20px;\n padding-left: 16px;\n}\n\n.card .header ul li {\n margin-bottom: 6px;\n line-height: 1.5;\n color: var(--color-html-text);\n}\n\n.card .header b {\n color: var(--color-header);\n}\n\n.card .header a {\n color: var(--color-html-link);\n text-decoration: none;\n transition: color 0.2s ease;\n}\n.card .header a:hover {\n color: #ff3a2a;\n text-decoration: underline;\n}\n\n/* Responsive improvements */\n@media (max-width: 600px) {\n .container {\n max-width: 100%;\n padding: 0 12px;\n }\n .card {\n padding: 16px;\n }\n .card .header h1 {\n font-size: 18px;\n }\n .card .header h2 {\n font-size: 16px;\n }\n}\n"
},
"operation": "completion",
"completionTitle": "Result",
"completionMessage": "={{ $json.output }}"
},
"typeVersion": 1
},
{
"id": "bf604a8c-ebbf-4941-9617-45e97f72a1a5",
"name": "양식 제출 시",
"type": "n8n-nodes-base.formTrigger",
"position": [
-3040,
96
],
"webhookId": "c38dfae8-3e42-4c9f-9592-167895f92802",
"parameters": {
"options": {
"customCss": ":root {\n\t--font-family: 'Open Sans', sans-serif;\n\t--font-weight-normal: 400;\n\t--font-weight-bold: 600;\n\t--font-size-body: 12px;\n\t--font-size-label: 14px;\n\t--font-size-test-notice: 12px;\n\t--font-size-input: 14px;\n\t--font-size-header: 20px;\n\t--font-size-paragraph: 14px;\n\t--font-size-link: 12px;\n\t--font-size-error: 12px;\n\t--font-size-html-h1: 28px;\n\t--font-size-html-h2: 20px;\n\t--font-size-html-h3: 16px;\n\t--font-size-html-h4: 14px;\n\t--font-size-html-h5: 12px;\n\t--font-size-html-h6: 10px;\n\t--font-size-subheader: 14px;\n\n\t/* Colors */\n\t--color-background: #fbfcfe;\n\t--color-test-notice-text: #e6a23d;\n\t--color-test-notice-bg: #fefaf6;\n\t--color-test-notice-border: #f6dcb7;\n\t--color-card-bg: #ffffff;\n\t--color-card-border: #dbdfe7;\n\t--color-card-shadow: rgba(99, 77, 255, 0.06);\n\t--color-link: #7e8186;\n\t--color-header: #525356;\n\t--color-label: #555555;\n\t--color-input-border: #dbdfe7;\n\t--color-input-text: #71747A;\n\t--color-focus-border: rgb(90, 76, 194);\n\t--color-submit-btn-bg: #ff6d5a;\n\t--color-submit-btn-text: #ffffff;\n\t--color-error: #ea1f30;\n\t--color-required: #ff6d5a;\n\t--color-clear-button-bg: #7e8186;\n\t--color-html-text: #555;\n\t--color-html-link: #ff6d5a;\n\t--color-header-subtext: #7e8186;\n\n\t/* Border Radii */\n\t--border-radius-card: 8px;\n\t--border-radius-input: 6px;\n\t--border-radius-clear-btn: 50%;\n\t--card-border-radius: 8px;\n\n\t/* Spacing */\n\t--padding-container-top: 24px;\n\t--padding-card: 24px;\n\t--padding-test-notice-vertical: 12px;\n\t--padding-test-notice-horizontal: 24px;\n\t--margin-bottom-card: 16px;\n\t--padding-form-input: 12px;\n\t--card-padding: 24px;\n\t--card-margin-bottom: 16px;\n\n\t/* Dimensions */\n\t--container-width: 448px;\n\t--submit-btn-height: 48px;\n\t--checkbox-size: 18px;\n\n\t/* Others */\n\t--box-shadow-card: 0px 4px 16px 0px var(--color-card-shadow);\n\t--opacity-placeholder: 0.5;\n}",
"appendAttribution": false
},
"formTitle": "Ask Knowledge base",
"formFields": {
"values": [
{
"fieldLabel": "Question",
"requiredField": true
}
]
},
"responseMode": "lastNode"
},
"typeVersion": 2.2
},
{
"id": "22fee510-de3c-4e27-8f2e-29a2ca83beb3",
"name": "Embeddings OpenAI1",
"type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
"position": [
-2448,
576
],
"parameters": {
"model": "text-embedding-3-large",
"options": {}
},
"credentials": {
"openAiApi": {
"id": "K08FC4h7qYhGg8LO",
"name": "OpenAi account-mohamed"
}
},
"typeVersion": 1.2
},
{
"id": "1e2d81fc-f70d-4f4a-879e-12e5cab1b54d",
"name": "Pinecone Vector Store2",
"type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
"position": [
-2384,
368
],
"parameters": {
"mode": "retrieve-as-tool",
"options": {
"pineconeNamespace": "pinecorn-namespce"
},
"pineconeIndex": {
"__rl": true,
"mode": "list",
"value": "n8n-nodes",
"cachedResultName": "n8n-nodes"
},
"toolDescription": "call this to get the information from knowledgeable "
},
"credentials": {
"pineconeApi": {
"id": "yfFfaoW2yv9fSOxK",
"name": "PineconeApi account-Mohamed"
}
},
"typeVersion": 1.3
},
{
"id": "6c49249f-d5db-451c-bdf2-8b2f813c674c",
"name": "메모지1",
"type": "n8n-nodes-base.stickyNote",
"position": [
-3184,
-64
],
"parameters": {
"width": 1488,
"height": 800,
"content": "## Ask Knowledge base"
},
"typeVersion": 1
}
],
"active": false,
"pinData": {},
"settings": {
"executionOrder": "v1"
},
"versionId": "be0d8396-d94a-4e53-8c33-a2afca50bb99",
"connections": {
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},
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"afdb2eeb-1bbc-4e4e-b88c-b6b6edce4e3b": {
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},
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},
"d75115f8-e851-497e-8c74-99bbdd5c67cc": {
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},
"ee09bd49-c94e-49e4-8804-6e2bfb9c800e": {
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},
{
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"type": "ai_embedding",
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}
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},
"f2a633af-f626-442a-b074-fd81a5ae5355": {
"ai_languageModel": [
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{
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]
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},
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},
"5215d6e4-d0c3-4fb4-b990-27bffaed58ab": {
"ai_textSplitter": [
[
{
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"type": "ai_textSplitter",
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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 - 기타, AI RAG, 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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Mohamed Abdelwahab
@mohelwahI’m an AI Automation Engineer with 5+ years of experience designing and implementing intelligent, scalable automation systems. I specialize in streamlining operations, reducing manual tasks, and building AI-powered solutions using Python, Node.js, and no-code/low-code platforms n8n. Whether you need to integrate complex APIs, build automated workflows, or deploy AI chatbots, I can deliver robust solutions tailored to your business needs. https://www.upwork.com/freelancers/~01bf6d0d89522ab95d
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