dian-memo_03 내보내기
고급
이것은AI RAG, Multimodal AI분야의자동화 워크플로우로, 30개의 노드를 포함합니다.주로 If, Set, Code, Switch, Webhook 등의 노드를 사용하며. AI 음성 및 텍스트 메모 - LINE 메시지, Supabase 벡터 데이터베이스 및 Gmail 통합
사전 요구사항
- •HTTP Webhook 엔드포인트(n8n이 자동으로 생성)
- •Google 계정 및 Gmail API 인증 정보
- •대상 API의 인증 정보가 필요할 수 있음
- •OpenAI API Key
- •PostgreSQL 데이터베이스 연결 정보
- •Supabase URL과 API Key
사용된 노드 (30)
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": "0G6evny3MkWG2m0e",
"meta": {
"instanceId": "9101df148a9ab5ba09dd343a0c584806dbd6c3b74e74be8e97699184269b6877",
"templateCredsSetupCompleted": true
},
"name": "export_dian-memo_03",
"tags": [],
"nodes": [
{
"id": "c871501d-7ec4-43ee-8717-5fcd710386d7",
"name": "AI 에이전트",
"type": "@n8n/n8n-nodes-langchain.agent",
"position": [
-224,
416
],
"parameters": {
"text": "={{ $json.text }}",
"options": {
"systemMessage": "=# Overview\nYou are an AI assistant. Your job is to route the user's requests to the appropriate tool. \n## Current date and time: {{ $now }}\n\n## Tools\n- SupabaseVectorStore: Use this tool to search the stored note contents"
},
"promptType": "define"
},
"typeVersion": 1.8
},
{
"id": "371356c4-2517-4f0d-9246-cad3c1109afd",
"name": "OpenAI 채팅 모델",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
-224,
256
],
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "gpt-5",
"cachedResultName": "gpt-5"
},
"options": {}
},
"credentials": {
"openAiApi": {
"id": "mO23EZGRXh9cFi9G",
"name": "OpenAi account 2"
}
},
"typeVersion": 1.2
},
{
"id": "26940193-c90a-413e-9636-0eba2fb94975",
"name": "스위치",
"type": "n8n-nodes-base.switch",
"position": [
-976,
336
],
"parameters": {
"rules": {
"values": [
{
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "490a2e00-427a-4e64-b843-d3ab5132cf7a",
"operator": {
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.body.events[0].message.type }}",
"rightValue": "text"
}
]
}
},
{
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "90a70d6a-b520-424b-8ee0-d5934d0aa527",
"operator": {
"name": "filter.operator.equals",
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.body.events[0].message.type }}",
"rightValue": "audio"
}
]
}
},
{
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "942105a4-fd50-455b-a55f-04dfb9e396f0",
"operator": {
"name": "filter.operator.equals",
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.body.events[0].message.type }}",
"rightValue": "image"
}
]
}
}
]
},
"options": {
"fallbackOutput": "extra"
}
},
"typeVersion": 3.2,
"alwaysOutputData": false
},
{
"id": "1102bedb-9d07-438c-9065-2a283a54a509",
"name": "필드 편집",
"type": "n8n-nodes-base.set",
"position": [
496,
416
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "07546a45-4cc5-44fa-b1c8-0121fddca393",
"name": "output",
"type": "string",
"value": "={{ $json.output }}"
}
]
}
},
"typeVersion": 3.4
},
{
"id": "7755e26b-363f-4e22-82ab-5330f5fa7472",
"name": "조건문",
"type": "n8n-nodes-base.if",
"position": [
-1200,
384
],
"parameters": {
"options": {},
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "c2c0b91e-6d91-4fae-87b4-287f02c77447",
"operator": {
"name": "filter.operator.equals",
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.body.events[0].source.userId }}",
"rightValue": "{{ YOUR_USERID }}"
}
]
}
},
"typeVersion": 2.2
},
{
"id": "a18e2b30-fb73-4923-b119-b861a3d0d6a2",
"name": "다운로드",
"type": "n8n-nodes-base.httpRequest",
"position": [
-752,
304
],
"parameters": {
"url": "=https://api-data.line.me/v2/bot/message/{{ $json.body.events[0].message.id }}/content",
"options": {},
"sendHeaders": true,
"headerParameters": {
"parameters": [
{
"name": "Authorization",
"value": "Bearer {{ LINE_CHANNELACCESS_TOKEN }}"
}
]
}
},
"typeVersion": 4.2
},
{
"id": "61564b93-cd7d-41ff-a9ee-5fb880974aa6",
"name": "전사",
"type": "@n8n/n8n-nodes-langchain.openAi",
"position": [
-608,
304
],
"parameters": {
"options": {},
"resource": "audio",
"operation": "transcribe"
},
"credentials": {
"openAiApi": {
"id": "mO23EZGRXh9cFi9G",
"name": "OpenAi account 2"
}
},
"typeVersion": 1.6
},
{
"id": "5c96a89b-fa79-4594-8f77-51e8e46d3f3b",
"name": "조건문1",
"type": "n8n-nodes-base.if",
"position": [
-432,
64
],
"parameters": {
"options": {},
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "or",
"conditions": [
{
"id": "5369dda9-dfe5-4f04-b5b7-10fbbd5ea6c0",
"operator": {
"type": "string",
"operation": "startsWith"
},
"leftValue": "={{ $json.text }}",
"rightValue": "Diane"
}
]
}
},
"typeVersion": 2.2
},
{
"id": "4d49e76a-7f84-4267-ada8-b4c0739ca53d",
"name": "OpenAI 임베딩",
"type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
"position": [
48,
-96
],
"parameters": {
"options": {}
},
"credentials": {
"openAiApi": {
"id": "mO23EZGRXh9cFi9G",
"name": "OpenAi account 2"
}
},
"typeVersion": 1.2
},
{
"id": "667176b3-1cd5-41e4-9e54-9267e460dea7",
"name": "기본 데이터 로더",
"type": "@n8n/n8n-nodes-langchain.documentDefaultDataLoader",
"position": [
240,
-96
],
"parameters": {
"options": {},
"jsonData": "={{ $json.text }}",
"jsonMode": "expressionData"
},
"typeVersion": 1
},
{
"id": "6a0109e0-87cb-4907-b067-9dd7548c9234",
"name": "재귀적 문자 텍스트 분할기",
"type": "@n8n/n8n-nodes-langchain.textSplitterRecursiveCharacterTextSplitter",
"position": [
240,
96
],
"parameters": {
"options": {}
},
"typeVersion": 1
},
{
"id": "0c9bd4fa-f561-4ffc-9d51-897fc51c0360",
"name": "Supabase 테이블에 추가",
"type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
"position": [
96,
-304
],
"parameters": {
"mode": "insert",
"options": {},
"tableName": {
"__rl": true,
"mode": "list",
"value": "documents",
"cachedResultName": "documents"
}
},
"credentials": {
"supabaseApi": {
"id": "WHJLoIOqiBxwQBqZ",
"name": "Supabase account"
}
},
"typeVersion": 1
},
{
"id": "a6882f89-e938-44a1-9e2d-b64efcb84023",
"name": "Postgres 채팅 메모리",
"type": "@n8n/n8n-nodes-langchain.memoryPostgresChat",
"position": [
-96,
256
],
"parameters": {
"sessionKey": "={{ $('LINE input').item.json.body.events[0].source.userId }}",
"sessionIdType": "customKey",
"contextWindowLength": 50
},
"credentials": {
"postgres": {
"id": "hsZ51SvdDZSndg0C",
"name": "Postgres supabase"
}
},
"typeVersion": 1.3
},
{
"id": "f3e11c30-dcd6-46f2-9e5e-ccc4058c41b5",
"name": "Supabase 벡터 저장소",
"type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
"position": [
-112,
640
],
"parameters": {
"mode": "retrieve-as-tool",
"options": {},
"toolName": "SupabaseVectorStore",
"tableName": {
"__rl": true,
"mode": "list",
"value": "documents",
"cachedResultName": "documents"
},
"toolDescription": "Use this to get information about the AI Voice Agent Framework"
},
"credentials": {
"supabaseApi": {
"id": "WHJLoIOqiBxwQBqZ",
"name": "Supabase account"
}
},
"typeVersion": 1
},
{
"id": "65cc8d2b-8bb5-46f4-b192-86af6527ad53",
"name": "임베딩",
"type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
"position": [
-112,
784
],
"parameters": {
"options": {}
},
"credentials": {
"openAiApi": {
"id": "mO23EZGRXh9cFi9G",
"name": "OpenAi account 2"
}
},
"typeVersion": 1.2
},
{
"id": "13a0a059-2f76-4788-b921-ec4256bdc55d",
"name": "필드 편집1",
"type": "n8n-nodes-base.set",
"position": [
464,
-304
],
"parameters": {
"mode": "raw",
"options": {},
"jsonOutput": "{\n \"output\": \"Notes saved.\"\n}\n"
},
"typeVersion": 3.4
},
{
"id": "d1d214df-c319-4d2f-b8f2-6e60b36bc877",
"name": "코드",
"type": "n8n-nodes-base.code",
"position": [
-272,
0
],
"parameters": {
"jsCode": "// JavaScript for n8n Code node\n\n// Get input data (in n8n, usually use $input.all())\nconst items = $input.all();\n\n// Define the list of prefixes to remove\nconst prefixesToRemove = ['Diane'];\n\n// Process each item\nconst processedItems = items.map(item => {\n // Retrieve the message (adjust the field name according to your structure)\n let message = item.json.message || item.json.text || item.json.body;\n \n if (message && typeof message === 'string') {\n // Check each prefix and remove if it matches\n for (const prefix of prefixesToRemove) {\n // If the message starts with the prefix\n if (message.startsWith(prefix)) {\n // Remove the prefix\n message = message.substring(prefix.length);\n \n // If the next character is \"、\", remove it\n if (message.startsWith('、')) {\n message = message.substring(1);\n }\n \n // Exit loop after handling one prefix\n break;\n }\n }\n \n // Set the processed message\n return {\n json: {\n text: message.trim() // Also remove leading and trailing spaces\n }\n };\n }\n \n // If the message is not a string, return it as is\n return item;\n});\n\nreturn processedItems;"
},
"typeVersion": 2
},
{
"id": "72e08acb-4781-4e81-9b7e-51ecd8cdef94",
"name": "일정 트리거",
"type": "n8n-nodes-base.scheduleTrigger",
"position": [
-1408,
880
],
"parameters": {
"rule": {
"interval": [
{
"triggerAtHour": 7
}
]
}
},
"typeVersion": 1.2
},
{
"id": "bf9dfb91-0728-417c-977a-8f4355510596",
"name": "필드 편집2",
"type": "n8n-nodes-base.set",
"position": [
-1200,
880
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "25573dfc-1794-40c7-8848-080142d8da12",
"name": "text",
"type": "string",
"value": "最新のメモ内容を3件拾って内容をメールしてください。"
}
]
}
},
"typeVersion": 3.4
},
{
"id": "5f6097d3-a767-42a9-8139-7c480722a8d5",
"name": "AI 에이전트1",
"type": "@n8n/n8n-nodes-langchain.agent",
"position": [
-912,
880
],
"parameters": {
"text": "={{ $json.text }}",
"options": {
"systemMessage": "=# Overview\nYou are an AI assistant. Your job is to route the user's requests to the appropriate tool. \n## Current date and time: {{ $now }}\n\n## Tools\n- Send a message in Gmail: Use this tool to perform actions via email \n- SupabaseVectorStore: Use this tool to search the stored note contents\n"
},
"promptType": "define"
},
"typeVersion": 1.8
},
{
"id": "c7ea4fbc-4ca4-49ba-946e-4452722d3267",
"name": "OpenAI 채팅 모델1",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
-912,
720
],
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "gpt-5",
"cachedResultName": "gpt-5"
},
"options": {}
},
"credentials": {
"openAiApi": {
"id": "mO23EZGRXh9cFi9G",
"name": "OpenAi account 2"
}
},
"typeVersion": 1.2
},
{
"id": "b0afd9ab-c39f-465f-ab1c-c4a7a15f6688",
"name": "Supabase 벡터 저장소1",
"type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
"position": [
-768,
1136
],
"parameters": {
"mode": "retrieve-as-tool",
"options": {},
"toolName": "SupabaseVectorStore",
"tableName": {
"__rl": true,
"mode": "list",
"value": "documents",
"cachedResultName": "documents"
},
"toolDescription": "Use this to get information about the AI Voice Agent Framework"
},
"credentials": {
"supabaseApi": {
"id": "WHJLoIOqiBxwQBqZ",
"name": "Supabase account"
}
},
"typeVersion": 1
},
{
"id": "30130269-f1be-4efb-b215-3cc822f373de",
"name": "임베딩1",
"type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
"position": [
-768,
1280
],
"parameters": {
"options": {}
},
"credentials": {
"openAiApi": {
"id": "mO23EZGRXh9cFi9G",
"name": "OpenAi account 2"
}
},
"typeVersion": 1.2
},
{
"id": "169693f6-4e54-4e34-8192-f789393765b3",
"name": "Gmail로 메시지 보내기1",
"type": "n8n-nodes-base.gmailTool",
"position": [
-896,
1088
],
"webhookId": "5a600cd1-4f5d-4456-9732-c95fdc84f72a",
"parameters": {
"sendTo": "{{ YOUR_EMAIL_ADDRESS }}",
"message": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Message', ``, 'string') }}",
"options": {},
"subject": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Subject', ``, 'string') }}",
"emailType": "text"
},
"credentials": {
"gmailOAuth2": {
"id": "JgLizpUVskDjX9xs",
"name": "Gmail account"
}
},
"typeVersion": 2.1
},
{
"id": "d289fb3a-c425-4f00-809c-7018f7778e9c",
"name": "스티커 노트",
"type": "n8n-nodes-base.stickyNote",
"position": [
-1680,
560
],
"parameters": {
"color": 4,
"width": 1264,
"height": 848,
"content": "## Email Delivery of Notes\n\n**Default Settings**\n\n* Delivered every morning at 7 AM\n* “Please pick up the latest 3 notes and send them to me by email.”\n\n**Prompt Examples**\n\n* “From my past notes, generate 3 story ideas for my manga.”\n* “Based on the investigation notes, predict the suspect and suggest the next action.”\n* “Create about 3 quiz questions from the notes.”\n"
},
"typeVersion": 1
},
{
"id": "4e09bcb3-afa3-47a2-93a0-90345592a88f",
"name": "스티커 노트1",
"type": "n8n-nodes-base.stickyNote",
"position": [
-496,
-352
],
"parameters": {
"width": 384,
"height": 544,
"content": "## Trigger Keyword\n\n**Role of the if and code nodes**\n\n* The **if node** detects the trigger keyword in the message.\n* The **code node** removes the trigger keyword before saving the content into Supabase.\n\n**Default Setting**\n\n* “Diane”\n\nIf a string similar to “Diane” is detected, you can also include it in the if and code nodes.\nFeel free to replace “Diane” with any custom keyword of your choice.\n\n"
},
"typeVersion": 1
},
{
"id": "5fac0f47-1960-4bc4-86f0-14db86822ced",
"name": "스티커 노트2",
"type": "n8n-nodes-base.stickyNote",
"position": [
-1680,
-592
],
"parameters": {
"color": 3,
"width": 800,
"height": 800,
"content": "## Diane Memo (AI Voice & Text Note-Taking Agent, RAG-powered)\n\n### Overview\nThis workflow lets you capture, store, and retrieve notes from LINE chats — both text and voice messages — and automatically send them to your Gmail inbox. \nBy leveraging Supabase Vector Database, you can not only store and recall your notes, but also repurpose them for idea generation, quiz creation, or hypothesis building.\n\n### Key Features\n- Receive text and audio messages via LINE\n- Transcribe audio messages automatically and save them in Supabase\n- Trigger note storage with a specific keyword (default: “Diane”)\n- Automatically send the latest notes to your Gmail every morning at 7 AM\n- Search and reuse your notes (e.g., generate ideas, quizzes, or insights)\n\n### Requirements\n- Supabase account (free plan supported)\n- LINE Messaging API channel setup (obtain your access token)\n- Gmail authentication (OAuth2)\n\n### Notes\n- Replace placeholders such as LINE Access Token, UserId, and Email Address with your own information.\n- All credentials (OpenAI, Supabase, LINE, Gmail, etc.) must be configured securely in the n8n Credentials section.\n- You may customize the trigger keyword (“Diane”) to any word you like.\n- *(Fun fact: the default keyword “Diane” is a small homage to the movie Twin Peaks, where the protagonist records his memos starting with “Diane.”)*\n\n### Reference Documents\n- Supabase Vector Store node \n https://docs.n8n.io/integrations/builtin/cluster-nodes/root-nodes/n8n-nodes-langchain.vectorstoresupabase/?utm_source=n8n_app&utm_medium=node_settings_modal-credential_link&utm_campaign=%40n8n%2Fn8n-nodes-langchain.vectorStoreSupabase\n"
},
"typeVersion": 1
},
{
"id": "ba1c0ada-8c94-4bc3-b8c7-a32a06a0134d",
"name": "LINE 입력",
"type": "n8n-nodes-base.webhook",
"position": [
-1408,
384
],
"webhookId": "9010aea3-7129-4700-b79c-314b4e9f989b",
"parameters": {
"path": "9010aea3-7129-4700-b79c-314b4e9f989b",
"options": {},
"httpMethod": "POST"
},
"typeVersion": 2
},
{
"id": "20f99fcd-0187-44db-a172-6b5b7aec0a0b",
"name": "LINE 출력",
"type": "n8n-nodes-base.httpRequest",
"position": [
800,
48
],
"parameters": {
"url": "https://api.line.me/v2/bot/message/reply",
"method": "POST",
"options": {},
"jsonBody": "={\n\"replyToken\": \"{{ $('LINE input').item.json.body.events[0].replyToken }}\",\n\"messages\": [\n{\n\"type\": \"text\",\n\"text\": {{ JSON.stringify($json.output) }}\n}\n]\n} ",
"sendBody": true,
"sendHeaders": true,
"specifyBody": "json",
"headerParameters": {
"parameters": [
{
"name": "Authorization",
"value": "Bearer {{ LINE_CHANNELACCESS_TOKEN }}"
},
{
"name": "Content-Type",
"value": "application/json"
}
]
}
},
"typeVersion": 4.2
},
{
"id": "7808031c-67ca-4e6d-9d01-7f803410c22b",
"name": "메시지만",
"type": "n8n-nodes-base.set",
"position": [
-656,
112
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "19d5cd1e-8e1c-448d-8cef-ee18f015682c",
"name": "text",
"type": "string",
"value": "={{ $json.body.events[0].message.text }}"
}
]
}
},
"typeVersion": 3.4
}
],
"active": false,
"pinData": {},
"settings": {
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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 - 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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kote2
@kote2I share practical examples and ideas for AI automation using tools like n8n, explained in a way that’s easy for beginners to understand. While Dify is currently more well-known in Japan, n8n complements it and is expected to gain even more attention in the future. This channel aims to be a practical guide you can rely on when that wave of popularity arrives. That said, I’m still learning too—so let’s learn and grow together!
외부 링크
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