๐ง AI ์ฑํ ๋ก๋ด์ ์ฅ๊ธฐ ๊ธฐ์ต๊ณผ ๋์ ๋๊ตฌ ๋ผ์ฐํ ์ ๊ณต
์ด๊ฒ์Building Blocks, AI๋ถ์ผ์์๋ํ ์ํฌํ๋ก์ฐ๋ก, 39๊ฐ์ ๋ ธ๋๋ฅผ ํฌํจํฉ๋๋ค.์ฃผ๋ก Set, Gmail, Switch, Telegram, GoogleDocs ๋ฑ์ ๋ ธ๋๋ฅผ ์ฌ์ฉํ๋ฉฐ์ธ๊ณต์ง๋ฅ ๊ธฐ์ ์ ๊ฒฐํฉํ์ฌ ์ค๋งํธ ์๋ํ๋ฅผ ๊ตฌํํฉ๋๋ค. ๐ง AI ์ฑํ ๋ก๋ด์ ์ฅ๊ธฐ ๊ธฐ์ต๊ณผ ๋์ ๋๊ตฌ ๋ผ์ฐํ ์ ์ ๊ณตํ์ธ์
- โขGoogle ๊ณ์ ๋ฐ Gmail API ์ธ์ฆ ์ ๋ณด
- โขTelegram Bot Token
- โขOpenAI API Key
์ฌ์ฉ๋ ๋ ธ๋ (39)
์นดํ ๊ณ ๋ฆฌ
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"instanceId": "31e69f7f4a77bf465b805824e303232f0227212ae922d12133a0f96ffeab4fef",
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},
"name": "๐ง Give Your AI Agent Chatbot Long Term Memory Tools Router",
"tags": [],
"nodes": [
{
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"name": "๋ค๋ฅธ ์ํฌํ๋ก์ฐ์์ ์คํ ์",
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"parameters": {
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"type": "n8n-nodes-base.googleDocs",
"position": [
1020,
-80
],
"parameters": {
"actionsUi": {
"actionFields": [
{
"text": "={\n \"date\": \"{{ $now }}\",\n \"memory\": \"{{ $json.query }}\"\n},\n",
"action": "insert"
}
]
},
"operation": "update",
"documentURL": "1YFTbVGlnpdYF5FuA6grfyvzmcdjcPviClAqbJ5HJIlc"
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"credentials": {
"googleDocsOAuth2Api": {
"id": "YWEHuG28zOt532MQ",
"name": "Google Docs account"
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{
"id": "306272bf-e264-4cfb-b8b6-8c0af1de3f14",
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"assignments": [
{
"id": "6b7e85d8-379b-4a0f-9799-9193a29f0447",
"name": "response",
"type": "string",
"value": "Memory saved"
}
]
}
},
"typeVersion": 3.4
},
{
"id": "152b6922-8600-4fdb-8372-3b0102a7b73a",
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{
"id": "147ddd8d-6e42-44c0-95ca-9ab791f9452f",
"name": "์ฅ๊ธฐ ๊ธฐ์ต ๊ฒ์3",
"type": "n8n-nodes-base.googleDocs",
"position": [
1020,
900
],
"parameters": {
"operation": "get",
"documentURL": "1YFTbVGlnpdYF5FuA6grfyvzmcdjcPviClAqbJ5HJIlc"
},
"credentials": {
"googleDocsOAuth2Api": {
"id": "YWEHuG28zOt532MQ",
"name": "Google Docs account"
}
},
"typeVersion": 2
},
{
"id": "e3f1172b-ce33-4cce-8126-88e19afc53c6",
"name": "์ฑ๊ณต ๋ฉ์์ง๋ฅผ Telegram๋ก ์ ์ก",
"type": "n8n-nodes-base.telegram",
"position": [
1540,
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],
"webhookId": "3ba1ee6d-1648-4421-823b-e68ae14d769b",
"parameters": {
"text": "=n8n User Memories\n{{ $json.text }}",
"chatId": "={{ $env.TELEGRAM_CHAT_ID }}",
"additionalFields": {
"parse_mode": "HTML",
"appendAttribution": false
}
},
"credentials": {
"telegramApi": {
"id": "pAIFhguJlkO3c7aQ",
"name": "Telegram account"
}
},
"typeVersion": 1.2
},
{
"id": "a77e8f01-889f-44b5-b4e1-493a97aa028c",
"name": "์ํฌํ๋ก์ฐ ํต๊ณ ์ด๋ฉ์ผ ์ ์ก",
"type": "n8n-nodes-base.gmail",
"position": [
1540,
900
],
"webhookId": "d9ef6f36-941f-4110-9b3e-9e54d9bc9581",
"parameters": {
"sendTo": "={{ $env.EMAIL_ADDRESS_JOE }}",
"message": "={{ $json.text }}",
"options": {
"appendAttribution": false
},
"subject": "n8n User Memories"
},
"credentials": {
"gmailOAuth2": {
"id": "1xpVDEQ1yx8gV022",
"name": "Gmail account"
}
},
"typeVersion": 2.1
},
{
"id": "2481fe73-9ef8-4e95-b7e5-38634b55837c",
"name": "OpenAI ์ฑํ
๋ชจ๋ธ2",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
1320,
660
],
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "gpt-4o-mini"
},
"options": {}
},
"credentials": {
"openAiApi": {
"id": "jEMSvKmtYfzAkhe6",
"name": "OpenAi account"
}
},
"typeVersion": 1.2
},
{
"id": "9a45e091-c91c-4505-a8df-7a2e1d079200",
"name": "OpenAI ์ฑํ
๋ชจ๋ธ3",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
1320,
1040
],
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "gpt-4o-mini"
},
"options": {}
},
"credentials": {
"openAiApi": {
"id": "jEMSvKmtYfzAkhe6",
"name": "OpenAi account"
}
},
"typeVersion": 1.2
},
{
"id": "6d12369e-38de-44c1-b764-64d6d9a79a25",
"name": "๐ค๊ธฐ์ต์ Telegram๋ก ์ ์ก",
"type": "@n8n/n8n-nodes-langchain.toolWorkflow",
"position": [
1360,
-500
],
"parameters": {
"name": "send_memories_to_telegram",
"fields": {
"values": [
{
"name": "route",
"stringValue": "=send_memories_to_telegram"
}
]
},
"workflowId": {
"__rl": true,
"mode": "id",
"value": "={{ $workflow.id }}"
},
"description": "Call this tool to send memories to Telegram",
"jsonSchemaExample": ""
},
"typeVersion": 1.2
},
{
"id": "f1d0b366-70d5-4da3-937b-ea08afd364e4",
"name": "๐ซ๊ธฐ์ต์ Gmail๋ก ์ ์ก",
"type": "@n8n/n8n-nodes-langchain.toolWorkflow",
"position": [
1620,
-500
],
"parameters": {
"name": "send_memories_to_gmail",
"fields": {
"values": [
{
"name": "route",
"stringValue": "=send_memories_to_gmail"
}
]
},
"workflowId": {
"__rl": true,
"mode": "id",
"value": "={{ $workflow.id }}"
},
"description": "Call this tool to send memories to Gmail",
"jsonSchemaExample": ""
},
"typeVersion": 1.2
},
{
"id": "25d99971-263a-44ef-abb0-b517743f72eb",
"name": "๐ง ๊ธฐ์ต ์ ์ฅ",
"type": "@n8n/n8n-nodes-langchain.toolWorkflow",
"position": [
840,
-500
],
"parameters": {
"name": "save_long_term_memory",
"fields": {
"values": [
{
"name": "route",
"stringValue": "=save_memory"
}
]
},
"workflowId": {
"__rl": true,
"mode": "id",
"value": "={{ $workflow.id }}"
},
"description": "Call this tool to save long term memories",
"jsonSchemaExample": ""
},
"typeVersion": 1.2
},
{
"id": "0c9738d3-176a-4074-8340-ecfa3d9f9f7d",
"name": "๐๊ธฐ์ต ๊ฒ์",
"type": "@n8n/n8n-nodes-langchain.toolWorkflow",
"position": [
1100,
-500
],
"parameters": {
"name": "retrieve_long_term_memory",
"fields": {
"values": [
{
"name": "route",
"stringValue": "=retrieve_memory"
}
]
},
"workflowId": {
"__rl": true,
"mode": "id",
"value": "={{ $workflow.id }}"
},
"description": "Call this tool to retrieve long term memories",
"jsonSchemaExample": ""
},
"typeVersion": 1.2
},
{
"id": "7967ec27-432e-4d35-b7e0-89eb84120754",
"name": "๐คฏ์๋์ฐ ๋ฒํผ ๋ฉ๋ชจ๋ฆฌ",
"type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
"position": [
520,
-500
],
"parameters": {
"contextWindowLength": 10
},
"typeVersion": 1.3
},
{
"id": "5f24781e-4f9a-4e33-8d33-ce281f7bcc46",
"name": "๐ง ์ฅ๊ธฐ ๊ธฐ์ต์ ๊ฐ์ถ AI ์์ด์ ํธ",
"type": "@n8n/n8n-nodes-langchain.agent",
"position": [
940,
-920
],
"parameters": {
"options": {
"systemMessage": "=You are a highly capable and intelligent assistant designed to assist users by leveraging tools for long-term memory, contextual understanding, and real-time information retrieval. You have excellent long term memory. The current date and time is {{ $now }}\n\n## TOOLS\n-save_long_term_memory\n-retrieve_long_term_memory\n-send_memories_to_gmail\n-send_memories_to_telegram\n\n## RULES\n- If you do not know the answer then consider checking the long term memories.\n\n\n\n\n\n"
}
},
"typeVersion": 1.7
},
{
"id": "ad644413-6587-415f-b7be-d58c05b94138",
"name": "๐คOpenAI ์ฑํ
๋ชจ๋ธ",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
260,
-500
],
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "gpt-4o-mini"
},
"options": {}
},
"credentials": {
"openAiApi": {
"id": "jEMSvKmtYfzAkhe6",
"name": "OpenAi account"
}
},
"typeVersion": 1.2
},
{
"id": "076b0856-5ba4-498e-b279-21cf042f7f07",
"name": "โ๏ธ ์ฑํ
๋ฉ์์ง ์์ ์",
"type": "@n8n/n8n-nodes-langchain.chatTrigger",
"position": [
380,
-920
],
"webhookId": "2060403b-3fea-4fdf-a6d7-693bc477baaf",
"parameters": {
"options": {}
},
"typeVersion": 1.1
},
{
"id": "fcf5872c-fcdc-445e-b095-f9cef14453b8",
"name": "Telegram ๋ฉ์์ง ์ค๋น",
"type": "@n8n/n8n-nodes-langchain.chainLlm",
"position": [
1200,
520
],
"parameters": {
"text": "=Format this content into a simple unformatted list that can be sent to Telegram: {{ $json.content }}. Avoid any preamble or further explanation.",
"promptType": "define"
},
"typeVersion": 1.5
},
{
"id": "c1d05bb9-390b-43aa-820d-45115df07f5c",
"name": "Gmail ๋ฉ์์ง ์ค๋น",
"type": "@n8n/n8n-nodes-langchain.chainLlm",
"position": [
1200,
900
],
"parameters": {
"text": "=Format this content into a simple and modern HTML table that is max 800px wide that can be used as the content for an email: {{ $json.content }}. Avoid any preamble or further explanation. Remove all ``` and ```html from response.",
"promptType": "define"
},
"typeVersion": 1.5
},
{
"id": "98aa87af-8329-4af6-85da-fc97cb4ed9c3",
"name": "์คํฐ์ปค ๋
ธํธ",
"type": "n8n-nodes-base.stickyNote",
"position": [
760,
-620
],
"parameters": {
"color": 4,
"height": 280,
"content": "## 1๏ธโฃ Save Memories"
},
"typeVersion": 1
},
{
"id": "677f62ba-b009-48da-988e-e58d5063d005",
"name": "์ฅ๊ธฐ ๊ธฐ์ต ๊ฒ์",
"type": "n8n-nodes-base.googleDocs",
"position": [
1020,
220
],
"parameters": {
"operation": "get",
"documentURL": "1YFTbVGlnpdYF5FuA6grfyvzmcdjcPviClAqbJ5HJIlc"
},
"credentials": {
"googleDocsOAuth2Api": {
"id": "YWEHuG28zOt532MQ",
"name": "Google Docs account"
}
},
"typeVersion": 2
},
{
"id": "1c732f83-fb09-4a51-8aea-0f9d29d1cdfe",
"name": "๋ฉ๋ชจ๋ฆฌ ๋๊ตฌ ๋ผ์ฐํฐ",
"type": "n8n-nodes-base.switch",
"position": [
640,
-100
],
"parameters": {
"rules": {
"values": [
{
"outputKey": "1๏ธโฃ Save",
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"operator": {
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.route }}",
"rightValue": "save_memory"
}
]
},
"renameOutput": true
},
{
"outputKey": " 2๏ธโฃRetrieve ",
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "86d44336-bab7-422f-9266-fcb513252d19",
"operator": {
"name": "filter.operator.equals",
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.route }}",
"rightValue": "retrieve_memory"
}
]
},
"renameOutput": true
},
{
"outputKey": " 3๏ธโฃTelegram",
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "29f37628-6381-46af-babb-74bf00b4a849",
"operator": {
"name": "filter.operator.equals",
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.route }}",
"rightValue": "send_memories_to_telegram"
}
]
},
"renameOutput": true
},
{
"outputKey": "4๏ธโฃGmail",
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "fdb7c8aa-4108-43f6-8f6b-71cd8f383d2a",
"operator": {
"name": "filter.operator.equals",
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.route }}",
"rightValue": "send_memories_to_gmail"
}
]
},
"renameOutput": true
}
]
},
"options": {}
},
"typeVersion": 3.2
},
{
"id": "79de3862-b15a-4380-ab27-cfde66e8bb95",
"name": "์คํฐ์ปค ๋
ธํธ1",
"type": "n8n-nodes-base.stickyNote",
"position": [
1280,
-620
],
"parameters": {
"color": 6,
"height": 280,
"content": "## 3๏ธโฃ Send Memories to Telegram"
},
"typeVersion": 1
},
{
"id": "03df9947-9354-4f21-8b8a-fed130dcfc6a",
"name": "์คํฐ์ปค ๋
ธํธ2",
"type": "n8n-nodes-base.stickyNote",
"position": [
1540,
-620
],
"parameters": {
"color": 6,
"height": 280,
"content": "## 4๏ธโฃ Send Memories to Gmail"
},
"typeVersion": 1
},
{
"id": "9e8ee085-ec68-4f64-9098-877e166b1c37",
"name": "์คํฐ์ปค ๋
ธํธ3",
"type": "n8n-nodes-base.stickyNote",
"position": [
1020,
-620
],
"parameters": {
"color": 4,
"height": 280,
"content": "## 2๏ธโฃ Retrieve Memories"
},
"typeVersion": 1
},
{
"id": "9c3d6609-cc4a-4bf5-b914-ee57e085cecd",
"name": "์คํฐ์ปค ๋
ธํธ4",
"type": "n8n-nodes-base.stickyNote",
"position": [
440,
-620
],
"parameters": {
"color": 3,
"height": 280,
"content": "## Short Term Chat Memory"
},
"typeVersion": 1
},
{
"id": "97f47b93-c1e1-4230-b84c-3b99aa140d55",
"name": "์คํฐ์ปค ๋
ธํธ5",
"type": "n8n-nodes-base.stickyNote",
"position": [
180,
-620
],
"parameters": {
"color": 5,
"height": 280,
"content": "## Cloud LLM"
},
"typeVersion": 1
},
{
"id": "4758ad55-d5f2-4a87-a05a-be465d803ca1",
"name": "์คํฐ์ปค ๋
ธํธ6",
"type": "n8n-nodes-base.stickyNote",
"position": [
120,
-1100
],
"parameters": {
"width": 1740,
"height": 840,
"content": "# ๐ง AI Agent Chatbot With Long Term Memory Tools"
},
"typeVersion": 1
},
{
"id": "eb74a05d-7f34-4ba0-ae98-c22bb3637c6b",
"name": "์คํฐ์ปค ๋
ธํธ7",
"type": "n8n-nodes-base.stickyNote",
"position": [
720,
-700
],
"parameters": {
"color": 7,
"width": 1100,
"height": 400,
"content": "## ๐ ๏ธ Agentic Long Term Memory Management Tool Options"
},
"typeVersion": 1
},
{
"id": "d9d251d2-172b-4a8e-bec3-bf8f297628c6",
"name": "์คํฐ์ปค ๋
ธํธ8",
"type": "n8n-nodes-base.stickyNote",
"position": [
280,
-980
],
"parameters": {
"color": 4,
"width": 300,
"height": 240,
"content": "## ๐Try Me!"
},
"typeVersion": 1
},
{
"id": "90554969-0b73-4d4d-87f2-37645b9f7f08",
"name": "์คํฐ์ปค ๋
ธํธ9",
"type": "n8n-nodes-base.stickyNote",
"position": [
920,
-160
],
"parameters": {
"color": 4,
"width": 560,
"height": 280,
"content": "## 1๏ธโฃ Save Long Term Memories Tool"
},
"typeVersion": 1
},
{
"id": "34cbb84d-48a5-480f-a7c3-81bbef24194a",
"name": "์คํฐ์ปค ๋
ธํธ10",
"type": "n8n-nodes-base.stickyNote",
"position": [
920,
140
],
"parameters": {
"color": 4,
"width": 560,
"height": 280,
"content": "## 2๏ธโฃ Retrieve Long Term Memories Tool"
},
"typeVersion": 1
},
{
"id": "dc23d68e-0f93-495a-aaa0-e4bb6f18870d",
"name": "์คํฐ์ปค ๋
ธํธ11",
"type": "n8n-nodes-base.stickyNote",
"position": [
920,
440
],
"parameters": {
"color": 6,
"width": 840,
"height": 360,
"content": "## 3๏ธโฃ Send Memories to Telegram Tool"
},
"typeVersion": 1
},
{
"id": "0ed43ec0-a39c-4323-9851-988e774302d7",
"name": "์ฅ๊ธฐ ๊ธฐ์ต ๊ฒ์2",
"type": "n8n-nodes-base.googleDocs",
"position": [
1020,
520
],
"parameters": {
"operation": "get",
"documentURL": "1YFTbVGlnpdYF5FuA6grfyvzmcdjcPviClAqbJ5HJIlc"
},
"credentials": {
"googleDocsOAuth2Api": {
"id": "YWEHuG28zOt532MQ",
"name": "Google Docs account"
}
},
"typeVersion": 2
},
{
"id": "17d2cef6-765c-4fb4-8af0-1ebc868f6669",
"name": "์คํฐ์ปค ๋
ธํธ12",
"type": "n8n-nodes-base.stickyNote",
"position": [
920,
820
],
"parameters": {
"color": 6,
"width": 840,
"height": 360,
"content": "## 4๏ธโฃ Send Memories to Gmail Tool"
},
"typeVersion": 1
},
{
"id": "03977fa0-a4cd-4cfe-8967-d6a5e3227200",
"name": "์คํฐ์ปค ๋
ธํธ13",
"type": "n8n-nodes-base.stickyNote",
"position": [
540,
-220
],
"parameters": {
"color": 2,
"width": 300,
"height": 380,
"content": "## Memory Tool Router"
},
"typeVersion": 1
},
{
"id": "994b124c-4f5b-44c6-845e-9886d7b5f07d",
"name": "์คํฐ์ปค ๋
ธํธ14",
"type": "n8n-nodes-base.stickyNote",
"position": [
240,
-220
],
"parameters": {
"color": 7,
"width": 260,
"height": 380,
"content": "## Receive Memory Tool Instructions from Agent"
},
"typeVersion": 1
},
{
"id": "7c400ccf-af37-4b5a-8dfe-431a7d52286b",
"name": "์คํฐ์ปค ๋
ธํธ15",
"type": "n8n-nodes-base.stickyNote",
"position": [
880,
-220
],
"parameters": {
"color": 7,
"width": 920,
"height": 1440,
"content": "## ๐ ๏ธ Long Term Memory Tool Kit"
},
"typeVersion": 1
},
{
"id": "0b00f892-f98b-41be-952c-570da546f9f7",
"name": "์คํฐ์ปค ๋
ธํธ16",
"type": "n8n-nodes-base.stickyNote",
"position": [
120,
200
],
"parameters": {
"width": 720,
"height": 1300,
"content": "## Enhance Your AI Workflow with Long-Term Memory and Dynamic Tool Routing\n\n#### This n8n workflow empowers your AI agent with **long-term memory** and a **dynamic tools router**, enabling it to provide intelligent, context-aware responses while seamlessly managing tasks across multiple tools. By combining memory persistence and modular tool routing, this solution enhances the capabilities of your AI agent, making it smarter, more efficient, and highly adaptable.\n\n## ๐ How It Works\n\n#### ๐ง Long-Term Memory Management\n- The AI agent can **save** and **retrieve memories** using Google Docs as a storage system.\n- Persistent memory allows the agent to recall past interactions, user preferences, and contextual details for personalized responses.\n\n#### ๐ ๏ธ Tools Router for Dynamic Task Management\n- A **tools router** directs tasks to the appropriate tools based on the AI agent's instructions.\n- Supported tools include:\n - **Save Memories**: Store important data for future reference.\n - **Retrieve Memories**: Access stored information when needed.\n - **Send Notifications via Gmail or Telegram**: Share insights or updates with stakeholders.\n\n#### ๐ค AI-Powered Contextual Understanding\n- The workflow integrates an OpenAI GPT-based model to process user inputs intelligently.\n- The AI agent uses a **window buffer memory** for short-term context and leverages long-term memory when necessary.\n\n#### ๐ค Multi-Channel Notifications\n- Automatically send memory summaries or workflow updates via Gmail or Telegram for enhanced communication.\n\n---\n\n## ๐ง Setup Steps\n\n#### ๐ Configure API Credentials\nSet up API connections for:\n- **OpenAI** (for AI processing).\n- **Google Docs** (for long-term memory storage).\n- **Gmail/Telegram** (for notifications).\n\n#### โ๏ธ Customize Workflow Parameters\n- Adjust the AI agent's system message to align with your specific use case or tone.\n- Define routing rules in the tools router to suit your workflow needs.\n\n#### ๐งช Test & Deploy\n- Test the workflow by interacting with the AI agent and verifying:\n - Accurate memory saving/retrieval.\n - Correct task routing via the tools router.\n - Seamless notification delivery.\n"
},
"typeVersion": 1
}
],
"active": false,
"pinData": {},
"settings": {
"timezone": "America/Vancouver",
"callerPolicy": "workflowsFromSameOwner",
"executionOrder": "v1"
},
"versionId": "5d92d73f-0341-4ab1-937e-6be387f6ea52",
"connections": {
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}์ด ์ํฌํ๋ก์ฐ๋ฅผ ์ด๋ป๊ฒ ์ฌ์ฉํ๋์?
์์ JSON ๊ตฌ์ฑ ์ฝ๋๋ฅผ ๋ณต์ฌํ์ฌ n8n ์ธ์คํด์ค์์ ์ ์ํฌํ๋ก์ฐ๋ฅผ ์์ฑํ๊ณ "JSON์์ ๊ฐ์ ธ์ค๊ธฐ"๋ฅผ ์ ํํ ํ, ๊ตฌ์ฑ์ ๋ถ์ฌ๋ฃ๊ณ ํ์์ ๋ฐ๋ผ ์ธ์ฆ ์ค์ ์ ์์ ํ์ธ์.
์ด ์ํฌํ๋ก์ฐ๋ ์ด๋ค ์๋๋ฆฌ์ค์ ์ ํฉํ๊ฐ์?
๊ณ ๊ธ - ๋น๋ฉ ๋ธ๋ก, ์ธ๊ณต์ง๋ฅ
์ ๋ฃ์ธ๊ฐ์?
์ด ์ํฌํ๋ก์ฐ๋ ์์ ํ ๋ฌด๋ฃ์ด๋ฉฐ ์ง์ ๊ฐ์ ธ์ ์ฌ์ฉํ ์ ์์ต๋๋ค. ๋ค๋ง, ์ํฌํ๋ก์ฐ์์ ์ฌ์ฉํ๋ ํ์ฌ ์๋น์ค(์: OpenAI API)๋ ์ฌ์ฉ์ ์ง์ ๋น์ฉ์ ์ง๋ถํด์ผ ํ ์ ์์ต๋๋ค.
๊ด๋ จ ์ํฌํ๋ก์ฐ ์ถ์ฒ
Joseph LePage
@joeAs an AI Automation consultant based in Canada, I partner with forward-thinking organizations to implement AI solutions that streamline operations and drive growth.
์ด ์ํฌํ๋ก์ฐ ๊ณต์