๐ณ ์ ๋ฝ ์ฐํฉ ๊ทธ๋ฆฐ ๊ท์ ์ถ์ ๊ธฐ (GPT-4o, Google ์คํ๋ ๋์ํธ ๋ฐ ์์ )
์ด๊ฒ์Other, AI๋ถ์ผ์์๋ํ ์ํฌํ๋ก์ฐ๋ก, 17๊ฐ์ ๋ ธ๋๋ฅผ ํฌํจํฉ๋๋ค.์ฃผ๋ก If, Set, Html, Merge, GoogleTasks ๋ฑ์ ๋ ธ๋๋ฅผ ์ฌ์ฉํ๋ฉฐ์ธ๊ณต์ง๋ฅ ๊ธฐ์ ์ ๊ฒฐํฉํ์ฌ ์ค๋งํธ ์๋ํ๋ฅผ ๊ตฌํํฉ๋๋ค. ๐ณ GPT-4o, ๊ตฌ๊ธ ์คํ๋ ๋์ํธ, ์์ ๊ธฐ๋ฅ์ ์ฌ์ฉํ ์ ๋ฝ ๋ น์ ๊ท์ ์ถ์ ๊ธฐ
- โข๋์ API์ ์ธ์ฆ ์ ๋ณด๊ฐ ํ์ํ ์ ์์
- โขGoogle Sheets API ์ธ์ฆ ์ ๋ณด
- โขOpenAI API Key
์ฌ์ฉ๋ ๋ ธ๋ (17)
์นดํ ๊ณ ๋ฆฌ
{
"meta": {
"instanceId": "="
},
"nodes": [
{
"id": "4dfef9cb-d66a-4818-b5b2-6be81f0bd7c3",
"name": "ํญ๋ชฉ ๋ฐ๋ณต",
"type": "n8n-nodes-base.splitInBatches",
"position": [
1160,
500
],
"parameters": {
"options": {}
},
"typeVersion": 3
},
{
"id": "3fd73086-62cc-49c4-9c56-b2467a27601c",
"name": "๋ณํฉ",
"type": "n8n-nodes-base.merge",
"position": [
1980,
360
],
"parameters": {
"mode": "combineBySql"
},
"notesInFlow": true,
"typeVersion": 3
},
{
"id": "a894cc7b-7e2c-40af-bbdd-de03c9fdf71c",
"name": "์กฐ๊ฑด๋ฌธ",
"type": "n8n-nodes-base.if",
"position": [
2200,
440
],
"parameters": {
"options": {},
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "e3956615-6ad2-4df7-a15f-63f1f21d10fe",
"operator": {
"name": "filter.operator.equals",
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.sustainability }}",
"rightValue": "yes"
}
]
}
},
"typeVersion": 2.2
},
{
"id": "b1b1616c-68f7-4911-b58d-8792ac4e822c",
"name": "์ด์ ๊ธฐ๋ก ์ถ์ถ",
"type": "n8n-nodes-base.httpRequest",
"position": [
280,
500
],
"parameters": {
"url": "=https://oeil.secure.europarl.europa.eu/oeil/en/search?sessionDay.allDays=false&sessionDay.day={{$now.minus(18,'days').format('yyyyMMdd')}}&sessionDay.type=ALL",
"options": {}
},
"notesInFlow": true,
"typeVersion": 4.2
},
{
"id": "707ae04c-51d3-4547-9868-1c603d359cc0",
"name": "์คํฐํค ๋
ธํธ1",
"type": "n8n-nodes-base.stickyNote",
"position": [
0,
0
],
"parameters": {
"color": 7,
"width": 1080,
"height": 660,
"content": "### 1. First Block: scrape the page to extract all the legislative procedures scheduled for debate yesterday\nThis workflow sends an HTTP request to collect the HTML of the page by block. For each block we extract the information of the procedures: **Reference Number**. **Committee**, **Rapporteur**, **Title/Description**, **PDF Link**.\n\n#### How to setup?\n*Nothing to do*\n"
},
"typeVersion": 1
},
{
"id": "721a14b6-c860-431e-8475-b877d5a83768",
"name": "HTML ๋ธ๋ก ์ถ์ถ",
"type": "n8n-nodes-base.html",
"position": [
500,
500
],
"parameters": {
"options": {},
"operation": "extractHtmlContent",
"extractionValues": {
"values": [
{
"key": "Blocks",
"cssSelector": ".erpl_document-wrapper",
"returnArray": true,
"returnValue": "html"
}
]
}
},
"notesInFlow": true,
"typeVersion": 1.2
},
{
"id": "fe609066-0f08-40b7-b8a8-13acd8338468",
"name": "๋ธ๋ก ํ์ฑ",
"type": "n8n-nodes-base.html",
"position": [
720,
500
],
"parameters": {
"options": {},
"operation": "extractHtmlContent",
"dataPropertyName": "Blocks",
"extractionValues": {
"values": [
{
"key": "Reference Number",
"cssSelector": "h3 span.t-item"
},
{
"key": "Committee",
"cssSelector": "span.erpl_badge-committee"
},
{
"key": "Rapporteur",
"cssSelector": "span.erpl_document-subtitle-author"
},
{
"key": "Title/Description",
"cssSelector": "div.erpl_document-body p"
},
{
"key": "PDF Link\t",
"attribute": "href",
"cssSelector": "a.erpl_document-subtitle-pdf",
"returnValue": "attribute"
},
{
"key": "Date",
"cssSelector": "div.mt-1 p"
}
]
}
},
"notesInFlow": true,
"typeVersion": 1.2
},
{
"id": "75770b01-0c98-4077-97d7-3bbc82166372",
"name": "์คํฐํค ๋
ธํธ",
"type": "n8n-nodes-base.stickyNote",
"position": [
1100,
0
],
"parameters": {
"color": 7,
"width": 1020,
"height": 660,
"content": "### 2. Use a LLM to keep only the procedures related to sustainability\nWe loop though all items parsed and we provide the description and the committee to a LLM (Open AI). The LLM will use these information to assess if the procedure is related to **sustainability** or not.\n\n#### How to setup?\n\n- **Open AI Node**:\n 1. Add the required credentials Open AI credentials and select the model *(Example: Open AI 4o-mini)*\n 2. Adapt the system prompt with the topic you want to filter out or keep.\n [Learn more about the AI Agent Node](https://docs.n8n.io/integrations/builtin/cluster-nodes/root-nodes/n8n-nodes-langchain.agent)\n"
},
"typeVersion": 1
},
{
"id": "bfdc9844-7d9c-4582-83bb-9e945276864e",
"name": "์คํฐํค ๋
ธํธ2",
"type": "n8n-nodes-base.stickyNote",
"position": [
2140,
20
],
"parameters": {
"color": 7,
"width": 500,
"height": 660,
"content": "### 3. Topics related to sustainability are stored in a Google Sheet\nThe output of the LLM is combined with the other fields. A IF node filters out all the procedure not related to sustainability. The remaining items are loaded in a Google Sheet.\n\n#### How to setup?\n\n- **Record outputs in the Google Sheet Node**:\n 1. Add your Google Sheet API credentials to access the Google Sheet file\n 2. Select the file using the list, an URL or an ID\n 3. Select the sheet in which you want to record your working sessions\n 4. Map the fields: **Reference Number**. **Committee**, **Rapporteur**, **Title/Description**, **PDF Link**\n [Learn more about the Google Sheet Node](https://docs.n8n.io/integrations/builtin/app-nodes/n8n-nodes-base.googlesheets)\n"
},
"typeVersion": 1
},
{
"id": "38a6d477-0a95-4177-a5d4-10f4c97bcf0c",
"name": "Google ์์
",
"type": "n8n-nodes-base.googleTasks",
"position": [
2400,
940
],
"parameters": {
"task": "MTIxODU0NDk4MzM3NzAxMTQ0NzY6MDow",
"title": "=Study {{ $json['Reference Number'] }} - EU Legislation",
"additionalFields": {
"notes": "=Title: {{ $json['Title/Description'] }}\nReference Number: {{ $json['Reference Number'] }}\nCommittee: {{ $json.Committee }}\nRapporteur: {{ $json.Rapporteur }}\nPDF Link: {{ $json['PDF Link\t'] }}\nDate: {{ $json.Date }}",
"status": "needsAction"
}
},
"typeVersion": 1
},
{
"id": "9d27672c-2434-46d3-ae52-e0ba07b3a181",
"name": "์คํฐํค ๋
ธํธ3",
"type": "n8n-nodes-base.stickyNote",
"position": [
2140,
700
],
"parameters": {
"color": 7,
"width": 500,
"height": 440,
"content": "### 4. Create Sustainability Study Task\nCreate a Google Task for each EU legislative file related to sustainability, scheduled for tomorrow at 09:00 AM.\n#### How to setup?\n\n- **Add a task in Google Task**:\n 1. Add your Google Task API credentials to access your task list\n 2. Change the Task List name\n [Learn more about the Google Task Node](https://docs.n8n.io/integrations/builtin/app-nodes/n8n-nodes-base.googletasks)\n"
},
"typeVersion": 1
},
{
"id": "8196fd1c-3223-402b-935b-a6a135795999",
"name": "'์ํฌํ๋ก ํ
์คํธ' ํด๋ฆญ ์",
"type": "n8n-nodes-base.manualTrigger",
"position": [
60,
500
],
"parameters": {},
"typeVersion": 1
},
{
"id": "ff6f948b-9db4-479d-afab-3db6176abad6",
"name": "๋ถ๋ฅ ์์ด์ ํธ",
"type": "@n8n/n8n-nodes-langchain.openAi",
"position": [
1380,
280
],
"parameters": {
"modelId": {
"__rl": true,
"mode": "list",
"value": "gpt-4-turbo",
"cachedResultName": "GPT-4-TURBO"
},
"options": {},
"messages": {
"values": [
{
"content": "=Is the following legislative document related to sustainability? Answer \"yes\" or \"no\".\n\nTitle: {{ $json['Title/Description'] }}\nCommittee: {{ $json[\"Committee\"] }}\n\nBe strict: Only answer \"yes\" if the topic directly impacts environmental or climate sustainability, circular economy, resource conservation, or pollution reduction.\n"
},
{
"role": "system",
"content": "Sample output:\n{\"answer\": \"yes\"}\n"
}
]
},
"jsonOutput": true
},
"typeVersion": 1.8
},
{
"id": "01379394-a5e9-4673-bc0e-225e2d3f5214",
"name": "๋ต๋ณ ์์ง",
"type": "n8n-nodes-base.set",
"position": [
1760,
280
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "19b1ea4c-3c78-4473-9f16-17d37b273735",
"name": "sustainability",
"type": "string",
"value": "={{ $json.message.content.answer }}"
}
]
}
},
"notesInFlow": true,
"typeVersion": 3.4
},
{
"id": "8f96dfd0-0a38-435c-83a0-7649b350f813",
"name": "์ง์๊ฐ๋ฅ์ฑ ์ ์ฐจ ๊ธฐ๋ก",
"type": "n8n-nodes-base.googleSheets",
"position": [
2420,
380
],
"parameters": {
"columns": {
"value": {
"Date": "={{ $json.Date }}",
"PDF Link": "={{ $json['PDF Link\t'] }}",
"Committee": "={{ $json.Committee }}",
"Rapporteur": "={{ $json.Rapporteur }}",
"Reference Number": "={{ $json['Reference Number'] }}",
"Title/Description": "={{ $json['Title/Description'] }}"
},
"schema": [
{
"id": "Reference Number",
"type": "string",
"display": true,
"required": false,
"displayName": "Reference Number",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Committee",
"type": "string",
"display": true,
"required": false,
"displayName": "Committee",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Rapporteur",
"type": "string",
"display": true,
"required": false,
"displayName": "Rapporteur",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Title/Description",
"type": "string",
"display": true,
"required": false,
"displayName": "Title/Description",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "PDF Link",
"type": "string",
"display": true,
"required": false,
"displayName": "PDF Link",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Date",
"type": "string",
"display": true,
"required": false,
"displayName": "Date",
"defaultMatch": false,
"canBeUsedToMatch": true
}
],
"mappingMode": "defineBelow",
"matchingColumns": [],
"attemptToConvertTypes": false,
"convertFieldsToString": false
},
"options": {},
"operation": "append",
"sheetName": {
"__rl": true,
"mode": "list",
"value": "gid=0",
"cachedResultUrl": "=",
"cachedResultName": "EU Legislative Procedure"
},
"documentId": {
"__rl": true,
"mode": "list",
"value": "=",
"cachedResultUrl": "=",
"cachedResultName": "Sustainability Content"
}
},
"credentials": {
"googleSheetsOAuth2Api": {
"id": "rnPYZIig8l6seOd5",
"name": "Google Sheets Temporary"
}
},
"notesInFlow": true,
"typeVersion": 4.5
},
{
"id": "c2cf974e-f182-48f8-9d26-8aea4dbdf486",
"name": "๋งํฌ ํธ์ง",
"type": "n8n-nodes-base.set",
"position": [
940,
500
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "7a802593-2b9b-42fe-bd0c-66e11510834a",
"name": "PDF Link\t",
"type": "string",
"value": "=https://oeil.secure.europarl.europa.eu{{ $json['PDF Link\t'] }}"
}
]
},
"includeOtherFields": true
},
"notesInFlow": true,
"typeVersion": 3.4
},
{
"id": "bdc398f0-a882-4fbe-ac37-7ca7e15a1081",
"name": "์คํฐํค ๋
ธํธ4",
"type": "n8n-nodes-base.stickyNote",
"position": [
2660,
20
],
"parameters": {
"width": 460,
"height": 340,
"content": "\n[๐ฅ Check My Tutorial](https://www.youtube.com/watch?v=f_nyArpH6kk)"
},
"typeVersion": 1
}
],
"pinData": {},
"connections": {
"a894cc7b-7e2c-40af-bbdd-de03c9fdf71c": {
"main": [
[
{
"node": "8f96dfd0-0a38-435c-83a0-7649b350f813",
"type": "main",
"index": 0
},
{
"node": "38a6d477-0a95-4177-a5d4-10f4c97bcf0c",
"type": "main",
"index": 0
}
],
[
{
"node": "4dfef9cb-d66a-4818-b5b2-6be81f0bd7c3",
"type": "main",
"index": 0
}
]
]
},
"3fd73086-62cc-49c4-9c56-b2467a27601c": {
"main": [
[
{
"node": "a894cc7b-7e2c-40af-bbdd-de03c9fdf71c",
"type": "main",
"index": 0
}
]
]
},
"c2cf974e-f182-48f8-9d26-8aea4dbdf486": {
"main": [
[
{
"node": "4dfef9cb-d66a-4818-b5b2-6be81f0bd7c3",
"type": "main",
"index": 0
}
]
]
},
"38a6d477-0a95-4177-a5d4-10f4c97bcf0c": {
"main": [
[
{
"node": "4dfef9cb-d66a-4818-b5b2-6be81f0bd7c3",
"type": "main",
"index": 0
}
]
]
},
"fe609066-0f08-40b7-b8a8-13acd8338468": {
"main": [
[
{
"node": "c2cf974e-f182-48f8-9d26-8aea4dbdf486",
"type": "main",
"index": 0
}
]
]
},
"01379394-a5e9-4673-bc0e-225e2d3f5214": {
"main": [
[
{
"node": "3fd73086-62cc-49c4-9c56-b2467a27601c",
"type": "main",
"index": 1
}
]
]
},
"4dfef9cb-d66a-4818-b5b2-6be81f0bd7c3": {
"main": [
[],
[
{
"node": "ff6f948b-9db4-479d-afab-3db6176abad6",
"type": "main",
"index": 0
},
{
"node": "3fd73086-62cc-49c4-9c56-b2467a27601c",
"type": "main",
"index": 0
}
]
]
},
"721a14b6-c860-431e-8475-b877d5a83768": {
"main": [
[
{
"node": "fe609066-0f08-40b7-b8a8-13acd8338468",
"type": "main",
"index": 0
}
]
]
},
"ff6f948b-9db4-479d-afab-3db6176abad6": {
"main": [
[
{
"node": "01379394-a5e9-4673-bc0e-225e2d3f5214",
"type": "main",
"index": 0
}
]
]
},
"b1b1616c-68f7-4911-b58d-8792ac4e822c": {
"main": [
[
{
"node": "721a14b6-c860-431e-8475-b877d5a83768",
"type": "main",
"index": 0
}
]
]
},
"8196fd1c-3223-402b-935b-a6a135795999": {
"main": [
[
{
"node": "b1b1616c-68f7-4911-b58d-8792ac4e822c",
"type": "main",
"index": 0
}
]
]
}
}
}์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 - ๊ธฐํ, ์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
Samir Saci
@samirsaciAutomation, AI and Analytics for Supply Chain & Business Optimization Helping businesses streamline operations using n8n, AI agents, and data science to enhance efficiency and sustainability. Linkedin: www.linkedin.com/in/samir-saci
์ด ์ํฌํ๋ก์ฐ ๊ณต์