[astro/nextjs] 글/게시물에 카테고리/태그 할당

• •GitHub Personal Access Token
• •Google Sheets API 인증 정보
• •OpenAI API Key

{
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  "meta": {
    "instanceId": "2295c029f4cb86c8f849f9c87dade323734dc279619eb9e2704f8473c381e4d1",
    "templateCredsSetupCompleted": true
  },
  "name": "[astro/nextjs] Assign cattegories / tags for article / post",
  "tags": [],
  "nodes": [
    {
      "id": "48cac2b7-14b3-4d02-8db7-082c9a8a5cec",
      "name": "AI 에이전트",
      "type": "@n8n/n8n-nodes-langchain.agent",
      "position": [
        2192,
        96
      ],
      "parameters": {
        "text": "={{ $json.path }}",
        "options": {
          "systemMessage": "You are a helpful assistant which helps to assign proper tags and categories for post. Example of post is added in section <post>.  \n\nEach post has a section which starts with \"---\" and ands with next ocurance of \"---\". This section is metadata which describes the post. After second ocurance of \"---\" file has a content. \n\nRead tags and categories and assign them to <tags> and <categories> variables used later in response.\n\nBased on content please provide categories assigned to <new_assigned_categories> and tags list assigned to <new_assigned_tags> as example below:\n\n<example>\ncategories: [\"business\"] \ntags: [\"DigitalGirls\", \"ITPioneers\", \"WomenInIT\", \"IT\", \"FemalePower\", \"Debugging\", \"GraceHopper\"] \n</example>\n\nFinal result should be post with updated metadata passed to variable <content>.\n\n<post> \n--- \ntitle: \"Where Did the Term ‘Debug’ Come From? – Women in IT\" \npubDate: 2024-07-23 description: \"Did you know that the term ‘debug’ was coined by Admiral Grace Hopper?\" \ncategories: [\"business\"] \ntags: [\"DigitalGirls\", \"ITPioneers\", \"WomenInIT\", \"IT\", \"FemalePower\", \"Debugging\", \"GraceHopper\"] \ncoverImage: \"@assets/2024-07-23-skad-sie-wzielo-okreslenie-debug-kobiety-w-it.jpeg\" \n---\n\nDid you know that the term debug was coined by Admiral Grace Hopper?\nWhile working on the Mark II computer at Harvard University, a moth got trapped in a relay, interfering with the machine’s operation. Removing the dead insect was humorously referred to by Admiral Hopper as debugging.\n\nPS. After a conversation with Wioletta Klimczak, I got my hands on the book “Digital Girls. Pioneers of Polish Computer Science” by Karolina Wasielewska. The story above comes from that book. It’s proof that women are an important part of the IT world!\n\n#DigitalGirls #ITPioneers #WomenInIT #IT #FemalePower #Debugging #GraceHopper\n</post>"
        },
        "promptType": "define",
        "hasOutputParser": true
      },
      "typeVersion": 2.2
    },
    {
      "id": "1844db4c-6da3-47cb-be7a-2aad32126178",
      "name": "단순 메모리",
      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
      "position": [
        2272,
        288
      ],
      "parameters": {
        "sessionKey": "simple_memory",
        "sessionIdType": "customKey",
        "contextWindowLength": 2
      },
      "typeVersion": 1.3
    },
    {
      "id": "5467bd31-25c6-4133-ba33-a6c66c332881",
      "name": "OpenAI 채팅 모델",
      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
      "position": [
        2128,
        288
      ],
      "parameters": {
        "model": {
          "__rl": true,
          "mode": "list",
          "value": "gpt-4.1-mini"
        },
        "options": {
          "responseFormat": "json_object"
        }
      },
      "credentials": {
        "openAiApi": {
          "id": "7lmHcPMAjhsZFa1f",
          "name": "OpenAi account"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "d462260a-ba85-4e3b-9ddf-f3e0d37ea249",
      "name": "게시물/아티클/페이지 나열",
      "type": "n8n-nodes-base.github",
      "position": [
        -240,
        512
      ],
      "webhookId": "ecf1a2e3-4fc4-4660-b4a9-a97743df2a1b",
      "parameters": {
        "owner": {
          "__rl": true,
          "mode": "list",
          "value": "pjsikora",
          "cachedResultUrl": "https://github.com/pjsikora",
          "cachedResultName": "pjsikora"
        },
        "filePath": "src/content/blog/pl/",
        "resource": "file",
        "operation": "list",
        "repository": {
          "__rl": true,
          "mode": "list",
          "value": "astro-n8n-test",
          "cachedResultUrl": "https://github.com/pjsikora/astro-n8n-test",
          "cachedResultName": "astro-n8n-test"
        }
      },
      "credentials": {
        "githubApi": {
          "id": "Qjzxc6aMdLBzUGJB",
          "name": "GitHub account"
        }
      },
      "typeVersion": 1.1
    },
    {
      "id": "3fb2d73a-f707-46dc-8357-67772d6a9b67",
      "name": "스티키 노트",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -320,
        208
      ],
      "parameters": {
        "color": 6,
        "width": 256,
        "height": 480,
        "content": "## Define repository\nDefine repository and directory in which workflow can find articles / post "
      },
      "typeVersion": 1
    },
    {
      "id": "41217dfe-2aa3-43bc-a415-88d22bb7e042",
      "name": "스티키 노트1",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        1424,
        -576
      ],
      "parameters": {
        "color": 5,
        "height": 416,
        "content": "## Get file content\nGet file content and pass it to AI Agent"
      },
      "typeVersion": 1
    },
    {
      "id": "9985d456-e5ec-4546-9020-ce0a0f9eb57c",
      "name": "게시물/아티클 분석으로 행 추가",
      "type": "n8n-nodes-base.googleSheets",
      "position": [
        2768,
        400
      ],
      "parameters": {
        "columns": {
          "value": {
            "Tags": "={{ JSON.stringify($json.output.old_tags) }}",
            "FileName": "={{ $('Get post/article file').item.json.path }}",
            "Categories": "={{ JSON.stringify($json.output.old_categories) }}",
            "Proposed Tags": "={{ JSON.stringify($json.output.tags) }}",
            "Proposed Categories": "={{ JSON.stringify($json.output.categories) }}"
          },
          "schema": [
            {
              "id": "FileName",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "FileName",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Categories",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Categories",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Proposed Categories",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Proposed Categories",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Tags",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Tags",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Proposed Tags",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Proposed Tags",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            }
          ],
          "mappingMode": "defineBelow",
          "matchingColumns": [],
          "attemptToConvertTypes": false,
          "convertFieldsToString": false
        },
        "options": {},
        "operation": "append",
        "sheetName": {
          "__rl": true,
          "mode": "list",
          "value": "gid=0",
          "cachedResultUrl": "https://docs.google.com/spreadsheets/d/1MU35s5OAZ4rcCXRnvkkcxrgSVAjXISeULPrCdCl0gXo/edit#gid=0",
          "cachedResultName": "Sheet1"
        },
        "documentId": {
          "__rl": true,
          "mode": "list",
          "value": "1MU35s5OAZ4rcCXRnvkkcxrgSVAjXISeULPrCdCl0gXo",
          "cachedResultUrl": "https://docs.google.com/spreadsheets/d/1MU35s5OAZ4rcCXRnvkkcxrgSVAjXISeULPrCdCl0gXo/edit?usp=drivesdk",
          "cachedResultName": "[AstroPosts]"
        }
      },
      "credentials": {
        "googleSheetsOAuth2Api": {
          "id": "sgj6aGeryqEVmS3h",
          "name": "GSheets - Piotr.Sikora.Ck@gmail.com"
        }
      },
      "typeVersion": 4.7
    },
    {
      "id": "2476998a-9a1b-4d40-b9d1-32f6f68d5d02",
      "name": "스티키 노트2",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        2624,
        112
      ],
      "parameters": {
        "color": 4,
        "width": 368,
        "height": 464,
        "content": "## Save propositions to Google SHeet file\n\nPrepare Google Sheet to contain following columns:\n- FileName\n- Categories\n- Proposed Categories\n- Tags\n- Proposed Tags"
      },
      "typeVersion": 1
    },
    {
      "id": "b8e31673-da84-4368-9f88-7a9cc2980e43",
      "name": "게시물/아티클 파일 가져오기",
      "type": "n8n-nodes-base.github",
      "position": [
        1504,
        -352
      ],
      "webhookId": "682a79e6-7c61-452d-8170-6f83196743a8",
      "parameters": {
        "owner": {
          "__rl": true,
          "mode": "list",
          "value": "pjsikora",
          "cachedResultUrl": "https://github.com/pjsikora",
          "cachedResultName": "pjsikora"
        },
        "filePath": "={{ $json.path }}",
        "resource": "file",
        "operation": "get",
        "repository": {
          "__rl": true,
          "mode": "list",
          "value": "piotr-sikora.com",
          "cachedResultUrl": "https://github.com/pjsikora/piotr-sikora.com",
          "cachedResultName": "piotr-sikora.com"
        },
        "additionalParameters": {}
      },
      "credentials": {
        "githubApi": {
          "id": "Qjzxc6aMdLBzUGJB",
          "name": "GitHub account"
        }
      },
      "typeVersion": 1.1
    },
    {
      "id": "980668bc-d2d2-4452-8f89-b16bec365c91",
      "name": "시트에서 행 가져오기",
      "type": "n8n-nodes-base.googleSheets",
      "position": [
        -512,
        -512
      ],
      "parameters": {
        "options": {},
        "sheetName": {
          "__rl": true,
          "mode": "list",
          "value": "gid=0",
          "cachedResultUrl": "https://docs.google.com/spreadsheets/d/1MU35s5OAZ4rcCXRnvkkcxrgSVAjXISeULPrCdCl0gXo/edit#gid=0",
          "cachedResultName": "Sheet1"
        },
        "documentId": {
          "__rl": true,
          "mode": "list",
          "value": "1MU35s5OAZ4rcCXRnvkkcxrgSVAjXISeULPrCdCl0gXo",
          "cachedResultUrl": "https://docs.google.com/spreadsheets/d/1MU35s5OAZ4rcCXRnvkkcxrgSVAjXISeULPrCdCl0gXo/edit?usp=drivesdk",
          "cachedResultName": "[AstroPosts]"
        }
      },
      "credentials": {
        "googleSheetsOAuth2Api": {
          "id": "sgj6aGeryqEVmS3h",
          "name": "GSheets - Piotr.Sikora.Ck@gmail.com"
        }
      },
      "typeVersion": 4.7
    },
    {
      "id": "00c43343-2e97-43fb-96d7-a1df7492516e",
      "name": "파일명만 나열 / 중복 제거",
      "type": "n8n-nodes-base.code",
      "position": [
        -240,
        -512
      ],
      "parameters": {
        "jsCode": "const filteredList = $input.all().map(item => {\n  return {\n    json: {\n      path: item.json.FileName\n    }\n  };\n});\n\n\nconst seen = new Set();\nconst unique = [];\n\nfor (const item of filteredList) {\n  const name = item.json.path;\n  if (!seen.has(name)) {\n    seen.add(name);\n    unique.push(item);\n  }\n}\n\nreturn unique;"
      },
      "typeVersion": 2
    },
    {
      "id": "2f1096f5-0280-4a3b-9a6f-3247bdd1ea44",
      "name": "GitHub 저장소에서 파일 경로만 가져오기",
      "type": "n8n-nodes-base.aggregate",
      "position": [
        48,
        512
      ],
      "parameters": {
        "options": {},
        "fieldsToAggregate": {
          "fieldToAggregate": [
            {
              "renameField": true,
              "outputFieldName": "githubPaths",
              "fieldToAggregate": "path"
            }
          ]
        }
      },
      "typeVersion": 1
    },
    {
      "id": "31799c27-6a3b-4220-bceb-e7dcf6277f5f",
      "name": "GoogleSheets에서 파일 경로만 가져오기",
      "type": "n8n-nodes-base.aggregate",
      "position": [
        32,
        -512
      ],
      "parameters": {
        "options": {},
        "fieldsToAggregate": {
          "fieldToAggregate": [
            {
              "renameField": true,
              "outputFieldName": "googlesheetsPaths",
              "fieldToAggregate": "path"
            }
          ]
        }
      },
      "typeVersion": 1
    },
    {
      "id": "3aba4eab-3305-4f86-9976-ef33d5a7c96e",
      "name": "AI 처리를 위한 새 저장소 파일 확인",
      "type": "n8n-nodes-base.code",
      "position": [
        800,
        -448
      ],
      "parameters": {
        "jsCode": "const allItems = $input.all();\n\n// Extract arrays \nconst googlePaths = allItems.find(i => i.json.googlesheetsPaths)?.json.googlesheetsPaths || [];\nconst githubPaths = allItems.find(i => i.json.githubPaths)?.json.githubPaths || [];\n\n// Compute difference: elements in githubPaths not in googlesheetsPaths\nconst difference = githubPaths.filter(path => !googlePaths.includes(path));\n\n// Return as n8n item array\nreturn difference.map(path => ({ json: { path } }));"
      },
      "typeVersion": 2,
      "alwaysOutputData": true
    },
    {
      "id": "1b542ec1-b963-4064-89fb-40a2a846c5f6",
      "name": "스위치",
      "type": "n8n-nodes-base.switch",
      "position": [
        1008,
        -448
      ],
      "parameters": {
        "rules": {
          "values": [
            {
              "outputKey": "Empty JSON",
              "conditions": {
                "options": {
                  "version": 2,
                  "leftValue": "",
                  "caseSensitive": true,
                  "typeValidation": "strict"
                },
                "combinator": "and",
                "conditions": [
                  {
                    "id": "7a2c39ae-c079-4e60-ac98-163b1b148244",
                    "operator": {
                      "type": "object",
                      "operation": "empty",
                      "singleValue": true
                    },
                    "leftValue": "={{ $json }}",
                    "rightValue": ""
                  }
                ]
              },
              "renameOutput": true
            },
            {
              "outputKey": "Not empty JSON",
              "conditions": {
                "options": {
                  "version": 2,
                  "leftValue": "",
                  "caseSensitive": true,
                  "typeValidation": "strict"
                },
                "combinator": "and",
                "conditions": [
                  {
                    "id": "90067dec-6a4b-4a26-8703-61d4fd44ed7a",
                    "operator": {
                      "type": "object",
                      "operation": "notEmpty",
                      "singleValue": true
                    },
                    "leftValue": "={{ $json }}",
                    "rightValue": ""
                  }
                ]
              },
              "renameOutput": true
            }
          ]
        },
        "options": {}
      },
      "typeVersion": 3.3
    },
    {
      "id": "8e129b23-d5a7-4630-ab8a-e780373657db",
      "name": "폼 제출 시",
      "type": "n8n-nodes-base.formTrigger",
      "position": [
        -832,
        -512
      ],
      "webhookId": "67880b06-ee61-4732-9324-3440d25c9f95",
      "parameters": {
        "options": {},
        "formTitle": "Start process ",
        "formDescription": "Start process of adding tags and categories"
      },
      "typeVersion": 2.3
    },
    {
      "id": "47908ded-1702-483c-9ab9-f60a1ba3c82f",
      "name": "GitHub에 새 게시물/아티클 없음",
      "type": "n8n-nodes-base.form",
      "position": [
        1488,
        -848
      ],
      "webhookId": "bee21cb0-92f3-45a1-b680-d9fc37b4f9d8",
      "parameters": {
        "options": {},
        "operation": "completion",
        "completionTitle": "List is empty",
        "completionMessage": "List of articles is empty (there is no new articles/pages in repository)"
      },
      "typeVersion": 2.3
    },
    {
      "id": "a1410a1b-0ce6-490e-912b-3c14107b13bb",
      "name": "처리 완료 - 카테고리 및 태그 추가됨",
      "type": "n8n-nodes-base.form",
      "position": [
        2176,
        -560
      ],
      "webhookId": "bee21cb0-92f3-45a1-b680-d9fc37b4f9d8",
      "parameters": {
        "options": {},
        "operation": "completion",
        "completionTitle": "Proces finished",
        "completionMessage": "Categories and tags added"
      },
      "typeVersion": 2.3
    },
    {
      "id": "ec135e1d-ba4d-4069-8da0-a1d663ad839c",
      "name": "GitHub 및 Google Sheets 읽기 병합",
      "type": "n8n-nodes-base.merge",
      "position": [
        560,
        -448
      ],
      "parameters": {},
      "typeVersion": 3.2
    },
    {
      "id": "ba6b4acc-e548-4df7-9559-bf3ba9b087b6",
      "name": "구조화된 출력 파서",
      "type": "@n8n/n8n-nodes-langchain.outputParserStructured",
      "position": [
        2416,
        288
      ],
      "parameters": {
        "jsonSchemaExample": "{\n  \"old_categories\": [\"category1\"],\n  \"categories\": [\"category1\",\"category2\"],\n  \"old_tags\": [\"tag1\",\"tag2\"],\n  \"tags\": [\"tag1\",\"tag2\",\"tag3\",\"tag4\"]\n}"
      },
      "typeVersion": 1.3
    },
    {
      "id": "a637ee7d-af38-420d-8717-e82dbafb3edb",
      "name": "스티키 노트3",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -592,
        -960
      ],
      "parameters": {
        "color": 4,
        "width": 256,
        "height": 608,
        "content": "## Get list of posts from Google Sheets\n\nThis step prevents repeating usage of AI Agent for previously analysed posts/pages.\n\nPrepare Google Sheet to contain following columns:\n- FileName\n- Categories\n- Proposed Categories\n- Tags\n- Proposed Tags"
      },
      "typeVersion": 1
    },
    {
      "id": "3fa92146-9b0d-45a9-be49-9cf6be9d66ec",
      "name": "스티키 노트4",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -320,
        -960
      ],
      "parameters": {
        "color": 7,
        "width": 256,
        "height": 608,
        "content": "## List FileNames only and Remove duplicates\n\nThis function filters out duplicate items from a list of Google Sheet objects based on the value of each item’s `FileName` property"
      },
      "typeVersion": 1
    },
    {
      "id": "1653cada-fdf6-418e-aab6-bb715d25ebf1",
      "name": "스티키 노트5",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -48,
        -960
      ],
      "parameters": {
        "color": 7,
        "width": 320,
        "height": 608,
        "content": "## Conver JSON to Array\n\nConvert from:\n```\n{\n\"path\": \"src1\"\n},\n{\n\"path\": \"src2\"\n},\n```\nTo\n```\n{\n\"googlesheetsPaths\": \n[\n\"src1\", \n\"src2\"\n]\n}\n```"
      },
      "typeVersion": 1
    },
    {
      "id": "45a2544a-424d-466c-9fa4-afa25ea1f08c",
      "name": "스티키 노트6",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        1424,
        -1008
      ],
      "parameters": {
        "height": 352,
        "content": "## No new files in GitHub repository\n"
      },
      "typeVersion": 1
    },
    {
      "id": "8b7ed568-b0fb-4589-9d5d-cf10699794d1",
      "name": "스티키 노트7",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -48,
        208
      ],
      "parameters": {
        "color": 7,
        "width": 320,
        "height": 480,
        "content": "## Conver JSON to Array\n\nConvert complex JSON to Array\n```\n{\n\"githubPaths\": \n[\n\"src1\", \n\"src2\"\n]\n}\n```"
      },
      "typeVersion": 1
    },
    {
      "id": "c39a9ece-2d68-47c0-b4e5-82e6acb0eb1e",
      "name": "스티키 노트8",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        720,
        -608
      ],
      "parameters": {
        "color": 7,
        "width": 256,
        "height": 320,
        "content": "## Compare list from Google Sheets with list from Github\n"
      },
      "typeVersion": 1
    },
    {
      "id": "97c232f0-6358-442d-a8c1-8234e7afff4d",
      "name": "스티키 노트9",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        2080,
        -288
      ],
      "parameters": {
        "color": 7,
        "width": 480,
        "height": 736,
        "content": "## AI Agent\n\nRole of **AI Agent** is to:\n- Analyse content of the file (post/page)\n- Assign categories and tags per analysed file\n- Return JSON in format by `Structured output` like below:\n\n```\n{\n  \"old_categories\": [\"category1\"],\n  \"categories\": [\"category1\",\"category2\"],\n  \"old_tags\": [\"tag1\",\"tag2\"],\n  \"tags\": [\"tag1\",\"tag2\",\"tag3\",\"tag4\"]\n}\n```"
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