[astro/nextjs] 記事/投稿へのカテゴリ/タグ割り当て

• •GitHub Personal Access Token
• •Google Sheets API認証情報
• •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 Agent",
      "type": "@n8n/n8n-nodes-langchain.agent",
      "position": [
        2192,
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      ],
      "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
    },
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      "id": "1844db4c-6da3-47cb-be7a-2aad32126178",
      "name": "Simple Memory",
      "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 Chat Model",
      "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": "記事/投稿/ページの一覧",
      "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": "付箋",
      "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": "付箋1",
      "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": "記事分析結果を行に追加",
      "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": "付箋2",
      "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": "記事ファイルを取得",
      "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": "シートの行を取得",
      "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": "ファイル名のみ一覧 / 重複を削除",
      "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リポジトリからファイルパスのみ取得",
      "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": "Google Sheetsからファイルパスのみ取得",
      "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処理用の新規リポジトリファイルをチェック",
      "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": "Switch",
      "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": "フォーム送信時",
      "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": "GitHubに新規記事なし",
      "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": "処理完了 - カテゴリとタグが追加されました",
      "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とGoogleシートの読み取り結果をマージ",
      "type": "n8n-nodes-base.merge",
      "position": [
        560,
        -448
      ],
      "parameters": {},
      "typeVersion": 3.2
    },
    {
      "id": "ba6b4acc-e548-4df7-9559-bf3ba9b087b6",
      "name": "Structured Output Parser",
      "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": "付箋3",
      "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": "付箋4",
      "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": "付箋5",
      "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": "付箋6",
      "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": "付箋7",
      "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": "付箋8",
      "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": "付箋9",
      "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```"
      },
      "typeVersion": 1
    },
    {
      "id": "935037f1-860d-42a3-b898-fccbd545c145",
      "name": "記事/ページをループ処理",
      "type": "n8n-nodes-base.splitInBatches",
      "position": [
        1776,
        -352
      ],
      "parameters": {
        "options": {}
      },
      "typeVersion": 3
    },
    {
      "id": "779d1b8f-1523-4c49-bdcc-6f4ed34ca301",
      "name": "付箋10",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        2096,
        -736
      ],
      "parameters": {
        "height": 352,
        "content": "## No new files in GitHub repository\n"
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