[astro/nextjs] Zuweisen von Kategorien/Beschriftungen für Artikel/Posts

• •GitHub Personal Access Token
• •Google Sheets API-Anmeldedaten
• •OpenAI API Key

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  },
  "name": "[astro/nextjs] Assign cattegories / tags for article / post",
  "tags": [],
  "nodes": [
    {
      "id": "48cac2b7-14b3-4d02-8db7-082c9a8a5cec",
      "name": "KI-Agent",
      "type": "@n8n/n8n-nodes-langchain.agent",
      "position": [
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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>"
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        "promptType": "define",
        "hasOutputParser": true
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      "name": "Einfacher Speicher",
      "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": "Posts/Artikel/Seiten auflisten",
      "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": "Haftnotiz",
      "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",
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      "position": [
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        -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": "Zeilen mit Post-/Artikelanalyse anhängen",
      "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
    },
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      "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": "Post-/Artikeldatei abrufen",
      "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": "Zeile(n) in Tabelle abrufen",
      "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": "Nur Dateinamen auflisten / Duplikate entfernen",
      "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": "Nur Dateipfade aus GitHub-Repository abrufen",
      "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": "Nur Dateipfade aus GoogleSheets abrufen",
      "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": "Neue Repository-Dateien für KI-Verarbeitung prüfen",
      "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": "Bei Formularübermittlung",
      "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": "Keine neuen Posts/Artikel in GitHub",
      "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": "Verarbeitung abgeschlossen - Kategorien und Tags hinzugefügt",
      "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- und Google-Tabellenlesung zusammenführen",
      "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": "Haftnotiz3",
      "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": "Haftnotiz4",
      "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": "Haftnotiz5",
      "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": "Haftnotiz6",
      "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": "Haftnotiz7",
      "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": "Haftnotiz8",
      "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": "Haftnotiz9",
      "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": "Über Posts/Seiten iterieren",
      "type": "n8n-nodes-base.splitInBatches",
      "position": [
        1776,
        -352
      ],
      "parameters": {
        "options": {}
      },
      "typeVersion": 3
    },
    {
      "id": "779d1b8f-1523-4c49-bdcc-6f4ed34ca301",
      "name": "Haftnotiz10",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        2096,
        -736
      ],
      "parameters": {
        "height": 352,
        "content": "## No new files in GitHub repository\n"
      },
      "typeVersion": 1
    }
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