AI Logo Tabellenextraktor zu Airtable

• •Airtable API Key
• •OpenAI API Key

{
  "id": "dDAqkobn2pqgdl2N",
  "meta": {
    "instanceId": "9e331a89ae45a204c6dee51c77131d32a8c962ec20ccf002135ea60bd285dba9"
  },
  "name": "AI Logo Sheet Extractor to Airtable",
  "tags": [],
  "nodes": [
    {
      "id": "f7ecadb8-dc5d-4e8c-96b8-52c1dbad49b6",
      "name": "Bei Formularabgabe",
      "type": "n8n-nodes-base.formTrigger",
      "position": [
        -660,
        -220
      ],
      "webhookId": "43837a27-f752-40a8-852a-d5d63d647bfd",
      "parameters": {
        "options": {
          "path": "logo-sheet-feeder"
        },
        "formTitle": "AI Logo Sheet Feeder",
        "formFields": {
          "values": [
            {
              "fieldType": "file",
              "fieldLabel": "The Logo-Sheet as Image",
              "requiredField": true
            },
            {
              "fieldLabel": "Addional Prompt (e.g.: What the meaning of the graphic?) *optional but helps from time to time.",
              "placeholder": "It's a graph chart comparing AI Tools"
            }
          ]
        },
        "formDescription": "Provide a Image with multiple Logos comparing or bringing multiple Tools into Context with one another."
      },
      "typeVersion": 2.2
    },
    {
      "id": "b1530578-bde9-4ee3-9cdb-545a621cdb84",
      "name": "Abruf- und Parser-Agent",
      "type": "@n8n/n8n-nodes-langchain.agent",
      "position": [
        -180,
        -220
      ],
      "parameters": {
        "options": {
          "systemMessage": "Your task is to retrieve Information from the given Input. Extract Categories and Attributes of all given and shown Tools, Softwares or Products you've got by the user.\n\nProvide the Output Array of Tools with the following Structure as JSON:\n\n[{\n\"name\": \"Name of the Tool, Software, etc.\",\n\"attributes\": [\"Some category or attribute\", \"something else you can see from the context or image\"],\n\"similar\": [\"similar tool, product, etc. from shown context\", \"another similar software, product, tool from context\"]\n},{\n\"name\": \"Name of anotherTool, Software, etc.\",\n\"attributes\": [\"Some category, subcategory or general attribute\", \"something else you can see from the context or image\"],\n\"similar\": [\"similar tool, product, etc. from shown context\", \"another similar software, product, tool from context\"]\n}]\n\nList these structure for all the Products you see!\n\nHere a description of the JSON fields:\n\"name\": Just the Name of the Software.\n\"attribute\": Turn any information from the context or image into multiple useful Attributes for this tool. Could be a category, could be a feature, etc. Try to split this information in multiple specific Attributes or Categories.\n\"similar\": if multiple tools are shown that could compare to this one (like on the same level or in the same category), list those here\n\nTake a deep breath and think step by step.\nTry to extract every mentioned tool. There are for sure multiple listed.",
          "passthroughBinaryImages": true
        },
        "hasOutputParser": true
      },
      "typeVersion": 1.7
    },
    {
      "id": "51642a02-51a4-4894-adf0-f364736dabc1",
      "name": "JSON",
      "type": "n8n-nodes-base.set",
      "position": [
        220,
        -220
      ],
      "parameters": {
        "mode": "raw",
        "options": {},
        "jsonOutput": "={{ $json.output }}"
      },
      "typeVersion": 3.4
    },
    {
      "id": "ec0f0575-eb33-48a9-b3fe-c4f5b71ff548",
      "name": "Strukturierter Ausgabe-Parser",
      "type": "@n8n/n8n-nodes-langchain.outputParserStructured",
      "position": [
        40,
        20
      ],
      "parameters": {
        "jsonSchemaExample": "{\n\t\"tools\": [{\n\"name\": \"Name of the Tool, Software, etc.\",\n\"attributes\": [\"Some category or attribute\", \"something else you can see from the context or image\"],\n\"similar\": [\"similar tool, product, etc. from shown context\", \"another similar software, product, tool from context\"]\n},{\n\"name\": \"Name of anotherTool, Software, etc.\",\n\"attributes\": [\"Some category, subcategory or general attribute\", \"something else you can see from the context or image\"],\n\"similar\": [\"similar tool, product, etc. from shown context\", \"another similar software, product, tool from context\"]\n}]}"
      },
      "typeVersion": 1.2
    },
    {
      "id": "6d78005e-7277-40a9-9f10-e3d8e475cbaf",
      "name": "Prüfen ob Attribut existiert",
      "type": "n8n-nodes-base.airtable",
      "position": [
        1380,
        0
      ],
      "parameters": {
        "base": {
          "__rl": true,
          "mode": "list",
          "value": "appq0gcmxHAZQhswW",
          "cachedResultUrl": "https://airtable.com/appq0gcmxHAZQhswW",
          "cachedResultName": "AI Tools"
        },
        "table": {
          "__rl": true,
          "mode": "list",
          "value": "tblX2rj8yNAZZRhwt",
          "cachedResultUrl": "https://airtable.com/appq0gcmxHAZQhswW/tblX2rj8yNAZZRhwt",
          "cachedResultName": "Attributes"
        },
        "columns": {
          "value": {
            "Name": "={{$json.attributes}}"
          },
          "schema": [
            {
              "id": "id",
              "type": "string",
              "display": true,
              "removed": true,
              "readOnly": true,
              "required": false,
              "displayName": "id",
              "defaultMatch": true
            },
            {
              "id": "Name",
              "type": "string",
              "display": true,
              "removed": false,
              "readOnly": false,
              "required": false,
              "displayName": "Name",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Tools",
              "type": "array",
              "display": true,
              "removed": true,
              "readOnly": false,
              "required": false,
              "displayName": "Tools",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            }
          ],
          "mappingMode": "defineBelow",
          "matchingColumns": [
            "Name"
          ]
        },
        "options": {},
        "operation": "upsert"
      },
      "credentials": {
        "airtableTokenApi": {
          "id": "jMqH6HkKUYTgyHVm",
          "name": "Airtable Personal Access Token account"
        }
      },
      "typeVersion": 2.1
    },
    {
      "id": "1c468a4b-4563-4f78-ba1b-138b18ac4821",
      "name": "Zusammenführen",
      "type": "n8n-nodes-base.merge",
      "position": [
        1620,
        80
      ],
      "parameters": {
        "mode": "combine",
        "options": {},
        "combineBy": "combineByPosition"
      },
      "typeVersion": 3
    },
    {
      "id": "4f597962-48e5-4367-a329-bc07d42ff86d",
      "name": "Attribut-ID zuordnen",
      "type": "n8n-nodes-base.set",
      "position": [
        1840,
        80
      ],
      "parameters": {
        "options": {},
        "assignments": {
          "assignments": [
            {
              "id": "675510b1-97e7-4a71-9c9e-d3ee792d9919",
              "name": "id",
              "type": "string",
              "value": "={{ $json.id }}"
            },
            {
              "id": "87cc9086-effd-4f4e-84c1-9adec5774e94",
              "name": "attribute",
              "type": "string",
              "value": "={{ $json.attributes }}"
            }
          ]
        }
      },
      "typeVersion": 3.4
    },
    {
      "id": "11679757-360c-468f-b624-a9f6853e29f4",
      "name": "Über Attribute iterieren",
      "type": "n8n-nodes-base.splitInBatches",
      "position": [
        720,
        -40
      ],
      "parameters": {
        "options": {}
      },
      "typeVersion": 3
    },
    {
      "id": "835a09ae-2e51-488c-b0b3-d895696a135e",
      "name": "Alle Attribute",
      "type": "n8n-nodes-base.set",
      "position": [
        940,
        -60
      ],
      "parameters": {
        "mode": "raw",
        "options": {},
        "jsonOutput": "={{ $json }}"
      },
      "typeVersion": 3.4
    },
    {
      "id": "b8ca6d98-ab37-4393-8a2c-561912aeff2b",
      "name": "Auf Attributerstellung warten",
      "type": "n8n-nodes-base.merge",
      "position": [
        1120,
        -200
      ],
      "parameters": {
        "mode": "chooseBranch"
      },
      "typeVersion": 3
    },
    {
      "id": "9eaf87d4-910b-4a6e-9cdf-ee51ff4180cc",
      "name": "Jedes Attribut zur entsprechenden RecID ändern",
      "type": "n8n-nodes-base.code",
      "position": [
        1340,
        -200
      ],
      "parameters": {
        "jsCode": "let knownAttributesOutput = $('All Attributes').all();\nlet knownAttributes = new Map();\nknownAttributesOutput.forEach((nodeOutput)=>{\nknownAttributes.set(nodeOutput.json.attribute.toString().trim(), nodeOutput.json.id);\n});\n\n\nfor (const item of $input.all()) {\n  item.json.attributes.forEach((attribute, index)=>{\n    item.json.attributes[index] = knownAttributes.get(attribute.toString().trim());\n  });\n}\n\nreturn $input.all();"
      },
      "typeVersion": 2
    },
    {
      "id": "ecfedff4-f6f9-429e-8514-cf8208e70048",
      "name": "Haftnotiz",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        600,
        -280
      ],
      "parameters": {
        "color": 5,
        "width": 1460,
        "height": 600,
        "content": "## Attribute Creation and Mapping those created or existing Ids "
      },
      "typeVersion": 1
    },
    {
      "id": "ad2fafed-0a42-4615-a882-01306af7caf5",
      "name": "Haftnotiz1",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -260,
        -360
      ],
      "parameters": {
        "color": 6,
        "width": 420,
        "height": 540,
        "content": "## Eat the provided Images, Extract the Information out of them as \"Tool -> Attributes\" list."
      },
      "typeVersion": 1
    },
    {
      "id": "5eb89e50-7a2f-415c-82f2-99eb8a7ff82f",
      "name": "Tools aufteilen",
      "type": "n8n-nodes-base.splitOut",
      "position": [
        440,
        -220
      ],
      "parameters": {
        "options": {},
        "fieldToSplitOut": "tools"
      },
      "typeVersion": 1
    },
    {
      "id": "680dfb4b-dde4-4d8f-852d-c3eba82e6607",
      "name": "Jeden Attribut-String aufteilen",
      "type": "n8n-nodes-base.splitOut",
      "position": [
        1140,
        100
      ],
      "parameters": {
        "options": {},
        "fieldToSplitOut": "attributes"
      },
      "typeVersion": 1
    },
    {
      "id": "a33465e9-d469-498f-9178-7c30e15d2782",
      "name": "Haftnotiz2",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        2120,
        -280
      ],
      "parameters": {
        "color": 4,
        "width": 880,
        "height": 600,
        "content": "## Create the Tools (if not exists)"
      },
      "typeVersion": 1
    },
    {
      "id": "5b5ab9f2-d4ac-437f-ab0a-b113a8af34ab",
      "name": "Eindeutigen Hash für Namen generieren",
      "type": "n8n-nodes-base.crypto",
      "position": [
        2180,
        -200
      ],
      "parameters": {
        "value": "={{ $json.name.toLowerCase().trim() }}",
        "dataPropertyName": "hash"
      },
      "typeVersion": 1
    },
    {
      "id": "ea8f7e6f-9004-4271-80d3-333701cce488",
      "name": "Erstellen falls nicht vorhanden",
      "type": "n8n-nodes-base.airtable",
      "position": [
        2400,
        -100
      ],
      "parameters": {
        "base": {
          "__rl": true,
          "mode": "list",
          "value": "appq0gcmxHAZQhswW",
          "cachedResultUrl": "https://airtable.com/appq0gcmxHAZQhswW",
          "cachedResultName": "AI Tools"
        },
        "table": {
          "__rl": true,
          "mode": "list",
          "value": "tblrikRHbX1N6P2JI",
          "cachedResultUrl": "https://airtable.com/appq0gcmxHAZQhswW/tblrikRHbX1N6P2JI",
          "cachedResultName": "Tools"
        },
        "columns": {
          "value": {
            "Hash": "={{$json.hash}}",
            "Name": "={{$json.name}}"
          },
          "schema": [
            {
              "id": "id",
              "type": "string",
              "display": true,
              "removed": true,
              "readOnly": true,
              "required": false,
              "displayName": "id",
              "defaultMatch": true
            },
            {
              "id": "Name",
              "type": "string",
              "display": true,
              "removed": false,
              "readOnly": false,
              "required": false,
              "displayName": "Name",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Description",
              "type": "string",
              "display": true,
              "removed": true,
              "readOnly": false,
              "required": false,
              "displayName": "Description",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Website",
              "type": "string",
              "display": true,
              "removed": true,
              "readOnly": false,
              "required": false,
              "displayName": "Website",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Category",
              "type": "array",
              "display": true,
              "options": [],
              "removed": true,
              "readOnly": false,
              "required": false,
              "displayName": "Category",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Attributes",
              "type": "array",
              "display": true,
              "removed": true,
              "readOnly": false,
              "required": false,
              "displayName": "Attributes",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Hash",
              "type": "string",
              "display": true,
              "removed": false,
              "readOnly": false,
              "required": false,
              "displayName": "Hash",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            }
          ],
          "mappingMode": "defineBelow",
          "matchingColumns": [
            "Hash"
          ]
        },
        "options": {},
        "operation": "upsert"
      },
      "credentials": {
        "airtableTokenApi": {
          "id": "jMqH6HkKUYTgyHVm",
          "name": "Airtable Personal Access Token account"
        }
      },
      "typeVersion": 2.1
    },
    {
      "id": "85ac3cbb-4103-4184-b686-9e5b8d48f421",
      "name": "Alte Daten + RecID zusammenführen",
      "type": "n8n-nodes-base.merge",
      "position": [
        2820,
        -180
      ],
      "parameters": {
        "mode": "combine",
        "options": {},
        "fieldsToMatchString": "hash"
      },
      "typeVersion": 3
    },
    {
      "id": "29d6369f-f233-46f8-8bee-aa3be854bb0c",
      "name": "Nur benötigte Daten",
      "type": "n8n-nodes-base.set",
      "position": [
        2600,
        -100
      ],
      "parameters": {
        "options": {},
        "assignments": {
          "assignments": [
            {
              "id": "0ff954ec-1d71-429b-b2e8-dca17ff0478d",
              "name": "hash",
              "type": "string",
              "value": "={{ $json.fields.Hash }}"
            },
            {
              "id": "a7f4c2e7-fa63-45d7-ad22-ce8c3aaae4d6",
              "name": "id",
              "type": "string",
              "value": "={{ $json.id }}"
            },
            {
              "id": "081a7613-7c06-4578-8aa4-25d21952b727",
              "name": "existingAttributes",
              "type": "array",
              "value": "={{ $json.fields.Attributes ? $json.fields.Attributes : [] }}"
            },
            {
              "id": "e3ace89b-d818-4448-8328-b36cdf08da2a",
              "name": "existingSimilars",
              "type": "array",
              "value": "={{ $json.fields.Similar ? $json.fields.Similar : [] }}"
            }
          ]
        }
      },
      "typeVersion": 3.4
    },
    {
      "id": "bdf9c435-3994-4c25-9520-8dfa76e625eb",
      "name": "Zu speichernde Attribute bestimmen",
      "type": "n8n-nodes-base.code",
      "position": [
        3040,
        -180
      ],
      "parameters": {
        "mode": "runOnceForEachItem",
        "jsCode": "let savingAttributes = $input.item.json.existingAttributes ? $input.item.json.existingAttributes : [];\n$input.item.json.attributes.forEach((attrId)=>{\nif($input.item.json.existingAttributes.indexOf(attrId) == -1) savingAttributes.push(attrId);\n});\n\n$input.item.json.savingAttributes = savingAttributes;\n\nreturn $input.item;"
      },
      "typeVersion": 2
    },
    {
      "id": "88e9f499-87d3-46e2-b3ea-1833c14aaa1b",
      "name": "Ähnliche aufteilen",
      "type": "n8n-nodes-base.splitOut",
      "position": [
        3300,
        20
      ],
      "parameters": {
        "options": {},
        "fieldToSplitOut": "similar"
      },
      "typeVersion": 1
    },
    {
      "id": "733a8d0c-c6ea-4386-9fd1-075980289e9c",
      "name": "Zusammenführen1",
      "type": "n8n-nodes-base.merge",
      "position": [
        3960,
        0
      ],
      "parameters": {
        "mode": "combine",
        "options": {},
        "combineBy": "combineByPosition"
      },
      "typeVersion": 3
    },
    {
      "id": "dabb7e11-b4de-44d9-a80f-3302f49194fb",
      "name": "Eindeutigen Hash für Ähnliche generieren",
      "type": "n8n-nodes-base.crypto",
      "position": [
        3520,
        -100
      ],
      "parameters": {
        "value": "={{ $json.similar.toLowerCase().trim() }}",
        "dataPropertyName": "hash"
      },
      "typeVersion": 1
    },
    {
      "id": "a1bbda24-f75c-4316-b2bd-645827d7af1f",
      "name": "Sollte existieren",
      "type": "n8n-nodes-base.airtable",
      "position": [
        3740,
        -100
      ],
      "parameters": {
        "base": {
          "__rl": true,
          "mode": "list",
          "value": "appq0gcmxHAZQhswW",
          "cachedResultUrl": "https://airtable.com/appq0gcmxHAZQhswW",
          "cachedResultName": "AI Tools"
        },
        "table": {
          "__rl": true,
          "mode": "list",
          "value": "tblrikRHbX1N6P2JI",
          "cachedResultUrl": "https://airtable.com/appq0gcmxHAZQhswW/tblrikRHbX1N6P2JI",
          "cachedResultName": "Tools"
        },
        "columns": {
          "value": {
            "Hash": "={{$json.hash}}",
            "Name": "={{$json.similar}}"
          },
          "schema": [
            {
              "id": "id",
              "type": "string",
              "display": true,
              "removed": true,
              "readOnly": true,
              "required": false,
              "displayName": "id",
              "defaultMatch": true
            },
            {
              "id": "Name",
              "type": "string",
              "display": true,
              "removed": false,
              "readOnly": false,
              "required": false,
              "displayName": "Name",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Description",
              "type": "string",
              "display": true,
              "removed": true,
              "readOnly": false,
              "required": false,
              "displayName": "Description",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Website",
              "type": "string",
              "display": true,
              "removed": true,
              "readOnly": false,
              "required": false,
              "displayName": "Website",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Category",
              "type": "array",
              "display": true,
              "options": [],
              "removed": true,
              "readOnly": false,
              "required": false,
              "displayName": "Category",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Attributes",
              "type": "array",
              "display": true,
              "removed": true,
              "readOnly": false,
              "required": false,
              "displayName": "Attributes",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Hash",
              "type": "string",
              "display": true,
              "removed": false,
              "readOnly": false,
              "required": false,
              "displayName": "Hash",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            }
          ],
          "mappingMode": "defineBelow",
          "matchingColumns": [
            "Hash"
          ]
        },
        "options": {},
        "operation": "upsert"
      },
      "credentials": {
        "airtableTokenApi": {
          "id": "jMqH6HkKUYTgyHVm",
          "name": "Airtable Personal Access Token account"
        }
      },
      "typeVersion": 2.1
    },
    {
      "id": "9853b85d-fcb9-4183-8fe4-6e32d318ab01",
      "name": "Alle Ähnlichen",
      "type": "n8n-nodes-base.set",
      "position": [
        4180,
        0
      ],
      "parameters": {
        "options": {},
        "assignments": {
          "assignments": [
            {
              "id": "675510b1-97e7-4a71-9c9e-d3ee792d9919",
              "name": "id",
              "type": "string",
              "value": "={{ $json.id }}"
            },
            {
              "id": "87cc9086-effd-4f4e-84c1-9adec5774e94",
              "name": "similar",
              "type": "string",
              "value": "={{ $json.similar }}"
            }
          ]
        }
      },
      "typeVersion": 3.4
    },
    {
      "id": "0e98acd2-4aa5-4df0-b36b-6ac1a8a2263b",
      "name": "Zusammenführen2",
      "type": "n8n-nodes-base.merge",
      "position": [
        4400,
        -160
      ],
      "parameters": {
        "mode": "chooseBranch"
      },
      "typeVersion": 3
    },
    {
      "id": "ed94900a-78cd-4f61-a705-30f7cb8eb9b8",
      "name": "Haftnotiz3",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        3200,
        -280
      ],
      "parameters": {
        "color": 2,
        "width": 1600,
        "height": 600,
        "content": "## Map Competitors"
      },
      "typeVersion": 1
    },
    {
      "id": "74f0f703-ce73-457c-9137-88d613d2e480",
      "name": "Jedes Ähnliche zur entsprechenden RecID ändern",
      "type": "n8n-nodes-base.code",
      "position": [
        4600,
        -160
      ],
      "parameters": {
        "jsCode": "let knownSimilarsOutput = $('All Similar').all();\nlet knownSimilars = new Map();\nknownSimilarsOutput.forEach((nodeOutput)=>{\n  knownSimilars.set(nodeOutput.json.similar.toString().trim(), nodeOutput.json.id);\n});\n\nfor (const item of $input.all()) {\n  item.json.similar.forEach((similar, index)=>{\n    item.json.similar[index] = knownSimilars.get(similar.toString().trim());\n  });\n}\n\nreturn $input.all();"
      },
      "typeVersion": 2
    },
    {
      "id": "c9187902-f67f-4639-906b-d6b14ace6a0e",
      "name": "Zu speichernde Ähnliche bestimmen",
      "type": "n8n-nodes-base.code",
      "position": [
        4880,
        -160
      ],
      "parameters": {
        "mode": "runOnceForEachItem",
        "jsCode": "let savingSimilar = $input.item.json.existingSimilars ? $input.item.json.existingSimilars : [];\n$input.item.json.similar.forEach((simId)=>{\nif($input.item.json.existingSimilars.indexOf(simId) == -1) savingSimilar.push(simId);\n});\n\n$input.item.json.savingSimilars = savingSimilar;\n\nreturn $input.item;"
      },
      "typeVersion": 2
    },
    {
      "id": "e925a388-05e2-49e4-92ad-984517f44057",
      "name": "Alle wertvollen Daten speichern",
      "type": "n8n-nodes-base.airtable",
      "position": [
        5120,
        -160
      ],
      "parameters": {
        "base": {
          "__rl": true,
          "mode": "list",
          "value": "appq0gcmxHAZQhswW",
          "cachedResultUrl": "https://airtable.com/appq0gcmxHAZQhswW",
          "cachedResultName": "AI Tools"
        },
        "table": {
          "__rl": true,
          "mode": "list",
          "value": "tblrikRHbX1N6P2JI",
          "cachedResultUrl": "https://airtable.com/appq0gcmxHAZQhswW/tblrikRHbX1N6P2JI",
          "cachedResultName": "Tools"
        },
        "columns": {
          "value": {
            "Hash": "={{$json.hash}}",
            "Name": "={{$json.name}}",
            "Similar": "={{ $json.savingSimilars }}",
            "Attributes": "={{ $json.savingAttributes }}"
          },
          "schema": [
            {
              "id": "id",
              "type": "string",
              "display": true,
              "removed": true,
              "readOnly": true,
              "required": false,
              "displayName": "id",
              "defaultMatch": true
            },
            {
              "id": "Name",
              "type": "string",
              "display": true,
              "removed": false,
              "readOnly": false,
              "required": false,
              "displayName": "Name",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Description",
              "type": "string",
              "display": true,
              "removed": true,
              "readOnly": false,
              "required": false,
              "displayName": "Description",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Website",
              "type": "string",
              "display": true,
              "removed": true,
              "readOnly": false,
              "required": false,
              "displayName": "Website",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Category",
              "type": "array",
              "display": true,
              "options": [],
              "removed": true,
              "readOnly": false,
              "required": false,
              "displayName": "Category",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Attributes",
              "type": "array",
              "display": true,
              "removed": false,
              "readOnly": false,
              "required": false,
              "displayName": "Attributes",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Hash",
              "type": "string",
              "display": true,
              "removed": false,
              "readOnly": false,
              "required": false,
              "displayName": "Hash",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Similar",
              "type": "array",
              "display": true,
              "removed": false,
              "readOnly": false,
              "required": false,
              "displayName": "Similar",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            }
          ],
          "mappingMode": "defineBelow",
          "matchingColumns": [
            "Hash"
          ]
        },
        "options": {},
        "operation": "upsert"
      },
      "credentials": {
        "airtableTokenApi": {
          "id": "jMqH6HkKUYTgyHVm",
          "name": "Airtable Personal Access Token account"
        }
      },
      "typeVersion": 2.1
    },
    {
      "id": "d2532094-9c71-4fc0-8195-fb2e29169086",
      "name": "Agenteneingabe zuordnen",
      "type": "n8n-nodes-base.set",
      "position": [
        -440,
        -220
      ],
      "parameters": {
        "options": {},
        "assignments": {
          "assignments": [
            {
              "id": "ace29464-a2a1-44a1-87f9-255fbde042cf",
              "name": "chatInput",
              "type": "string",
              "value": "={{$json.Prompt}}"
            }
          ]
        },
        "includeOtherFields": true
      },
      "typeVersion": 3.4
    },
    {
      "id": "8fa7273b-ebc8-40e4-9f11-e4b26784f60d",
      "name": "gpt-4o",
      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
      "position": [
        -200,
        20
      ],
      "parameters": {
        "model": "gpt-4o",
        "options": {}
      },
      "credentials": {
        "openAiApi": {
          "id": "25",
          "name": "Key 3 vom 15. Jan. 2023\t"
        }
      },
      "typeVersion": 1
    },
    {
      "id": "fb282ffe-4871-4560-97ce-43cc381db874",
      "name": "Notiz3",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -1440,
        -580
      ],
      "parameters": {
        "width": 668,
        "height": 786,
        "content": "## Instructions\n\nThis automation enables you to just upload any Image (via Form) of a Logo Sheet, containing multiple Images of Products, most likely and bringing them in some context to one another. \n\nAfter submitting an AI-Agent eats **that Logo Sheet**, turning it into an List of \"Productname\" and \"Attributes\", also checks if Tools are kind of similar to another, given the Context of the Image.\n\nWe utilize AI Vision capabilities for that. **NOTE:** It might not be able to extract all informations. For a \"upload and forget it\" Workflow it works for me. You can even run it multiple times, to be sure. \n\nBut if you need to make sure it extracts **everything** you might need to think about an Multi-Agent Setup with Validation-Agent Steps.\n\nOnce the Agent finishes the extraction, it will traditionally and deterministicly add those Attributes to Airtable (**Creates** those, if not already existing.) and also **Upserts** the Tool Informations.\n\nIt uses MD5 **Hashes** for turning Product Names into.. something fancy really, you could also use it without that, but I wanted to have something that looks atleast like an ID.  \n\n### Setup\n\n1. Set Up the Airtable like shown below.\n2. Update and set Credentials for all Airtable Nodes.\n3. Check or Adjust the Prompt of the Agent matching your use-case.\n4. Activate the Workflow. \n5. Open the Form (default: https://your-n8n.io/form/logo-sheet-feeder)\n6. Enjoy growing your Airtable.\n\n![Image](https://cloud.let-the-work-flow.com/logo-64.png)  \nEnjoy the workflow! ❤️  \n[let the workf low](https://let-the-work-flow.com) — Workflow Automation & Development"
      },
      "typeVersion": 1
    },
    {
      "id": "9ea45b9b-ac2a-4498-b96f-5f5de50acade",
      "name": "Tabelle: Tools",
      "type": "n8n-nodes-base.noOp",
      "position": [
        -1340,
        340
      ],
      "parameters": {},
      "typeVersion": 1
    },
    {
      "id": "6dfbc02e-36b3-4640-b9f2-940c7cd6f86e",
      "name": "Tabelle: Attribute",
      "type": "n8n-nodes-base.noOp",
      "position": [
        -1000,
        340
      ],
      "parameters": {},
      "typeVersion": 1
    },
    {
      "id": "d8ffeff8-8df7-4fc0-9f18-49a44d10eb7d",
      "name": "Notiz",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -1440,
        240
      ],
      "parameters": {
        "color": 7,
        "width": 668,
        "height": 786,
        "content": "## Airtable Structure\n"
      },
      "typeVersion": 1
    },
    {
      "id": "7023be89-ee1d-41e6-bcf5-ee28f1284e07",
      "name": "Haftnotiz4",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -1420,
        580
      ],
      "parameters": {
        "color": 5,
        "width": 300,
        "height": 320,
        "content": "### Tools Table Fields\n\n**Required:**\nName (singleLineText) \nAttributes (multipleRecordLinks=Link to Attributes Table) \nHash (singleLineText) \nSimilar (multipleRecordLinks=Link to the Same Table:\"Tools\") \n\n_Description (multilineText)_ \n_Website (url)_\n_Category (multipleSelects)_"
      },
      "typeVersion": 1
    },
    {
      "id": "0c999f6f-11fb-472a-aa10-0915fbcd1254",
      "name": "make als lesbare Liste",
      "type": "n8n-nodes-base.html",
      "disabled": true,
      "position": [
        -420,
        800
      ],
      "parameters": {
        "html": ""
      },
      "typeVersion": 1.2
    },
    {
      "id": "ae351db3-5c47-4e53-bf9e-e34434ad9522",
      "name": "Schema abrufen",
      "type": "n8n-nodes-base.airtable",
      "disabled": true,
      "position": [
        -640,
        800
      ],
      "parameters": {
        "base": {
          "__rl": true,
          "mode": "list",
          "value": "appq0gcmxHAZQhswW",
          "cachedResultUrl": "https://airtable.com/appq0gcmxHAZQhswW",
          "cachedResultName": "AI Tools"
        },
        "resource": "base",
        "operation": "getSchema"
      },
      "credentials": {
        "airtableTokenApi": {
          "id": "jMqH6HkKUYTgyHVm",
          "name": "Airtable Personal Access Token account"
        }
      },
      "typeVersion": 2.1
    },
    {
      "id": "9da286e2-2a06-4d2a-bd5b-b6c828683ff2",
      "name": "Notiz1",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -720,
        660
      ],
      "parameters": {
        "color": 7,
        "width": 488,
        "height": 366,
        "content": "## Helper for Documentation (ignore or enjoy it)\n"
      },
      "typeVersion": 1
    },
    {
      "id": "901a0c48-82a9-4fd3-a007-8f4b257348d3",
      "name": "Haftnotiz5",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -1080,
        580
      ],
      "parameters": {
        "color": 5,
        "width": 280,
        "height": 320,
        "content": "### Attributes Table Fields\n\n**Required:**\nName (singleLineText)\nTools (multipleRecordLinks=Link to Tools Table) "
      },
      "typeVersion": 1
    },
    {
      "id": "966243fa-a1a3-4201-9df7-6a01aa762ae8",
      "name": "Haftnotiz6",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -160,
        -460
      ],
      "parameters": {
        "color": 3,
        "width": 220,
        "height": 80,
        "content": "### Might want to Adjust Prompt to your \"Use-Case\" 🤖"
      },
      "typeVersion": 1
    },
    {
      "id": "1a4e5b87-68a6-499e-9374-e067fae12c84",
      "name": "Notiz4",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -2440,
        -580
      ],
      "parameters": {
        "color": 7,
        "width": 968,
        "height": 646,
        "content": "## Example Logo Sheet\n### For these kind of sheets the Prompt is designed per default\n\n![Image](https://cloud.let-the-work-flow.com/workflow-data/example-ai-logo-sheet.jpg)  "
      },
      "typeVersion": 1
    }
  ],
  "active": true,
  "pinData": {
    "Retrieve and Parser Agent": [
      {
        "json": {
          "output": {
            "tools": [
              {
                "name": "airOps",
                "similar": [
                  "Cognition",
                  "Gradial"
                ],
                "attributes": [
                  "Agentic Application",
                  "AI infrastructure"
                ]
              },
              {
                "name": "Cognition",
                "similar": [
                  "airOps",
                  "Gradial"
                ],
                "attributes": [
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                  "AI infrastructure"
                ]
              },
              {
                "name": "Gradial",
                "similar": [
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                  "airOps"
                ],
                "attributes": [
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                  "AI infrastructure"
                ]
              },
              {
                "name": "Cognosys",
                "similar": [
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                ],
                "attributes": [
                  "Agentic Application",
                  "AI infrastructure"
                ]
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              {
                "name": "FIXIE",
                "similar": [
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                  "continuia"
                ],
                "attributes": [
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                  "AI infrastructure"
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              },
              {
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                "similar": [
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                ],
                "attributes": [
                  "Agentic Application",
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                ]
              },
              {
                "name": "Agentlabs",
                "similar": [
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                  "LangChain"
                ],
                "attributes": [
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                  "Utilizes OpenAI and LangChain"
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              },
              {
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                "similar": [
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                "attributes": [
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              {
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                "similar": [
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                "attributes": [
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              {
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                "similar": [
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                "attributes": [
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              },
              {
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                ],
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                "similar": [
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                "attributes": [
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                  "Web services"
                ]
              },
              {
                "name": "Cloudflare",
                "similar": [
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                  "platform.sh"
                ],
                "attributes": [
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                  "Web services"
                ]
              },
              {
                "name": "bright data",
                "similar": [
                  "Cloudflare",
                  "platform.sh"
                ],
                "attributes": [
                  "Browser Infrastructure",
                  "Web services"
                ]
              },
              {
                "name": "platform.sh",
                "similar": [
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                ],
                "attributes": [
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                  "Web services"
                ]
              },
              {
                "name": "ingest",
                "similar": [
                  "hatchet",
                  "Trigger.dev"
                ],
                "attributes": [
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                  "Data management"
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              },
              {
                "name": "hatchet",
                "similar": [
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                "attributes": [
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              {
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                "similar": [
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                  "hatchet"
                ],
                "attributes": [
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                  "Data management"
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              },
              {
                "name": "DSPy",
                "similar": [
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                  "Scma4.ai"
                ],
                "attributes": [
                  "Orchestration Tool",
                  "AI Workflow Management"
                ]
              },
              {
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                "similar": [
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                  "Scma4.ai"
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                "attributes": [
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                ]
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                "name": "Scma4.ai",
                "similar": [
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                  "AutoGen"
                ],
                "attributes": [
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                  "AI Workflow Management"
                ]
              },
              {
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                "similar": [
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                ],
                "attributes": [
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                  "Memory management"
                ]
              },
              {
                "name": "Graphlit",
                "similar": [
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                  "LangMem"
                ],
                "attributes": [
                  "Personalization Tool",
                  "Memory management"
                ]
              },
              {
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                "similar": [
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                ],
                "attributes": [
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                  "Memory management"
                ]
              },
              {
                "name": "Pinecone",
                "similar": [
                  "Chroma",
                  "Weaviate"
                ],
                "attributes": [
                  "Storage Tool",
                  "Memory management"
                ]
              },
              {
                "name": "Chroma",
                "similar": [
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                  "Weaviate"
                ],
                "attributes": [
                  "Storage Tool",
                  "Memory management"
                ]
              },
              {
                "name": "Weaviate",
                "similar": [
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                  "Chroma"
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                "attributes": [
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                  "Memory management"
                ]
              },
              {
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                "similar": [
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                  "Chroma"
                ],
                "attributes": [
                  "Context Management",
                  "Data storage"
                ]
              },
              {
                "name": "LangServe",
                "similar": [
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                  "Ollama"
                ],
                "attributes": [
                  "Agent Hosting",
                  "Deployment platform"
                ]
              },
              {
                "name": "E2B",
                "similar": [
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                  "Ollama"
                ],
                "attributes": [
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                  "Deployment platform"
                ]
              },
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                "name": "Ollama",
                "similar": [
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                  "E2B"
                ],
                "attributes": [
                  "Agent Hosting",
                  "Deployment platform"
                ]
              },
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                "name": "LangGraph",
                "similar": [
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                "attributes": [
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                "similar": [
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                "attributes": [
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                ]
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              {
                "name": "Semantic Kernel",
                "similar": [
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                "attributes": [
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                "similar": [
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                ],
                "attributes": [
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                  "Performance Assessment"
                ]
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                "similar": [
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                ],
                "attributes": [
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                  "Performance Assessment"
                ]
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                "similar": [
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                  "context"
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                "attributes": [
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                  "Performance Assessment"
                ]
              },
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                "attributes": [
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                ]
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                "similar": [
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                "attributes": [
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                  "Data Management"
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                "similar": [
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                  "griptape"
                ],
                "attributes": [
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                  "Data Management"
                ]
              }
            ]
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