Verificador de visibilidad de la marca - Proyecto de demostración del laboratorio de IA

• •Pueden requerirse credenciales de autenticación para la API de destino
• •Credenciales de API de Google Sheets
• •Clave de API de OpenAI

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        "content": "## LLMO GEO Visibility Research"
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        "content": "## Sentiment analysis und brand evaluation"
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        "content": "## Reporting"
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        "content": "## Data source"
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        "content": "## Simplified Flow"
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              "value": "Are Asics running shoes any good"
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              "id": "Brand mentioned",
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              "displayName": "Brand mentioned",
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        "text": "=Take this message and evaluate its content: \"{{ $json.Response }}\"\n",
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          "systemMessage": "You task is to analyse the sentiment of a text message. Your input is the result of an Perplexity AI API Call in JSON format. \n\n--\n\n\nYour output is a JSON with three classifications:\n1. the Basic Polarity (KEY), with values from Positive, Neutral to Negative \n2. Emotion Category (Key) with values from Joy, Sadness,Anger,Fear, Disgust, Surprise.\n3. Third, Brand Hierachy (key), you evaluate the hierachy of brands mentioned in the LLM Response.\n\nExample Output for Brand Hierarchy: Nike>Adidas>Puma"
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        "hasOutputParser": true
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      "parameters": {
        "jsonSchemaExample": "{\n    \"Basic Polarity\": \"Negative\",\n    \"Emotion Category\": \"Anger\",\n    \"Brand Hierachy\": \"Nike>Adidas>Puma\"\n}"
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        "width": 4000,
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        "content": "## multi-model prompting"
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        "content": "## LLMO GEO Brand Visibility Research"
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        "content": "## Sentiment Analysis and Brandevaluation"
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        "content": "# Use Case Explanation\n\nUsers are continuously more and more using AI tools like ChatGPT, Perplexity etc to find what they need. Therefore, it's more and more important for brands and organization to be visible when users ask relevant questions. \n\nThe first step to optimize for visibility in these AI tools is to know where your brand stand. \n\nThis workflow helps in automating the analysis of the current visibility in tools like:\n- native open AI knowledge\n- Perplexity\n- chatGPT\n\nIt can be extended for more tools. See this workflow as a kickstart. There's much more you can do. The benefit of using a workflow for these analysis is that you can add your specific evaluations and your specific reasonings, even such as potential optimizations to increase visibility.\n\nInterested in professional AI automation - feel free to [check our services](https://www.aoe.com/de/services/automation-ai/n8n)"
      },
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      "name": "Modelo de Chat OpenAI (GPT 5)",
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          "value": "gpt-5",
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      "name": "Solicitud OpenAI",
      "type": "@n8n/n8n-nodes-langchain.chainLlm",
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      "parameters": {
        "text": "={{ $json.Prompt }}",
        "batching": {},
        "promptType": "define"
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      "typeVersion": 1.7
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      "id": "f83b4579-7eee-437c-bdc7-34273e19925b",
      "name": "OpenAI",
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              "name": "Response",
              "type": "string",
              "value": "={{ $json.text }}"
            },
            {
              "id": "1f6d60ae-2599-4371-baf9-d833bf03ad98",
              "name": "LLM",
              "type": "string",
              "value": "OpenAI"
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        "height": 288,
        "content": "## OpenAI (API / LLM Knowledge)"
      },
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      "name": "Nota Adhesiva15",
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        "content": "## Input\n(Replace to your need)"
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        "content": "## Result Evaluation"
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        "content": "## Store Result"
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        "content": "## Perplexity"
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        "content": "## ChatGPT\n\n"
      },
      "typeVersion": 1
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      "name": "Llamada APIfy a Raspador ChatGPT",
      "type": "n8n-nodes-base.httpRequest",
      "onError": "continueRegularOutput",
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      "parameters": {
        "url": "https://api.apify.com/v2/acts/automation_nerd~chatgpt-prompt-actor/run-sync-get-dataset-items",
        "method": "POST",
        "options": {},
        "jsonBody": "={\n    \"prompts\": [{{ JSON.stringify($json[\"Prompt\"]) }}],\n    \"proxyCountry\": \"DE\"\n}",
        "sendBody": true,
        "specifyBody": "json",
        "authentication": "genericCredentialType",
        "genericAuthType": "httpQueryAuth"
      },
      "credentials": {
        "httpQueryAuth": {
          "id": "0jsRZDiuGwwQPHPB",
          "name": "APIFy Token (Test account)"
        }
      },
      "retryOnFail": false,
      "typeVersion": 4.2,
      "alwaysOutputData": false
    },
    {
      "id": "0c0d89a3-8c5a-4d18-82af-2c0cf3129e85",
      "name": "Nota Adhesiva20",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -1168,
        992
      ],
      "parameters": {
        "color": 3,
        "width": 464,
        "height": 256,
        "content": "Use this node with care - only for testing and to your own risk. \nIt's using an APIfy actor that tries to prompt ChatGPT through the web interface.\n\nOpen AI might restrict access and you might violate usage conditions. \nSo use at your own risk and check the APIfy documentations for more details on how to use this.\n"
      },
      "typeVersion": 1
    },
    {
      "id": "a66095ef-09fd-4d7e-a33c-ea7ac731fc4a",
      "name": "Mapeo Final",
      "type": "n8n-nodes-base.set",
      "position": [
        16,
        -704
      ],
      "parameters": {
        "options": {},
        "assignments": {
          "assignments": [
            {
              "id": "81d3aa0e-4db1-4a08-9d17-a2e88708a262",
              "name": "source #1",
              "type": "string",
              "value": "={{ $('Map LLM Output').item.json.Citation1 }}"
            },
            {
              "id": "ec22de77-1bb3-4acd-889a-23866068014f",
              "name": "source #2",
              "type": "string",
              "value": "={{ $('Map LLM Output').item.json.Citation2 }}"
            },
            {
              "id": "d8ada9a6-8be5-4042-928b-f88364fe6c20",
              "name": "source #3",
              "type": "string",
              "value": "={{ $('Map LLM Output').item.json.Citation3 }}"
            },
            {
              "id": "30a63ecd-ab3d-4de5-9a9e-0010f40beb4d",
              "name": "source #4",
              "type": "string",
              "value": "={{ $('Map LLM Output').item.json.Citation4 }}"
            },
            {
              "id": "e87fcbbd-a77d-408b-a27d-ecec890d0cc1",
              "name": "source #5",
              "type": "string",
              "value": "={{ $('Map LLM Output').item.json.Citation5 }}"
            },
            {
              "id": "0972cb5b-a561-44a3-8872-477a54c4d64e",
              "name": "Message",
              "type": "string",
              "value": "={{ $('Map LLM Output').item.json.Message }}"
            },
            {
              "id": "ac0895c7-df51-46a4-b6bd-6a736ecd4eea",
              "name": "Emotion Category",
              "type": "string",
              "value": "={{ $json.output['Emotion Category'] }}"
            },
            {
              "id": "dd9c8884-b58d-4d01-b5c1-a1d1b9b38ac4",
              "name": "Basic Polarity",
              "type": "string",
              "value": "={{ $json.output['Basic Polarity'] }}"
            },
            {
              "id": "e47cbb34-9bfe-4a5f-8ade-80754a9e9d1a",
              "name": "Brand Hierachy",
              "type": "string",
              "value": "={{ $json.output[\"Brand Hierachy\"] }}"
            },
            {
              "id": "11e7f8c8-e965-4cbb-8d48-ec59b95eb7b6",
              "name": "Prompt",
              "type": "string",
              "value": "={{ $('LLM-Prompts').item.json.Prompt }}"
            }
          ]
        }
      },
      "typeVersion": 3.4
    },
    {
      "id": "ec91e5db-13ab-4c68-91d3-c15fbd391c57",
      "name": "Solicitud Perplexity",
      "type": "n8n-nodes-base.perplexity",
      "position": [
        -656,
        464
      ],
      "parameters": {
        "model": "sonar",
        "options": {},
        "messages": {
          "message": [
            {
              "content": "={{ $json.Prompt }}"
            }
          ]
        },
        "requestOptions": {}
      },
      "credentials": {
        "perplexityApi": {
          "id": "hGRSmzGiDNMOmljL",
          "name": "LLM-SEO PoC Key"
        }
      },
      "typeVersion": 1
    },
    {
      "id": "8912b8d9-266c-4b9f-9e4e-d12dd5c7a97d",
      "name": "Solicitud Perplexity1",
      "type": "n8n-nodes-base.perplexity",
      "position": [
        -1072,
        -704
      ],
      "parameters": {
        "model": "sonar",
        "options": {},
        "messages": {
          "message": [
            {
              "content": "={{ $json.Prompt }}"
            }
          ]
        },
        "requestOptions": {}
      },
      "credentials": {
        "perplexityApi": {
          "id": "hGRSmzGiDNMOmljL",
          "name": "LLM-SEO PoC Key"
        }
      },
      "typeVersion": 1
    },
    {
      "id": "410190c4-513c-4524-b8ca-1383bd00f8fe",
      "name": "Mapear Salida LLM",
      "type": "n8n-nodes-base.set",
      "position": [
        -864,
        -704
      ],
      "parameters": {
        "options": {},
        "assignments": {
          "assignments": [
            {
              "id": "81d3aa0e-4db1-4a08-9d17-a2e88708a262",
              "name": "Citation1",
              "type": "string",
              "value": "={{ $json.citations[0] }}"
            },
            {
              "id": "ec22de77-1bb3-4acd-889a-23866068014f",
              "name": "Citation2",
              "type": "string",
              "value": "={{ $json.citations[1] }}"
            },
            {
              "id": "d8ada9a6-8be5-4042-928b-f88364fe6c20",
              "name": "Citation3",
              "type": "string",
              "value": "={{ $json.citations[2] }}"
            },
            {
              "id": "30a63ecd-ab3d-4de5-9a9e-0010f40beb4d",
              "name": "Citation4",
              "type": "string",
              "value": "={{ $json.citations[3] }}"
            },
            {
              "id": "e87fcbbd-a77d-408b-a27d-ecec890d0cc1",
              "name": "Citation5",
              "type": "string",
              "value": "={{ $json.citations[4] }}"
            },
            {
              "id": "0972cb5b-a561-44a3-8872-477a54c4d64e",
              "name": "Message",
              "type": "string",
              "value": "={{ $json.choices[0].message.content }}"
            },
            {
              "id": "d06c8225-5bfe-41a8-8d56-06201c5de6c7",
              "name": "Prompt",
              "type": "string",
              "value": "={{ $('LLM-Prompts').item.json.Prompt }}"
            }
          ]
        }
      },
      "typeVersion": 3.4
    },
    {
      "id": "b1b67d26-323f-43d6-af99-6a751e7dc75e",
      "name": "Nota Adhesiva21",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -3328,
        -848
      ],
      "parameters": {
        "color": 4,
        "width": 896,
        "height": 384,
        "content": "# Using the simple Perplexity Flow\n\nThe simple flow calls the Perplexity API with the hardcoded Prompt in the first node. \n\nTo use it, just connect your openAI credentials and create a Google Sheet in your Google account with the proper fields to collect the result. \n\nThis simple flow acts as a demo. Use it to extend with your logic.\n"
      },
      "typeVersion": 1
    },
    {
      "id": "a3fac816-4abc-4869-9ab1-19ffa4f5a53a",
      "name": "Nota Adhesiva22",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -3360,
        -144
      ],
      "parameters": {
        "color": 4,
        "width": 896,
        "height": 480,
        "content": "# Using the multi model flow\n\nThis flow uses a Google Sheet to get the input prompts and then executes that prompts towards three different AI tools:\n\n1) just the openAI API to check the basic knowledge.\n2) Perplexity \n3) Uses APIfy to call a chatGPT scraping actor (use at own risk)\n\n--\n## To use the flow:\n\n- Connect your google sheet and prepare two sheets: \n    - one with the input prompts (containing just one Column \"Prompt\")\n    - and one for the output w\n\n\n- Create apify credential: \"Generic Credential Type\" > \"Query Auth\". Use Name \"token\" and paste the \nt te Column \"Prompt\tLLM\tResponse\tBrand mentioned\tBrand Hierarchy\tBasic Polarity\tEmotion Category\tSource 1\tSource 2\tSource 3\tSource4\""
      },
      "typeVersion": 1
    },
    {
      "id": "84a55a32-071a-43c6-a8c8-6e50dc31c705",
      "name": "Leer Prompts1",
      "type": "n8n-nodes-base.googleSheets",
      "position": [
        -1936,
        240
      ],
      "parameters": {
        "range": "A1:A100",
        "options": {},
        "sheetId": "1ObN4sF1fBBXsrg6aBayZdPXETRFNlAtp5H92mEiH33o"
      },
      "credentials": {
        "googleSheetsOAuth2Api": {
          "id": "qdhEdg8zimJRSIxl",
          "name": "Google Sheets account (aoetesting gmail)"
        }
      },
      "typeVersion": 2
    },
    {
      "id": "d22d72c3-9a88-4fa9-8e13-4f6c84100ae6",
      "name": "Bucle sobre Prompts",
      "type": "n8n-nodes-base.splitInBatches",
      "position": [
        -1456,
        240
      ],
      "parameters": {
        "options": {}
      },
      "typeVersion": 3
    },
    {
      "id": "67f32fd1-5f4a-40d9-825c-a90157dae006",
      "name": "Entrada Antes del Bucle",
      "type": "n8n-nodes-base.noOp",
      "position": [
        -1616,
        240
      ],
      "parameters": {},
      "typeVersion": 1
    },
    {
      "id": "f92edafd-a458-42f5-acfc-c2a0e9eae6af",
      "name": "Entrada Manual",
      "type": "n8n-nodes-base.set",
      "position": [
        -1904,
        448
      ],
      "parameters": {
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        "assignments": {
          "assignments": [
            {
              "id": "05e2a95b-2e64-43c1-873d-744a9fd4b656",
              "name": "Prompt",
              "type": "string",
              "value": "Was sind die besten Laufschuhe?"
            }
          ]
        }
      },
      "typeVersion": 3.4
    },
    {
      "id": "53519447-0bb2-4975-8c91-2b3b729f837c",
      "name": "Límite para Pruebas",
      "type": "n8n-nodes-base.limit",
      "position": [
        -1792,
        240
      ],
      "parameters": {
        "maxItems": 2
      },
      "typeVersion": 1
    },
    {
      "id": "438305e4-b1e0-4ce9-b54e-86c93ea850b7",
      "name": "Mapeador Perplexity",
      "type": "n8n-nodes-base.set",
      "position": [
        -336,
        480
      ],
      "parameters": {
        "options": {},
        "assignments": {
          "assignments": [
            {
              "id": "44594b4e-0665-4a34-b7af-9eb8993dca3e",
              "name": "Response",
              "type": "string",
              "value": "={{ $json.choices[0].message.content }}"
            },
            {
              "id": "1add090f-9bc2-44ba-b996-7946ffb0fc17",
              "name": "LLM",
              "type": "string",
              "value": "Perplexity"
            },
            {
              "id": "bb33a029-c428-490d-a51b-0e11556a04bf",
              "name": "Source1",
              "type": "string",
              "value": "={{ $json.citations[0]}}"
            },
            {
              "id": "71b8cc6a-f6a7-484e-ab76-8b20a15217d6",
              "name": "Source2",
              "type": "string",
              "value": "={{ $json.citations[1]}}"
            },
            {
              "id": "512b2a94-91c7-4046-be6f-ffee545a8502",
              "name": "Source3",
              "type": "string",
              "value": "={{ $json.citations[3]}}"
            },
            {
              "id": "13e874d5-bbb1-4624-809b-2631f2e915ad",
              "name": "Source4",
              "type": "string",
              "value": "={{ $json.citations[3]}}"
            },
            {
              "id": "85f0a9a3-22ac-482d-9ba6-31cf18a33af9",
              "name": "Source5",
              "type": "string",
              "value": "={{ $json.citations[4]}}"
            },
            {
              "id": "0d7bfe8c-a9de-442d-a186-1d10bdf31985",
              "name": "Source6",
              "type": "string",
              "value": "={{ $json.citations[5]}}"
            }
          ]
        }
      },
      "typeVersion": 3.4
    },
    {
      "id": "4086a4bc-527c-41ad-8f46-7e9ab78f30f5",
      "name": "Mapeador ChatGPT",
      "type": "n8n-nodes-base.set",
      "position": [
        -320,
        688
      ],
      "parameters": {
        "options": {},
        "assignments": {
          "assignments": [
            {
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              "name": "Response",
              "type": "string",
              "value": "={{ $json.response }}"
            },
            {
              "id": "1add090f-9bc2-44ba-b996-7946ffb0fc17",
              "name": "LLM",
              "type": "string",
              "value": "ChatGPT"
            },
            {
              "id": "bb33a029-c428-490d-a51b-0e11556a04bf",
              "name": "Source1",
              "type": "string",
              "value": "={{ $json.citations[0].url}}"
            },
            {
              "id": "71b8cc6a-f6a7-484e-ab76-8b20a15217d6",
              "name": "Source2",
              "type": "string",
              "value": "={{ $json.citations[1].url}}"
            },
            {
              "id": "512b2a94-91c7-4046-be6f-ffee545a8502",
              "name": "Source3",
              "type": "string",
              "value": "={{ $json.citations[3].url}}"
            },
            {
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              "name": "Source4",
              "type": "string",
              "value": "={{ $json.citations[3].url}}"
            },
            {
              "id": "85f0a9a3-22ac-482d-9ba6-31cf18a33af9",
              "name": "Source5",
              "type": "string",
              "value": "={{ $json.citations[4].url}}"
            },
            {
              "id": "0d7bfe8c-a9de-442d-a186-1d10bdf31985",
              "name": "Source6",
              "type": "string",
              "value": "={{ $json.citations[5].url}}"
            },
            {
              "id": "998de421-8d87-4f4b-a605-e7cc54dc7872",
              "name": "NewsListing1",
              "type": "string",
              "value": "={{ $json.newsListing[0].url}}"
            }
          ]
        }
      },
      "typeVersion": 3.4
    },
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      "name": "Preparar Columnas de Hoja",
      "type": "n8n-nodes-base.set",
      "position": [
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      ],
      "parameters": {
        "options": {},
        "assignments": {
          "assignments": [
            {
              "id": "08e610b4-563f-4f6d-b79e-cfc40b0d2f81",
              "name": "Prompt",
              "type": "string",
              "value": "={{ $('loop-input').item.json.Prompt }}"
            },
            {
              "id": "d34deaf5-2918-4afa-911c-d0922dcd7925",
              "name": "Response",
              "type": "string",
              "value": "={{ $('normalized-tool-response').item.json.Response }}"
            },
            {
              "id": "9f4ccf36-cfe0-4920-8f72-5c683a345806",
              "name": "Brand mentioned",
              "type": "string",
              "value": "={{ $('normalized-tool-response').item.json.Response.toLowerCase().includes(\"asics\") }}"
            },
            {
              "id": "b8b67f47-747b-41f7-9e8c-e31ac5f8047f",
              "name": "Brand Hierarchy",
              "type": "string",
              "value": "={{ $json.output['Brand Hierachy'] || \"\" }}"
            },
            {
              "id": "f954ed8a-d432-4a30-bbc5-2d864901b356",
              "name": "Basic Polarity",
              "type": "string",
              "value": "={{ $json.output['Basic Polarity'] || \"\" }}"
            },
            {
              "id": "817ce1aa-f913-4933-9646-340ff66c784b",
              "name": "Emotion Category",
              "type": "string",
              "value": "={{ $json.output['Emotion Category'] || \"\"}}"
            },
            {
              "id": "25feac61-7a0d-469b-ba5f-061e75a66c99",
              "name": "Source 1",
              "type": "string",
              "value": "={{ $('normalized-tool-response').item.json.Source1?$('normalized-tool-response').item.json.Source1:\"\" }}"
            },
            {
              "id": "9d7b5abd-64ac-4032-a765-d8d995a898e4",
              "name": "Source 2",
              "type": "string",
              "value": "={{ $('normalized-tool-response').item.json.Source2?$('normalized-tool-response').item.json.Source2:\"\" }}"
            },
            {
              "id": "d1bd2690-777b-419d-9b8c-e3d746525fe0",
              "name": "Source 3",
              "type": "string",
              "value": "={{ $('normalized-tool-response').item.json.Source3?$('normalized-tool-response').item.json.Source3:\"\" }}"
            },
            {
              "id": "7b53cb12-1e02-4ce3-ad0a-6c4f930eeb6c",
              "name": "Source4",
              "type": "string",
              "value": "={{ $('normalized-tool-response').item.json.Source4?$('normalized-tool-response').item.json.Source4:\"\" }}"
            },
            {
              "id": "e3bf318d-5986-451c-9a5c-e4d46055951b",
              "name": "LLM",
              "type": "string",
              "value": "={{ $('normalized-tool-response').item.json.LLM }}"
            }
          ]
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      },
      "typeVersion": 3.4
    },
    {
      "id": "ad845eea-f2ae-48a2-ae5f-ddf050ee648a",
      "name": "Respuesta Normalizada de Herramienta",
      "type": "n8n-nodes-base.noOp",
      "position": [
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        336
      ],
      "parameters": {},
      "typeVersion": 1
    },
    {
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      "name": "Entrada de Bucle",
      "type": "n8n-nodes-base.noOp",
      "position": [
        -1296,
        320
      ],
      "parameters": {},
      "typeVersion": 1
    },
    {
      "id": "67ab9566-baa4-4cc6-ba9f-598919abf806",
      "name": "Si Exitoso",
      "type": "n8n-nodes-base.if",
      "position": [
        -656,
        736
      ],
      "parameters": {
        "options": {},
        "conditions": {
          "options": {
            "version": 2,
            "leftValue": "",
            "caseSensitive": true,
            "typeValidation": "strict"
          },
          "combinator": "and",
          "conditions": [
            {
              "id": "221e7600-61b9-4f53-a904-a04bacc391f9",
              "operator": {
                "type": "string",
                "operation": "notEmpty",
                "singleValue": true
              },
              "leftValue": "={{ $json.prompt }}",
              "rightValue": 0
            }
          ]
        }
      },
      "typeVersion": 2.2
    },
    {
      "id": "f5329382-468c-4a50-ba99-c941693fcf54",
      "name": "Fin de Bucle",
      "type": "n8n-nodes-base.noOp",
      "position": [
        1136,
        704
      ],
      "parameters": {},
      "typeVersion": 1
    }
  ],
  "active": false,
  "pinData": {},
  "settings": {
    "executionOrder": "v1"
  },
  "versionId": "f43370b9-890c-4081-8787-39ac1033a57c",
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