Usar GPT-4.1 mini para convertir lenguaje natural en búsquedas web y registrar en Google Sheets

Intermedio

Este es unContent Creation, Multimodal AIflujo de automatización del dominio deautomatización que contiene 14 nodos.Utiliza principalmente nodos como Webhook, HttpRequest, GoogleSheets, Agent, HttpRequestTool. Usar GPT-4.1 mini para convertir lenguaje natural en búsqueda en web y registrarla en Google Sheets

Requisitos previos
  • Punto final de HTTP Webhook (n8n generará automáticamente)
  • Pueden requerirse credenciales de autenticación para la API de destino
  • Credenciales de API de Google Sheets
Vista previa del flujo de trabajo
Visualización de las conexiones entre nodos, con soporte para zoom y panorámica
Exportar flujo de trabajo
Copie la siguiente configuración JSON en n8n para importar y usar este flujo de trabajo
{
  "meta": {
    "instanceId": "0a25db4fd0692af64b58f35e01611f2ef0b5bb9d6654c57ef3741021e7d8cc11",
    "templateId": "6343",
    "templateCredsSetupCompleted": true
  },
  "nodes": [
    {
      "id": "d324309d-a8e6-49a7-9aba-6539822ccc09",
      "name": "Site",
      "type": "n8n-nodes-base.httpRequest",
      "position": [
        640,
        256
      ],
      "parameters": {
        "url": "https://api.firecrawl.dev/v1/search",
        "method": "POST",
        "options": {},
        "jsonBody": "{\n  \"query\": \"nate herk site:www.geeky-gadgets.com\",\n  \"limit\": 5\n}",
        "sendBody": true,
        "sendHeaders": true,
        "specifyBody": "json",
        "headerParameters": {
          "parameters": [
            {}
          ]
        }
      },
      "typeVersion": 4.2
    },
    {
      "id": "0aea3a14-37ac-46c6-8e8c-a12c3750e801",
      "name": "In URL",
      "type": "n8n-nodes-base.httpRequest",
      "position": [
        640,
        448
      ],
      "parameters": {
        "url": "https://api.firecrawl.dev/v1/search",
        "method": "POST",
        "options": {},
        "jsonBody": "{\n  \"query\": \"nate herk inurl:skool\",\n  \"limit\": 5\n}",
        "sendBody": true,
        "sendHeaders": true,
        "specifyBody": "json",
        "headerParameters": {
          "parameters": [
            {}
          ]
        }
      },
      "typeVersion": 4.2
    },
    {
      "id": "f6c6becf-a6de-4523-846b-9ec51d485a2f",
      "name": "Exclusion",
      "type": "n8n-nodes-base.httpRequest",
      "position": [
        864,
        256
      ],
      "parameters": {
        "url": "https://api.firecrawl.dev/v1/search",
        "method": "POST",
        "options": {},
        "jsonBody": "{\n  \"query\": \"nate herk -inurl:skool\",\n  \"limit\": 6\n}",
        "sendBody": true,
        "sendHeaders": true,
        "specifyBody": "json",
        "headerParameters": {
          "parameters": [
            {}
          ]
        }
      },
      "typeVersion": 4.2
    },
    {
      "id": "8107f822-b505-4158-8c13-8f1bf7774db0",
      "name": "Pro",
      "type": "n8n-nodes-base.httpRequest",
      "position": [
        864,
        448
      ],
      "parameters": {
        "url": "https://api.firecrawl.dev/v1/search",
        "method": "POST",
        "options": {},
        "jsonBody": "{\n  \"query\": \"Nate Herk site:youtube.com -shorts intitle:automation\",\n  \"limit\": 5\n}",
        "sendBody": true,
        "sendHeaders": true,
        "specifyBody": "json",
        "headerParameters": {
          "parameters": [
            {}
          ]
        }
      },
      "typeVersion": 4.2
    },
    {
      "id": "d0a5315a-1d4a-41a7-b68c-ab31686370e1",
      "name": "GPT 4.1 mini",
      "type": "@n8n/n8n-nodes-langchain.lmChatOpenRouter",
      "position": [
        304,
        576
      ],
      "parameters": {
        "options": {}
      },
      "credentials": {
        "openRouterApi": {
          "id": "d5XqPDl5wyBTf7S8",
          "name": "OpenRouter account"
        }
      },
      "typeVersion": 1
    },
    {
      "id": "19753a83-34d3-4d61-a1ab-4d7d90f5245d",
      "name": "Firecrawl Search",
      "type": "n8n-nodes-base.httpRequestTool",
      "position": [
        432,
        576
      ],
      "parameters": {
        "url": "https://api.firecrawl.dev/v1/search",
        "method": "POST",
        "options": {},
        "jsonBody": "={\n  \"query\": \"{{$fromAI(\"searchQuery\")}}\",\n  \"limit\": {{$fromAI(\"limit\",\"the number of search results requested\", number)}},\n  \"scrapeOptions\": {\n  \"formats\": [\"markdown\", \"screenshot@fullPage\"]}\n}",
        "sendBody": true,
        "specifyBody": "json",
        "toolDescription": "Use this tool to search the internet"
      },
      "typeVersion": 4.2
    },
    {
      "id": "34fa76be-ef2a-4962-9ff1-9d5268525e5f",
      "name": "Search Agente",
      "type": "@n8n/n8n-nodes-langchain.agent",
      "position": [
        288,
        352
      ],
      "parameters": {
        "options": {
          "systemMessage": "=# Overview\nYou are a Firecrawl Search Query Generator Agent.\n\nYou have access to a tool called FireCrawl Search.\n\nYour job is to:\n1. Convert natural language instructions into a properly formatted Firecrawl query string using supported operators.\n2. Send that query — along with a `limit` parameter — to the **FireCrawl Search** tool.\n\n## Query Construction Rules:\n\nUse the following rules to transform user input:\n\n- If the user specifies an exact phrase  \n  → `Nate Herk`\n\n- To exclude terms or domains, prefix them with `-`  \n  → `-linkedin`, `-site:facebook.com`\n\n- If the user wants to search within a specific site, use `site:`  \n  → `site:youtube.com`\n\n- If the user wants a word in the URL, use `inurl:`  \n  → `inurl:nateherk`\n\n- If the user wants multiple words in the URL, use `allinurl:`  \n  → `allinurl:nate herk agent`\n\n- If the user wants a word in the title of the page, use `intitle:`  \n  → `intitle:automation`\n\n- If the user wants multiple words in the title, use `allintitle:`  \n  → `allintitle:ai agent tutorial`\n\n- If the user wants results related to a domain, use `related:`  \n  → `related:truehorizonai.com`\n\n\n## Tool Usage Instructions:\n\nAlways call the **FireCrawls Search** tool with:\n- `query`: the final constructed query string  \n- `limit`: the number of results the user requested\n\nIf the user does **not specify a limit**, default to:  \n→ `limit: 5`\n\n## Output\n\nAlways return all of the important information for each item that the tool gives you. The the title, the URL, the results, etc. \n\nFor each 'data' object that is returned in the results, output every field that lives in that object.\n\n## Examples:\n\n**Input:** Search the internet for Nate Herk  \n**Action:** Call FireCrawls Search with:  \n```json\n{\n  \"query\": Nate Herk,\n  \"limit\": 5\n}\n```\n\n**Input:** Find pages with AI agent in the title from YouTube, show me 10  \n**Action:**  \n```json\n{\n  \"query\": intitle:AI agent site:youtube.com,\n  \"limit\": 10\n}\n```\n\n**Input:** Show me results that mention Nate Herk but exclude LinkedIn  \n**Action:**  \n```json\n{\n  \"query\": Nate Herk -site:linkedin.com,\n  \"limit\": 5\n}\n```\n"
        }
      },
      "typeVersion": 2
    },
    {
      "id": "0cf2ace2-d00e-4234-8ff1-3118951db009",
      "name": "Disparador Webhook",
      "type": "n8n-nodes-base.webhook",
      "position": [
        64,
        352
      ],
      "webhookId": "0d916768-023f-4d0e-8b76-4cbd5ffa07ee",
      "parameters": {
        "path": "0d916768-023f-4d0e-8b76-4cbd5ffa07ee",
        "options": {}
      },
      "typeVersion": 2.1
    },
    {
      "id": "a59522c9-c0af-42cf-ba29-c517482549ba",
      "name": "Append row in sheet",
      "type": "n8n-nodes-base.googleSheets",
      "position": [
        1088,
        352
      ],
      "parameters": {
        "options": {},
        "operation": "append",
        "sheetName": {
          "__rl": true,
          "mode": "list",
          "value": "gid=0",
          "cachedResultUrl": "https://docs.google.com/spreadsheets/d/1EAA7t2lal9462X_CHmfZQ7LbAVsbrrkpGN1hpDI0p8o/edit#gid=0",
          "cachedResultName": "Tabellenblatt1"
        },
        "documentId": {
          "__rl": true,
          "mode": "list",
          "value": "1EAA7t2lal9462X_CHmfZQ7LbAVsbrrkpGN1hpDI0p8o",
          "cachedResultUrl": "https://docs.google.com/spreadsheets/d/1EAA7t2lal9462X_CHmfZQ7LbAVsbrrkpGN1hpDI0p8o/edit?usp=drivesdk",
          "cachedResultName": "Founders Academy Waitlist"
        }
      },
      "credentials": {
        "googleSheetsOAuth2Api": {
          "id": "cjPjcwa3RdiMAu79",
          "name": "Google Sheets account"
        }
      },
      "typeVersion": 4.7
    },
    {
      "id": "e16d710a-2d50-4209-b2b3-be66df110e09",
      "name": "Respond to Disparador Webhook",
      "type": "n8n-nodes-base.respondToWebhook",
      "position": [
        1312,
        352
      ],
      "parameters": {
        "options": {}
      },
      "typeVersion": 1.4
    },
    {
      "id": "9c0850a0-d487-4be7-817f-89dc4722bb88",
      "name": "Nota adhesiva",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -304,
        176
      ],
      "parameters": {
        "color": 4,
        "width": 520,
        "height": 140,
        "content": "## STEP 1 · Entry & Orchestration\n**Webhook** receives a natural-language search request.\n**Search Agent** (LLM) turns it into a Firecrawl query + limit and calls the tool.\nGoal: standardize queries and run repeatable searches."
      },
      "typeVersion": 1
    },
    {
      "id": "473b66f3-9de2-4484-bb12-9f6e3f991c04",
      "name": "Nota adhesiva1",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        288,
        16
      ],
      "parameters": {
        "color": 5,
        "width": 280,
        "height": 268,
        "content": "## STEP 2 · Agent & Tooling\n**LLM (OpenRouter)** powers the Search Agent.\n**Firecrawl Search tool** gets `query` + `limit` and returns results (incl. markdown / screenshots if enabled).\nTip: default to `limit: 5` when none provided."
      },
      "typeVersion": 1
    },
    {
      "id": "19065dd3-d693-4ed5-9d98-0a13cfe02d82",
      "name": "Nota adhesiva2",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        624,
        0
      ],
      "parameters": {
        "color": 6,
        "width": 432,
        "height": 218,
        "content": "## STEP 3 · Targeted Queries (HTTP)\nRuns multiple Firecrawl searches:\n• **Site:** `nate herk site:geeky-gadgets.com`\n• **In URL:** `nate herk inurl:skool`\n• **Exclusion:** `nate herk -inurl:skool`\n• **Pro (YouTube):** `Nate Herk site:youtube.com -shorts intitle:automation`\nUse these as parallel facets to widen coverage."
      },
      "typeVersion": 1
    },
    {
      "id": "826d9e61-6e3f-4ea4-a5b1-fdc2b754e116",
      "name": "Nota adhesiva3",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        1088,
        144
      ],
      "parameters": {
        "color": 7,
        "width": 520,
        "height": 140,
        "content": "## STEP 4 · Persist & Respond\n**Append row in sheet** writes search outputs to Google Sheets.\n**Respond to Webhook** returns results to the caller.\nTip: map fields you want to persist (titles, urls, snippet, etc.)."
      },
      "typeVersion": 1
    }
  ],
  "pinData": {},
  "connections": {
    "8107f822-b505-4158-8c13-8f1bf7774db0": {
      "main": [
        [
          {
            "node": "a59522c9-c0af-42cf-ba29-c517482549ba",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "d324309d-a8e6-49a7-9aba-6539822ccc09": {
      "main": [
        [
          {
            "node": "f6c6becf-a6de-4523-846b-9ec51d485a2f",
            "type": "main",
            "index": 0
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        ]
      ]
    },
    "0aea3a14-37ac-46c6-8e8c-a12c3750e801": {
      "main": [
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            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Webhook": {
      "main": [
        [
          {
            "node": "Search Agent",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "f6c6becf-a6de-4523-846b-9ec51d485a2f": {
      "main": [
        [
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            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "d0a5315a-1d4a-41a7-b68c-ab31686370e1": {
      "ai_languageModel": [
        [
          {
            "node": "Search Agent",
            "type": "ai_languageModel",
            "index": 0
          }
        ]
      ]
    },
    "Search Agent": {
      "main": [
        [
          {
            "node": "d324309d-a8e6-49a7-9aba-6539822ccc09",
            "type": "main",
            "index": 0
          },
          {
            "node": "0aea3a14-37ac-46c6-8e8c-a12c3750e801",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "19753a83-34d3-4d61-a1ab-4d7d90f5245d": {
      "ai_tool": [
        [
          {
            "node": "Search Agent",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    },
    "a59522c9-c0af-42cf-ba29-c517482549ba": {
      "main": [
        [
          {
            "node": "Respond to Webhook",
            "type": "main",
            "index": 0
          }
        ]
      ]
    }
  }
}
Preguntas frecuentes

¿Cómo usar este flujo de trabajo?

Copie el código de configuración JSON de arriba, cree un nuevo flujo de trabajo en su instancia de n8n y seleccione "Importar desde JSON", pegue la configuración y luego modifique la configuración de credenciales según sea necesario.

¿En qué escenarios es adecuado este flujo de trabajo?

Intermedio - Creación de contenido, IA Multimodal

¿Es de pago?

Este flujo de trabajo es completamente gratuito, puede importarlo y usarlo directamente. Sin embargo, tenga en cuenta que los servicios de terceros utilizados en el flujo de trabajo (como la API de OpenAI) pueden requerir un pago por su cuenta.

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Información del flujo de trabajo
Nivel de dificultad
Intermedio
Número de nodos14
Categoría2
Tipos de nodos8
Descripción de la dificultad

Adecuado para usuarios con experiencia intermedia, flujos de trabajo de complejidad media con 6-15 nodos

Autor
Meak

Meak

@meak

I help people build $5k+/month online by starting their own AI agency. Without BS.

Enlaces externos
Ver en n8n.io

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Categorías

Categorías: 34