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GPT-4.1 mini를 사용하여 자연어를 네트워크 검색으로 변환하고 Google Sheets에 기록

중급

이것은Content Creation, Multimodal AI분야의자동화 워크플로우로, 14개의 노드를 포함합니다.주로 Webhook, HttpRequest, GoogleSheets, Agent, HttpRequestTool 등의 노드를 사용하며. GPT-4.1 mini를 사용하여 자연어를 Google Sheets에 기록하는 네트워크 검색으로 변환

사전 요구사항
  • HTTP Webhook 엔드포인트(n8n이 자동으로 생성)
  • 대상 API의 인증 정보가 필요할 수 있음
  • Google Sheets API 인증 정보
워크플로우 미리보기
노드 연결 관계를 시각적으로 표시하며, 확대/축소 및 이동을 지원합니다
워크플로우 내보내기
다음 JSON 구성을 복사하여 n8n에 가져오면 이 워크플로우를 사용할 수 있습니다
{
  "meta": {
    "instanceId": "0a25db4fd0692af64b58f35e01611f2ef0b5bb9d6654c57ef3741021e7d8cc11",
    "templateId": "6343",
    "templateCredsSetupCompleted": true
  },
  "nodes": [
    {
      "id": "d324309d-a8e6-49a7-9aba-6539822ccc09",
      "name": "사이트",
      "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": "URL 내",
      "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": "제외",
      "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": "프로",
      "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 검색",
      "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": "검색 에이전트",
      "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": "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": "시트에 행 추가",
      "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": "Webhook에 응답",
      "type": "n8n-nodes-base.respondToWebhook",
      "position": [
        1312,
        352
      ],
      "parameters": {
        "options": {}
      },
      "typeVersion": 1.4
    },
    {
      "id": "9c0850a0-d487-4be7-817f-89dc4722bb88",
      "name": "스티커 메모",
      "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": "스티커 메모1",
      "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": "스티커 메모2",
      "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": "스티커 메모3",
      "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": [
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            "type": "main",
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      ]
    },
    "d324309d-a8e6-49a7-9aba-6539822ccc09": {
      "main": [
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            "type": "main",
            "index": 0
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      ]
    },
    "0aea3a14-37ac-46c6-8e8c-a12c3750e801": {
      "main": [
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    "0cf2ace2-d00e-4234-8ff1-3118951db009": {
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    "f6c6becf-a6de-4523-846b-9ec51d485a2f": {
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    "d0a5315a-1d4a-41a7-b68c-ab31686370e1": {
      "ai_languageModel": [
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            "type": "ai_languageModel",
            "index": 0
          }
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    "34fa76be-ef2a-4962-9ff1-9d5268525e5f": {
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    "19753a83-34d3-4d61-a1ab-4d7d90f5245d": {
      "ai_tool": [
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            "type": "ai_tool",
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          }
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    "a59522c9-c0af-42cf-ba29-c517482549ba": {
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}
자주 묻는 질문

이 워크플로우를 어떻게 사용하나요?

위의 JSON 구성 코드를 복사하여 n8n 인스턴스에서 새 워크플로우를 생성하고 "JSON에서 가져오기"를 선택한 후, 구성을 붙여넣고 필요에 따라 인증 설정을 수정하세요.

이 워크플로우는 어떤 시나리오에 적합한가요?

중급 - 콘텐츠 제작, 멀티모달 AI

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이 워크플로우는 완전히 무료이며 직접 가져와 사용할 수 있습니다. 다만, 워크플로우에서 사용하는 타사 서비스(예: OpenAI API)는 사용자 직접 비용을 지불해야 할 수 있습니다.

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Meak

@meak

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

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