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n8n 한국어amn8n.com

AI를 사용하여 이메일을 쉽게 관리

고급

이것은AI, Marketing분야의자동화 워크플로우로, 31개의 노드를 포함합니다.주로 Set, Gmail, Markdown, EmailSend, GoogleDrive 등의 노드를 사용하며인공지능 기술을 결합하여 스마트 자동화를 구현합니다. AI 기반 이메일 요약 및 검토 - 쉬운 이메일 관리

사전 요구사항
  • Google 계정 및 Gmail API 인증 정보
  • Google Drive API 인증 정보
  • 대상 API의 인증 정보가 필요할 수 있음
  • OpenAI API Key
  • Qdrant 서버 연결 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
{
  "id": "nkPjDxMrrkKbgHaV",
  "meta": {
    "instanceId": "a4bfc93e975ca233ac45ed7c9227d84cf5a2329310525917adaf3312e10d5462",
    "templateCredsSetupCompleted": true
  },
  "name": "Effortless Email Management with AI",
  "tags": [],
  "nodes": [
    {
      "id": "9d77e26f-de2b-4bd4-b0f0-9924a8f459a6",
      "name": "이메일 트리거 (IMAP)",
      "type": "n8n-nodes-base.emailReadImap",
      "position": [
        -2000,
        -180
      ],
      "parameters": {
        "options": {}
      },
      "credentials": {
        "imap": {
          "id": "k31W9oGddl9pMDy4",
          "name": "IMAP info@n3witalia.com"
        }
      },
      "typeVersion": 2
    },
    {
      "id": "cf2d020b-b125-4a20-8694-8ed0f7acf755",
      "name": "마크다운",
      "type": "n8n-nodes-base.markdown",
      "position": [
        -1740,
        -180
      ],
      "parameters": {
        "html": "={{ $json.textHtml }}",
        "options": {}
      },
      "typeVersion": 1
    },
    {
      "id": "41bfceff-0155-4643-be60-ee301e2d69e1",
      "name": "이메일 보내기",
      "type": "n8n-nodes-base.emailSend",
      "position": [
        400,
        -320
      ],
      "webhookId": "a79ae1b4-648c-4cb4-b6cd-04ea3c1d9314",
      "parameters": {
        "html": "={{ $('Edit Fields').item.json.email }}",
        "options": {},
        "subject": "=Re: {{ $('Email Trigger (IMAP)').item.json.subject }}",
        "toEmail": "={{ $('Email Trigger (IMAP)').item.json.from }}",
        "fromEmail": "={{ $('Email Trigger (IMAP)').item.json.to }}"
      },
      "credentials": {
        "smtp": {
          "id": "hRjP3XbDiIQqvi7x",
          "name": "SMTP info@n3witalia.com"
        }
      },
      "typeVersion": 2.1
    },
    {
      "id": "2aff581a-8b64-405c-b62f-74bf189fd7b1",
      "name": "Qdrant 벡터 저장소",
      "type": "@n8n/n8n-nodes-langchain.vectorStoreQdrant",
      "position": [
        -320,
        600
      ],
      "parameters": {
        "mode": "retrieve-as-tool",
        "options": {},
        "toolName": "company_knowladge_base",
        "toolDescription": "Extracts information regarding the request made.",
        "qdrantCollection": {
          "__rl": true,
          "mode": "id",
          "value": "=COLLECTION"
        },
        "includeDocumentMetadata": false
      },
      "credentials": {
        "qdrantApi": {
          "id": "iyQ6MQiVaF3VMBmt",
          "name": "QdrantApi account"
        }
      },
      "typeVersion": 1
    },
    {
      "id": "6e3f6df0-8924-47d9-855c-51205d19e86d",
      "name": "임베딩 OpenAI",
      "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
      "position": [
        -440,
        800
      ],
      "parameters": {
        "options": {}
      },
      "credentials": {
        "openAiApi": {
          "id": "CDX6QM4gLYanh0P4",
          "name": "OpenAi account"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "37ac411b-4a74-44d1-917e-b07d1c9ca221",
      "name": "이메일 요약 체인",
      "type": "@n8n/n8n-nodes-langchain.chainSummarization",
      "position": [
        -1480,
        -180
      ],
      "parameters": {
        "options": {
          "binaryDataKey": "={{ $json.data }}",
          "summarizationMethodAndPrompts": {
            "values": {
              "prompt": "=Write a concise summary of the following in max 100 words:\n\n\"{{ $json.data }}\"\n\nDo not enter the total number of words used.",
              "combineMapPrompt": "=Write a concise summary of the following in max 100 words:\n\n\"{{ $json.data }}\"\n\nDo not enter the total number of words used."
            }
          }
        },
        "operationMode": "nodeInputBinary"
      },
      "typeVersion": 2
    },
    {
      "id": "91edbac9-847b-4f31-a8dd-09418bd93642",
      "name": "이메일 작성",
      "type": "@n8n/n8n-nodes-langchain.agent",
      "position": [
        -1040,
        -180
      ],
      "parameters": {
        "text": "=Write the text to reply to the following email:\n\n{{ $json.response.text }}",
        "options": {
          "systemMessage": "You are an expert at answering emails. You need to answer them professionally based on the information you have. This is a business email. Be concise and never exceed 100 words. Only the body of the email, not create the subject"
        },
        "promptType": "define",
        "hasOutputParser": true
      },
      "typeVersion": 1.7
    },
    {
      "id": "1da0e72a-db97-4216-a1a5-038cebaf7e10",
      "name": "OpenAI",
      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
      "position": [
        -180,
        280
      ],
      "parameters": {
        "model": {
          "__rl": true,
          "mode": "list",
          "value": "gpt-4o-mini",
          "cachedResultName": "gpt-4o-mini"
        },
        "options": {}
      },
      "credentials": {
        "openAiApi": {
          "id": "CDX6QM4gLYanh0P4",
          "name": "OpenAi account"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "af2d6284-4c8f-4a07-b689-d0f55aaabd26",
      "name": "Gmail",
      "type": "n8n-nodes-base.gmail",
      "position": [
        -300,
        -180
      ],
      "webhookId": "d6dd2e7c-90ea-4b65-9c64-523d2541a054",
      "parameters": {
        "sendTo": "info@n3w.it",
        "message": "=<h3>MESSAGE</h3>\n{{ $('Email Trigger (IMAP)').item.json.textHtml }}\n\n<h3>AI RESPONSE</h3>\n{{ $json.email }}",
        "options": {},
        "subject": "=[Approval Required]  {{ $('Email Trigger (IMAP)').item.json.subject }}",
        "operation": "sendAndWait",
        "responseType": "freeText"
      },
      "credentials": {
        "gmailOAuth2": {
          "id": "nyuHvSX5HuqfMPlW",
          "name": "Gmail account (n3w.it)"
        }
      },
      "typeVersion": 2.1
    },
    {
      "id": "aaccc4a6-ce53-4813-8247-65bd1a9d5639",
      "name": "텍스트 분류기",
      "type": "@n8n/n8n-nodes-langchain.textClassifier",
      "position": [
        -60,
        -180
      ],
      "parameters": {
        "options": {
          "systemPromptTemplate": "Please classify the text provided by the user into one of the following categories: {categories}, and use the provided formatting instructions below. Don't explain, and only output the json."
        },
        "inputText": "={{ $json.data.text }}",
        "categories": {
          "categories": [
            {
              "category": "Approved",
              "description": "The email has been reviewed and accepted as-is. The human explicitly or implicity express approva, indicating that no changes ar needed.\n\nExample:\n\"Ok\",\n\"Approvato\",\n\"Invia\""
            },
            {
              "category": "Declined",
              "description": "The email has been reviewd, but the human request modifications before it sent link tweaks, removing parts, rewording etc... This could include suggested edits, rewording or major revision."
            }
          ]
        }
      },
      "typeVersion": 1
    },
    {
      "id": "b46de5d9-1a2e-4d28-930b-e18fb1d7876e",
      "name": "필드 편집",
      "type": "n8n-nodes-base.set",
      "position": [
        -580,
        -180
      ],
      "parameters": {
        "options": {},
        "assignments": {
          "assignments": [
            {
              "id": "35d7c303-42f4-4dd1-b41e-6eb087c23c3d",
              "name": "email",
              "type": "string",
              "value": "={{ $json.output }}"
            }
          ]
        }
      },
      "typeVersion": 3.4
    },
    {
      "id": "36ce51c6-8ee1-4230-84c0-40e259eafb1a",
      "name": "'워크플로 테스트' 클릭 시",
      "type": "n8n-nodes-base.manualTrigger",
      "position": [
        -1340,
        -1300
      ],
      "parameters": {},
      "typeVersion": 1
    },
    {
      "id": "21a0c991-65dc-483e-9b98-5cedaba7ae13",
      "name": "컬렉션 생성",
      "type": "n8n-nodes-base.httpRequest",
      "position": [
        -1040,
        -1440
      ],
      "parameters": {
        "url": "https://QDRANTURL/collections/COLLECTION",
        "method": "POST",
        "options": {},
        "jsonBody": "{\n  \"filter\": {}\n}",
        "sendBody": true,
        "sendHeaders": true,
        "specifyBody": "json",
        "authentication": "genericCredentialType",
        "genericAuthType": "httpHeaderAuth",
        "headerParameters": {
          "parameters": [
            {
              "name": "Content-Type",
              "value": "application/json"
            }
          ]
        }
      },
      "credentials": {
        "httpHeaderAuth": {
          "id": "qhny6r5ql9wwotpn",
          "name": "Qdrant API (Hetzner)"
        }
      },
      "typeVersion": 4.2
    },
    {
      "id": "9a048d7d-bcdf-40b7-b33a-94b811083eac",
      "name": "컬렉션 새로고침",
      "type": "n8n-nodes-base.httpRequest",
      "position": [
        -1040,
        -1180
      ],
      "parameters": {
        "url": "https://QDRANTURL/collections/COLLECTION/points/delete",
        "method": "POST",
        "options": {},
        "jsonBody": "{\n  \"filter\": {}\n}",
        "sendBody": true,
        "sendHeaders": true,
        "specifyBody": "json",
        "authentication": "genericCredentialType",
        "genericAuthType": "httpHeaderAuth",
        "headerParameters": {
          "parameters": [
            {
              "name": "Content-Type",
              "value": "application/json"
            }
          ]
        }
      },
      "credentials": {
        "httpHeaderAuth": {
          "id": "qhny6r5ql9wwotpn",
          "name": "Qdrant API (Hetzner)"
        }
      },
      "typeVersion": 4.2
    },
    {
      "id": "db494d2d-5390-4f83-9b87-3409fef31a7d",
      "name": "폴더 가져오기",
      "type": "n8n-nodes-base.googleDrive",
      "position": [
        -820,
        -1180
      ],
      "parameters": {
        "filter": {
          "driveId": {
            "__rl": true,
            "mode": "list",
            "value": "My Drive",
            "cachedResultUrl": "https://drive.google.com/drive/my-drive",
            "cachedResultName": "My Drive"
          },
          "folderId": {
            "__rl": true,
            "mode": "id",
            "value": "=test-whatsapp"
          }
        },
        "options": {},
        "resource": "fileFolder"
      },
      "credentials": {
        "googleDriveOAuth2Api": {
          "id": "HEy5EuZkgPZVEa9w",
          "name": "Google Drive account"
        }
      },
      "typeVersion": 3
    },
    {
      "id": "e30dbe6f-482e-47f9-b5b8-62c1113e6c8b",
      "name": "파일 다운로드",
      "type": "n8n-nodes-base.googleDrive",
      "position": [
        -600,
        -1180
      ],
      "parameters": {
        "fileId": {
          "__rl": true,
          "mode": "id",
          "value": "={{ $json.id }}"
        },
        "options": {
          "googleFileConversion": {
            "conversion": {
              "docsToFormat": "text/plain"
            }
          }
        },
        "operation": "download"
      },
      "credentials": {
        "googleDriveOAuth2Api": {
          "id": "HEy5EuZkgPZVEa9w",
          "name": "Google Drive account"
        }
      },
      "typeVersion": 3
    },
    {
      "id": "492d48d8-4997-4f04-902b-041da3210417",
      "name": "기본 데이터 로더",
      "type": "@n8n/n8n-nodes-langchain.documentDefaultDataLoader",
      "position": [
        -200,
        -980
      ],
      "parameters": {
        "options": {},
        "dataType": "binary"
      },
      "typeVersion": 1
    },
    {
      "id": "0cf45d10-3cbf-4eb6-ab30-11f264b3aa8d",
      "name": "토큰 분할기",
      "type": "@n8n/n8n-nodes-langchain.textSplitterTokenSplitter",
      "position": [
        -240,
        -820
      ],
      "parameters": {
        "chunkSize": 300,
        "chunkOverlap": 30
      },
      "typeVersion": 1
    },
    {
      "id": "7d60f569-c34e-49a8-ba9a-88cf33083136",
      "name": "스티커 노트3",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -840,
        -1500
      ],
      "parameters": {
        "color": 6,
        "width": 880,
        "height": 220,
        "content": "# STEP 1\n\n## Create Qdrant Collection\nChange:\n- QDRANTURL\n- COLLECTION"
      },
      "typeVersion": 1
    },
    {
      "id": "e86b18c4-d7e8-4e81-b520-dbd8125edf38",
      "name": "스티커 노트4",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -1060,
        -1240
      ],
      "parameters": {
        "color": 4,
        "width": 620,
        "height": 400,
        "content": "# STEP 2\n\n\n\n\n\n\n\n\n\n\n\n\n## Documents vectorization with Qdrant and Google Drive\nChange:\n- QDRANTURL\n- COLLECTION"
      },
      "typeVersion": 1
    },
    {
      "id": "05f65120-ef31-4c67-ac18-e68a8353909c",
      "name": "Qdrant 벡터 저장소1",
      "type": "@n8n/n8n-nodes-langchain.vectorStoreQdrant",
      "position": [
        -360,
        -1180
      ],
      "parameters": {
        "mode": "insert",
        "options": {},
        "qdrantCollection": {
          "__rl": true,
          "mode": "id",
          "value": "=COLLECTION"
        }
      },
      "credentials": {
        "qdrantApi": {
          "id": "iyQ6MQiVaF3VMBmt",
          "name": "QdrantApi account"
        }
      },
      "typeVersion": 1
    },
    {
      "id": "c15fd52f-b142-408e-af06-aeed10a1cf85",
      "name": "임베딩 OpenAI1",
      "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
      "position": [
        -380,
        -980
      ],
      "parameters": {
        "options": {}
      },
      "credentials": {
        "openAiApi": {
          "id": "CDX6QM4gLYanh0P4",
          "name": "OpenAi account"
        }
      },
      "typeVersion": 1.1
    },
    {
      "id": "3e47224f-3deb-450b-b825-f16c5f860f28",
      "name": "스티커 노트",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -2020,
        -600
      ],
      "parameters": {
        "color": 3,
        "width": 580,
        "height": 260,
        "content": "# STEP 3 - MAIN FLOW\n\n\n## How it works\nThis workflow automates the handling of incoming emails, summarizes their content, generates appropriate responses using a retrieval-augmented generation (RAG) approach, and obtains approval or suggestions before sending replies. \n\nYou can quickly integrate Gmail and Outlook via the appropriate trigger nodes"
      },
      "typeVersion": 1
    },
    {
      "id": "63097039-58cb-4e0f-9fb6-6bf868275519",
      "name": "DeepSeek 채팅 모델",
      "type": "@n8n/n8n-nodes-langchain.lmChatDeepSeek",
      "position": [
        -1560,
        40
      ],
      "parameters": {
        "options": {}
      },
      "credentials": {
        "deepSeekApi": {
          "id": "sxh1rfZxonXV83hS",
          "name": "DeepSeek account"
        }
      },
      "typeVersion": 1
    },
    {
      "id": "c86d6eeb-cf08-429f-b5b4-60b317071035",
      "name": "스티커 노트2",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -1500,
        -260
      ],
      "parameters": {
        "width": 320,
        "height": 240,
        "content": "Chain that summarizes the received email"
      },
      "typeVersion": 1
    },
    {
      "id": "4afc8b00-d1e5-473c-a71e-1299c84c546e",
      "name": "스티커 노트5",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -1060,
        -260
      ],
      "parameters": {
        "width": 340,
        "height": 240,
        "content": "Agent that retrieves business information from a vector database and processes the response"
      },
      "typeVersion": 1
    },
    {
      "id": "be1762ff-729b-4b83-9139-16f835b748f2",
      "name": "스티커 노트1",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -1800,
        -260
      ],
      "parameters": {
        "height": 240,
        "content": "Convert email to Markdown format for better understanding of LLM models"
      },
      "typeVersion": 1
    },
    {
      "id": "f818ede7-895a-4860-91d3-f08cc32ec0e3",
      "name": "스티커 노트6",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -380,
        -380
      ],
      "parameters": {
        "color": 4,
        "height": 360,
        "content": "## IMPORTANT\n\nFor the \"Send Draft\" node, you need to send the draft email to a Gmail address because it is the only one that allows the \"Send and wait for response\" function."
      },
      "typeVersion": 1
    },
    {
      "id": "929b525a-912b-4f7b-a6e7-dfeb88a446c8",
      "name": "스티커 노트7",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -100,
        -260
      ],
      "parameters": {
        "width": 360,
        "height": 240,
        "content": "Based on the suggestion received, the text classifier can understand whether the feedback received approves the generated email or not."
      },
      "typeVersion": 1
    },
    {
      "id": "2468e643-013f-4925-ab35-c8ef4ee6eed2",
      "name": "이메일 검토자",
      "type": "@n8n/n8n-nodes-langchain.agent",
      "position": [
        380,
        -40
      ],
      "parameters": {
        "text": "=Review at the following email:\n{{ $('Edit Fields').item.json.email }}\n\nFeedback from human:\n{{ $json.data.text }}",
        "options": {
          "systemMessage": "If you are an expert in reviewing emails before sending them. You need to review and structure them in such a way that you can send them. It must be in HTML format and you can insert (if you think it is appropriate) only HTML characters such as <br>, <b>, <i>, <p> where necessary. Be concise and never exceed 100 words. Only the body of the email"
        },
        "promptType": "define",
        "hasOutputParser": true
      },
      "typeVersion": 1.7
    },
    {
      "id": "ecd9d3f8-2e79-4e5f-a73d-48de60441376",
      "name": "스티커 노트8",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        340,
        -120
      ],
      "parameters": {
        "width": 340,
        "height": 220,
        "content": "The Email Reviewer agent, taking inspiration from human feedback, rewrites the email"
      },
      "typeVersion": 1
    }
  ],
  "active": false,
  "pinData": {},
  "settings": {
    "executionOrder": "v1"
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  "connections": {
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    "1da0e72a-db97-4216-a1a5-038cebaf7e10": {
      "ai_languageModel": [
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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?

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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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Full-stack Web Developer based in Italy specialising in Marketing & AI-powered automations. For business enquiries, send me an email at info@n3w.it or add me on Linkedin.com/in/davideboizza

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