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고객 지원 워크플로우

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이것은자동화 워크플로우로, 15개의 노드를 포함합니다.주로 Gmail, GmailTrigger, Agent, TextClassifier, EmbeddingsOpenAi 등의 노드를 사용하며. AI 기반 Gmail 고객 지원, OpenRouter 및 Pinecone 지식 베이스 통합

사전 요구사항
  • Google 계정 및 Gmail API 인증 정보
  • OpenAI API Key
  • Pinecone API Key

카테고리

-
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": "CUKGI0izi0AiPcTi",
  "meta": {
    "instanceId": "6615d3df9d365bf328b0a329fe952ab6b434c9ecc8f5a2517849ec1f68f0d9b0",
    "templateCredsSetupCompleted": true
  },
  "name": "Customer Support Workflow",
  "tags": [],
  "nodes": [
    {
      "id": "c21b53e9-1422-4be5-b8aa-e6c9fe2f2ed4",
      "name": "Gmail 트리거",
      "type": "n8n-nodes-base.gmailTrigger",
      "position": [
        -48,
        240
      ],
      "parameters": {
        "simple": false,
        "filters": {},
        "options": {},
        "pollTimes": {
          "item": [
            {
              "mode": "everyMinute"
            }
          ]
        }
      },
      "credentials": {
        "gmailOAuth2": {
          "id": "YtSYw4XPKtxrfXMo",
          "name": "emilio.mayares.loewenstein@gmail.com"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "4ac4150d-8d4c-4d19-a4e9-9b4ad2bf6805",
      "name": "텍스트 분류기",
      "type": "@n8n/n8n-nodes-langchain.textClassifier",
      "position": [
        160,
        240
      ],
      "parameters": {
        "options": {},
        "inputText": "={{ $json.text }}",
        "categories": {
          "categories": [
            {
              "category": "Customer Support ",
              "description": "An email that is related to helping out a costumer. They may be asking questions about our policies or questions or questions about our products or services. Adding to that A customer email typically includes a greeting, a clear question or problem, relevant details like an order number or account information, and a polite closing. It is written in natural language and usually asks for help, information, or action.\n\nHere is an Example: \n\nSubject: Issue with My Recent Order\n\nHi there,\n\nI placed an order (#12345) last week, but I haven’t received a shipping confirmation yet. Can you please check the status for me?\n\nThanks in advance!\n\nBest,\nJohn Doe\n"
            },
            {
              "category": "Other ",
              "description": "Any email that is not Costumer Support related "
            }
          ]
        }
      },
      "typeVersion": 1.1
    },
    {
      "id": "a141facb-644c-4d19-8fdc-44a17d9ee330",
      "name": "OpenRouter 채팅 모델",
      "type": "@n8n/n8n-nodes-langchain.lmChatOpenRouter",
      "position": [
        272,
        656
      ],
      "parameters": {
        "options": {}
      },
      "credentials": {
        "openRouterApi": {
          "id": "3AbcnT3Z9ViRfs1R",
          "name": "Demo "
        }
      },
      "typeVersion": 1
    },
    {
      "id": "b6e7d92c-fe48-4790-bb13-11242097a67e",
      "name": "작업 없음, 아무것도 하지 않음",
      "type": "n8n-nodes-base.noOp",
      "position": [
        608,
        416
      ],
      "parameters": {},
      "typeVersion": 1
    },
    {
      "id": "a279b9cc-00ff-4a81-b98e-139b77d960f0",
      "name": "AI 에이전트",
      "type": "@n8n/n8n-nodes-langchain.agent",
      "position": [
        560,
        32
      ],
      "parameters": {
        "text": "={{ $('Gmail Trigger').item.json.text }}",
        "options": {
          "systemMessage": "=# Overview \nYou are a customer support agent for Tech Haven. Your job is to respond to incoming emails with relevant information using your knowledgeBase tool. \n\n# Instructions \n- Your output should be friendly and give as detailed information as possbile \n- Sign off as Mrs. Helpful from Tech Haven Solutions \n\n## Output \n- Output only the body content of the email "
        },
        "promptType": "define"
      },
      "typeVersion": 2.1
    },
    {
      "id": "2f763a56-7c2d-4317-9df2-cb38d2176b9f",
      "name": "OpenRouter 채팅 모델1",
      "type": "@n8n/n8n-nodes-langchain.lmChatOpenRouter",
      "position": [
        560,
        224
      ],
      "parameters": {
        "model": "google/gemini-2.0-flash-001",
        "options": {}
      },
      "credentials": {
        "openRouterApi": {
          "id": "3AbcnT3Z9ViRfs1R",
          "name": "Demo "
        }
      },
      "typeVersion": 1
    },
    {
      "id": "f8d50a89-7a5c-4088-861c-ce238e42e908",
      "name": "지식 베이스",
      "type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
      "position": [
        864,
        272
      ],
      "parameters": {
        "mode": "retrieve-as-tool",
        "options": {
          "pineconeNamespace": "FAQ"
        },
        "pineconeIndex": {
          "__rl": true,
          "mode": "list",
          "value": "sample",
          "cachedResultName": "sample"
        },
        "toolDescription": "Name: knowledgeBase\n\nCall this tool to [your Database] information"
      },
      "credentials": {
        "pineconeApi": {
          "id": "oSFHC8zVT449PBxm",
          "name": "PineconeApi account"
        }
      },
      "typeVersion": 1.3
    },
    {
      "id": "5c4edd48-ac92-4a2a-8261-40ecbe322df6",
      "name": "임베딩 OpenAI",
      "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
      "position": [
        960,
        432
      ],
      "parameters": {
        "options": {}
      },
      "credentials": {
        "openAiApi": {
          "id": "WVC4WZ1lsahz1CtE",
          "name": "OpenAi account"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "e3b08b15-3e88-407c-91bb-1bef981acf48",
      "name": "메시지에 답장",
      "type": "n8n-nodes-base.gmail",
      "position": [
        1072,
        32
      ],
      "webhookId": "61d9e565-906c-4053-b5c2-875df9a77704",
      "parameters": {
        "message": "={{ $json.output }}",
        "options": {
          "appendAttribution": false
        },
        "emailType": "text",
        "messageId": "={{ $('Gmail Trigger').item.json.id }}",
        "operation": "reply"
      },
      "credentials": {
        "gmailOAuth2": {
          "id": "YtSYw4XPKtxrfXMo",
          "name": "emilio.mayares.loewenstein@gmail.com"
        }
      },
      "typeVersion": 2.1
    },
    {
      "id": "93fe6d9e-3c6b-4980-a003-35cb603e7099",
      "name": "스티커 노트",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -304,
        -48
      ],
      "parameters": {
        "width": 400,
        "height": 592,
        "content": "## Gmail Trigger \n- How it Works: Listens for new incoming Gmail messages in real time.\n- Value: Automatically pulls new customer emails into the workflow without manual checking.\n- Credentials: Connect your Gmail account using Gmail OAuth2.\n"
      },
      "typeVersion": 1
    },
    {
      "id": "af395655-6228-4838-8aee-2bcba241dca0",
      "name": "스티커 노트1",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        112,
        -48
      ],
      "parameters": {
        "color": 2,
        "width": 288,
        "height": 592,
        "content": "## Text Classifier\n- How it Works: Uses AI to classify emails into Customer Support or Other.\n- Value: Ensures only relevant customer support emails get a response.\n- Credentials: None required (uses built-in LangChain classifier)."
      },
      "typeVersion": 1
    },
    {
      "id": "3048d5d3-b301-4a79-a3ac-39bd57f99e10",
      "name": "스티커 노트2",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -304,
        560
      ],
      "parameters": {
        "color": 3,
        "width": 704,
        "height": 256,
        "content": "## OpenRouter Chat Model \n- How it Works: Provides AI-powered text generation for classification and responses.\n- Value: Enhances classification and helps prepare structured input for the agent.\n- Credentials: Connect your OpenRouter API key."
      },
      "typeVersion": 1
    },
    {
      "id": "473c68ec-f0b0-4a2a-86ca-1abc25fa01e9",
      "name": "스티커 노트3",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        448,
        -208
      ],
      "parameters": {
        "color": 4,
        "width": 464,
        "height": 208,
        "content": "## AI Agent \n- How it Works: Acts as a virtual support agent. It takes customer emails, retrieves policy/FAQ info, and drafts a helpful reply.\n- Value: Saves time by providing accurate, personalized, and friendly responses automatically.\n- Credentials: Requires OpenRouter API and connection to Pinecone knowledge base."
      },
      "typeVersion": 1
    },
    {
      "id": "8ea803ef-4f38-4611-928e-fb3ddd833f45",
      "name": "스티커 노트4",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        1152,
        272
      ],
      "parameters": {
        "width": 288,
        "height": 320,
        "content": "## KnowledgeBase \n- How it Works: Stores and retrieves your Database information.\n- Value: Ensures responses are consistent and based on verified knowledge.\n- Credentials: Connect your Pinecone API credentials."
      },
      "typeVersion": 1
    },
    {
      "id": "540a4355-c133-488b-b5c3-8b53a9417379",
      "name": "스티커 노트5",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        880,
        608
      ],
      "parameters": {
        "color": 6,
        "width": 560,
        "height": 208,
        "content": "## Embeddings (OpenAI)\n- How it Works: Converts FAQ text into embeddings so the AI can search and retrieve relevant information.\n- Value: Improves accuracy of answers by grounding responses in real data.\n- Credentials: Connect your OpenAI API key."
      },
      "typeVersion": 1
    }
  ],
  "active": false,
  "pinData": {},
  "settings": {
    "executionOrder": "v1"
  },
  "versionId": "72b878a4-7173-40ae-952e-999765d1728a",
  "connections": {
    "a279b9cc-00ff-4a81-b98e-139b77d960f0": {
      "main": [
        [
          {
            "node": "e3b08b15-3e88-407c-91bb-1bef981acf48",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "c21b53e9-1422-4be5-b8aa-e6c9fe2f2ed4": {
      "main": [
        [
          {
            "node": "4ac4150d-8d4c-4d19-a4e9-9b4ad2bf6805",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "f8d50a89-7a5c-4088-861c-ce238e42e908": {
      "ai_tool": [
        [
          {
            "node": "a279b9cc-00ff-4a81-b98e-139b77d960f0",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    },
    "4ac4150d-8d4c-4d19-a4e9-9b4ad2bf6805": {
      "main": [
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            "node": "a279b9cc-00ff-4a81-b98e-139b77d960f0",
            "type": "main",
            "index": 0
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        ],
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    },
    "5c4edd48-ac92-4a2a-8261-40ecbe322df6": {
      "ai_embedding": [
        [
          {
            "node": "f8d50a89-7a5c-4088-861c-ce238e42e908",
            "type": "ai_embedding",
            "index": 0
          }
        ]
      ]
    },
    "a141facb-644c-4d19-8fdc-44a17d9ee330": {
      "ai_languageModel": [
        [
          {
            "node": "4ac4150d-8d4c-4d19-a4e9-9b4ad2bf6805",
            "type": "ai_languageModel",
            "index": 0
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    },
    "2f763a56-7c2d-4317-9df2-cb38d2176b9f": {
      "ai_languageModel": [
        [
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            "node": "a279b9cc-00ff-4a81-b98e-139b77d960f0",
            "type": "ai_languageModel",
            "index": 0
          }
        ]
      ]
    }
  }
}
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.

워크플로우 정보
난이도
중급
노드 수15
카테고리-
노드 유형9
난이도 설명

일정 경험을 가진 사용자를 위한 6-15개 노드의 중간 복잡도 워크플로우

저자
Emilio Loewenstein

Emilio Loewenstein

@emilio-loewenstein

Emilio is an 18-year-old AI Engineer and Co-Founder of an AI agency, building intelligent systems that help businesses automate, innovate, and scale.

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카테고리

카테고리: 34