Kundensupport

Experte

Dies ist ein Content Creation, Multimodal AI-Bereich Automatisierungsworkflow mit 21 Nodes. Hauptsächlich werden Gmail, GoogleDrive, GmailTrigger, Agent, GoogleDriveTrigger und andere Nodes verwendet. Automatisierter Gmail-Kundensupport mit GPT-4-Knowledgebase-Agent

Voraussetzungen
  • Google-Konto + Gmail API-Anmeldedaten
  • Google Drive API-Anmeldedaten
  • OpenAI API Key
  • Pinecone API Key
Workflow-Vorschau
Visualisierung der Node-Verbindungen, mit Zoom und Pan
Workflow exportieren
Kopieren Sie die folgende JSON-Konfiguration und importieren Sie sie in n8n
{
  "id": "udLJ2xzM6OGUAEQn",
  "meta": {
    "instanceId": "6f81894254c2852bfe28b07fc1f6652b03481706dd714d6609cc88e8521956d2",
    "templateCredsSetupCompleted": true
  },
  "name": "Customer Support",
  "tags": [],
  "nodes": [
    {
      "id": "9f52a98d-5268-4e3a-97f3-5b8719e5aaff",
      "name": "Textklassifizierer",
      "type": "@n8n/n8n-nodes-langchain.textClassifier",
      "position": [
        192,
        64
      ],
      "parameters": {
        "options": {},
        "inputText": "={{ $json.text }}",
        "categories": {
          "categories": [
            {
              "category": "Customer Support",
              "description": "An email that is related to helping out a customer. They may be asking questions about our policies or questions about product or services."
            },
            {
              "category": "Other",
              "description": "Any email is not customer support related."
            }
          ]
        }
      },
      "typeVersion": 1.1
    },
    {
      "id": "3ca0071b-686d-4dea-84fd-6ed71bdfa14c",
      "name": "OpenAI Chat Model",
      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
      "position": [
        160,
        240
      ],
      "parameters": {
        "model": {
          "__rl": true,
          "mode": "list",
          "value": "gpt-4o-mini",
          "cachedResultName": "gpt-4o-mini"
        },
        "options": {}
      },
      "credentials": {
        "openAiApi": {
          "id": "6ljetIXS9Oig1w9v",
          "name": "OpenAi cred"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "7157699d-02ec-4d0e-b676-687fb0b25f75",
      "name": "KI-Agent",
      "type": "@n8n/n8n-nodes-langchain.agent",
      "position": [
        624,
        -16
      ],
      "parameters": {
        "text": "={{ $('Gmail Trigger').item.json.text }}",
        "options": {
          "systemMessage": "=# Overview\n\nYou are a customer support agent from Blueproof. Your role is to reply to incoming emails using your knowledgebase tool.\n\n## Output\nonly output the email body\n\n## Instructions\n-sign off as Yasser @ Blueproof\n\n## Final Notes\nif you didn't found the answer in your knowledgebase do not come up with hallusinated answer, just tell the user that you don't have the information in a proper way."
        },
        "promptType": "define"
      },
      "typeVersion": 2.2
    },
    {
      "id": "7bfeebf7-120a-4785-a4a5-f6cd2ef764b8",
      "name": "Embeddings OpenAI",
      "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
      "position": [
        864,
        336
      ],
      "parameters": {
        "options": {}
      },
      "credentials": {
        "openAiApi": {
          "id": "6ljetIXS9Oig1w9v",
          "name": "OpenAi cred"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "b58e1ae7-70ab-4aa2-861e-b6177b7f2dc2",
      "name": "Wissensdatenbank",
      "type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
      "position": [
        784,
        192
      ],
      "parameters": {
        "mode": "retrieve-as-tool",
        "options": {
          "pineconeNamespace": "FAQ"
        },
        "pineconeIndex": {
          "__rl": true,
          "mode": "list",
          "value": "n8n",
          "cachedResultName": "n8n"
        },
        "toolDescription": "call this tool to access knowledgebase"
      },
      "credentials": {
        "pineconeApi": {
          "id": "4rb1dBTjp60vz23a",
          "name": "PineconeApi account"
        }
      },
      "typeVersion": 1.3
    },
    {
      "id": "b1ba03dc-9d94-4233-850f-c67586428e74",
      "name": "Auf Nachricht antworten",
      "type": "n8n-nodes-base.gmail",
      "position": [
        1184,
        -16
      ],
      "webhookId": "d3cbbce9-b00e-45ce-bbdd-4d641b52bffc",
      "parameters": {
        "message": "={{ $('AI Agent').item.json.output }}",
        "options": {
          "appendAttribution": false
        },
        "emailType": "text",
        "messageId": "={{ $('Gmail Trigger').item.json.id }}",
        "operation": "reply"
      },
      "credentials": {
        "gmailOAuth2": {
          "id": "FfZDgV0aNlveNxvt",
          "name": "Gmail cred"
        }
      },
      "typeVersion": 2.1
    },
    {
      "id": "c3810836-c0b5-448b-ab0c-7167b6ba3584",
      "name": "Label zu Nachricht hinzufügen",
      "type": "n8n-nodes-base.gmail",
      "position": [
        976,
        -16
      ],
      "webhookId": "d2bc9b4e-a817-4c44-aded-0d0c60da654c",
      "parameters": {
        "labelIds": [
          "IMPORTANT"
        ],
        "messageId": "={{ $('Gmail Trigger').item.json.id }}",
        "operation": "addLabels"
      },
      "credentials": {
        "gmailOAuth2": {
          "id": "FfZDgV0aNlveNxvt",
          "name": "Gmail cred"
        }
      },
      "typeVersion": 2.1
    },
    {
      "id": "8fb33be4-21d9-4a49-9f1f-e3c89c49540e",
      "name": "Keine Operation, nichts tun",
      "type": "n8n-nodes-base.noOp",
      "position": [
        384,
        304
      ],
      "parameters": {},
      "typeVersion": 1
    },
    {
      "id": "9339887b-461b-4a3e-a483-1f29dd446b7a",
      "name": "Google Drive Trigger",
      "type": "n8n-nodes-base.googleDriveTrigger",
      "position": [
        -208,
        -592
      ],
      "parameters": {
        "event": "fileCreated",
        "options": {},
        "pollTimes": {
          "item": [
            {
              "mode": "everyMinute"
            }
          ]
        },
        "triggerOn": "specificFolder",
        "folderToWatch": {
          "__rl": true,
          "mode": "list",
          "value": "1Z4mmP2gGcUAIHoKzN0Cjuf9r23bCx8fl",
          "cachedResultUrl": "https://drive.google.com/drive/folders/1Z4mmP2gGcUAIHoKzN0Cjuf9r23bCx8fl",
          "cachedResultName": "n8n"
        }
      },
      "credentials": {
        "googleDriveOAuth2Api": {
          "id": "ni1eRKNagQs3faSo",
          "name": "Google Drive"
        }
      },
      "typeVersion": 1
    },
    {
      "id": "73189044-3324-4dff-a8cc-9174900cc0fb",
      "name": "Datei herunterladen",
      "type": "n8n-nodes-base.googleDrive",
      "position": [
        0,
        -592
      ],
      "parameters": {
        "fileId": {
          "__rl": true,
          "mode": "id",
          "value": "={{ $json.id }}"
        },
        "options": {},
        "operation": "download"
      },
      "credentials": {
        "googleDriveOAuth2Api": {
          "id": "ni1eRKNagQs3faSo",
          "name": "Google Drive"
        }
      },
      "typeVersion": 3
    },
    {
      "id": "009d65e5-4f02-460a-a395-2fa8eea7a70b",
      "name": "Pinecone Vector Store",
      "type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
      "position": [
        208,
        -592
      ],
      "parameters": {
        "mode": "insert",
        "options": {
          "pineconeNamespace": "FAQ"
        },
        "pineconeIndex": {
          "__rl": true,
          "mode": "list",
          "value": "n8n",
          "cachedResultName": "n8n"
        }
      },
      "credentials": {
        "pineconeApi": {
          "id": "4rb1dBTjp60vz23a",
          "name": "PineconeApi account"
        }
      },
      "typeVersion": 1.3
    },
    {
      "id": "731aa45f-e2d2-405e-aebf-d796830d9ebb",
      "name": "Standard-Datenlader",
      "type": "@n8n/n8n-nodes-langchain.documentDefaultDataLoader",
      "position": [
        336,
        -416
      ],
      "parameters": {
        "options": {},
        "dataType": "binary",
        "textSplittingMode": "custom"
      },
      "typeVersion": 1.1
    },
    {
      "id": "26a54599-e00a-40c9-8b6f-8f98ec1431a7",
      "name": "Rekursiver Zeichentext-Splitter",
      "type": "@n8n/n8n-nodes-langchain.textSplitterRecursiveCharacterTextSplitter",
      "position": [
        416,
        -240
      ],
      "parameters": {
        "options": {}
      },
      "typeVersion": 1
    },
    {
      "id": "f7447b47-e6fa-4a2f-a7c9-c313eea0bcb8",
      "name": "Embeddings OpenAI1",
      "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
      "position": [
        160,
        -368
      ],
      "parameters": {
        "options": {}
      },
      "credentials": {
        "openAiApi": {
          "id": "6ljetIXS9Oig1w9v",
          "name": "OpenAi cred"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "f0658841-a213-4d9a-b87d-0174f2dc4bfa",
      "name": "Sticky Note1",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -304,
        32
      ],
      "parameters": {
        "width": 256,
        "content": "## AI Gmail Customer Support \nThis template auto-replies to customer emails in Gmail using AI + your knowledge base."
      },
      "typeVersion": 1
    },
    {
      "id": "792141cb-cf13-4515-bd10-db61b9bf479d",
      "name": "Gmail Trigger",
      "type": "n8n-nodes-base.gmailTrigger",
      "position": [
        0,
        64
      ],
      "parameters": {
        "simple": false,
        "filters": {},
        "options": {},
        "pollTimes": {
          "item": [
            {
              "mode": "everyMinute"
            }
          ]
        }
      },
      "credentials": {
        "gmailOAuth2": {
          "id": "FfZDgV0aNlveNxvt",
          "name": "Gmail cred"
        }
      },
      "typeVersion": 1.3
    },
    {
      "id": "a6b06e9a-ef64-4c29-aad8-3346eb1f448b",
      "name": "Sticky Note2",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -176,
        -336
      ],
      "parameters": {
        "color": 4,
        "height": 192,
        "content": "## Auto Update Knowledge Base \nWhen you add a file to a specific folder in your google drive it automatically update the vector database and add the file to the knowledge base."
      },
      "typeVersion": 1
    },
    {
      "id": "37d7d970-e076-4eb1-a1e6-62fc155062fc",
      "name": "Sticky Note",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -256,
        -624
      ],
      "parameters": {
        "width": 848,
        "height": 528,
        "content": ""
      },
      "typeVersion": 1
    },
    {
      "id": "48575e3f-6579-4a29-a56a-ab0c8c2e6d3e",
      "name": "Sticky Note3",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        112,
        -32
      ],
      "parameters": {
        "width": 352,
        "height": 80,
        "content": "## Classification \nAI checks if the email is customer support or not."
      },
      "typeVersion": 1
    },
    {
      "id": "7854ddf5-7119-4e0d-abcd-459611f97278",
      "name": "OpenAI Chat Model1",
      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
      "position": [
        576,
        192
      ],
      "parameters": {
        "model": {
          "__rl": true,
          "mode": "list",
          "value": "gpt-4.1-mini"
        },
        "options": {}
      },
      "credentials": {
        "openAiApi": {
          "id": "6ljetIXS9Oig1w9v",
          "name": "OpenAi cred"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "5d60f0df-53c7-4a1e-b3bb-c1869dd14401",
      "name": "Sticky Note4",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        624,
        -128
      ],
      "parameters": {
        "width": 208,
        "height": 96,
        "content": "## AI Agent \nSearches your knowledge base and drafts a reply."
      },
      "typeVersion": 1
    }
  ],
  "active": false,
  "pinData": {},
  "settings": {
    "executionOrder": "v1"
  },
  "versionId": "4c6edfde-4bb9-4b1d-ac1a-a4b62e359bee",
  "connections": {
    "7157699d-02ec-4d0e-b676-687fb0b25f75": {
      "main": [
        [
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            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "73189044-3324-4dff-a8cc-9174900cc0fb": {
      "main": [
        [
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            "type": "main",
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        ]
      ]
    },
    "792141cb-cf13-4515-bd10-db61b9bf479d": {
      "main": [
        [
          {
            "node": "9f52a98d-5268-4e3a-97f3-5b8719e5aaff",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "b58e1ae7-70ab-4aa2-861e-b6177b7f2dc2": {
      "ai_tool": [
        [
          {
            "node": "7157699d-02ec-4d0e-b676-687fb0b25f75",
            "type": "ai_tool",
            "index": 0
          }
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    },
    "9f52a98d-5268-4e3a-97f3-5b8719e5aaff": {
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        [
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          }
        ]
      ]
    },
    "7bfeebf7-120a-4785-a4a5-f6cd2ef764b8": {
      "ai_embedding": [
        [
          {
            "node": "b58e1ae7-70ab-4aa2-861e-b6177b7f2dc2",
            "type": "ai_embedding",
            "index": 0
          }
        ]
      ]
    },
    "3ca0071b-686d-4dea-84fd-6ed71bdfa14c": {
      "ai_languageModel": [
        [
          {
            "node": "9f52a98d-5268-4e3a-97f3-5b8719e5aaff",
            "type": "ai_languageModel",
            "index": 0
          }
        ]
      ]
    },
    "f7447b47-e6fa-4a2f-a7c9-c313eea0bcb8": {
      "ai_embedding": [
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          {
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            "type": "ai_embedding",
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    "7854ddf5-7119-4e0d-abcd-459611f97278": {
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            "type": "ai_languageModel",
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          }
        ]
      ]
    },
    "731aa45f-e2d2-405e-aebf-d796830d9ebb": {
      "ai_document": [
        [
          {
            "node": "009d65e5-4f02-460a-a395-2fa8eea7a70b",
            "type": "ai_document",
            "index": 0
          }
        ]
      ]
    },
    "c3810836-c0b5-448b-ab0c-7167b6ba3584": {
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            "type": "main",
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    },
    "9339887b-461b-4a3e-a483-1f29dd446b7a": {
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            "type": "main",
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          }
        ]
      ]
    },
    "26a54599-e00a-40c9-8b6f-8f98ec1431a7": {
      "ai_textSplitter": [
        [
          {
            "node": "731aa45f-e2d2-405e-aebf-d796830d9ebb",
            "type": "ai_textSplitter",
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          }
        ]
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    }
  }
}
Häufig gestellte Fragen

Wie verwende ich diesen Workflow?

Kopieren Sie den obigen JSON-Code, erstellen Sie einen neuen Workflow in Ihrer n8n-Instanz und wählen Sie "Aus JSON importieren". Fügen Sie die Konfiguration ein und passen Sie die Anmeldedaten nach Bedarf an.

Für welche Szenarien ist dieser Workflow geeignet?

Experte - Content-Erstellung, Multimodales KI

Ist es kostenpflichtig?

Dieser Workflow ist völlig kostenlos. Beachten Sie jedoch, dass Drittanbieterdienste (wie OpenAI API), die im Workflow verwendet werden, möglicherweise kostenpflichtig sind.

Workflow-Informationen
Schwierigkeitsgrad
Experte
Anzahl der Nodes21
Kategorie2
Node-Typen13
Schwierigkeitsbeschreibung

Für fortgeschrittene Benutzer, komplexe Workflows mit 16+ Nodes

Autor
Yasser Sami

Yasser Sami

@yassersami

AI Automation Architect building smart workflows with n8n. I help businesses save time by automating processes, connecting apps, and integrating AI. My focus is on creating efficient, reliable systems that streamline operations and reduce manual work.

Externe Links
Auf n8n.io ansehen

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Kategorien

Kategorien: 34