8
n8n 中文网amn8n.com

Gmail智能自动回复器，含GPT-4o和Google Drive上下文记忆

高级

这是一个Personal Productivity, AI Chatbot领域的自动化工作流，包含 18 个节点。主要使用 If, Set, Code, Gmail, GoogleDrive 等节点。 Gmail智能自动回复器，含GPT-4o和Google Drive上下文记忆

前置要求
  • •Google 账号和 Gmail API 凭证
  • •Google Drive API 凭证
  • •OpenAI API Key

使用的节点 (18)

If
Set
Code
Gmail
StickyNote
GoogleDrive
GmailTrigger
Agent
LmChatOpenAi
EmbeddingsOpenAi
MemoryBufferWindow
VectorStoreInMemory
DocumentDefaultDataLoader
TextSplitterRecursiveCharacterTextSplitter

分类

个人效率
AI 聊天机器人
工作流预览
可视化展示节点连接关系，支持缩放和平移
React Flow
导出工作流
复制以下 JSON 配置到 n8n 导入，即可使用此工作流
{
  "meta": {
    "instanceId": "074f90e2bb5206c5f405a8aac6551497c72005283a5405fb08207b1b3a78c2b8",
    "templateCredsSetupCompleted": true
  },
  "nodes": [
    {
      "id": "gmail-trigger-001",
      "name": "Gmail 触发器",
      "type": "n8n-nodes-base.gmailTrigger",
      "position": [
        560,
        400
      ],
      "parameters": {
        "simple": false,
        "filters": {
          "q": "-from:me"
        },
        "pollTimes": {
          "item": [
            {
              "mode": "everyMinute"
            }
          ]
        }
      },
      "credentials": {
        "gmailOAuth2": {
          "id": "YOUR_GMAIL_CRED_ID"
        }
      },
      "typeVersion": 1
    },
    {
      "id": "drive-download-001",
      "name": "Google Drive - 下载配置文件",
      "type": "n8n-nodes-base.googleDrive",
      "position": [
        760,
        260
      ],
      "parameters": {
        "fileId": "YOUR_PROFILE_DOC_FILE_ID",
        "operation": "download"
      },
      "credentials": {
        "googleDriveOAuth2Api": {
          "id": "YOUR_GOOGLE_DRIVE_CRED_ID"
        }
      },
      "typeVersion": 1
    },
    {
      "id": "gmail-thread-001",
      "name": "Gmail - 获取线程",
      "type": "n8n-nodes-base.gmail",
      "position": [
        760,
        540
      ],
      "parameters": {
        "threadId": "={{ $json.threadId }}",
        "operation": "getAll"
      },
      "credentials": {
        "gmailOAuth2": {
          "id": "YOUR_GMAIL_CRED_ID"
        }
      },
      "typeVersion": 2
    },
    {
      "id": "profile-loader-001",
      "name": "配置文件文档加载器",
      "type": "@n8n/n8n-nodes-langchain.documentDefaultDataLoader",
      "position": [
        980,
        260
      ],
      "parameters": {
        "options": {
          "metadata": {
            "metadataValues": [
              {
                "name": "type",
                "value": "user_profile"
              }
            ]
          }
        },
        "jsonData": "={{ $json.content }}",
        "jsonMode": "expressionData"
      },
      "typeVersion": 1
    },
    {
      "id": "thread-loader-001",
      "name": "线程文档加载器",
      "type": "@n8n/n8n-nodes-langchain.documentDefaultDataLoader",
      "position": [
        980,
        540
      ],
      "parameters": {
        "options": {
          "metadata": {
            "metadataValues": [
              {
                "name": "type",
                "value": "email_thread"
              }
            ]
          }
        },
        "jsonData": "={{ JSON.stringify($json.messages) }}",
        "jsonMode": "expressionData"
      },
      "typeVersion": 1
    },
    {
      "id": "profile-splitter-001",
      "name": "配置文件文本分割器",
      "type": "@n8n/n8n-nodes-langchain.textSplitterRecursiveCharacterTextSplitter",
      "position": [
        1200,
        260
      ],
      "parameters": {
        "chunkSize": 1000,
        "chunkOverlap": 100
      },
      "typeVersion": 1
    },
    {
      "id": "thread-splitter-001",
      "name": "线程文本分割器",
      "type": "@n8n/n8n-nodes-langchain.textSplitterRecursiveCharacterTextSplitter",
      "position": [
        1200,
        540
      ],
      "parameters": {
        "chunkSize": 2000,
        "chunkOverlap": 200
      },
      "typeVersion": 1
    },
    {
      "id": "openai-embeddings-001",
      "name": "OpenAI Embeddings",
      "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
      "position": [
        1420,
        400
      ],
      "parameters": {
        "options": {}
      },
      "credentials": {
        "openAiApi": {
          "id": "YOUR_OPENAI_CRED_ID"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "vector-store-001",
      "name": "简单向量存储",
      "type": "@n8n/n8n-nodes-langchain.vectorStoreInMemory",
      "position": [
        1640,
        400
      ],
      "parameters": {
        "mode": "insert",
        "memoryKey": "email_context_{{ $('Gmail Trigger').item.json.threadId }}"
      },
      "typeVersion": 1
    },
    {
      "id": "prepare-context-001",
      "name": "准备 Agent 上下文",
      "type": "n8n-nodes-base.set",
      "position": [
        1860,
        400
      ],
      "parameters": {
        "assignments": {
          "assignments": [
            {
              "id": "context-text",
              "name": "text",
              "type": "string",
              "value": "=Please analyze this incoming email and generate an appropriate reply based on the user profile and email thread context.\n\nIncoming Email Subject: {{ $('Gmail Trigger').item.json.subject }}\nIncoming Email From: {{ $('Gmail Trigger').item.json.headers.from }}\nIncoming Email Body: {{ $('Gmail Trigger').item.json.textAsHtml }}\n\nInstructions:\n1. If this appears to be a newsletter, automated notification, or spam, respond with exactly 'NO_REPLY_NEEDED'\n2. If this requires a response, generate a professional and contextual reply\n3. Use the knowledge from the vector store to inform your response\n4. Keep responses concise but helpful"
            }
          ]
        }
      },
      "typeVersion": 3.4
    },
    {
      "id": "openai-chat-001",
      "name": "OpenAI 聊天模型",
      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
      "position": [
        2080,
        580
      ],
      "parameters": {
        "model": {
          "__rl": true,
          "mode": "list",
          "value": "gpt-4o-mini"
        },
        "options": {
          "temperature": 0.3
        }
      },
      "credentials": {
        "openAiApi": {
          "id": "YOUR_OPENAI_CRED_ID"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "simple-memory-001",
      "name": "简单记忆",
      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
      "position": [
        2180,
        580
      ],
      "parameters": {
        "sessionKey": "=email_{{ $('Gmail Trigger').item.json.threadId }}",
        "maxTokenLimit": 4000,
        "sessionIdType": "customKey"
      },
      "typeVersion": 1.3
    },
    {
      "id": "vector-retriever-001",
      "name": "Vector Store Retriever",
      "type": "@n8n/n8n-nodes-langchain.vectorStoreInMemory",
      "position": [
        2280,
        580
      ],
      "parameters": {
        "mode": "retrieve-as-tool",
        "limit": 5,
        "toolName": "email_context",
        "memoryKey": "email_context_{{ $('Gmail Trigger').item.json.threadId }}",
        "toolDescription": "Retrieve context about the user profile and email thread history"
      },
      "typeVersion": 1
    },
    {
      "id": "email-agent-001",
      "name": "邮件回复 Agent",
      "type": "@n8n/n8n-nodes-langchain.agent",
      "position": [
        2080,
        400
      ],
      "parameters": {
        "text": "={{ $json.text }}",
        "options": {
          "systemMessage": "You are an intelligent email assistant. Your job is to analyze incoming emails and generate appropriate responses based on:\n\n1. User profile information (from vector store)\n2. Email thread context (from vector store)\n3. The specific incoming email content\n\nGuidelines:\n- For newsletters, promotions, automated messages: respond with exactly 'NO_REPLY_NEEDED'\n- For legitimate emails requiring responses: generate professional, contextual replies\n- Keep responses concise but helpful\n- Use the user's communication style from their profile\n- Reference relevant context from previous emails when appropriate\n- Always be polite and professional"
        },
        "promptType": "define"
      },
      "typeVersion": 1.9
    },
    {
      "id": "check-response-001",
      "name": "检查是否需要回复",
      "type": "n8n-nodes-base.if",
      "position": [
        2400,
        400
      ],
      "parameters": {
        "conditions": {
          "combinator": "and",
          "conditions": [
            {
              "operator": {
                "type": "notContainsText"
              },
              "leftValue": "={{ $json.output }}",
              "rightValue": "NO_REPLY_NEEDED"
            }
          ]
        }
      },
      "typeVersion": 2
    },
    {
      "id": "create-draft-001",
      "name": "Gmail - 创建草稿",
      "type": "n8n-nodes-base.gmail",
      "position": [
        2680,
        400
      ],
      "parameters": {
        "message": "={{ $json.output.replace(/\\n/g, \"<br />\\n\") }}",
        "options": {
          "sendTo": "={{ $('Gmail Trigger').item.json.headers.from }}",
          "threadId": "={{ $('Gmail Trigger').item.json.threadId }}"
        },
        "subject": "=Re: {{ $('Gmail Trigger').item.json.subject }}",
        "resource": "draft",
        "emailType": "html"
      },
      "credentials": {
        "gmailOAuth2": {
          "id": "YOUR_GMAIL_CRED_ID"
        }
      },
      "typeVersion": 2
    },
    {
      "id": "error-handler-001",
      "name": "错误处理器",
      "type": "n8n-nodes-base.code",
      "position": [
        2400,
        600
      ],
      "parameters": {
        "jsCode": "// Log error details for debugging\nconst errorData = {\n  timestamp: new Date().toISOString(),\n  error: $input.all(),\n  workflow: 'Gmail Auto Reply',\n  threadId: $('Gmail Trigger').item?.json?.threadId || 'unknown'\n};\n\nconsole.log('Workflow Error:', JSON.stringify(errorData, null, 2));\n\nreturn [{ json: errorData }];"
      },
      "typeVersion": 2
    },
    {
      "id": "sticky-note-001",
      "name": "工作流说明",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        200,
        200
      ],
      "parameters": {
        "color": 5,
        "width": 300,
        "height": 400,
        "content": "# Gmail 自动回复与 AI"
      },
      "typeVersion": 1
    }
  ],
  "active": true,
  "settings": {
    "executionOrder": "v1"
  },
  "versionId": "3",
  "connections": {
    "Gmail Trigger": {
      "main": [
        [
          {
            "node": "Google Drive - Download Profile",
            "type": "main",
            "index": 0
          },
          {
            "node": "Gmail - Fetch Thread",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Simple Memory": {
      "ai_memory": [
        [
          {
            "node": "Email Reply Agent",
            "type": "ai_memory",
            "index": 0
          }
        ]
      ]
    },
    "Email Reply Agent": {
      "main": [
        [
          {
            "node": "Check If Reply Needed",
            "type": "main",
            "index": 0
          }
        ]
      ],
      "error": [
        [
          {
            "node": "Error Handler",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "OpenAI Chat Model": {
      "ai_languageModel": [
        [
          {
            "node": "Email Reply Agent",
            "type": "ai_languageModel",
            "index": 0
          }
        ]
      ]
    },
    "OpenAI Embeddings": {
      "ai_embedding": [
        [
          {
            "node": "Simple Vector Store",
            "type": "ai_embedding",
            "index": 0
          }
        ]
      ]
    },
    "Simple Vector Store": {
      "main": [
        [
          {
            "node": "Prepare Agent Context",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Gmail - Create Draft": {
      "error": [
        [
          {
            "node": "Error Handler",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Gmail - Fetch Thread": {
      "main": [
        [
          {
            "node": "Thread Document Loader",
            "type": "main",
            "index": 0
          }
        ]
      ],
      "error": [
        [
          {
            "node": "Error Handler",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Thread Text Splitter": {
      "ai_textSplitter": [
        [
          {
            "node": "Thread Document Loader",
            "type": "ai_textSplitter",
            "index": 0
          }
        ]
      ]
    },
    "Check If Reply Needed": {
      "main": [
        [
          {
            "node": "Gmail - Create Draft",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Prepare Agent Context": {
      "main": [
        [
          {
            "node": "Email Reply Agent",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Profile Text Splitter": {
      "ai_textSplitter": [
        [
          {
            "node": "Profile Document Loader",
            "type": "ai_textSplitter",
            "index": 0
          }
        ]
      ]
    },
    "Thread Document Loader": {
      "ai_document": [
        [
          {
            "node": "Simple Vector Store",
            "type": "ai_document",
            "index": 0
          }
        ]
      ]
    },
    "Vector Store Retriever": {
      "ai_tool": [
        [
          {
            "node": "Email Reply Agent",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    },
    "Profile Document Loader": {
      "ai_document": [
        [
          {
            "node": "Simple Vector Store",
            "type": "ai_document",
            "index": 0
          }
        ]
      ]
    },
    "Google Drive - Download Profile": {
      "main": [
        [
          {
            "node": "Profile Document Loader",
            "type": "main",
            "index": 0
          }
        ]
      ],
      "error": [
        [
          {
            "node": "Error Handler",
            "type": "main",
            "index": 0
          }
        ]
      ]
    }
  }
}
常见问题

如何使用这个工作流？

复制上方的 JSON 配置代码，在您的 n8n 实例中创建新工作流并选择「从 JSON 导入」，粘贴配置后根据需要修改凭证设置即可。

这个工作流适合什么场景？

高级 - 个人效率, AI 聊天机器人

需要付费吗？

本工作流完全免费，您可以直接导入使用。但请注意，工作流中使用的第三方服务（如 OpenAI API）可能需要您自行付费。

相关工作流推荐

基于AI的MIS代理
基于AI的管理信息系统代理
If
Set
Code
+29
129 节点Kumar Shivam
客户支持
AI邮件自动回复系统 - 邮箱RAG智能代理
AI邮件自动回复系统 - 邮箱RAG智能代理
If
Set
Gmail
+18
34 节点LukaszB
客户支持
在可视化参考库中探索n8n节点
在可视化参考库中探索n8n节点
If
Ftp
Set
+93
113 节点I versus AI
其他
使用Google Maps、GPT-4和WhatsApp自动化商业合作伙伴拓展
使用Google Maps、GPT-4和WhatsApp自动化商业合作伙伴拓展
If
Set
Code
+23
64 节点Khairul Muhtadin
AI 聊天机器人
J.A.R.V.I.S.
在Telegram上使用OpenAI、SERP和向量存储构建全面的多模态助手
If
Set
Code
+16
48 节点FabioInTech
客服机器人
商业AI指挥中心：Google Workspace模块化代理、向量搜索与多渠道报告
商业AI指挥中心：Google Workspace模块化代理、向量搜索与多渠道报告
Set
Gmail
Slack
+35
80 节点Paul
文档提取
工作流信息
难度等级
高级
节点数量18
分类2
节点类型14
难度说明

适合高级用户，包含 16+ 个节点的复杂工作流

作者
Usama Rehman

Usama Rehman

@usamarehman
外部链接
在 n8n.io 查看 →

分享此工作流