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🤖🧠 AI智能体聊天机器人 + 长期记忆 + 笔记存储 + Telegram

高级

这是一个AI领域的自动化工作流,包含 21 个节点。主要使用 Set, Merge, Telegram, Aggregate, GoogleDocs 等节点,结合人工智能技术实现智能自动化。 🤖🧠 AI智能体聊天机器人 + 长期记忆 + 笔记存储 + Telegram

前置要求
  • Telegram Bot Token
  • OpenAI API Key
工作流预览
可视化展示节点连接关系,支持缩放和平移
导出工作流
复制以下 JSON 配置到 n8n 导入,即可使用此工作流
{
  "id": "QJZLBn9L6NbmjmLK",
  "meta": {
    "instanceId": "31e69f7f4a77bf465b805824e303232f0227212ae922d12133a0f96ffeab4fef"
  },
  "name": "🤖🧠 AI 智能体聊天机器人 + 长期记忆 + 笔记存储 + Telegram",
  "tags": [],
  "nodes": [
    {
      "id": "20a2d959-5412-447b-a2c4-7736b6b758b3",
      "name": "当收到聊天消息时",
      "type": "@n8n/n8n-nodes-langchain.chatTrigger",
      "position": [
        -320,
        1600
      ],
      "webhookId": "8ba8fa53-2c24-47a8-b4dd-67b88c106e3d",
      "parameters": {
        "options": {}
      },
      "typeVersion": 1.1
    },
    {
      "id": "de79c268-bac5-48ff-be4d-18f522861c22",
      "name": "便签7",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -100,
        1280
      ],
      "parameters": {
        "color": 4,
        "width": 340,
        "height": 380,
        "content": "## 检索长期记忆"
      },
      "typeVersion": 1
    },
    {
      "id": "000a94d1-57ce-4eec-a021-9123685d22bf",
      "name": "便签8",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        1040,
        1840
      ],
      "parameters": {
        "width": 280,
        "height": 380,
        "content": "## 保存到当前聊天记忆(可选)"
      },
      "typeVersion": 1
    },
    {
      "id": "1bf1cade-bb3e-450a-a531-9add259069df",
      "name": "### 替换 Airtable 连接",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        1360,
        1840
      ],
      "parameters": {
        "color": 4,
        "width": 280,
        "height": 380,
        "content": "## 保存长期记忆"
      },
      "typeVersion": 1
    },
    {
      "id": "8b30f207-8204-4548-8f51-38c387d98ae9",
      "name": "gpt-4o-mini",
      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
      "position": [
        820,
        1900
      ],
      "parameters": {
        "options": {}
      },
      "credentials": {
        "openAiApi": {
          "id": "jEMSvKmtYfzAkhe6",
          "name": "OpenAi account"
        }
      },
      "typeVersion": 1.1
    },
    {
      "id": "50271e59-6dd2-4f54-9b28-dd4a9f33ddc5",
      "name": "聊天响应",
      "type": "n8n-nodes-base.set",
      "position": [
        1440,
        1600
      ],
      "parameters": {
        "options": {},
        "assignments": {
          "assignments": [
            {
              "id": "d6f68b1c-a6a6-44d4-8686-dc4dcdde4767",
              "name": "output",
              "type": "string",
              "value": "={{ $json.output }}"
            }
          ]
        }
      },
      "typeVersion": 3.4
    },
    {
      "id": "1064a2bf-bf74-44cd-ba8a-48f93700e887",
      "name": "窗口缓冲记忆",
      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
      "position": [
        1140,
        2000
      ],
      "parameters": {
        "sessionKey": "={{ $('When chat message received').item.json.sessionId }}",
        "sessionIdType": "customKey",
        "contextWindowLength": 50
      },
      "typeVersion": 1.3
    },
    {
      "id": "280fe3b1-faca-41b6-be0e-2ab906cd1662",
      "name": "保存长期记忆",
      "type": "n8n-nodes-base.googleDocsTool",
      "position": [
        1460,
        2000
      ],
      "parameters": {
        "actionsUi": {
          "actionFields": [
            {
              "text": "={ \n  \"memory\": \"{{ $fromAI('memory') }}\",\n  \"date\": \"{{ $now }}\"\n}",
              "action": "insert"
            }
          ]
        },
        "operation": "update",
        "documentURL": "[Google Doc ID]",
        "descriptionType": "manual",
        "toolDescription": "Save Memory"
      },
      "credentials": {
        "googleDocsOAuth2Api": {
          "id": "YWEHuG28zOt532MQ",
          "name": "Google Docs account"
        }
      },
      "typeVersion": 2
    },
    {
      "id": "37baa147-120a-40a8-b92f-df319fc4bc46",
      "name": "检索长期记忆",
      "type": "n8n-nodes-base.googleDocs",
      "position": [
        20,
        1420
      ],
      "parameters": {
        "operation": "get",
        "documentURL": "[Google Doc ID]"
      },
      "credentials": {
        "googleDocsOAuth2Api": {
          "id": "YWEHuG28zOt532MQ",
          "name": "Google Docs account"
        }
      },
      "typeVersion": 2,
      "alwaysOutputData": true
    },
    {
      "id": "b047a271-d2aa-4a26-b663-6a76d249824a",
      "name": "便签",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        720,
        1840
      ],
      "parameters": {
        "color": 3,
        "width": 280,
        "height": 380,
        "content": "## LLM"
      },
      "typeVersion": 1
    },
    {
      "id": "15bb5fd5-7dfe-4da9-830c-e1d905831640",
      "name": "Telegram 响应",
      "type": "n8n-nodes-base.telegram",
      "position": [
        1440,
        1260
      ],
      "parameters": {
        "text": "={{ $json.output }}",
        "chatId": "=1234567891",
        "additionalFields": {
          "parse_mode": "HTML",
          "appendAttribution": false
        }
      },
      "credentials": {
        "telegramApi": {
          "id": "pAIFhguJlkO3c7aQ",
          "name": "Telegram account"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "8cc38a87-e214-4193-9fe6-ba4adc3d5530",
      "name": "便签1",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        1360,
        1160
      ],
      "parameters": {
        "width": 260,
        "height": 300,
        "content": "## Telegram"
      },
      "typeVersion": 1
    },
    {
      "id": "38121a81-d768-4bb0-a9e6-39de0906e026",
      "name": "便签 2",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        680,
        1500
      ],
      "parameters": {
        "color": 5,
        "width": 1320,
        "height": 780,
        "content": "## 具备长期记忆和笔记存储功能的 AI 代理"
      },
      "typeVersion": 1
    },
    {
      "id": "7d5d1466-b4c9-4055-a634-ea7025dc370a",
      "name": "DeepSeek-V3 聊天",
      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
      "position": [
        820,
        2060
      ],
      "parameters": {
        "model": "=deepseek-chat",
        "options": {}
      },
      "credentials": {
        "openAiApi": {
          "id": "MSl7SdcvZe0SqCYI",
          "name": "deepseek"
        }
      },
      "typeVersion": 1.1
    },
    {
      "id": "68303b67-2203-41e8-b370-220d884d2945",
      "name": "AI 工具代理",
      "type": "@n8n/n8n-nodes-langchain.agent",
      "position": [
        1060,
        1600
      ],
      "parameters": {
        "text": "={{ $('When chat message received').item.json.chatInput }}",
        "options": {
          "systemMessage": "=## ROLE  \nYou are a friendly, attentive, and helpful AI assistant. Your primary goal is to assist the user while maintaining a personalized and engaging interaction.  \n\n---\n\n## RULES  \n\n1. **Memory Management**:  \n   - When the user sends a new message, evaluate whether it contains noteworthy or personal information (e.g., preferences, habits, goals, or important events).  \n   - If such information is identified, use the **Save Memory** tool to store this data in memory.  \n   - Always send a meaningful response back to the user, even if your primary action was saving information. This response should not reveal that information was stored but should acknowledge or engage with the user’s input naturally.  \n\n2. **Note Management**:  \n   - If the user provides information that is intended to be stored as a note (e.g., specific instructions, reminders, or standalone pieces of information), use the **Save Note** tool.  \n   - Notes should not be stored in memory using the **Save Memory** tool.  \n   - Ensure that notes are clear, concise, and accurately reflect the user’s input.  \n\n3. **Context Awareness**:  \n   - Use stored memories and notes to provide contextually relevant and personalized responses.  \n   - Always consider the **date and time** when a memory or note was collected to ensure your responses are up-to-date and accurate.\n\n4. **User-Centric Responses**:  \n   - Tailor your responses based on the user's preferences and past interactions.  \n   - Be proactive in recalling relevant details from memory or notes when appropriate but avoid overwhelming the user with unnecessary information.\n\n5. **Privacy and Sensitivity**:  \n   - Handle all user data with care and sensitivity. Avoid making assumptions or sharing stored information unless it directly enhances the conversation or task at hand.\n   - Never store passwords or usernames.\n\n6. **Fallback Responses**:  \n   - **IMPORTANT** If no specific task or question arises from the user’s message (e.g., when only saving information), respond in a way that keeps the conversation flowing naturally. For example:  \n     - Acknowledge their input: “Thanks for sharing that!”  \n     - Provide a friendly follow-up: “Is there anything else I can help you with today?”  \n   - DO NOT tell jokes as a fallback response.\n\n---\n\n## TOOLS  \n\n### Save Memory  \n- Use this tool to store summarized, concise, and meaningful information about the user.  \n- Extract key details from user messages that could enhance future interactions (e.g., likes/dislikes, important dates, hobbies).  \n- Ensure that the summary is clear and devoid of unnecessary details.\n\n### Save Note  \n- Use this tool to store specific instructions, reminders, or standalone pieces of information provided by the user.  \n- Notes should not include general personal preferences or habits meant for long-term memory storage.  \n- Ensure that notes are concise and accurately reflect what the user wants to store.\n\n---\n\n## MEMORIES  \n\n### Recent Noteworthy Memories  \nHere are the most recent memories collected from the user, including their date and time of collection:  \n\n**{{ $json.data[0].content }}**\n\n### Guidelines for Using Memories:  \n- Prioritize recent memories but do not disregard older ones if they remain relevant.  \n- Cross-reference memories to maintain consistency in your responses. For example, if a user shares conflicting preferences over time, clarify or adapt accordingly.\n\n---\n\n## NOTES  \n\n### Recent Notes Collected from User:  \nHere are the most recent notes collected from the user:  \n\n**{{ $json.data[1].content }}**\n\n### Guidelines for Using Notes:  \n- Use notes for tasks requiring specific instructions or reminders.\n- Do not mix note content with general memory content; keep them distinct.\n\n---\n\n## ADDITIONAL INSTRUCTIONS  \n\n- Think critically before responding to ensure your answers are thoughtful and accurate.  \n- Strive to build trust with the user by being consistent, reliable, and personable in your interactions.  \n- Avoid robotic or overly formal language; aim for a conversational tone that aligns with being \"friendly and helpful.\"  \n"
        },
        "promptType": "define"
      },
      "typeVersion": 1.7,
      "alwaysOutputData": false
    },
    {
      "id": "a6741133-93a1-42f8-83b4-bc29b9f49ae2",
      "name": "便签10",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        1680,
        1840
      ],
      "parameters": {
        "color": 4,
        "width": 280,
        "height": 380,
        "content": "## 保存笔记"
      },
      "typeVersion": 1
    },
    {
      "id": "87c88d31-811d-4265-b44e-ab30a45ff88b",
      "name": "保存笔记",
      "type": "n8n-nodes-base.googleDocsTool",
      "position": [
        1780,
        2000
      ],
      "parameters": {
        "actionsUi": {
          "actionFields": [
            {
              "text": "={ \n  \"note\": \"{{ $fromAI('memory') }}\",\n  \"date\": \"{{ $now }}\"\n}",
              "action": "insert"
            }
          ]
        },
        "operation": "update",
        "documentURL": "[Google Doc ID]",
        "descriptionType": "manual",
        "toolDescription": "Save Notes"
      },
      "credentials": {
        "googleDocsOAuth2Api": {
          "id": "YWEHuG28zOt532MQ",
          "name": "Google Docs account"
        }
      },
      "typeVersion": 2
    },
    {
      "id": "b9b97837-d6f2-4cef-89c4-9301973015df",
      "name": "便签11",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -100,
        1680
      ],
      "parameters": {
        "color": 4,
        "width": 340,
        "height": 380,
        "content": "## 检索笔记"
      },
      "typeVersion": 1
    },
    {
      "id": "0002a227-4240-4d3c-9a45-fc6e23fdc7f5",
      "name": "检索笔记",
      "type": "n8n-nodes-base.googleDocs",
      "onError": "continueRegularOutput",
      "position": [
        20,
        1820
      ],
      "parameters": {
        "operation": "get",
        "documentURL": "[Google Doc ID]"
      },
      "credentials": {
        "googleDocsOAuth2Api": {
          "id": "YWEHuG28zOt532MQ",
          "name": "Google Docs account"
        }
      },
      "typeVersion": 2,
      "alwaysOutputData": true
    },
    {
      "id": "88f7024c-87d4-48b4-b6bb-f68c88202f56",
      "name": "聚合",
      "type": "n8n-nodes-base.aggregate",
      "position": [
        520,
        1600
      ],
      "parameters": {
        "options": {},
        "aggregate": "aggregateAllItemData"
      },
      "typeVersion": 1
    },
    {
      "id": "48d576fc-870a-441e-a7be-3056ef7e1d7a",
      "name": "合并",
      "type": "n8n-nodes-base.merge",
      "position": [
        340,
        1600
      ],
      "parameters": {},
      "typeVersion": 3
    }
  ],
  "active": false,
  "pinData": {},
  "settings": {
    "timezone": "America/Vancouver",
    "callerPolicy": "workflowsFromSameOwner",
    "executionOrder": "v1"
  },
  "versionId": "8130e77c-ecbd-470e-afec-ec8728643e00",
  "connections": {
    "Merge": {
      "main": [
        [
          {
            "node": "Aggregate",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Aggregate": {
      "main": [
        [
          {
            "node": "AI Tools Agent",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Save Notes": {
      "ai_tool": [
        [
          {
            "node": "AI Tools Agent",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    },
    "gpt-4o-mini": {
      "ai_languageModel": [
        [
          {
            "node": "AI Tools Agent",
            "type": "ai_languageModel",
            "index": 0
          }
        ]
      ]
    },
    "AI Tools Agent": {
      "main": [
        [
          {
            "node": "Telegram Response",
            "type": "main",
            "index": 0
          },
          {
            "node": "Chat Response",
            "type": "main",
            "index": 0
          }
        ],
        []
      ]
    },
    "Retrieve Notes": {
      "main": [
        [
          {
            "node": "Merge",
            "type": "main",
            "index": 1
          }
        ]
      ]
    },
    "DeepSeek-V3  Chat": {
      "ai_languageModel": [
        []
      ]
    },
    "Telegram Response": {
      "main": [
        []
      ]
    },
    "Window Buffer Memory": {
      "ai_memory": [
        [
          {
            "node": "AI Tools Agent",
            "type": "ai_memory",
            "index": 0
          }
        ]
      ]
    },
    "Save Long Term Memories": {
      "ai_tool": [
        [
          {
            "node": "AI Tools Agent",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    },
    "When chat message received": {
      "main": [
        [
          {
            "node": "Retrieve Long Term Memories",
            "type": "main",
            "index": 0
          },
          {
            "node": "Retrieve Notes",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Retrieve Long Term Memories": {
      "main": [
        [
          {
            "node": "Merge",
            "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 - 人工智能

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。

工作流信息
难度等级
高级
节点数量21
分类1
节点类型11
难度说明

适合高级用户,包含 16+ 个节点的复杂工作流

作者
Joseph LePage

Joseph LePage

@joe

As an AI Automation consultant based in Canada, I partner with forward-thinking organizations to implement AI solutions that streamline operations and drive growth.

外部链接
在 n8n.io 查看

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