🐋🤖 DeepSeek AI 代理 + Telegram + 长期记忆 🧠
高级
这是一个AI领域的自动化工作流，包含 23 个节点。主要使用 If, Set, Merge, Switch, Webhook 等节点，结合人工智能技术实现智能自动化。 🐋🤖 DeepSeek AI 代理 + Telegram + 长期记忆 🧠
前置要求
- •HTTP Webhook 端点（n8n 会自动生成）
- •Telegram Bot Token
- •OpenAI API Key
使用的节点 (23)
分类
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": "rtsvydad1MOCryia",
"meta": {
"instanceId": "31e69f7f4a77bf465b805824e303232f0227212ae922d12133a0f96ffeab4fef"
},
"name": "🐋🤖 DeepSeek AI 代理 + Telegram + 长期记忆 🧠",
"tags": [],
"nodes": [
{
"id": "23b50c07-39a8-4166-ab13-9683b3ee25e6",
"name": "检查用户和聊天 ID",
"type": "n8n-nodes-base.if",
"position": [
-80,
160
],
"parameters": {
"options": {},
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "5fe3c0d8-bd61-4943-b152-9e6315134520",
"operator": {
"name": "filter.operator.equals",
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $('Listen for Telegram Events').item.json.body.message.from.first_name }}",
"rightValue": "={{ $json.first_name }}"
},
{
"id": "98a0ea91-0567-459c-bbce-06abc14a49ce",
"operator": {
"name": "filter.operator.equals",
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $('Listen for Telegram Events').item.json.body.message.from.last_name }}",
"rightValue": "={{ $json.last_name }}"
},
{
"id": "18a96c1f-f2a0-4a2a-b789-606763df4423",
"operator": {
"type": "number",
"operation": "equals"
},
"leftValue": "={{ $('Listen for Telegram Events').item.json.body.message.from.id }}",
"rightValue": "={{ $json.id }}"
}
]
},
"looseTypeValidation": "="
},
"typeVersion": 2.2
},
{
"id": "ecbc13fe-305d-4cdd-b35c-3e119e8e8b5d",
"name": "错误消息",
"type": "n8n-nodes-base.telegram",
"position": [
160,
440
],
"parameters": {
"text": "=Unable to process your message.",
"chatId": "={{ $json.body.message.chat.id }}",
"additionalFields": {
"appendAttribution": false
}
},
"credentials": {
"telegramApi": {
"id": "pAIFhguJlkO3c7aQ",
"name": "Telegram account"
}
},
"typeVersion": 1.2
},
{
"id": "be722bc7-0b22-4892-967c-fdd398a7b129",
"name": "便签",
"type": "n8n-nodes-base.stickyNote",
"position": [
-540,
-20
],
"parameters": {
"color": 6,
"width": 949,
"height": 652,
"content": "# 通过 Webhook 接收 Telegram 消息"
},
"typeVersion": 1
},
{
"id": "a3866585-bfee-4025-a8f4-f06fde16171a",
"name": "监听 Telegram 事件",
"type": "n8n-nodes-base.webhook",
"position": [
-480,
160
],
"webhookId": "097f36f3-1574-44f9-815f-58387e3b20bf",
"parameters": {
"path": "wbot",
"options": {
"binaryPropertyName": "data"
},
"httpMethod": "POST"
},
"typeVersion": 2
},
{
"id": "f70571d5-3680-4616-90fa-3358b0883368",
"name": "便签1",
"type": "n8n-nodes-base.stickyNote",
"position": [
-1380,
-20
],
"parameters": {
"color": 7,
"width": 800,
"height": 860,
"content": "# 如何设置 Telegram 机器人 WebHook"
},
"typeVersion": 1
},
{
"id": "2b6149d5-ffd6-46ef-9840-149508251a77",
"name": "验证",
"type": "n8n-nodes-base.set",
"position": [
-260,
160
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "0cea6da1-652a-4c1e-94c3-30608ced90f8",
"name": "first_name",
"type": "string",
"value": "FirstName"
},
{
"id": "b90280c6-3e36-49ca-9e7e-e15c42d256cc",
"name": "last_name",
"type": "string",
"value": "LastName"
},
{
"id": "f6d86283-16ca-447e-8427-7d3d190babc0",
"name": "id",
"type": "number",
"value": 12345667891
}
]
},
"includeOtherFields": true
},
"typeVersion": 3.4
},
{
"id": "41c965ea-b67d-4d6b-82e4-0e57f5fc13bb",
"name": "便签4",
"type": "n8n-nodes-base.stickyNote",
"position": [
-320,
100
],
"parameters": {
"color": 7,
"width": 420,
"height": 260,
"content": "## 验证 Telegram 用户"
},
"typeVersion": 1
},
{
"id": "164f5e91-1958-4dc5-b38c-db1cec0579d4",
"name": "消息路由器",
"type": "n8n-nodes-base.switch",
"position": [
160,
160
],
"parameters": {
"rules": {
"values": [
{
"outputKey": "audio",
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"operator": {
"type": "object",
"operation": "exists",
"singleValue": true
},
"leftValue": "={{ $json.body.message.voice }}",
"rightValue": ""
}
]
},
"renameOutput": true
},
{
"outputKey": "text",
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "342f0883-d959-44a2-b80d-379e39c76218",
"operator": {
"type": "string",
"operation": "exists",
"singleValue": true
},
"leftValue": "={{ $json.body.message.text }}",
"rightValue": ""
}
]
},
"renameOutput": true
},
{
"outputKey": "image",
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "ded3a600-f861-413a-8892-3fc5ea935ecb",
"operator": {
"type": "array",
"operation": "exists",
"singleValue": true
},
"leftValue": "={{ $json.body.message.photo }}",
"rightValue": ""
}
]
},
"renameOutput": true
}
]
},
"options": {
"fallbackOutput": "extra"
}
},
"typeVersion": 3.2
},
{
"id": "7947173d-39fa-4d4b-9b1e-60de809a9950",
"name": "AI Agent",
"type": "@n8n/n8n-nodes-langchain.agent",
"onError": "continueErrorOutput",
"position": [
860,
340
],
"parameters": {
"text": "={{ $('Message Router').item.json.body.message.text }}",
"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. The current user's first name is **{{ $json.body.message.from.first_name }}**.\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. **Context Awareness**: \n - Use stored memories to provide contextually relevant and personalized responses. \n - Always consider the **date and time** when a memory was collected to ensure your responses are up-to-date and accurate.\n\n3. **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 when appropriate but avoid overwhelming the user with unnecessary information.\n\n4. **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\n5. **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 fall back 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---\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**{{ $('Retrieve Long Term Memories').item.json.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## 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": true
},
{
"id": "6111c771-d8af-4586-8829-213d86dc4f47",
"name": "合并",
"type": "n8n-nodes-base.merge",
"position": [
860,
100
],
"parameters": {
"mode": "combine",
"options": {},
"combineBy": "combineAll"
},
"typeVersion": 3
},
{
"id": "94a01b4f-549d-4e49-88e0-143c90dd200e",
"name": "窗口缓冲内存",
"type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
"position": [
920,
780
],
"parameters": {
"sessionKey": "={{ $json.id }}",
"sessionIdType": "customKey",
"contextWindowLength": 50
},
"typeVersion": 1.3
},
{
"id": "d1182e11-025e-4885-abb1-b76a9b617b84",
"name": "当收到聊天消息时",
"type": "@n8n/n8n-nodes-langchain.chatTrigger",
"disabled": true,
"position": [
-480,
420
],
"webhookId": "701ddc24-2637-466e-9789-5d47145333a8",
"parameters": {
"options": {}
},
"typeVersion": 1.1
},
{
"id": "97d4cdcd-b016-44aa-882c-eb2ec38968eb",
"name": "便签10",
"type": "n8n-nodes-base.stickyNote",
"position": [
440,
-20
],
"parameters": {
"color": 5,
"width": 1033,
"height": 1029,
"content": "# 处理文本消息"
},
"typeVersion": 1
},
{
"id": "73156ecc-af5f-4e3d-82c6-4668db52b511",
"name": "Telegram 响应",
"type": "n8n-nodes-base.telegram",
"position": [
1240,
160
],
"parameters": {
"text": "={{ $json.output }}",
"chatId": "={{ $('Listen for Telegram Events').item.json.body.message.chat.id }}",
"additionalFields": {
"parse_mode": "HTML",
"appendAttribution": false
}
},
"credentials": {
"telegramApi": {
"id": "pAIFhguJlkO3c7aQ",
"name": "Telegram account"
}
},
"typeVersion": 1.2
},
{
"id": "5f342299-40fe-44cf-9b58-8a9d3bfac1df",
"name": "保存长期记忆",
"type": "n8n-nodes-base.googleDocsTool",
"position": [
1260,
780
],
"parameters": {
"actionsUi": {
"actionFields": [
{
"text": "= Memory: {{ $fromAI('memory') }} - Date: {{ $now }} ",
"action": "insert"
}
]
},
"operation": "update",
"documentURL": "[Google Doc ID]",
"descriptionType": "manual",
"toolDescription": "Save memories"
},
"credentials": {
"googleDocsOAuth2Api": {
"id": "YWEHuG28zOt532MQ",
"name": "Google Docs account"
}
},
"typeVersion": 2
},
{
"id": "aba001a8-68f9-4870-9cd0-60a4c59ecd5b",
"name": "便签3",
"type": "n8n-nodes-base.stickyNote",
"position": [
460,
220
],
"parameters": {
"color": 4,
"width": 300,
"height": 340,
"content": "## 检索长期记忆"
},
"typeVersion": 1
},
{
"id": "e5ec71ec-9527-4ccd-87c3-3aa2f09192e8",
"name": "检索长期记忆",
"type": "n8n-nodes-base.googleDocs",
"position": [
560,
360
],
"parameters": {
"operation": "get",
"documentURL": "[Google Doc ID]"
},
"credentials": {
"googleDocsOAuth2Api": {
"id": "YWEHuG28zOt532MQ",
"name": "Google Docs account"
}
},
"typeVersion": 2,
"alwaysOutputData": true
},
{
"id": "4764383a-3c4b-4e64-b391-5dc9fb4b9de6",
"name": "便签5",
"type": "n8n-nodes-base.stickyNote",
"position": [
820,
660
],
"parameters": {
"width": 280,
"height": 320,
"content": "## 保存到当前聊天记忆（可选）"
},
"typeVersion": 1
},
{
"id": "e11995b8-e061-4b40-b4b6-9ec03c7e5a06",
"name": "便签6",
"type": "n8n-nodes-base.stickyNote",
"position": [
1160,
660
],
"parameters": {
"color": 4,
"width": 280,
"height": 320,
"content": "## 保存长期记忆"
},
"typeVersion": 1
},
{
"id": "1b53aef2-ca99-409b-bd10-3fc1fd87f540",
"name": "响应错误消息",
"type": "n8n-nodes-base.telegram",
"position": [
1240,
360
],
"parameters": {
"text": "=Unable to process your message.",
"chatId": "={{ $('Listen for Telegram Events').item.json.body.message.chat.id }}",
"additionalFields": {
"appendAttribution": false
}
},
"credentials": {
"telegramApi": {
"id": "pAIFhguJlkO3c7aQ",
"name": "Telegram account"
}
},
"typeVersion": 1.2
},
{
"id": "e5d79084-d7f1-44fd-a1db-73cc76a148ec",
"name": "便利贴12",
"type": "n8n-nodes-base.stickyNote",
"position": [
-60,
660
],
"parameters": {
"color": 7,
"width": 820,
"height": 600,
"content": "# DeepSeek API 调用"
},
"typeVersion": 1
},
{
"id": "af14e803-44a5-4b0e-a675-b1e860bf6d29",
"name": "DeepSeek-R1 推理",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
440,
880
],
"parameters": {
"model": "=deepseek-reasoner",
"options": {}
},
"credentials": {
"openAiApi": {
"id": "MSl7SdcvZe0SqCYI",
"name": "deepseek"
}
},
"typeVersion": 1.1
},
{
"id": "e8be6a32-ba4c-4895-b34b-c5e7d0ded5e8",
"name": "DeepSeek-V3 聊天",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
600,
880
],
"parameters": {
"model": "=deepseek-chat",
"options": {}
},
"credentials": {
"openAiApi": {
"id": "MSl7SdcvZe0SqCYI",
"name": "deepseek"
}
},
"typeVersion": 1.1
}
],
"active": false,
"pinData": {},
"settings": {
"timezone": "America/Vancouver",
"callerPolicy": "workflowsFromSameOwner",
"executionOrder": "v1"
},
"versionId": "2e669c98-e6ad-42f0-a642-de05e372937e",
"connections": {
"Merge": {
"main": [
[
{
"node": "AI Agent",
"type": "main",
"index": 0
}
]
]
},
"AI Agent": {
"main": [
[
{
"node": "Telegram Response",
"type": "main",
"index": 0
}
],
[
{
"node": "Response Error message",
"type": "main",
"index": 0
}
]
]
},
"Validation": {
"main": [
[
{
"node": "Check User & Chat ID",
"type": "main",
"index": 0
}
]
]
},
"Message Router": {
"main": [
[],
[
{
"node": "Merge",
"type": "main",
"index": 0
},
{
"node": "Retrieve Long Term Memories",
"type": "main",
"index": 0
}
],
[],
[
{
"node": "Error message",
"type": "main",
"index": 0
}
]
]
},
"DeepSeek-V3 Chat": {
"ai_languageModel": [
[
{
"node": "AI Agent",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Check User & Chat ID": {
"main": [
[
{
"node": "Message Router",
"type": "main",
"index": 0
}
],
[
{
"node": "Error message",
"type": "main",
"index": 0
}
]
]
},
"Window Buffer Memory": {
"ai_memory": [
[]
]
},
"Save Long Term Memories": {
"ai_tool": [
[
{
"node": "AI Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Listen for Telegram Events": {
"main": [
[
{
"node": "Validation",
"type": "main",
"index": 0
}
]
]
},
"When chat message received": {
"main": [
[]
]
},
"Retrieve Long Term Memories": {
"main": [
[
{
"node": "Merge",
"type": "main",
"index": 1
}
]
]
}
}
}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。
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工作流信息
难度等级
高级
节点数量23
分类1
节点类型13
作者
Joseph LePage
@joeAs 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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