DeepSeek AI エージェント + Telegram + 長期記憶 🧠
上級
これはAI分野の自動化ワークフローで、23個のノードを含みます。主にIf, Set, Merge, Switch, Webhookなどのノードを使用、AI技術を活用したスマート自動化を実現。 DeepSeek AIエージェント + Telegram + 長期記憶 🧠
前提条件
- •HTTP Webhookエンドポイント（n8nが自動生成）
- •Telegram Bot Token
- •OpenAI API Key
使用ノード (23)
カテゴリー
ワークフロープレビュー
ノード接続関係を可視化、ズームとパンをサポート
ワークフローをエクスポート
以下のJSON設定をn8nにインポートして、このワークフローを使用できます
{
"id": "rtsvydad1MOCryia",
"meta": {
"instanceId": "31e69f7f4a77bf465b805824e303232f0227212ae922d12133a0f96ffeab4fef"
},
"name": "🐋🤖 DeepSeek AI Agent + Telegram + LONG TERM Memory 🧠",
"tags": [],
"nodes": [
{
"id": "23b50c07-39a8-4166-ab13-9683b3ee25e6",
"name": "ユーザーとチャットIDの確認",
"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": "エラーメッセージ",
"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": "付箋メモ",
"type": "n8n-nodes-base.stickyNote",
"position": [
-540,
-20
],
"parameters": {
"color": 6,
"width": 949,
"height": 652,
"content": "# Receive Telegram Message with Webhook"
},
"typeVersion": 1
},
{
"id": "a3866585-bfee-4025-a8f4-f06fde16171a",
"name": "Telegram イベントの監視",
"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": "付箋メモ1",
"type": "n8n-nodes-base.stickyNote",
"position": [
-1380,
-20
],
"parameters": {
"color": 7,
"width": 800,
"height": 860,
"content": "# How to set up a Telegram Bot WebHook\n\n## WebHook Setup Process\n\n**Basic Concept**\nA WebHook allows your Telegram bot to automatically receive updates instead of manually polling the Bot API.\n\n**Setup Method**\nTo set a WebHook, make a GET request using this URL format:\n```\nhttps://api.telegram.org/bot{my_bot_token}/setWebhook?url={url_to_send_updates_to}\n```\nWhere:\n- `my_bot_token`: Your bot token from BotFather\n- `url_to_send_updates_to`: Your HTTPS endpoint that handles bot updates\n\n\n**Verification**\nTo verify the WebHook setup, use:\n```\nhttps://api.telegram.org/bot{my_bot_token}/getWebhookInfo\n```\n\nA successful response looks like:\n```json\n{\n \"ok\": true,\n \"result\": {\n \"url\": \"https://www.example.com/my-telegram-bot/\",\n \"has_custom_certificate\": false,\n \"pending_update_count\": 0,\n \"max_connections\": 40\n }\n}\n```\n\n\nThis method provides a simple and efficient way to handle Telegram bot updates automatically through webhooks rather than manual polling."
},
"typeVersion": 1
},
{
"id": "2b6149d5-ffd6-46ef-9840-149508251a77",
"name": "検証",
"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": "付箋メモ4",
"type": "n8n-nodes-base.stickyNote",
"position": [
-320,
100
],
"parameters": {
"color": 7,
"width": 420,
"height": 260,
"content": "## Validate Telegram User\n"
},
"typeVersion": 1
},
{
"id": "164f5e91-1958-4dc5-b38c-db1cec0579d4",
"name": "メッセージルーター",
"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エージェント",
"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": "マージ",
"type": "n8n-nodes-base.merge",
"position": [
860,
100
],
"parameters": {
"mode": "combine",
"options": {},
"combineBy": "combineAll"
},
"typeVersion": 3
},
{
"id": "94a01b4f-549d-4e49-88e0-143c90dd200e",
"name": "ウィンドウバッファメモリ",
"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": "チャットメッセージ受信時",
"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": "付箋メモ10",
"type": "n8n-nodes-base.stickyNote",
"position": [
440,
-20
],
"parameters": {
"color": 5,
"width": 1033,
"height": 1029,
"content": "# Process Text Message"
},
"typeVersion": 1
},
{
"id": "73156ecc-af5f-4e3d-82c6-4668db52b511",
"name": "Telegram レスポンス",
"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": "長期記憶の保存",
"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": "付箋メモ3",
"type": "n8n-nodes-base.stickyNote",
"position": [
460,
220
],
"parameters": {
"color": 4,
"width": 300,
"height": 340,
"content": "## Retrieve Long Term Memories\nGoogle Docs"
},
"typeVersion": 1
},
{
"id": "e5ec71ec-9527-4ccd-87c3-3aa2f09192e8",
"name": "長期記憶の検索",
"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": "付箋メモ5",
"type": "n8n-nodes-base.stickyNote",
"position": [
820,
660
],
"parameters": {
"width": 280,
"height": 320,
"content": "## Save To Current Chat Memory (Optional)"
},
"typeVersion": 1
},
{
"id": "e11995b8-e061-4b40-b4b6-9ec03c7e5a06",
"name": "付箋メモ6",
"type": "n8n-nodes-base.stickyNote",
"position": [
1160,
660
],
"parameters": {
"color": 4,
"width": 280,
"height": 320,
"content": "## Save Long Term Memories\nGoogle Docs"
},
"typeVersion": 1
},
{
"id": "1b53aef2-ca99-409b-bd10-3fc1fd87f540",
"name": "レスポンスエラーメッセージ",
"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": "付箋メモ12",
"type": "n8n-nodes-base.stickyNote",
"position": [
-60,
660
],
"parameters": {
"color": 7,
"width": 820,
"height": 600,
"content": "# DeepSeek API Call\n\nThe DeepSeek API uses an API format compatible with OpenAI. By modifying the configuration, you can use the OpenAI SDK or softwares compatible with the OpenAI API to access the DeepSeek API.\n\nhttps://api-docs.deepseek.com/\n\n## Configuration Parameters\n\n| Parameter | Value |\n|-----------|--------|\n| base_url | https://api.deepseek.com |\n| api_key | https://platform.deepseek.com/api_keys |\n\n\n\n## Important Notes\n\n- To be compatible with OpenAI, you can also use `https://api.deepseek.com/v1` as the base_url. Note that the v1 here has NO relationship with the model's version.\n\n- The deepseek-chat model has been upgraded to DeepSeek-V3. The API remains unchanged. You can invoke DeepSeek-V3 by specifying `model='deepseek-chat'`.\n\n- deepseek-reasoner is the latest reasoning model, DeepSeek-R1, released by DeepSeek. You can invoke DeepSeek-R1 by specifying `model='deepseek-reasoner'`."
},
"typeVersion": 1
},
{
"id": "af14e803-44a5-4b0e-a675-b1e860bf6d29",
"name": "DeepSeek-R1 推論",
"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 チャット",
"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": {
"6111c771-d8af-4586-8829-213d86dc4f47": {
"main": [
[
{
"node": "7947173d-39fa-4d4b-9b1e-60de809a9950",
"type": "main",
"index": 0
}
]
]
},
"7947173d-39fa-4d4b-9b1e-60de809a9950": {
"main": [
[
{
"node": "73156ecc-af5f-4e3d-82c6-4668db52b511",
"type": "main",
"index": 0
}
],
[
{
"node": "1b53aef2-ca99-409b-bd10-3fc1fd87f540",
"type": "main",
"index": 0
}
]
]
},
"2b6149d5-ffd6-46ef-9840-149508251a77": {
"main": [
[
{
"node": "23b50c07-39a8-4166-ab13-9683b3ee25e6",
"type": "main",
"index": 0
}
]
]
},
"164f5e91-1958-4dc5-b38c-db1cec0579d4": {
"main": [
[],
[
{
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"type": "main",
"index": 0
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{
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"type": "main",
"index": 0
}
],
[],
[
{
"node": "ecbc13fe-305d-4cdd-b35c-3e119e8e8b5d",
"type": "main",
"index": 0
}
]
]
},
"e8be6a32-ba4c-4895-b34b-c5e7d0ded5e8": {
"ai_languageModel": [
[
{
"node": "7947173d-39fa-4d4b-9b1e-60de809a9950",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"23b50c07-39a8-4166-ab13-9683b3ee25e6": {
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[
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"type": "main",
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}
]
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},
"94a01b4f-549d-4e49-88e0-143c90dd200e": {
"ai_memory": [
[]
]
},
"5f342299-40fe-44cf-9b58-8a9d3bfac1df": {
"ai_tool": [
[
{
"node": "7947173d-39fa-4d4b-9b1e-60de809a9950",
"type": "ai_tool",
"index": 0
}
]
]
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"a3866585-bfee-4025-a8f4-f06fde16171a": {
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[
{
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"type": "main",
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"d1182e11-025e-4885-abb1-b76a9b617b84": {
"main": [
[]
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{
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}
}よくある質問
このワークフローの使い方は？
上記のJSON設定コードをコピーし、n8nインスタンスで新しいワークフローを作成して「JSONからインポート」を選択、設定を貼り付けて認証情報を必要に応じて変更してください。
このワークフローはどんな場面に適していますか？
上級 - 人工知能
有料ですか？
このワークフローは完全無料です。ただし、ワークフローで使用するサードパーティサービス（OpenAI APIなど）は別途料金が発生する場合があります。
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ワークフロー情報
難易度
上級
ノード数23
カテゴリー1
ノードタイプ13
作成者
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.
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