🧠 AIチャットボットに長期記憶と動のツールルーティングを提供
上級
これはBuilding Blocks, AI分野の自動化ワークフローで、39個のノードを含みます。主にSet, Gmail, Switch, Telegram, GoogleDocs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。 🧠 AIチャットボットに長期メモリと動のツールルーティングを提供
前提条件
- •Googleアカウント + Gmail API認証情報
- •Telegram Bot Token
- •OpenAI API Key
使用ノード (39)
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": "p7xESnT1xMZD2hRk",
"meta": {
"instanceId": "31e69f7f4a77bf465b805824e303232f0227212ae922d12133a0f96ffeab4fef",
"templateCredsSetupCompleted": true
},
"name": "🧠 Give Your AI Agent Chatbot Long Term Memory Tools Router",
"tags": [],
"nodes": [
{
"id": "d5947a9d-bad4-4db7-8cdb-dc277928565a",
"name": "別ワークフローから実行時",
"type": "n8n-nodes-base.executeWorkflowTrigger",
"position": [
320,
-80
],
"parameters": {
"inputSource": "passthrough"
},
"typeVersion": 1.1
},
{
"id": "c9e9715d-c691-4516-9e0c-cf393a18d814",
"name": "長期記憶を保存",
"type": "n8n-nodes-base.googleDocs",
"position": [
1020,
-80
],
"parameters": {
"actionsUi": {
"actionFields": [
{
"text": "={\n \"date\": \"{{ $now }}\",\n \"memory\": \"{{ $json.query }}\"\n},\n",
"action": "insert"
}
]
},
"operation": "update",
"documentURL": "1YFTbVGlnpdYF5FuA6grfyvzmcdjcPviClAqbJ5HJIlc"
},
"credentials": {
"googleDocsOAuth2Api": {
"id": "YWEHuG28zOt532MQ",
"name": "Google Docs account"
}
},
"typeVersion": 2
},
{
"id": "306272bf-e264-4cfb-b8b6-8c0af1de3f14",
"name": "保存済み応答",
"type": "n8n-nodes-base.set",
"position": [
1200,
-80
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "6b7e85d8-379b-4a0f-9799-9193a29f0447",
"name": "response",
"type": "string",
"value": "Memory saved"
}
]
}
},
"typeVersion": 3.4
},
{
"id": "152b6922-8600-4fdb-8372-3b0102a7b73a",
"name": "長期記憶で応答",
"type": "n8n-nodes-base.set",
"position": [
1200,
220
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "6b7e85d8-379b-4a0f-9799-9193a29f0447",
"name": "response",
"type": "string",
"value": "={{ $json.content }}"
}
]
}
},
"typeVersion": 3.4
},
{
"id": "147ddd8d-6e42-44c0-95ca-9ab791f9452f",
"name": "長期記憶を取得3",
"type": "n8n-nodes-base.googleDocs",
"position": [
1020,
900
],
"parameters": {
"operation": "get",
"documentURL": "1YFTbVGlnpdYF5FuA6grfyvzmcdjcPviClAqbJ5HJIlc"
},
"credentials": {
"googleDocsOAuth2Api": {
"id": "YWEHuG28zOt532MQ",
"name": "Google Docs account"
}
},
"typeVersion": 2
},
{
"id": "e3f1172b-ce33-4cce-8126-88e19afc53c6",
"name": "成功メッセージを Telegram へ送信",
"type": "n8n-nodes-base.telegram",
"position": [
1540,
520
],
"webhookId": "3ba1ee6d-1648-4421-823b-e68ae14d769b",
"parameters": {
"text": "=n8n User Memories\n{{ $json.text }}",
"chatId": "={{ $env.TELEGRAM_CHAT_ID }}",
"additionalFields": {
"parse_mode": "HTML",
"appendAttribution": false
}
},
"credentials": {
"telegramApi": {
"id": "pAIFhguJlkO3c7aQ",
"name": "Telegram account"
}
},
"typeVersion": 1.2
},
{
"id": "a77e8f01-889f-44b5-b4e1-493a97aa028c",
"name": "ワークフローステータスをメール送信",
"type": "n8n-nodes-base.gmail",
"position": [
1540,
900
],
"webhookId": "d9ef6f36-941f-4110-9b3e-9e54d9bc9581",
"parameters": {
"sendTo": "={{ $env.EMAIL_ADDRESS_JOE }}",
"message": "={{ $json.text }}",
"options": {
"appendAttribution": false
},
"subject": "n8n User Memories"
},
"credentials": {
"gmailOAuth2": {
"id": "1xpVDEQ1yx8gV022",
"name": "Gmail account"
}
},
"typeVersion": 2.1
},
{
"id": "2481fe73-9ef8-4e95-b7e5-38634b55837c",
"name": "OpenAI チャットモデル2",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
1320,
660
],
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "gpt-4o-mini"
},
"options": {}
},
"credentials": {
"openAiApi": {
"id": "jEMSvKmtYfzAkhe6",
"name": "OpenAi account"
}
},
"typeVersion": 1.2
},
{
"id": "9a45e091-c91c-4505-a8df-7a2e1d079200",
"name": "OpenAI チャットモデル3",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
1320,
1040
],
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "gpt-4o-mini"
},
"options": {}
},
"credentials": {
"openAiApi": {
"id": "jEMSvKmtYfzAkhe6",
"name": "OpenAi account"
}
},
"typeVersion": 1.2
},
{
"id": "6d12369e-38de-44c1-b764-64d6d9a79a25",
"name": "📤記憶を Telegram へ送信",
"type": "@n8n/n8n-nodes-langchain.toolWorkflow",
"position": [
1360,
-500
],
"parameters": {
"name": "send_memories_to_telegram",
"fields": {
"values": [
{
"name": "route",
"stringValue": "=send_memories_to_telegram"
}
]
},
"workflowId": {
"__rl": true,
"mode": "id",
"value": "={{ $workflow.id }}"
},
"description": "Call this tool to send memories to Telegram",
"jsonSchemaExample": ""
},
"typeVersion": 1.2
},
{
"id": "f1d0b366-70d5-4da3-937b-ea08afd364e4",
"name": "📫記憶を Gmail へ送信",
"type": "@n8n/n8n-nodes-langchain.toolWorkflow",
"position": [
1620,
-500
],
"parameters": {
"name": "send_memories_to_gmail",
"fields": {
"values": [
{
"name": "route",
"stringValue": "=send_memories_to_gmail"
}
]
},
"workflowId": {
"__rl": true,
"mode": "id",
"value": "={{ $workflow.id }}"
},
"description": "Call this tool to send memories to Gmail",
"jsonSchemaExample": ""
},
"typeVersion": 1.2
},
{
"id": "25d99971-263a-44ef-abb0-b517743f72eb",
"name": "🧠記憶を保存",
"type": "@n8n/n8n-nodes-langchain.toolWorkflow",
"position": [
840,
-500
],
"parameters": {
"name": "save_long_term_memory",
"fields": {
"values": [
{
"name": "route",
"stringValue": "=save_memory"
}
]
},
"workflowId": {
"__rl": true,
"mode": "id",
"value": "={{ $workflow.id }}"
},
"description": "Call this tool to save long term memories",
"jsonSchemaExample": ""
},
"typeVersion": 1.2
},
{
"id": "0c9738d3-176a-4074-8340-ecfa3d9f9f7d",
"name": "🔎記憶を検索",
"type": "@n8n/n8n-nodes-langchain.toolWorkflow",
"position": [
1100,
-500
],
"parameters": {
"name": "retrieve_long_term_memory",
"fields": {
"values": [
{
"name": "route",
"stringValue": "=retrieve_memory"
}
]
},
"workflowId": {
"__rl": true,
"mode": "id",
"value": "={{ $workflow.id }}"
},
"description": "Call this tool to retrieve long term memories",
"jsonSchemaExample": ""
},
"typeVersion": 1.2
},
{
"id": "7967ec27-432e-4d35-b7e0-89eb84120754",
"name": "🤯ウィンドウバッファメモリ",
"type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
"position": [
520,
-500
],
"parameters": {
"contextWindowLength": 10
},
"typeVersion": 1.3
},
{
"id": "5f24781e-4f9a-4e33-8d33-ce281f7bcc46",
"name": "🧠 長期記憶搭載AIエージェント",
"type": "@n8n/n8n-nodes-langchain.agent",
"position": [
940,
-920
],
"parameters": {
"options": {
"systemMessage": "=You are a highly capable and intelligent assistant designed to assist users by leveraging tools for long-term memory, contextual understanding, and real-time information retrieval. You have excellent long term memory. The current date and time is {{ $now }}\n\n## TOOLS\n-save_long_term_memory\n-retrieve_long_term_memory\n-send_memories_to_gmail\n-send_memories_to_telegram\n\n## RULES\n- If you do not know the answer then consider checking the long term memories.\n\n\n\n\n\n"
}
},
"typeVersion": 1.7
},
{
"id": "ad644413-6587-415f-b7be-d58c05b94138",
"name": "🤖OpenAI チャットモデル",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
260,
-500
],
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "gpt-4o-mini"
},
"options": {}
},
"credentials": {
"openAiApi": {
"id": "jEMSvKmtYfzAkhe6",
"name": "OpenAi account"
}
},
"typeVersion": 1.2
},
{
"id": "076b0856-5ba4-498e-b279-21cf042f7f07",
"name": "Ⓜ️ チャットメッセージ受信時",
"type": "@n8n/n8n-nodes-langchain.chatTrigger",
"position": [
380,
-920
],
"webhookId": "2060403b-3fea-4fdf-a6d7-693bc477baaf",
"parameters": {
"options": {}
},
"typeVersion": 1.1
},
{
"id": "fcf5872c-fcdc-445e-b095-f9cef14453b8",
"name": "Telegram メッセージを準備",
"type": "@n8n/n8n-nodes-langchain.chainLlm",
"position": [
1200,
520
],
"parameters": {
"text": "=Format this content into a simple unformatted list that can be sent to Telegram: {{ $json.content }}. Avoid any preamble or further explanation.",
"promptType": "define"
},
"typeVersion": 1.5
},
{
"id": "c1d05bb9-390b-43aa-820d-45115df07f5c",
"name": "Gmail メッセージを準備",
"type": "@n8n/n8n-nodes-langchain.chainLlm",
"position": [
1200,
900
],
"parameters": {
"text": "=Format this content into a simple and modern HTML table that is max 800px wide that can be used as the content for an email: {{ $json.content }}. Avoid any preamble or further explanation. Remove all ``` and ```html from response.",
"promptType": "define"
},
"typeVersion": 1.5
},
{
"id": "98aa87af-8329-4af6-85da-fc97cb4ed9c3",
"name": "付箋",
"type": "n8n-nodes-base.stickyNote",
"position": [
760,
-620
],
"parameters": {
"color": 4,
"height": 280,
"content": "## 1️⃣ Save Memories"
},
"typeVersion": 1
},
{
"id": "677f62ba-b009-48da-988e-e58d5063d005",
"name": "長期記憶を取得",
"type": "n8n-nodes-base.googleDocs",
"position": [
1020,
220
],
"parameters": {
"operation": "get",
"documentURL": "1YFTbVGlnpdYF5FuA6grfyvzmcdjcPviClAqbJ5HJIlc"
},
"credentials": {
"googleDocsOAuth2Api": {
"id": "YWEHuG28zOt532MQ",
"name": "Google Docs account"
}
},
"typeVersion": 2
},
{
"id": "1c732f83-fb09-4a51-8aea-0f9d29d1cdfe",
"name": "メモリツールルーター",
"type": "n8n-nodes-base.switch",
"position": [
640,
-100
],
"parameters": {
"rules": {
"values": [
{
"outputKey": "1️⃣ Save",
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"operator": {
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.route }}",
"rightValue": "save_memory"
}
]
},
"renameOutput": true
},
{
"outputKey": " 2️⃣Retrieve ",
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "86d44336-bab7-422f-9266-fcb513252d19",
"operator": {
"name": "filter.operator.equals",
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.route }}",
"rightValue": "retrieve_memory"
}
]
},
"renameOutput": true
},
{
"outputKey": " 3️⃣Telegram",
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "29f37628-6381-46af-babb-74bf00b4a849",
"operator": {
"name": "filter.operator.equals",
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.route }}",
"rightValue": "send_memories_to_telegram"
}
]
},
"renameOutput": true
},
{
"outputKey": "4️⃣Gmail",
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "fdb7c8aa-4108-43f6-8f6b-71cd8f383d2a",
"operator": {
"name": "filter.operator.equals",
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.route }}",
"rightValue": "send_memories_to_gmail"
}
]
},
"renameOutput": true
}
]
},
"options": {}
},
"typeVersion": 3.2
},
{
"id": "79de3862-b15a-4380-ab27-cfde66e8bb95",
"name": "付箋1",
"type": "n8n-nodes-base.stickyNote",
"position": [
1280,
-620
],
"parameters": {
"color": 6,
"height": 280,
"content": "## 3️⃣ Send Memories to Telegram"
},
"typeVersion": 1
},
{
"id": "03df9947-9354-4f21-8b8a-fed130dcfc6a",
"name": "付箋2",
"type": "n8n-nodes-base.stickyNote",
"position": [
1540,
-620
],
"parameters": {
"color": 6,
"height": 280,
"content": "## 4️⃣ Send Memories to Gmail"
},
"typeVersion": 1
},
{
"id": "9e8ee085-ec68-4f64-9098-877e166b1c37",
"name": "付箋3",
"type": "n8n-nodes-base.stickyNote",
"position": [
1020,
-620
],
"parameters": {
"color": 4,
"height": 280,
"content": "## 2️⃣ Retrieve Memories"
},
"typeVersion": 1
},
{
"id": "9c3d6609-cc4a-4bf5-b914-ee57e085cecd",
"name": "付箋4",
"type": "n8n-nodes-base.stickyNote",
"position": [
440,
-620
],
"parameters": {
"color": 3,
"height": 280,
"content": "## Short Term Chat Memory"
},
"typeVersion": 1
},
{
"id": "97f47b93-c1e1-4230-b84c-3b99aa140d55",
"name": "付箋5",
"type": "n8n-nodes-base.stickyNote",
"position": [
180,
-620
],
"parameters": {
"color": 5,
"height": 280,
"content": "## Cloud LLM"
},
"typeVersion": 1
},
{
"id": "4758ad55-d5f2-4a87-a05a-be465d803ca1",
"name": "付箋6",
"type": "n8n-nodes-base.stickyNote",
"position": [
120,
-1100
],
"parameters": {
"width": 1740,
"height": 840,
"content": "# 🧠 AI Agent Chatbot With Long Term Memory Tools"
},
"typeVersion": 1
},
{
"id": "eb74a05d-7f34-4ba0-ae98-c22bb3637c6b",
"name": "付箋7",
"type": "n8n-nodes-base.stickyNote",
"position": [
720,
-700
],
"parameters": {
"color": 7,
"width": 1100,
"height": 400,
"content": "## 🛠️ Agentic Long Term Memory Management Tool Options"
},
"typeVersion": 1
},
{
"id": "d9d251d2-172b-4a8e-bec3-bf8f297628c6",
"name": "付箋8",
"type": "n8n-nodes-base.stickyNote",
"position": [
280,
-980
],
"parameters": {
"color": 4,
"width": 300,
"height": 240,
"content": "## 👍Try Me!"
},
"typeVersion": 1
},
{
"id": "90554969-0b73-4d4d-87f2-37645b9f7f08",
"name": "付箋9",
"type": "n8n-nodes-base.stickyNote",
"position": [
920,
-160
],
"parameters": {
"color": 4,
"width": 560,
"height": 280,
"content": "## 1️⃣ Save Long Term Memories Tool"
},
"typeVersion": 1
},
{
"id": "34cbb84d-48a5-480f-a7c3-81bbef24194a",
"name": "付箋10",
"type": "n8n-nodes-base.stickyNote",
"position": [
920,
140
],
"parameters": {
"color": 4,
"width": 560,
"height": 280,
"content": "## 2️⃣ Retrieve Long Term Memories Tool"
},
"typeVersion": 1
},
{
"id": "dc23d68e-0f93-495a-aaa0-e4bb6f18870d",
"name": "付箋11",
"type": "n8n-nodes-base.stickyNote",
"position": [
920,
440
],
"parameters": {
"color": 6,
"width": 840,
"height": 360,
"content": "## 3️⃣ Send Memories to Telegram Tool"
},
"typeVersion": 1
},
{
"id": "0ed43ec0-a39c-4323-9851-988e774302d7",
"name": "長期記憶を取得2",
"type": "n8n-nodes-base.googleDocs",
"position": [
1020,
520
],
"parameters": {
"operation": "get",
"documentURL": "1YFTbVGlnpdYF5FuA6grfyvzmcdjcPviClAqbJ5HJIlc"
},
"credentials": {
"googleDocsOAuth2Api": {
"id": "YWEHuG28zOt532MQ",
"name": "Google Docs account"
}
},
"typeVersion": 2
},
{
"id": "17d2cef6-765c-4fb4-8af0-1ebc868f6669",
"name": "付箋12",
"type": "n8n-nodes-base.stickyNote",
"position": [
920,
820
],
"parameters": {
"color": 6,
"width": 840,
"height": 360,
"content": "## 4️⃣ Send Memories to Gmail Tool"
},
"typeVersion": 1
},
{
"id": "03977fa0-a4cd-4cfe-8967-d6a5e3227200",
"name": "付箋13",
"type": "n8n-nodes-base.stickyNote",
"position": [
540,
-220
],
"parameters": {
"color": 2,
"width": 300,
"height": 380,
"content": "## Memory Tool Router"
},
"typeVersion": 1
},
{
"id": "994b124c-4f5b-44c6-845e-9886d7b5f07d",
"name": "付箋14",
"type": "n8n-nodes-base.stickyNote",
"position": [
240,
-220
],
"parameters": {
"color": 7,
"width": 260,
"height": 380,
"content": "## Receive Memory Tool Instructions from Agent"
},
"typeVersion": 1
},
{
"id": "7c400ccf-af37-4b5a-8dfe-431a7d52286b",
"name": "付箋15",
"type": "n8n-nodes-base.stickyNote",
"position": [
880,
-220
],
"parameters": {
"color": 7,
"width": 920,
"height": 1440,
"content": "## 🛠️ Long Term Memory Tool Kit"
},
"typeVersion": 1
},
{
"id": "0b00f892-f98b-41be-952c-570da546f9f7",
"name": "付箋16",
"type": "n8n-nodes-base.stickyNote",
"position": [
120,
200
],
"parameters": {
"width": 720,
"height": 1300,
"content": "## Enhance Your AI Workflow with Long-Term Memory and Dynamic Tool Routing\n\n#### This n8n workflow empowers your AI agent with **long-term memory** and a **dynamic tools router**, enabling it to provide intelligent, context-aware responses while seamlessly managing tasks across multiple tools. By combining memory persistence and modular tool routing, this solution enhances the capabilities of your AI agent, making it smarter, more efficient, and highly adaptable.\n\n## 🚀 How It Works\n\n#### 🧠 Long-Term Memory Management\n- The AI agent can **save** and **retrieve memories** using Google Docs as a storage system.\n- Persistent memory allows the agent to recall past interactions, user preferences, and contextual details for personalized responses.\n\n#### 🛠️ Tools Router for Dynamic Task Management\n- A **tools router** directs tasks to the appropriate tools based on the AI agent's instructions.\n- Supported tools include:\n - **Save Memories**: Store important data for future reference.\n - **Retrieve Memories**: Access stored information when needed.\n - **Send Notifications via Gmail or Telegram**: Share insights or updates with stakeholders.\n\n#### 🤖 AI-Powered Contextual Understanding\n- The workflow integrates an OpenAI GPT-based model to process user inputs intelligently.\n- The AI agent uses a **window buffer memory** for short-term context and leverages long-term memory when necessary.\n\n#### 📤 Multi-Channel Notifications\n- Automatically send memory summaries or workflow updates via Gmail or Telegram for enhanced communication.\n\n---\n\n## 🔧 Setup Steps\n\n#### 🔑 Configure API Credentials\nSet up API connections for:\n- **OpenAI** (for AI processing).\n- **Google Docs** (for long-term memory storage).\n- **Gmail/Telegram** (for notifications).\n\n#### ⚙️ Customize Workflow Parameters\n- Adjust the AI agent's system message to align with your specific use case or tone.\n- Define routing rules in the tools router to suit your workflow needs.\n\n#### 🧪 Test & Deploy\n- Test the workflow by interacting with the AI agent and verifying:\n - Accurate memory saving/retrieval.\n - Correct task routing via the tools router.\n - Seamless notification delivery.\n"
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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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