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🧠 Empower Your AI Chatbot with Long-Term Memory and Dynamic Tool Routing

by Joseph LePageadapted from n8n official workflow galleryUpdated Aug 2026
RequiresAAI AgentBBasic LLM ChainCall n8n Workflow ToolCall n8n Workflow ToolGmailGmailGoogle DocsGoogle DocsOpenAI Chat ModelOpenAI Chat ModelSSimple MemoryTelegramTelegram
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EWWhen Executed by Another WorkflowWhen Executed b…Save Long Term MemoriesSave Long Term …SeSaved responseSeRespond with long term memoriesRespond with lo…Retrieve Long Term Memories3Retrieve Long T…Send Success Message to TelegramSend Success Me…Email Workflow StatsEmail Workflow …OpenAI Chat Model2OpenAI Chat Mod…OpenAI Chat Model3OpenAI Chat Mod…TWšŸ“¤Send Memories to TelegramšŸ“¤Send Memories…TWšŸ“«Send Memories to GmailšŸ“«Send Memories…TW🧠Save MemoriesTWšŸ”ŽRetrieve MemoriesšŸ”ŽRetrieve Memo…MB🤯Window Buffer Memory🤯Window Buffer…Ag🧠 AI Agent w/Long Term Memory🧠 AI Agent w/Lā€¦šŸ¤–OpenAI Chat ModelšŸ¤–OpenAI Chat M…Chā“‚ļø When chat message receivedā“‚ļø When chat me…CLPrepare Telegram MessagePrepare Telegra…CLPrepare Gmail MessagePrepare Gmail M…Retrieve Long Term MemoriesRetrieve Long T…SwMemory Tool RouterMemory Tool Rou…Retrieve Long Term Memories2Retrieve Long T…12345678910111213
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Empower Your AI Chatbot with Long-Term Memory and Dynamic Tool Routing This n8n workflow equips your AI agent with long-term memory and a dynamic tools router, enabling it to provide intelligent, context-aware responses while managing tasks across multiple tools. By combining persistent memory and modular task routing, this workflow makes your AI smarter, more efficient, and highly adaptable. šŸ‘„ Who Is This For? AI Developers & Automation Enthusiasts: Integrate advanced AI features like long-term memory and task routing without coding expertise. Businesses & Teams: Automate tasks while maintaining personalized, context-aware interactions. Customer Support Teams: Improve user experience with chatbots that remember past interactions. Marketers & Content Creators: Streamline communication across platforms like Gmail and Telegram. AI Researchers: Experiment with persistent memory and multi-tool integration. šŸš€ What Problem Does This Solve? This workflow simplifies the creation of intelligent AI systems that retain memory, manage tasks dynamically, and automate notifications across tools like Gmail and Telegram—saving time and improving efficiency.

Tags

n8nreference-onlyagentchain-llmgmailgoogle-docslm-chat-open-aimemory-buffer-windowtelegramtool-workflow
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AAI AgentBBasic LLM Chaincalln8nworkflowtoolCall n8n Workflow ToolgmailGmailgoogledocsGoogle DocsopenaichatmodelOpenAI Chat Model
CategoryAI Automation
Triggermanual
Complexityadvanced
Nodes22
AddedFeb 27, 2025
Acalln8nworkflowtoolCdhl
free

Summarize Zoom meetings and create follow-ups with OpenAI, ClickUp, and Outlook

Quick overview This workflow pulls the transcript and participant list from a recent Zoom meeting, uses OpenAI to generate formal meeting minutes, emails the summary via SMTP, and runs an AI agent that creates ClickUp tasks and (when details exist) schedules a follow-up meeting in Microsoft Outlook Calendar. How it works Starts when you manually run the workflow. Fetches your scheduled Zoom meetings and keeps only those that started within the last 24 hours. Requests the meeting recording files from Zoom, stops with an error if no transcript is available, then extracts the transcript download URL. Downloads the Zoom transcript file, extracts its text, and reformats it into clean, readable dialogue. Pulls the Zoom meeting participant list (including emails) and sends the transcript and participants to OpenAI to generate structured meeting minutes. Formats the minutes into an HTML email and sends the summary via SMTP to a participant email address. Uses an OpenAI-powered agent to extract action items and follow-up details from the same transcript, then creates tasks in ClickUp and creates a follow-up event in Microsoft Outlook Calendar when scheduling information is present. Setup Ad

by Redowan Ahmed Farhan
Acalln8nworkflowtoolclickupC
free

Answer WooCommerce order and DHL tracking questions with GPT-4 chat

Quick overview This workflow serves a demo web page with an n8n chat widget and runs an OpenAI-powered support agent that looks up WooCommerce orders and DHL tracking details by calling the same workflow as a tool. How it works Serves a demo HTML page via a webhook that embeds the n8n Chat widget configured to start a chat session. Triggers a new conversation when the chat widget connects and provides a customer email (mocked in this template) as session metadata. Uses an OpenAI (GPT-4) chat model with short-term memory to answer order-related questions and decide when to fetch live order data. Calls the same workflow as a tool with the customer email (and optional comma-separated order IDs) to retrieve matching WooCommerce orders. Looks up the WooCommerce customer by email, fetches their orders, and extracts shipment tracking metadata from each order. For orders with DHL tracking numbers, queries the DHL API for current shipment status, then merges tracking results back into the order data. Returns a JSON response containing the customer’s orders and any available DHL tracking details to the agent for use in the chat reply. Setup Add a WooCommerce API credential and update the sto

by Redowan Ahmed Farhan
Agmailopenaichatmodeltextclassifier
free

Suggest meeting slots using AI

The purpose of this n8n workflow is to automate the process of identifying incoming Gmail emails that are requesting an appointment, evaluating their content, checking calendar availability, and then composing and sending a response email. Note that to use this template, you need to be on n8n version 1.19.4 or later.

by n8n Team