AI Long-Term Memory Management and Dynamic Tool Routing

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This comprehensive n8n workflow enhances an AI assistant with long-term memory capabilities and dynamic task routing. It integrates Google Docs for persistent memory storage, OpenAI GPT models for intelligent processing, and communication channels like Gmail and Telegram for notifications. The workflow is triggered by an external event, allowing the AI to save, retrieve, and manage memories efficiently, while dynamically routing tasks to specific tools such as memory storage, retrieval, and messaging. This setup is ideal for scenarios requiring context-aware AI responses, ongoing conversation management, and automated notifications, making it highly suitable for customer support bots, personal assistants, or knowledge management systems.

Node Count

>20 Nodes

Nodes Used

@n8n/n8n-nodes-langchain.agent, @n8n/n8n-nodes-langchain.chainLlm, @n8n/n8n-nodes-langchain.chatTrigger, @n8n/n8n-nodes-langchain.lmChatOpenAi, @n8n/n8n-nodes-langchain.memoryBufferWindow, @n8n/n8n-nodes-langchain.toolWorkflow, executeWorkflowTrigger, gmail, googleDocs, set, stickyNote, switch, telegram

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