Smart Chat Buffering and Response System with Twilio and AI

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This n8n workflow creates a sophisticated chatbot system that buffers incoming messages via Twilio, stores them in Redis, and intelligently determines when to generate a single, consolidated AI response. It enhances user experience by managing rapid message sequences, avoiding multiple fragmented replies. The workflow involves listening for incoming messages, buffering them, waiting to see if more follow, retrieving chat history, and then using an AI agent (via OpenAI) to generate a comprehensive response. It ensures smoother, context-aware conversations suitable for customer support or automated chat services, especially when handling rapid or partial message sequences.

Node Count

11 – 20 Nodes

Nodes Used

@n8n/n8n-nodes-langchain.agent, @n8n/n8n-nodes-langchain.lmChatOpenAi, @n8n/n8n-nodes-langchain.memoryBufferWindow, @n8n/n8n-nodes-langchain.memoryManager, if, noOp, redis, set, stickyNote, twilio, twilioTrigger, wait

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