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3 contributions to AI Automation Society
need help
Hello community, I am currently building an AI Sales Chatbot for Facebook Messenger using the AI Agent node. my workflow triggers immediately on every incoming Webhook message. If a user sends multiple short messages in a row (e.g., "Hello", "I want to buy", "a drone"), the workflow runs 3 times separately. This wastes AI tokens and results in the bot replying 3 separate times, which creates a bad user experience. I want the following sequence of events: 1. When a message arrives, it is stored/appended temporarily. 2. The workflow initiates a short delay (e.g., 5-10 seconds). 3. If a new message arrives from the same sender_id during this delay, the timer resets, and the new message is appended to the previous ones. 4. Only after the silence period (no new messages) does the workflow send the full concatenated text block to the AI Agent for processing. My Question: What is the simplest way to achieve this workflow? Thank you for your advice!
1 like • 3h
@Sunday Kennedy I'm building this directly in n8n . I'm using the AI Agent node with a Gemini model connected via a Messenger Webhook
1 like • 3h
@Saulo C. This is brilliant. The timestamp check logic sounds like exactly what I need to prevent duplicate replies. I'll try to implement this 'last message' validation logic. Thanks for the detailed breakdown
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5 likes • 2d
Hello community, I am currently building an AI Sales Chatbot for Facebook Messenger using the AI Agent node. my workflow triggers immediately on every incoming Webhook message. If a user sends multiple short messages in a row (e.g., "Hello", "I want to buy", "a drone"), the workflow runs 3 times separately. This wastes AI tokens and results in the bot replying 3 separate times, which creates a bad user experience. I want the following sequence of events: 1. When a message arrives, it is stored/appended temporarily. 2. The workflow initiates a short delay (e.g., 5-10 seconds). 3. If a new message arrives from the same sender_id during this delay, the timer resets, and the new message is appended to the previous ones. 4. Only after the silence period (no new messages) does the workflow send the full concatenated text block to the AI Agent for processing. My Question: What is the simplest way to achieve this workflow? Thank you for your advice!
🚀New Video: How I'd Learn n8n if I had to Start Over in 2026
If I had to start over and learn n8n from scratch today, this is the exact path I’d follow. The skills to focus on, the mistakes to avoid, and the fastest way to go from beginner to building real workflows that clients actually pay for. This is one of my most valuable videos yet, so I hope you guys enjoy!
1 like • 2d
thanks
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@abderrahmane-adjou-4886
I'm a Géophysicist engineer from algeria .i want to join the class because i love high-tech and all new about ai .i have a dreem to build my ai agency

Active 3h ago
Joined Nov 19, 2025
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