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7 contributions to AI Automation Society
Insta/Whatsapp Message Aggregation
UPDATE: I managed that through aggregating the messages in two separate Google Sheets, that's working. BUT - only for Telegram. The Bummer is: if Instagram is connected via Manychat, it's not gonna work. Manychat timeouts HTTP requests that take longer than 10s. So any external delay means failing automation... For those using n8n with Instagram or WhatsApp chatbots, how do you handle message aggregation? For example, if a user sends three separate messages that are actually part of one query: Hi Quick question What's the pricing? Without any processing, n8n would trigger three separate webhooks. How do you ensure that these get consolidated into a single message before passing it on to the chatbot workflow? - Do you rely on external tools for this? - Or do you build a buffer automation in n8n that waits (e.g. 10–20 seconds) to capture multiple messages within that window and then merge them? Curious to hear how others approach this—thanks!
1 like • Aug 27
Ednan Abdullayev Yes — this is definitely possible with something like Upstash/Redis. To solve the message grouping challenge, we’ll implement a “Buffer and Wait” strategy using Redis. I recommend Upstash, since its simple REST API integrates smoothly with n8n’s HTTP Request node. The core idea is a configurable grouping window (e.g. 5 seconds) - the max time the system will wait for related parts of a single task. If messages from the same user arrive within this window, they’re grouped as one task. Outside this window, they’re handled separately. Step 1. Create an Upstash Database - Go to Upstash and create a free account. - Click Create Database. - Name your project (e.g. AIS+). - Select your region, leave defaults as-is. - In the dashboard, select cURL as the language option. - Copy the cURL command with your credentials. Step 2. Add a Buffer Node - Create an HTTP Request node in n8n: - Method: POST - URL: https://your-upstash-url.upstash.io/pipeline (example: https://saved-shark-44929.upstash.io/pipeline ) - Authentication: Import from cURL or manually add the Bearer token. - Body Type: JSON - Body Content (sample): [ ["ZADD", "buffer:" + $json.body.entry[0].messaging[0].sender.id + "@instagram", Date.now().toString(), JSON.stringify($json.body.entry[0].messaging[0])], ["EXPIRE", "buffer:" + $json.body.entry[0].messaging[0].sender.id + "@instagram", "60"] ] The value 60 sets the key timeout in seconds. After this time, the key is automatically deleted (you can adjust or omit this as needed). Test execution — you should see an output like: [ { "result": 1 }, { "result": 1 } ] You can also confirm in your Upstash Dashboard. Step 3. Add a Wait Node - Time: 5 seconds (configurable)
I Created a System that creates AI Generated Videos
Hey! I just dropped a COMPLETE GUIDE on building an automated system that generates baby podcast videos with n8n! In this step-by-step tutorial, I show how to create a fully automated workflow that generates viral AI generated baby podcast videos that can get bunch of views. Let me know if you found it useful!
How AI Agents Got Smarter in n8n: The NEW Think Feature
Hey! just posted a new video on a new Think feature for AI Agents in n8n. In this video, I break down how Think Tool works with Anthropic and OpenAI models to improve your n8n workflows. Learn the key differences between Think Tool and Extended Thinking, see comparisons between Claude 3.5 Sonnet and GPT-4.1 Mini, and discover when to implement Think Tool for maximum benefit.
Need a freelancer to build an AI agent
Hi, I want to get in touch with someone who can build an AI agent for me I have a clear plan on what I want to build Looking forward to connect
1 like • Mar 27
Hey, @Aakash Mk , I can definitely help with that. Let me know if you want to arrange a meeting!
Elevate Your Digital Presence with an AI Assistant
I've created a no-code AI assistant that runs your social media on autopilot. This powerful tool captures your authentic voice while building a consistent online presence—with minimal effort on your part. Why You Will Love It: - Stronger Engagement: Your accounts stay active and engaging even when you're busy - Time Freedom: Content creation and posting happen automatically 🔄 - Authentic Voice: My AI accurately mirrors your communication style How It Works: - Zero Technical Skills Needed: Built with user-friendly tools like n8n, vector store, and OpenAI 💡 - Complete Control: Run it on autopilot or take manual control whenever you prefer - Easy Customization: The system learns your preferences and adapts to your feedback My solution helps businesses and creators build meaningful online connections without the overwhelm of constant content creation. Comment "Agent" down below and I'll send you my guideline with tools, prompts, and templates—absolutely FREE!
Elevate Your Digital Presence with an AI Assistant
0 likes • Mar 27
@Kamil Polak Check out my latest post!
0 likes • Mar 27
@Aashiq Asq Check out my latest post!
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Ednan Abdullayev
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82points to level up
@ednan-abdullayev-6003
AI automation specialist focused on intelligent systems and workflow automation.

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Joined Feb 21, 2025
ENFJ
Tampa,FL
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