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11 contributions to AI Automation Society
πŸš€New Video: OpenAI Just Leveled Up n8n AI Agents (here's how it works)
Level up your n8n AI agents effortlessly! In this video, discover how to utilize OpenAI's Responses API as a powerful chat model to enhance your agents. I show you the quicker, easier method to bake in essential tools like web search and file search directly into your agents, bypassing the need for connecting other tools, messing with prompts, and building data pipelines for you knowledge base. Learn exactly why this new approach is a significant upgrade and how to set it up in n8n without writing any code, unlocking a new level of power and capability for your AI agents.
0 likes β€’ 5h
This tool is very useful. I tested it and it's super fast! The only problem is that now the agent responds by applying special formatting to the text, adding **text** to the words they want to emphasize. I tried to stop this by entering the information in the system prompt, but it still has no effect. Has anyone else had the same problem? How did you solve it?
Whats app agent.
Hi all, do you have a tutorial on how to attached a real WhatsApp number to your AI agent from meta? I built a WhatsApp agent on n8n and it works with the test WhatsApp number but I can’t figure out how to add a real number to it. Does anyone know how to navigate meta?
1 like β€’ 8h
It is important to note that you cannot connect a WhatsApp number via API if it is installed on your device. You must have a dedicated number for this purpose. Only in this case, if it works in test mode, will it also work in production mode.
0 likes β€’ 6h
@Sara Talat To connect WhatsApp and interact with messages, you need to use Meta webhooks. To enable them, you need to activate the webhooks within your app that manages communications with WhatsApp. I am attaching a screenshot of my app that manages this, if it can be useful. Do you use your own Meta app?
RAG system and memory issues
My RAG system has a memory issue, and I can't find a solution. The flow starts with a call from a Gorgias ticket. To keep track of customer requests within each agent involved, save the information in the internal memory. When the AI agent works independently without using the tools, it saves everything correctly in memory. When it interfaces with the tool to access additional information, an error is generated as soon as it tries to save the information in memory. Has anyone ever encountered a problem like this? Can you help me identify the problem?
RAG system and memory issues
0 likes β€’ 7h
@Hicham Char I am not using any frameworks. I created the flow from scratch. The problem occurs with the Pinecone tool, as you can see in the image attached here.
0 likes β€’ 7h
@Kevin troy Lumandas in this case, it worked, and I have no idea why! I don't see any difference compared to the other one with the error! I really don't know what to do! πŸ€¦β€β™‚οΈ
Whatsapp Business: Audio to Text
Generally, if I am in a meeting and receive an audio message from a client indicating that it is urgent, I launch the transcription of the audio note. I use the WhatsApp API to retrieve the message and transcribe it. It works even if the audio is very long. A PDF file with the transcription is generated. I hope this is useful to someone. Ciao!
Whatsapp Business: Audio to Text
0 likes β€’ 8h
@Hicham Char I don't know what kind of β€œlong” audio files you receive. But using Azure seems excessive to me. A Whisper seems more than enough! 🀣 My record for audio length is 12 minutes. I haven't gone beyond that!
0 likes β€’ 7h
@Kevin troy Lumandas download -> upload on n8n -> config -> try! πŸ˜„
n8n Version 2.0 πŸ‘€
Beta scheduled for Dec 8th and Stable scheduled for Dec 15th... What's coming: - Autosave - yup, it’s finally here! - Improved canvas look and feel - Updated sidebar - A few other surprises Catch the full details here. P.S., enjoy my AI generated release graphic. I have too much fun with Nano Banana.
n8n Version 2.0 πŸ‘€
1 like β€’ 9d
Reading the documentation, there are a lot of changes! Need to be careful on migration. On my end, I use MySQL to manage microservices that I will inevitably have to migrate to PostgreSQL. I wonder if there will be improvements to the interface to manage all workflows even better.
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@marco-peca-4914
Web Developer that use AI to increase productivity and quality of solutions made for my customs. I'm using N8N daily to create nice RAG system.

Active 5h ago
Joined Nov 25, 2025
italy
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