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16 contributions to AI Automation Society
Best Chatbot Platform?
I need to find a platform that gives me the option to build a chatbot that not only connected to a RAG or knowledge base, but can also stream API calls based on intent / conversation stage. What would you guys recommend?
Shopify email translation
Hi, I want to create an ai agent that is able to search for a file, make a copy of it, change the name, translate certain text in the file and then put that text back in the file without changing the structure of the text. It concerns HTML scripts for Shopify email notifications. I already created an AI agent that is able to find a document, make a copy of it and rename it in a correct way. But now I want to translate the Dutch text in the file leaving all HTML code the same. Does anyone now how to fix this?
Shopify email translation
1 like • Apr '25
I won't recommend using an AI agent for this. Your process is a step by step process, using AI agent will waste you API calls, on nodes that you can just use without AI. For example, finding the file. If you organize the workflow as a step by step it will be much easier for you to map and do the work you need. DM if you need any further help, or have any questions, would love to help.
0 likes • Apr '25
All you need is to take the needed part extract it, translate it via chatgpt and then take what was translate and plug it back into the document. So for example you can extract the text in 3 parts. Before. Translate. After. And then build the document with those 3 after you take the translate part and translate it. Was it clear enough.?
WhatsApp Meta Developper
Hey guys, hope you lot doing great! 🙏 I started building on n8n few days ago so i'm still beginner on it. I've been building this workflow to automatize the customer support of restaurant/airbnb etc who mostly use WA. (First SS) Thing now is that i've issue putting my own WA business number, i been testing the workflow with the free number meta developper give but i want to implement my own number to understand and be able to put the number of a potential client. Every time i try to generate the token ID with my own number i got this error message : "Unsupported post request. Object with ID 'X' does not exist, cannot be loaded due to missing permissions, or does not support this operation. Please read the Graph API documentation at https://developers.facebook.com/docs/graph-api" Did any of you also got this issue and managed to fix it? 😭
WhatsApp Meta Developper
0 likes • Apr '25
WA number that is already connected can't be connected unless you turn the coexistent feature of WA. Check about it with GPT.
🪖 Build an Army of VAPI Call Center Agents with Airtable + Zadarma 💥
I just built a system that makes it insanely easy to scale AI call center agents using Vapi.ai, Zadarma SIP/VoIP, and Airtable — and it's a game changer. Here’s what it does: ✅ Import existing assistants from Vapi directly into Airtable ✅ Create new assistants from Airtable with just a row (copy → tweak → deploy) ✅ Assign each assistant a different persona, voice (e.g. ElevenLabs), prompt, etc. ✅ Automatically push them back to Vapi, fully ready to handle inbound/outbound calls ✅ Use Zadarma to save ~90% on VOIP call costs vs Twilio 💡 The cool part? I only need to set up one assistant in Vapi, import it to Airtable, and from there I can duplicate and customize dozens of agents in seconds. Now every client can have their own virtual call center — with assistants that sound human, answer 24/7, and speak in any voice or language we want. big thank you to @Tiffany Morin she gave me her workflow and I'm just adding to it.
2 likes • Apr '25
Looks awesome! Well done!
How to train AI Agent?
Hello 👋 What are the best ways to train AI Agent in similar way like a Custom GPT or a Project? I have several Custom GPTs and Projects with extensive knowledge which includes documents, links and special instructions and these are doing well . Now I would like to build automation with Agents , I need those to be trained as well. All help much appreciated
2 likes • Apr '25
Are you building them using n8n? If so, you can use RAG, and extract information, based on how you want to aggregate the information. e.g categories, topics, etc.. This way you can use the RAG as a database, and generation process. And you can even use the new “Think” node in n8n, to add RL (reinforcement learning) or gatekeeper (to check the data is correct)
2 likes • Apr '25
@Leszek Siwek therw is a difference between training an agent, and giving agent access to data with rules on how to use the data. Training is designed to do this: (very simplified) When asked X Answer with Y Vs using database is; Here is a lot of knowledge, here are rules how to extract information from this database, here are instructions how to generate answered based on the information extracted. Let me know if that helps.
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Sefy Tofan
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@sefy-tofan-1234
'The Marketing Architect' | On a mission to help 1M Digital entrepreneur grow their business past $1M. 0 → $1.2M in 18 months. 3536+ clients served.

Active 4d ago
Joined Mar 15, 2025
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