A few weeks ago, I asked myself a simple question: What if an assistant could answer all the frequently asked questions for e-commerce services or any online business? So, I built an intelligent assistant 🛠 An AI assistant that understands my own documents (FAQs, procedures, customer guides...) and automatically responds to users. ➡ Less time wasted. ➡ Higher customer satisfaction. Today, this solution can be adapted to any business that wants to automate its customer support or create an AI assistant based on its existing documentation. The demo is available here : https://www.linkedin.com/posts/virtuel-all-tech_are-you-spending-too-much-time-answering-activity-7385225696425435136-JNs4?utm_source=share&utm_medium=member_desktop&rcm=ACoAAFNTSu0BMmAIuDsPU-opNQXNfJE12Ba-Vg4

just a few weeks ago, this project was nothing more than an idea.Today, it has become my first true professional experience in automation, deployed for a real estate client.And honestly, what a journey. 🎯 The challenge: fully automate Facebook publishing from Google Sheets The goal seemed simple at first: 🟦 The client fills a Google Sheet 🟦 Texts + images are retrieved 🟦 Posts are automatically published on Facebook But behind this simplicity lies real engineering work:Facebook API, image processing, error handling, trigger logic, testing, optimization a genuine first professional project. 🔧 From draft to production 100% functional today I built everything locally, on a modest machine, dealing with real-world constraints: ⚡ Power outages 📶 Unstable internet 💻 Limited resources A reality that no tutorial really shows, especially in Africa, but it’s no excuse not to deliver an effective, robust, and adaptable solution in any environment. Despite all that, the workflow now works from A to Z at the client’s site: ✔️ Google Sheets → n8n ✔️ Automated posting validated ✔️ Active monitoring by me The client immediately saw the value.The result? They already asked me to take it further:"I want a cloud version now more stable and accessible anywhere." A true sign of trust. 💡 What this first assignment taught me In just a few days (less than 7), I learned to: - Manage a full project from start to finish - Deliver a professional solution that actually works - Explain technical concepts simply - Build a reliable workflow despite constraints - Maintain a production system for a real client This first experience confirmed one thing:Automation is not just a technical skill it’s mostly human understanding, adaptability, and rigor. 🖥️ And then there was TeamViewer A little personal touch:I remember my high school years everyone talked about TeamViewer, but I had never really used it.It was just “a software I knew by name.” Fast forward several years, and this same tool allowed me to:

Do you keep hearing about artificial intelligence, data science, or machine learning every day but find it hard to follow all the technical terms? I’ve created “The AI & Data Alphabet 2025”, a free, essential, and professional ebook designed to help you better understand the key concepts of artificial intelligence and data in 2025. ✅ To get your copy: Simply click this link, enter your email, and you’ll automatically receive the ebook in your inbox. Link 👉:https://docs.google.com/forms/d/e/1FAIpQLSd-S0y6rmAPFpzb45cftKPpZBu6cU0i7eTCvSWORE_DuCTsSw/viewform?usp=dialog 📤 Feel free to share this resource with your colleagues, friends, or network it could help more people than you think! ✉ Your feedback is valuable! Write to me at this address: eufyves@gmail.com

This week, we will explore more about RAG Let us discover his different architectures by this image. You can explore our last RAG project for a customer support here 👉 :https://lnkd.in/ey5p23_P

An AI assistant seamlessly integrated into your website able to understand, search, and respond to your customers in their own language. Powered by RAG technology (Retrieval-Augmented Generation), it draws on your own resources (documents, FAQs, databases) to deliver accurate and personalized answers. A new way to automate your interactions while keeping the human touch. 💬 Comment “VAT” to learn more received my guide : Understand RAG for soon.