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This system goes beyond a basic chatbot. It can answer FAQs and product questions, retrieve real order and inventory information, and assist with workflows such as order tracking, returns, refunds, and cancellations.
Sensitive actions are protected with identity checks, configurable limits, approval workflows, and human handoff.
Built with a customer-facing chat widget, AI/RAG backend, Shopify integration, and merchant dashboard.
Merci pour cette présentation. Le projet est très intéressant, notamment parce qu’il ne se limite pas à un simple chatbot, mais intègre de véritables actions et processus métier.
J’apprécie particulièrement l’approche qui combine IA/RAG, intégration Shopify et intervention...
Merci beaucoup, ton retour me fait très plaisir ! Avant tout, je suis curieux de savoir ce qui t'intéresse le plus dans le projet — le côté technique, business, ou autre ? Ça m'aiderait à te donner une réponse plus précise sur les outils et le rôle possible.
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
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I’ve been razzmatazzing and flibbertigibbeting with Claude Code and somehow ended up with a new yels.dev.
It finally feels like me: simple on the surface, slightly complicated underneath, and very much alive.
You can see who I am, what I do, the work behind Herodot, RaptorLabs, CyberLink Security and Solmint, plus a selection of projects I’ve built across AI, cybersecurity, Web3, product systems, education, archives, and experimental digital spaces.
Built to be explored
The simple-on-the-surface, layered-underneath idea comes through so clearly in the presentation. I especially like how the project archive turns the site into something to explore rather than just a résumé of links.
Built this over a weekend as an experiment with AI-assisted design and development.
Duo Case is an absurd concept for turning two iPhones into a very unofficial foldable iPhone. The goal was to see how far AI could accelerate the process while keeping creative direction, design decisions and final execution in human hands.
A weekend build that looks this polished is wild. Where did AI actually save you the most time here, the concepting or the production grind?
: Hi everyone!
AI Lead Qualifier — chat agent that qualifies leads before your manager picks up the phone.
THE PROBLEM
78% of buyers choose the vendor who answers first. Most inbound leads wait hours for a human.
THE SOLUTION
An AI agent answering every lead within seconds, 24/7: short dialog → structured data (need, budget, timeline, contact) → A/B/C grade → instant Telegram alert with a full lead card. Everything logged to Google Sheets.
BUSINESS IMPACT
• Response in seconds, not hours
• 50–70% of routine questions off your sales team
• Structured lead card for every inquiry
• Self-hosted — no monthly SaaS fees
PROVEN IN A LIVE TEST
From "can you make a website for my store?" the agent extracted need, timeline, budget, name and phone in 2 messages, scored the lead class A, and alerted the manager — automatically.
Built on n8n + LLM + Telegram. Details in my profile — DM me.
