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Retrieval-Augmented Generation (RAG) Conversational Agent
Built using Python and FastAPI, the backend leverages RESTful APIs and asynchronous processing to ensure high-speed data handling and seamless system performance. The architecture is optimized for scalability, security, and maintainability, making it suitable for high-volume processing environments.
A dedicated test UI was developed to validate system functionality, improve usability, and ensure a smooth user experience. The interface is structured with staff convenience in mind, enabling intuitive navigation, simplified data access, and efficient task management — ultimately improving productivity and reducing operational complexity.
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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1. E-Commerce Platform
Shopify: The storefront operates on Shopify's ecosystem to manage its e-commerce infrastructure, product inventory, checkout systems, and secure payments.
2. Marketing & Social Proof Add-ons
Tazoh Shoppable Videos + Reels: Used to integrate TikTok/Instagram-style short-form shoppable video content and video reviews directly onto the product pages.
3. Front-End Tech
Liquid / HTML5 / CSS3: Shopify's templating language is utilized to serve the visual elements.
JavaScript: Powers dynamic UI features, such as the slide-out mini-cart drawers ("Edit option", "Add to wishlist") and interactive variants.
4. Content Delivery & Security
Cloudflare (via Shopify): Provides the Content Delivery Network (CDN) for fast image loading across the UAE, alongside handling SSL encryption and DDoS protection.
Title: AI Lead Enrichment and Outreach Workflow
Description: Built an n8n workflow that reads a lead list from Google Sheets, visits each company website using an HTTP request node, and uses Groq LLaMA to generate a personalised cold email for each lead. The finished emails are written back into the spreadsheet automatically. Stack: n8n, Groq, Google Sheets.
AI + Shopify Integration 🤖
1️⃣ Create a Shopify Store
2️⃣ Setup Shopify API Access 🔗
3️⃣ Connect Cloud AI Platform (OpenAI / Google Cloud AI / AWS AI) ☁️
4️⃣ Send Shopify Store Data to AI
5️⃣ Use AI for Product Recommendations 🎯
6️⃣ Generate AI Content & Descriptions ✍️
7️⃣ Add AI Chatbot for Customer Support 💬
8️⃣ Automate SEO & Marketing with AI 🚀
9️⃣ Analyze Customer Behavior using AI Analytics 📊
🔟 Optimize Store Experience with AI Personalization ⚡
Short Professional Content ✨
AI is transforming Shopify development by adding automation, personalization, smart recommendations, and AI-powered customer experiences. 🤖
Developers who learn Shopify APIs + AI integrations will build smarter and more scalable eCommerce stores.
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