Case Study • 2025
AI Shop Chat Assistant
An intelligent shopping assistant integrated with OpenAI and RAG using ChromaDB.
Stack
Laravel 11 OpenAI ChromaDB RAG
Built a production-ready MVP for an AI-driven shopping assistant RAG feature. This project showcases the integration of Large Language Models into a Laravel ecosystem to provide personalized product recommendations and handle complex natural language queries.
Key Features
- RAG Implementation: Used ChromaDB to index product catalogs for high-accuracy retrieval.
- Natural Language Search: Users can ask questions like “I’m looking for a waterproof jacket for hiking” and get relevant results.
- Laravel Backend: Leveraged Laravel’s robust architecture for API management and background processing.