E-Commerce is a competitive space and the critical part includes a smooth product discovery and personalized recommendations here. AI-driven product search and recommendation engines are crucial for improving the customer experience, increasing sales and developing loyalty to the brand. These modern systems are built and deployed thanks to Python, its diverse ecosystem of libraries, and tools.