The recent advancements in generative AI (GenAI) have significantly improved the way applications are built and interact with users. This article demonstrates how to use GenAI for car shopping by building a web application in Python, which utilizes DataStax Astra DB vector database and the CLIP model. The application allows users to search for cars using natural language or images, transcending traditional search methods that rely on user-provided text descriptions. This opens up new possibilities for more accurate and relevant search results across various industries.