Generative AI and Vector Search offer transformative potential for retailers to optimize operations, improve customer experiences, and streamline product development. These technologies can help retailers address inefficiencies in inventory management, personalized marketing campaigns, intelligent customer support, and product development. By leveraging Generative AI and Vector Search with the MongoDB Atlas developer platform, retailers can create real-time data-driven solutions that provide actionable insights for business growth. The integration of these technologies enables retailers to build a unified data layer, accelerate training data retrieval, and generate meaningful outputs, ultimately driving revenue growth and customer satisfaction.