Explore the intricacies of constructing a petabyte-scale vector store capable of powering future Artificial General Intelligence (AGI) in this 48-minute Docker AI/ML Hackathon 2023 workshop presented by DataStax. Gain valuable insights into planning and scaling AI applications effectively, ensuring a strong foundation for future advancements. Learn strategies to optimize your approach today for maximum benefits tomorrow, as you delve into the cutting-edge technologies and methodologies required for handling massive amounts of data in AI-driven systems.