A vector database is a database that stores data as vectors, which are long lists of numbers that capture the meaning of text, images, or audio. It lets you search by meaning. Ask for “cheap flights to the beach” and it can find a document titled “budget trips to coastal cities,” even though the two […]

MLOps (machine learning operations) is a set of practices and tools that helps teams build, deploy, monitor, and update machine learning models in a reliable, repeatable way. It takes the ideas behind DevOps, such as automation, version control, and continuous delivery, and applies them to machine learning. The goal is simple. Get good models into […]

Amazon EKS (Amazon Elastic Kubernetes Service) is a managed service from AWS that runs Kubernetes for you. AWS looks after the “brain” of the cluster, and your team focuses on deploying and running applications in containers. In short, EKS gives you standard Kubernetes on AWS without the job of building and patching the control servers […]

Generative AI in banking means using models that produce language, summaries, and answers rather than models that only score or classify. A credit model tells you a number. A generative model reads fifty pages of a prospectus and writes the two-paragraph summary an analyst would have written by hand. Vietnamese banks moved past the pilot […]