Beyond the Vector Store: Building the Full Data Layer for AI Applications
Cloud & AI

Beyond the Vector Store: Building the Full Data Layer for AI Applications

This matters because practical ML knowledge bridges the gap between theory and production, enabling data teams to ship AI features with confidence.

ML • 2026-03-24

AIData PlatformModern Data StackLLM

Beyond the Vector Store: Building the Full Data Layer for AI Applications

If you look at the architecture diagram of almost any AI startup today, you will see a large language model (LLM) connected to a vector store.

Open source reference