Llama Stack is a collection of APIs that define and standardize the building blocks necessary for developing generative AI applications. It covers the entire development lifecycle from model training and fine-tuning, to product evaluation, and to building and running AI agents in production environments. Llama Stack aims to accelerate innovation in the AI field by providing consistent and interoperable components.