Building production AI applications today requires solving multiple challenges:
Infrastructure Complexity
- Running large language models efficiently requires specialized infrastructure.
- Different deployment scenarios (local development, cloud, edge) need different solutions.
- Moving from development to production often requires significant rework.
Llama Stack defines and standardizes the core building blocks needed to bring generative AI applications to market.
These building blocks are presented as interoperable APIs with a broad set of Service Providers providing their implementations.