Llama Stack

Llama Stack defines and standardizes genAI agentic application development in various environments (on-prem, cloud, single-node, on-device) through a standard API interface and developer experience that’s optimized for use with Llama models.

Llama Stack simplifies and standardizes the development of generative AI applications across diverse environments, including on-prem, cloud, single-node, and on-device setups. By offering a unified API layer for inference, RAG, agents, tools, safety, and more, it ensures consistent behavior and seamless deployment. Its plugin architecture supports various API implementations, while pre-configured distributions enable quick, reliable starts in any scenario. Developers benefit from multiple interfaces like CLI, SDKs for Python, TypeScript, iOS, and Android, and standalone application examples. Llama Stack’s flexibility allows developers to choose their preferred infrastructure without altering APIs, fostering a robust ecosystem integrated with cloud providers and hardware vendors. This streamlined approach reduces complexity, empowering developers to focus on building transformative AI applications.