Substrate AI Inference Platform

Substrate is an AI infrastructure platform that enables developers to build and run complex multi-inference AI workflows efficiently. It provides a comprehensive SDK with optimized AI models, vector storage, code interpreter, and logical control flow capabilities. Substrate is designed to maximize performance for compound AI workloads by optimizing parallelism, batching, and communication between nodes, allowing developers to create sophisticated AI applications with less code and infrastructure management.

The platform includes features like perfect parallelism, opportunistic batching, zero roundtrips, and near-instant communication between nodes. It also offers a cohesive library with optimized models, file and vector storage, code interpreter, and logical control flow, enabling high-performance execution on a single machine.