What is Substrate AI Inference Platform?
Substrate AI Inference Platform is an optimized API for multi-step AI programs, offering fast and efficient execution. It allows users to connect nodes with optimized ML models, built-in storage, a code interpreter, and logical control flow for seamless workflow.
How to use Substrate AI Inference Platform?
Utilize Substrate by connecting nodes for multi-step AI programs. Describe and run workloads with optimized models, file and vector storage, and logical control flow easily.
What makes Substrate different from traditional API providers?
Substrate offers optimized parallelism, opportunistic batching, zero roundtrips, and near-instant communication between nodes for fast and efficient AI program execution. Traditional providers often result in slow, expensive, and fragile workflows due to unnecessary roundtrips and unoptimized program flow.
How does Substrate improve AI program development?
Substrate simplifies AI program development by allowing users to describe graphs in a natural imperative manner, automatically connecting nodes when referencing future outputs. This leads to less code writing, more inference running, and high performance programs with zero infrastructure management.