Substrate is a platform for building compound AI systems with optimized components and simple abstractions.
What is Substrate?
Substrate is a platform for building complex artificial intelligence systems. It offers a powerful SDK, optimized AI models, vector storage, a code interpreter, and autonomous control mechanisms. Designed as the infrastructure for intelligent software, it provides a simple abstraction for constructing complex workflows by connecting modular building blocks known as “nodes.” Substrate optimizes multi-step AI tasks, enabling automatic workload tuning, maximum parallelism, and reduced number of round-trips.
How to use Substrate?
Users can describe their tasks by connecting the components (nodes) on the Substrate platform. The platform automatically optimizes the workflow into a directed acyclic graph, merging nodes that can be executed in batches. Substrate provides SDKs for Python and TypeScript, which can be used to build composite artificial intelligence systems.
The core functionality of Substrate
Optimized AI model
Vector storage
Code interpreter
Autonomous control process
Automatic workload optimization
Maximum parallelism
A simple abstraction for building composite artificial intelligence systems