At Use-AI.rs, we are building an open-source AI framework in Rust. Our goal is to create a concurrent, locally hostable AI agent for practical applications in production environments.
The different layers of abstraction build spaces for different professions. For Business Informatic Specialists, Mathematicians, and Computer Scientists, Use-AI.rs provides a comprehensive set of tools and libraries to build and extend AI applications.
The entrypoint of Use-AI.rs is the use_ai crate. It provides a toolset for Business Informatic Specialists and Mathematicians to test and deploy AI applications with ease.
use_ai also is a good starting point for Computer Scientists since it shows how to implement the underlying architecture of the framework.
The underlying architecture is mostly interesting for Computer Scientists and can be found in the core crate. It contains the following modules:
lib-store: A synchronous storage module with MangoDB.lib-stage: Handles data processing and normalization with Rayon and ndArray.lib-calculator: Here we operate the GPU and build AI models with CubeCL.lib-proc_macros: A set of procedural macros for simplifying common tasks in AI development.
At lib-calculator::model we find a space also interesting for Mathematicians since it provides a set of easy to use tensor operations that can be used to build powerful AI models.