DSRs - A high-performance DSPy rewrite in Rust DSRs is a rewrite of the DSPy framework, built from the ground up in Rust for programming robust, LLM-powered applications. By leveraging Rust’s type system, memory safety, and concurrency, DSRs offers a more efficient and reliable foundation for language model workflows.
  • Not just a port: DSRs reimagines DSPy’s abstractions with Rust’s strengths in mind.
  • Modern Rust API: Take advantage of Rust’s ecosystem, async support, and strong typing.
  • Core features: Includes signatures, modules, adapters, etc.
  • Easy to get started: Install via Cargo, and follow the Quickstart to build your first pipeline in minutes.
Inspired by the original DSPy framework, DSRs brings LLM application development to the Rust community.

​
Setting up

Get your documentation site up and running in minutes.

Start here

Get up and running with DSRs in under 5 minutes. Install, configure, and run your first pipeline.

​
Learn More

Understand in-depth about the building blocks of DSRs

Data

Learn about the Data Currency of DSRs

Building Blocks

Learn about the concepts that make up the foundation of DSRs