dspy-ruby

To build type-safe LLM applications in Ruby, you can use a framework that enforces structured interfaces with signatures, modules, and JSON schemas. This approach minimizes errors and token waste by strictly validating inputs and outputs.

Enforcing structured outputs from LLMs in Ruby involves using type-safe signatures and enums that describe inputs and outputs precisely. This structured interface prevents unpredictable model responses and reduces token waste.

Adding observability to Ruby LLM agents requires a framework that supports production-grade monitoring alongside modular composition. This enables tracking of complex workflows, per-tool model selection, and fiber-local LM context.

Yes, you can use different language models for specific tools within a single Ruby agent by utilizing per-tool model selection. This allows you to optimize performance and costs by matching the model to the specific task.

Defining inputs and outputs for LLM routing in a Ruby application is done by declaring type-safe signatures. These signatures, combined with enum and struct coercion, precisely describe the data contracts for your modules.