#ruby-llm

The Ruby framework for programming—rather than prompting—language models.

Ruby AI Agents SDK - Inspired by OpenAI Agents SDK

Full-featured MCP support for Ruby and RubyLLM—making it easy to build structured, composable LLM workflows in pure Ruby.

Validate and retry LLM outputs for ruby_llm. Describe the JSON response you expect, fall back to a stronger model when the cheaper one fails the rules, and gate CI on regressions — all as one contract object per step.

OpenTelemetry instrumentation for RubyLLM. 💬🔭