Build LLM-backed Ruby applications with Ruby's Langchain.rb

LangChain but for the builder tech stack.

Magic tools for a turnkey developer experience

Output test code using LLM agents.

Ragnar is a high-performance RAG system that leverages Rust libraries through Ruby bindings for embeddings, vector search, and topic modeling. It provides a complete CLI for indexing documents and querying with LLMs.