scientist-labs/ragnar-cli
Ragnar is a pure Ruby command-line RAG (Retrieval-Augmented Generation) tool with zero external dependencies. It provides local document indexing, semantic search, and LLM-powered query processing. Built to be hackable, it lets Ruby developers experiment with agentic workflows and RAG pipelines natively in Ruby.
Ragnar is a tool for Ruby developers to build advanced AI features into their applications. It takes your documents, indexes them locally, and uses AI to answer questions about their content or identify key topics. This allows Ruby developers to create applications that can intelligently interact with vast amounts of text.
Use this if you are a Ruby developer looking to integrate AI-powered semantic search, topic modeling, and question-answering capabilities directly into your Ruby applications without external AI services.
Not ideal if you are not a Ruby developer or if you need a pre-built, end-user application for AI-powered document analysis rather than a development tool.
Stars
8
Forks
2
Language
Ruby
License
MIT
Category
Last pushed
Feb 02, 2026
Commits (30d)
0
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