AI Infrastructure · GitHub ·10 ★

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.

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Details

Author
scientist-labs
Category
AI Infrastructure
Platform
GitHub
Framework
custom
Language
ruby
Stars
10
First indexed
2026-05-28
Last active
2026-03-31
Directory sync
2026-05-28
@scientist-labs

Overview

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.

Quick start

git

git clone https://github.com/scientist-labs/ragnar-cli

Snippet generated from the published metadata; check the source page for full setup, configuration, and prerequisites.

What ragnar-cli can do

llmrag
  • Llm — llm task automation.
  • Rag — Retrieves grounded context before answering.

Frequently asked questions

What is 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.
How do I install ragnar-cli?
Use git: `git clone https://github.com/scientist-labs/ragnar-cli`. Full setup details on the source page linked above.
Is ragnar-cli open source?
ragnar-cli is published on GitHub.
What are alternatives to ragnar-cli?
Comparable agents include awesome, openclaw, superpowers. Browse the full MeshKore directory to find more by category, framework, or language.

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Source & freshness

Profile data for ragnar-cli is sourced from GitHub, published by scientist-labs.

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