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1. red-candle red-candle Public

   Ruby gem for running state-of-the-art language models locally. Access LLMs, embeddings, rerankers, and NER models directly from Ruby using Rust-powered Candle with Metal/CUDA acceleration.

   Rust 182 6

2. parsekit parsekit Public

   Ruby document parsing toolkit with zero runtime dependencies. Parse PDFs, DOCX, XLSX, and images (with OCR) using a single, lightweight gem. Statically links MuPDF and Tesseract at compile time for…

   Ruby 37

3. lancelot lancelot Public

   Ruby bindings for the Lance columnar data format. Built on the Lance Rust crate, Lancelot brings high-performance vector search, full-text search, and hybrid retrieval to Ruby applications with a n…

   Ruby 7

4. clusterkit clusterkit Public

   High-performance UMAP dimensionality reduction for Ruby, powered by the annembed Rust crate. Fast, memory-efficient manifold learning with model persistence.

   Ruby 5 1

5. ragnar-cli ragnar-cli Public

   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.…

   Ruby 6 1

6. topical topical Public

   Ruby library for fast, flexible topic modeling — built on modern embeddings and clustering techniques to uncover themes in text.

   Ruby 7