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    17 repositories

    • 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 Mu…
      rubymetadatacontentextraction
      Ruby
      •
      MIT License
      •1•43•0•6•Updated Feb 16, 2026Feb 16, 2026

    • 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 w…
      rubymagnushuggingface-candle
      Rust
      •
      MIT License
      •6•190•4•2•Updated Feb 3, 2026Feb 3, 2026

    • 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 sear…
      rubycliairag
      Ruby
      •
      MIT License
      •2•8•0•4•Updated Feb 2, 2026Feb 2, 2026

    • topical

      Public
      Ruby library for fast, flexible topic modeling — built on modern embeddings and clustering techniques to uncover themes in text.
      rubynlprubygemaitopic-modeling
      Ruby
      •
      MIT License
      •0•11•1•3•Updated Jan 29, 2026Jan 29, 2026

    • clusterkit

      Public
      High-performance UMAP dimensionality reduction for Ruby, powered by the annembed Rust crate. Fast, memory-efficient manifold learning with model persistence.
      rubyaiclusteringembeddingsumapllm
      Ruby
      •
      MIT License
      •2•6•0•0•Updated Jan 29, 2026Jan 29, 2026

    • thor-interactive

      Public
      Turn any Thor CLI into an interactive REPL with persistent state, auto-completion, and configurable default handlers for unrecognized input.
      rubyclithor
      Ruby
      •
      MIT License
      •0•2•0•1•Updated Jan 28, 2026Jan 28, 2026

    • 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 re…
      rubyaiembeddingsvector-databasellm
      Ruby
      •
      MIT License
      •0•7•0•2•Updated Dec 15, 2025Dec 15, 2025

    • tokenkit

      Public
      Fast, Rust-backed word-level tokenization for Ruby. Unlike subword tokenizers (BPE, WordPiece) designed for LLMs, TokenKit provides linguistic tokenization for …
      rubynlptokenizer
      Ruby
      •
      MIT License
      •0•3•0•2•Updated Dec 15, 2025Dec 15, 2025

    • spellkit

      Public
      Fast, safe typo correction for Ruby. SymSpell-based spell checker with Rust performance, term protection via regex patterns, and hot-reloadable dictionaries. Su…
      rubynlpspellcheck
      Ruby
      •
      MIT License
      •0•8•0•2•Updated Dec 15, 2025Dec 15, 2025

    • ruby_llm-red_candle

      Public
      Support for local LLMs, running inside of your Ruby process for RubyLLM
      rubycandlellmruby-llmred-candle
      Ruby
      •
      MIT License
      •1•1•0•0•Updated Dec 11, 2025Dec 11, 2025

    • fastsheet

      Public
      FastSheet is the fastest XLSX file parser for Ruby (at the time of release). It leverages a Rust library for high-performance parsing, making it significantly f…
      Ruby
      •
      MIT License
      •7•1•0•0•Updated Oct 9, 2025Oct 9, 2025

    • scientist-labs.github.io

      Public
      Scientist-labs portfolio page.
      TypeScript
      •
      MIT License
      •2.1k•0•0•0•Updated Sep 30, 2025Sep 30, 2025

    • phrasekit

      Public
      Weak supervision for NER: mine domain-specific phrases from unlabeled corpora, score by salience, and auto-generate training labels. Ruby gem with high-performa…
      rubynlplabelingner
      Rust
      •
      MIT License
      •0•0•0•1•Updated Sep 28, 2025Sep 28, 2025

    • indradb

      Public
      A graph database written in rust
      Rust
      •
      Mozilla Public License 2.0
      •132•1•0•1•Updated Sep 25, 2025Sep 25, 2025

    • annembed

      Public
      data embedding based on approximate nearest neighbour
      Rust
      •
      Other
      •8•0•0•3•Updated Sep 6, 2025Sep 6, 2025

    • hnswlib-rs

      Public
      Rust implementation of the HNSW algorithm (Malkov-Yashunin)
      Rust
      •
      Other
      •38•0•0•1•Updated Aug 19, 2025Aug 19, 2025

    • rrf

      Public
      Reciprocal Rank Fusion for Ruby
      Ruby
      •
      MIT License
      •0•5•1•1•Updated Jul 18, 2025Jul 18, 2025