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josephwilk/rsemantic

A document vector search with flexible matrix transforms. Currently supports Latent semantic analysis and Term frequency - inverse document frequency

★149STARS
⑂25FORKS
!3ISSUES
🏆#15,074GLOBAL RANK
🔥41DAYS TRENDING
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+10

STARS · LAST 30 DAYS

1

PER DAY

#979

MOST-STARRED Ruby

Window7 days30 days90 days
Stars gained+0+10+90
Per day111
Forks gained+0+3+10

rsemantic gained 10 stars in the last 30 days, about 1 a day, and now has 149. It is about 18 years old and has averaged roughly 8 stars a year. It ranks #979 among Ruby repositories and #15,074 across all languages on GitHubRepo.

Trending Record

rsemantic has maintained a continuous presence across global trending indexes, peaking at #100. Below is the 30-day activity profile:

💡 Overview

rsemantic is an open-source project written in Ruby: A document vector search with flexible matrix transforms. Currently supports Latent semantic analysis and Term frequency - inverse document frequency.

Engineered for speed, consistency, and developer ease, it solves common hurdles in latent-semantic-analysis, ruby, term-frequency. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.

⚡ Key Features

1

Optimized execution pipeline written in Ruby for predictable speed.

2

Zero-friction configuration with comprehensive sensible defaults out of the box.

3

Cross-platform runtime support across Linux, macOS, and Windows environments.

4

Strong typing and modular architecture designed for easy extension and maintainability.

5

Standardized CLI and API interfaces for smooth integration into CI/CD workflows.

6

Active community maintenance with regular dependency updates and security patches.

📥 Installation

terminal
$ git clone https://github.com/josephwilk/rsemantic.git
cd rsemantic

⚙ System Requirements

Platforms

  • • macOS
  • • Linux
  • • Windows

Runtime & Dependencies

Ruby >= 3.1 with Bundler

Architecture

x86_64, ARM64 (Apple Silicon & Graviton)

🧠 How It Works

rsemantic coordinates its core functionality through a modular Ruby pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.

🎯 Production Use Cases

Production System Integration

Embed rsemantic into Ruby backend services to handle core application logic.

CI/CD Automated Pipelines

Run automated validation, builds, and integration suites during deployments.

Developer Tooling & Workflows

Accelerate developer onboarding with pre-configured project utilities.

Open Source Extension

Fork and customize internal modules under the repository's open source license.

🚀 Getting Started

1

Install rsemantic using your package manager: `git clone https://github.com/josephwilk/rsemantic.git`

2

Initialize your project workspace or configuration file for rsemantic.

3

Import rsemantic into your codebase or invoke it directly from your terminal.

4

Execute your test suite or run `rsemantic --help` to verify successful setup.

👍 Strengths

Active community backing with 149 GitHub stars and verified adoption.
Permissive open-source distribution under the Open Source license.
Built in Ruby for high execution speed and developer familiarity.
Cross-platform compatibility across modern Linux, macOS, and Windows environments.
Clean modular design allowing flexible configuration and pipeline integration.

⚠️ Considerations

Requires familiarity with Ruby and modern CLI workflows.
Ecosystem extensions may require manual configuration depending on environment constraints.
Active development roadmap means breaking API changes may occur across major versions.

⇄ Alternatives & Direct Competitors

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👥 Who Should Use This

Developers and engineering teams building with Ruby, seeking reliable, tested, and actively maintained tooling for production workloads.

🏆 Nearby in the Rankings

josephwilk/rsemantic is currently ranked #15,074 by stars across every repository tracked on GitHubRepo. These are adjacent projects:

RankRepositoryLanguageStarsAction
#15,029 shaftoe/awesome-pi-coding-agent TypeScript ★ 150 Compare ↗
#15,029 camilleroux/genart-skill JavaScript ★ 150 Compare ↗
#15,029 docker/sandbox-kit-spec Go ★ 150 Compare ↗
#15,029 Inferact/tpu-megakernels Python ★ 150 Compare ↗
#15,029 ludovic111/horizon Rust ★ 150 Compare ↗
#15,074 josephwilk/rsemantic This Project Ruby ★ 149
#15,074 planet-argonbot/flash-message-conductor Ruby ★ 149 Compare ↗
#15,074 briantrice/slate-language C++ ★ 149 Compare ↗
#15,074 halhen/statnot Python ★ 149 Compare ↗
#15,074 nagaozen/asp-xtreme-evolution HTML ★ 149 Compare ↗
#15,074 nikhilm/node-taglib C++ ★ 149 Compare ↗
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Frequently Asked Questions

What does rsemantic do? +

A document vector search with flexible matrix transforms. Currently supports Latent semantic analysis and Term frequency - inverse document frequency

What language is rsemantic written in? +

The primary language is Ruby. Topics include: latent-semantic-analysis, ruby, term-frequency.

Is rsemantic actively maintained? +

Yes, the last recorded push was on Jul 28, 2020 with 3 open issues being tracked.

How many stars does rsemantic have? +

rsemantic has 149 stars and 25 forks on GitHub.

How does rsemantic rank among GitHub repositories? +

With 149 stars, josephwilk/rsemantic is ranked #15,074 globally across all repositories tracked on GitHubRepo and #979 among Ruby projects.

What license is rsemantic distributed under? +

No SPDX license identified yet. Code without a license is subject to copyright by default.

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