AI powered open source recommender system engine supports classical/LLM rankers and multimodal content via embedding
Star History
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+246
STARS · LAST 30 DAYS
8
PER DAY
#140
MOST-STARRED Go
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +56 | +246 | +720 |
| Per day | 8 | 8 | 8 |
| Forks gained | +5 | +18 | +46 |
gorse gained 246 stars in the last 30 days, about 8 a day, and now has 9.8K. It is about 8 years old and has averaged roughly 1.2K stars a year. It ranks #140 among Go repositories and #977 across all languages on GitHubRepo.
Trending Record
2
DAYS ON TRENDING
#2521
BEST RANK
Oct 1, 2026
FIRST APPEARANCE
Active
STATUS TODAY
gorse has maintained a continuous presence across global trending indexes, peaking at #2521. Below is the 30-day activity profile:
💡 Overview
gorse is an open-source project written in Go: AI powered open source recommender system engine supports classical/LLM rankers and multimodal content via embedding.
Engineered for speed, consistency, and developer ease, it solves common hurdles in collaborative-filtering, go, knn. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
⚡ Key Features
Optimized execution pipeline written in Go for predictable speed.
Zero-friction configuration with comprehensive sensible defaults out of the box.
Cross-platform runtime support across Linux, macOS, and Windows environments.
Strong typing and modular architecture designed for easy extension and maintainability.
Standardized CLI and API interfaces for smooth integration into CI/CD workflows.
Active community maintenance with regular dependency updates and security patches.
📥 Installation
$ go install github.com/gorse-io/gorse@latest⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Go >= 1.21 runtime environment
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
gorse coordinates its core functionality through a modular Go 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 gorse into Go 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 Apache-2.0 license.
🚀 Getting Started
Install gorse using your package manager: `go install github.com/gorse-io/gorse@latest`
Initialize your project workspace or configuration file for gorse.
Import gorse into your codebase or invoke it directly from your terminal.
Execute your test suite or run `gorse --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Go, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
gorse-io/gorse is currently ranked #977 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #972 | pmndrs/drei | JavaScript | ★ 9.9K | Compare ↗ |
| #973 | kubernetes/client-go | Go | ★ 9.9K | Compare ↗ |
| #974 | paramiko/paramiko | Python | ★ 9.9K | Compare ↗ |
| #975 | wonderwhy-er/DesktopCommanderMCP | TypeScript | ★ 9.9K | Compare ↗ |
| #976 | gruntwork-io/terragrunt | Go | ★ 9.9K | Compare ↗ |
| #977 | gorse-io/gorse This Project | Go | ★ 9.8K | |
| #977 | webdriverio/webdriverio | TypeScript | ★ 9.8K | Compare ↗ |
| #979 | bobthecow/psysh | PHP | ★ 9.8K | Compare ↗ |
| #980 | MahApps/MahApps.Metro | C# | ★ 9.8K | Compare ↗ |
| #981 | ethereum-lists/chains | Kotlin | ★ 9.8K | Compare ↗ |
| #982 | symfony/console | PHP | ★ 9.8K | Compare ↗ |
Frequently Asked Questions
What does gorse do? +
AI powered open source recommender system engine supports classical/LLM rankers and multimodal content via embedding
What language is gorse written in? +
The primary language is Go. Topics include: collaborative-filtering, go, knn, machine-learning, recommender-system.
Is gorse actively maintained? +
Yes, the last recorded push was on Oct 1, 2026 with 120 open issues being tracked.
How many stars does gorse have? +
gorse has 9,844 stars and 918 forks on GitHub.
How does gorse rank among GitHub repositories? +
With 9,844 stars, gorse-io/gorse is ranked #977 globally across all repositories tracked on GitHubRepo and #140 among Go projects.
What license is gorse distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
