knights-analytics/hugot
Onnx transformer pipelines in Golang
⚡ Executive Summary & Quick Facts
Authoritative Sourcehugot is hugot is an open-source project written in Go: Onnx transformer pipelines in Golang..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of October 2026), knights-analytics/hugot has accumulated 659 GitHub stars and 50 forks. It is written in Go, licensed under Apache-2.0, and ranks #9,123 globally. It is actively maintained with the latest commit recorded on Oct 25, 2026.”
| Repository | knights-analytics/hugot ↗ |
|---|---|
| Primary Category | developer tools |
| Language & Stack | Go |
| Software License | Apache-2.0 |
| Community Traction | ★ 659 stars · ⑂ 50 forks · #9,123 globally |
| Maintenance | ● Active (Last commit: Oct 25, 2026) · 3 open issues |
| Target Audience | Developers and engineering teams building with Go, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 93/100 · Grade A+Yes, hugot is actively maintained. Continuous telemetry recorded the last code commit on Oct 25, 2026 (4 days ago). Supported by 659 stars and 50 community forks, this repository holds a calculated health index of 93/100, reflecting very active (commits within last 14 days) and healthy issue cadence.
Star History
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[](https://githubrepo.cloud/repo/knights-analytics/hugot?utm_source=readme_badge) [](https://githubrepo.cloud/repo/knights-analytics/hugot?utm_source=readme_badge) [](https://githubrepo.cloud/repo/knights-analytics/hugot?utm_source=readme_badge) [](https://githubrepo.cloud/repo/knights-analytics/hugot?utm_source=readme_badge) [](https://githubrepo.cloud/repo/knights-analytics/hugot?utm_source=readme_badge)Momentum
+16
STARS · LAST 30 DAYS
1
PER DAY
#1,034
MOST-STARRED Go
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +16 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
hugot gained 16 stars in the last 30 days, about 1 a day, and now has 659. It is about 3 years old and has averaged roughly 220 stars a year. It ranks #1,034 among Go repositories and #9,123 across all languages on GitHubRepo.
Trending Record
4
DAYS ON TRENDING
#10417
BEST RANK
Oct 26, 2026
FIRST APPEARANCE
Active
STATUS TODAY
hugot has maintained a continuous presence across global trending indexes, peaking at #10417. Below is the 30-day activity profile:
💡 Overview
hugot is an open-source project written in Go: Onnx transformer pipelines in Golang.
Engineered for speed, consistency, and developer ease, it solves common hurdles in Go. 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/knights-analytics/hugot@latest⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Go >= 1.21 runtime environment
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
hugot 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 hugot 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 hugot using your package manager: `go install github.com/knights-analytics/hugot@latest`
Initialize your project workspace or configuration file for hugot.
Import hugot into your codebase or invoke it directly from your terminal.
Execute your test suite or run `hugot --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
knights-analytics/hugot is currently ranked #9,123 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #9,117 | zarusz/SlimMessageBus | C# | ★ 660 | Compare ↗ |
| #9,117 | googleapis/google-cloud-cpp | C++ | ★ 660 | Compare ↗ |
| #9,117 | panpf/zoomimage | Kotlin | ★ 660 | Compare ↗ |
| #9,117 | yingpengma/Awesome-Story-Generation | Python | ★ 660 | Compare ↗ |
| #9,117 | oss-serverless/osls | JavaScript | ★ 660 | Compare ↗ |
| #9,123 | knights-analytics/hugot This Project | Go | ★ 659 | |
| #9,123 | jeremyckahn/rekapi | JavaScript | ★ 659 | Compare ↗ |
| #9,123 | spatie/laravel-short-schedule | PHP | ★ 659 | Compare ↗ |
| #9,123 | LivXue/dsh-plugin-shop | TypeScript | ★ 659 | Compare ↗ |
| #9,127 | cassandra-rb/cassandra | Ruby | ★ 658 | Compare ↗ |
| #9,127 | apache/commons-math | Java | ★ 658 | Compare ↗ |
Frequently Asked Questions
What does hugot do? +
Onnx transformer pipelines in Golang
Is hugot actively maintained in 2026? +
Yes, hugot is actively maintained. The latest code push was recorded on Oct 25, 2026 (4 days ago). It holds a calculated Maintenance Health Score of 93/100 (A+ rating) with 659 stars and 3 open issues.
What language is hugot written in? +
The primary language is Go. Topics include: software.
How many stars does hugot have? +
hugot has 659 stars and 50 forks on GitHub.
How does hugot rank among GitHub repositories? +
With 659 stars, knights-analytics/hugot is ranked #9,123 globally across all repositories tracked on GitHubRepo and #1,034 among Go projects.
What license is hugot distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
