kubeai-project/kubeai
AI Inference Operator for Kubernetes. The easiest way to serve ML models in production. Supports VLMs, LLMs, embeddings, and speech-to-text.
⚡ Executive Summary & Quick Facts
Authoritative Sourcekubeai is kubeai is an open-source project written in Go: AI Inference Operator for Kubernetes. The easiest way to serve ML models in production. Supports VLMs, LLMs, embeddings, and speech-to-text..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of October 2026), kubeai-project/kubeai has accumulated 1,284 GitHub stars and 140 forks. It is written in Go, licensed under Apache-2.0, and ranks #6,320 globally. It is actively maintained with the latest commit recorded on Oct 14, 2026.”
| Repository | kubeai-project/kubeai ↗ |
|---|---|
| Primary Category | ai |
| Language & Stack | Go |
| Software License | Apache-2.0 |
| Community Traction | ★ 1.3K stars · ⑂ 140 forks · #6,320 globally |
| Maintenance | ● Active (Last commit: Oct 14, 2026) · 112 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: 92/100 · Grade AYes, kubeai is actively maintained. Continuous telemetry recorded the last code commit on Oct 14, 2026 (16 days ago). Supported by 1,284 stars and 140 community forks, this repository holds a calculated health index of 92/100, reflecting regular maintenance (16 days ago) and healthy issue cadence.
Star History
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+15
STARS · LAST 30 DAYS
1
PER DAY
#761
MOST-STARRED Go
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +15 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +3 | +10 |
kubeai gained 15 stars in the last 30 days, about 1 a day, and now has 1.3K. It is about 3 years old and has averaged roughly 428 stars a year. It ranks #761 among Go repositories and #6,320 across all languages on GitHubRepo.
Trending Record
28
DAYS ON TRENDING
#1698
BEST RANK
Sep 30, 2026
FIRST APPEARANCE
Active
STATUS TODAY
kubeai has maintained a continuous presence across global trending indexes, peaking at #1698. Below is the 30-day activity profile:
💡 Overview
kubeai is an open-source project written in Go: AI Inference Operator for Kubernetes. The easiest way to serve ML models in production. Supports VLMs, LLMs, embeddings, and speech-to-text.
Engineered for speed, consistency, and developer ease, it solves common hurdles in ai, autoscaler, faster-whisper. 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/kubeai-project/kubeai@latest⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Go >= 1.21 runtime environment
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
kubeai 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
Autonomous AI Agents
Orchestrate intelligent workflows and tool-calling routines with kubeai.
Model Inference & Prompting
Integrate fast, local or cloud-hosted generative AI models directly into production code.
Context Memory & RAG
Augment language models with dynamic vector retrieval and structured project memory.
Developer Productivity
Automate repetitive engineering tasks, code generation, and test creation using AI agents.
🚀 Getting Started
Install kubeai using your package manager: `go install github.com/kubeai-project/kubeai@latest`
Initialize your project workspace or configuration file for kubeai.
Import kubeai into your codebase or invoke it directly from your terminal.
Execute your test suite or run `kubeai --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
kubeai-project/kubeai is currently ranked #6,320 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #6,315 | StarArawn/bevy_ecs_tilemap | Rust | ★ 1.3K | Compare ↗ |
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| #6,320 | kubeai-project/kubeai This Project | Go | ★ 1.3K | |
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Frequently Asked Questions
What does kubeai do? +
AI Inference Operator for Kubernetes. The easiest way to serve ML models in production. Supports VLMs, LLMs, embeddings, and speech-to-text.
Is kubeai actively maintained in 2026? +
Yes, kubeai is actively maintained. The latest code push was recorded on Oct 14, 2026 (16 days ago). It holds a calculated Maintenance Health Score of 92/100 (A rating) with 1,284 stars and 112 open issues.
What language is kubeai written in? +
The primary language is Go. Topics include: ai, autoscaler, faster-whisper, inference-operator, k8s.
How many stars does kubeai have? +
kubeai has 1,284 stars and 140 forks on GitHub.
How does kubeai rank among GitHub repositories? +
With 1,284 stars, kubeai-project/kubeai is ranked #6,320 globally across all repositories tracked on GitHubRepo and #761 among Go projects.
What license is kubeai distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
