Standardized Distributed Generative and Predictive AI Inference Platform for Scalable, Multi-Framework Deployment on Kubernetes
Star History
Momentum
+151
STARS · LAST 30 DAYS
5
PER DAY
#134
MOST-STARRED Go
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +35 | +151 | +450 |
| Per day | 5 | 5 | 5 |
| Forks gained | +9 | +34 | +85 |
kserve gained 151 stars in the last 30 days, about 5 a day, and now has 6K. It is about 8 years old and has averaged roughly 754 stars a year. It ranks #134 among Go repositories and #949 across all languages on GitHubRepo.
Trending Record
5
DAYS ON TRENDING
#325
BEST RANK
Sep 24, 2026
FIRST APPEARANCE
Active
STATUS TODAY
kserve has maintained a continuous presence across global trending indexes, peaking at #325. Below is the 30-day activity profile:
💡 Overview
kserve is an open-source project written in Go: Standardized Distributed Generative and Predictive AI Inference Platform for Scalable, Multi-Framework Deployment on Kubernetes.
Engineered for speed, consistency, and developer ease, it solves common hurdles in artificial-intelligence, cncf, genai. 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/kserve/kserve@latest⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Go >= 1.21 runtime environment
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
kserve 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 kserve.
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 kserve using your package manager: `go install github.com/kserve/kserve@latest`
Initialize your project workspace or configuration file for kserve.
Import kserve into your codebase or invoke it directly from your terminal.
Execute your test suite or run `kserve --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
kserve/kserve is currently ranked #949 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #944 | css-doodle/css-doodle | JavaScript | ★ 6.1K | Compare ↗ |
| #945 | cockroachdb/pebble | Go | ★ 6K | Compare ↗ |
| #946 | github/markup | Ruby | ★ 6K | Compare ↗ |
| #947 | FlorianBruniaux/claude-code-ultimate-guide | Python | ★ 6K | Compare ↗ |
| #948 | rainmeter/rainmeter | C++ | ★ 6K | Compare ↗ |
| #949 | kserve/kserve This Project | Go | ★ 6K | |
| #949 | Respect/Validation | PHP | ★ 6K | Compare ↗ |
| #949 | loopx-project/loopx | Python | ★ 6K | Compare ↗ |
| #952 | tw93/Kaku | Rust | ★ 6K | Compare ↗ |
| #953 | apache/hive | Java | ★ 6K | Compare ↗ |
| #954 | TGX-Android/Telegram-X | Java | ★ 6K | Compare ↗ |
Frequently Asked Questions
What does kserve do? +
Standardized Distributed Generative and Predictive AI Inference Platform for Scalable, Multi-Framework Deployment on Kubernetes
What language is kserve written in? +
The primary language is Go. Topics include: artificial-intelligence, cncf, genai, hacktoberfest, istio.
Is kserve actively maintained? +
Yes, the last recorded push was on Sep 28, 2026 with 218 open issues being tracked.
How many stars does kserve have? +
kserve has 6,031 stars and 1,708 forks on GitHub.
How does kserve rank among GitHub repositories? +
With 6,031 stars, kserve/kserve is ranked #949 globally across all repositories tracked on GitHubRepo and #134 among Go projects.
What license is kserve distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
