Universal Python SDK to run AI workloads on Kubernetes
⚡ Executive Summary & Quick Facts
Authoritative Sourcesdk is sdk is an open-source project written in Python: Universal Python SDK to run AI workloads on Kubernetes..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), kubeflow/sdk has accumulated 156 GitHub stars and 296 forks. It is written in Python, licensed under Apache-2.0, and ranks #21,527 globally. It is actively maintained with the latest commit recorded on Oct 21, 2026.”
| Repository | kubeflow/sdk ↗ |
|---|---|
| Primary Category | ai |
| Language & Stack | Python |
| Software License | Apache-2.0 |
| Community Traction | ★ 156 stars · ⑂ 296 forks · #21,527 globally |
| Maintenance | ● Active (Last commit: Oct 21, 2026) · 307 open issues |
| Target Audience | Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 87/100 · Grade AYes, sdk is actively maintained. Continuous telemetry recorded the last code commit on Oct 21, 2026 (23 days ago). Supported by 156 stars and 296 community forks, this repository holds a calculated health index of 87/100, reflecting regular maintenance (23 days ago) and active community feedback (307 open).
Star History
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+10
STARS · LAST 30 DAYS
1
PER DAY
#2,842
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +6 | +15 |
sdk gained 10 stars in the last 30 days, about 1 a day, and now has 156. It is about 2 years old and has averaged roughly 78 stars a year. It ranks #2,842 among Python repositories and #21,527 across all languages on GitHubRepo.
Trending Record
18
DAYS ON TRENDING
#15523
BEST RANK
Oct 21, 2026
FIRST APPEARANCE
Active
STATUS TODAY
sdk has maintained a continuous presence across global trending indexes, peaking at #15523. Below is the 30-day activity profile:
💡 Overview
sdk is an open-source project written in Python: Universal Python SDK to run AI workloads on Kubernetes.
Engineered for speed, consistency, and developer ease, it solves common hurdles in ai, distributed, fine-tuning. 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 Python 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
$ pip install sdk⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
sdk coordinates its core functionality through a modular Python 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 sdk.
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 sdk using your package manager: `pip install sdk`
Initialize your project workspace or configuration file for sdk.
Import sdk into your codebase or invoke it directly from your terminal.
Execute your test suite or run `sdk --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
kubeflow/sdk is currently ranked #21,527 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #21,467 | skydoves/nowinandroid-kmp | Kotlin | ★ 157 | Compare ↗ |
| #21,467 | SamGu-NRX/Caret | Swift | ★ 157 | Compare ↗ |
| #21,467 | allebee/jevk5 | Python | ★ 157 | Compare ↗ |
| #21,467 | AgenticsWorks/AgentPeerChat | JavaScript | ★ 157 | Compare ↗ |
| #21,467 | Shaitrish/37studio | Go | ★ 157 | Compare ↗ |
| #21,527 | kubeflow/sdk This Project | Python | ★ 156 | |
| #21,527 | tenderlove/namecase | Ruby | ★ 156 | Compare ↗ |
| #21,527 | rick/linode | Ruby | ★ 156 | Compare ↗ |
| #21,527 | SableCC/sablecc | Java | ★ 156 | Compare ↗ |
| #21,527 | mazenharake/cecho | Erlang | ★ 156 | Compare ↗ |
| #21,527 | quirkey/soca | JavaScript | ★ 156 | Compare ↗ |
Frequently Asked Questions
What does sdk do? +
Universal Python SDK to run AI workloads on Kubernetes
Is sdk actively maintained in 2026? +
Yes, sdk is actively maintained. The latest code push was recorded on Oct 21, 2026 (23 days ago). It holds a calculated Maintenance Health Score of 87/100 (A rating) with 156 stars and 307 open issues.
What language is sdk written in? +
The primary language is Python. Topics include: ai, distributed, fine-tuning, huggingface, hyperparameter-optimization.
How many stars does sdk have? +
sdk has 156 stars and 296 forks on GitHub.
How does sdk rank among GitHub repositories? +
With 156 stars, kubeflow/sdk is ranked #21,527 globally across all repositories tracked on GitHubRepo and #2,842 among Python projects.
What license is sdk distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
