fluid-cloudnative/fluid
Fluid, elastic data abstraction and acceleration for BigData/AI applications in cloud. (Project under CNCF)
Star History
Momentum
+50
STARS · LAST 30 DAYS
2
PER DAY
#260
MOST-STARRED Go
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +14 | +50 | +180 |
| Per day | 2 | 2 | 2 |
| Forks gained | +6 | +25 | +63 |
fluid gained 50 stars in the last 30 days, about 2 a day, and now has 2K. It is about 6 years old and has averaged roughly 331 stars a year. It ranks #260 among Go repositories and #2,046 across all languages on GitHubRepo.
Trending Record
2
DAYS ON TRENDING
#2364
BEST RANK
Sep 28, 2026
FIRST APPEARANCE
Active
STATUS TODAY
fluid has maintained a continuous presence across global trending indexes, peaking at #2364. Below is the 30-day activity profile:
💡 Overview
fluid is an open-source project written in Go: Fluid, elastic data abstraction and acceleration for BigData/AI applications in cloud. (Project under CNCF) .
Engineered for speed, consistency, and developer ease, it solves common hurdles in ai-framework, alluxio, big-data. 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/fluid-cloudnative/fluid@latest⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Go >= 1.21 runtime environment
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
fluid 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 fluid.
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 fluid using your package manager: `go install github.com/fluid-cloudnative/fluid@latest`
Initialize your project workspace or configuration file for fluid.
Import fluid into your codebase or invoke it directly from your terminal.
Execute your test suite or run `fluid --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
fluid-cloudnative/fluid is currently ranked #2,046 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #2,041 | libharu/libharu | C | ★ 2K | Compare ↗ |
| #2,042 | scraly/developers-conferences-agenda | JavaScript | ★ 2K | Compare ↗ |
| #2,043 | unjs/fontaine | TypeScript | ★ 2K | Compare ↗ |
| #2,044 | jaz303/tipsy | JavaScript | ★ 2K | Compare ↗ |
| #2,045 | Start9Labs/start-technologies | Rust | ★ 2K | Compare ↗ |
| #2,046 | fluid-cloudnative/fluid This Project | Go | ★ 2K | |
| #2,047 | TeamNewPipe/NewPipeExtractor | Java | ★ 2K | Compare ↗ |
| #2,048 | OtterBrowser/otter-browser | C++ | ★ 2K | Compare ↗ |
| #2,049 | AntigmaLabs/ante | Rust | ★ 2K | Compare ↗ |
| #2,050 | GIScience/openrouteservice | Java | ★ 2K | Compare ↗ |
| #2,050 | apple/swift-openapi-generator | Swift | ★ 2K | Compare ↗ |
Frequently Asked Questions
What does fluid do? +
Fluid, elastic data abstraction and acceleration for BigData/AI applications in cloud. (Project under CNCF)
What language is fluid written in? +
The primary language is Go. Topics include: ai-framework, alluxio, big-data, data-abstraction, distributed-cache.
Is fluid actively maintained? +
Yes, the last recorded push was on Sep 28, 2026 with 343 open issues being tracked.
How many stars does fluid have? +
fluid has 1,985 stars and 1,261 forks on GitHub.
How does fluid rank among GitHub repositories? +
With 1,985 stars, fluid-cloudnative/fluid is ranked #2,046 globally across all repositories tracked on GitHubRepo and #260 among Go projects.
What license is fluid distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
