fluid-cloudnative/fluid
Fluid, elastic data abstraction and acceleration for BigData/AI applications in cloud. (Project under CNCF)
⚡ Executive Summary & Quick Facts
Authoritative Sourcefluid is fluid is an open-source project written in Go: Fluid, elastic data abstraction and acceleration for BigData/AI applications in cloud. (Project under CNCF) ..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), fluid-cloudnative/fluid has accumulated 1,987 GitHub stars and 1,258 forks. It is written in Go, licensed under Apache-2.0, and ranks #5,668 globally. It is actively maintained with the latest commit recorded on Oct 20, 2026.”
| Repository | fluid-cloudnative/fluid ↗ |
|---|---|
| Primary Category | ai framework |
| Language & Stack | Go |
| Software License | Apache-2.0 |
| Community Traction | ★ 2K stars · ⑂ 1.3K forks · #5,668 globally |
| Maintenance | ● Active (Last commit: Oct 20, 2026) · 334 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: 90/100 · Grade AYes, fluid is actively maintained. Continuous telemetry recorded the last code commit on Oct 20, 2026 (24 days ago). Supported by 1,987 stars and 1,258 community forks, this repository holds a calculated health index of 90/100, reflecting regular maintenance (24 days ago) and active community feedback (334 open).
Star History
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+2
STARS · LAST 30 DAYS
1
PER DAY
#717
MOST-STARRED Go
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +2 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +0 | +63 |
fluid gained 2 stars in the last 30 days, about 1 a day, and now has 2K. It is about 6 years old and has averaged roughly 331 stars a year. It ranks #717 among Go repositories and #5,668 across all languages on GitHubRepo.
Trending Record
41
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 #5,668 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #5,663 | OtterBrowser/otter-browser | C++ | ★ 2K | Compare ↗ |
| #5,663 | ranuts/document | TypeScript | ★ 2K | Compare ↗ |
| #5,665 | jplag/JPlag | Java | ★ 2K | Compare ↗ |
| #5,665 | nix-community/NUR | Python | ★ 2K | Compare ↗ |
| #5,667 | NVIDIA-Omniverse/usd-brep | C++ | ★ 2K | Compare ↗ |
| #5,668 | fluid-cloudnative/fluid This Project | Go | ★ 2K | |
| #5,668 | w3c/epubcheck | Java | ★ 2K | Compare ↗ |
| #5,668 | GIScience/openrouteservice | Java | ★ 2K | Compare ↗ |
| #5,671 | typeddjango/django-stubs | Python | ★ 2K | Compare ↗ |
| #5,671 | google/xls | C++ | ★ 2K | Compare ↗ |
| #5,673 | laravolt/avatar | PHP | ★ 2K | Compare ↗ |
Frequently Asked Questions
What does fluid do? +
Fluid, elastic data abstraction and acceleration for BigData/AI applications in cloud. (Project under CNCF)
Is fluid actively maintained in 2026? +
Yes, fluid is actively maintained. The latest code push was recorded on Oct 20, 2026 (24 days ago). It holds a calculated Maintenance Health Score of 90/100 (A rating) with 1,987 stars and 334 open issues.
What language is fluid written in? +
The primary language is Go. Topics include: ai-framework, alluxio, big-data, data-abstraction, distributed-cache.
How many stars does fluid have? +
fluid has 1,987 stars and 1,258 forks on GitHub.
How does fluid rank among GitHub repositories? +
With 1,987 stars, fluid-cloudnative/fluid is ranked #5,668 globally across all repositories tracked on GitHubRepo and #717 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.
