zilliztech/milvus-operator
The Kubernetes Operator of Milvus.
⚡ Executive Summary & Quick Facts
Authoritative Sourcemilvus-operator is milvus-operator is an open-source project written in Go: The Kubernetes Operator of Milvus. ..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), zilliztech/milvus-operator has accumulated 135 GitHub stars and 71 forks. It is written in Go, licensed under Apache-2.0, and ranks #23,140 globally. It is actively maintained with the latest commit recorded on Oct 23, 2026.”
| Repository | zilliztech/milvus-operator ↗ |
|---|---|
| Primary Category | milvus |
| Language & Stack | Go |
| Software License | Apache-2.0 |
| Community Traction | ★ 135 stars · ⑂ 71 forks · #23,140 globally |
| Maintenance | ● Active (Last commit: Oct 23, 2026) · 94 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: 88/100 · Grade AYes, milvus-operator is actively maintained. Continuous telemetry recorded the last code commit on Oct 23, 2026 (20 days ago). Supported by 135 stars and 71 community forks, this repository holds a calculated health index of 88/100, reflecting regular maintenance (20 days ago) and healthy issue cadence.
Star History
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+10
STARS · LAST 30 DAYS
1
PER DAY
#2,410
MOST-STARRED Go
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +3 | +10 |
milvus-operator gained 10 stars in the last 30 days, about 1 a day, and now has 135. It is about 3 years old and has averaged roughly 45 stars a year. It ranks #2,410 among Go repositories and #23,140 across all languages on GitHubRepo.
Trending Record
16
DAYS ON TRENDING
#16914
BEST RANK
Oct 24, 2026
FIRST APPEARANCE
Active
STATUS TODAY
milvus-operator has maintained a continuous presence across global trending indexes, peaking at #16914. Below is the 30-day activity profile:
💡 Overview
milvus-operator is an open-source project written in Go: The Kubernetes Operator of Milvus. .
Engineered for speed, consistency, and developer ease, it solves common hurdles in milvus, operator, vector-database. 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/zilliztech/milvus-operator@latest⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Go >= 1.21 runtime environment
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
milvus-operator 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
High-Throughput Storage
Persist and retrieve structured data records with minimal latency and high concurrency.
In-Memory Caching
Accelerate application response times by caching frequently queried database entities.
Analytical Queries
Run aggregate metrics and point lookups across large sets of records.
Distributed Replication
Synchronize state across multiple cluster nodes with strong consistency guarantees.
🚀 Getting Started
Install milvus-operator using your package manager: `go install github.com/zilliztech/milvus-operator@latest`
Initialize your project workspace or configuration file for milvus-operator.
Import milvus-operator into your codebase or invoke it directly from your terminal.
Execute your test suite or run `milvus-operator --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
zilliztech/milvus-operator is currently ranked #23,140 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #23,057 | Kc1t/alethe-orchestrate-skill | Python | ★ 136 | Compare ↗ |
| #23,057 | boxd-sh/self-host | Python | ★ 136 | Compare ↗ |
| #23,057 | NewBeeM4n/codex-overload-fix | Python | ★ 136 | Compare ↗ |
| #23,057 | test-bit-sys/algeria-geo | Python | ★ 136 | Compare ↗ |
| #23,057 | 0xCodez/iphone-mirror-windows | Python | ★ 136 | Compare ↗ |
| #23,140 | zilliztech/milvus-operator This Project | Go | ★ 135 | |
| #23,140 | abhay/calais | Ruby | ★ 135 | Compare ↗ |
| #23,140 | simonw/optfunc | Python | ★ 135 | Compare ↗ |
| #23,140 | alexdej/puzpy | Python | ★ 135 | Compare ↗ |
| #23,140 | justquick/python-varnish | Python | ★ 135 | Compare ↗ |
| #23,140 | rspec/rspec-dev | Ruby | ★ 135 | Compare ↗ |
Frequently Asked Questions
What does milvus-operator do? +
The Kubernetes Operator of Milvus.
Is milvus-operator actively maintained in 2026? +
Yes, milvus-operator is actively maintained. The latest code push was recorded on Oct 23, 2026 (20 days ago). It holds a calculated Maintenance Health Score of 88/100 (A rating) with 135 stars and 94 open issues.
What language is milvus-operator written in? +
The primary language is Go. Topics include: milvus, operator, vector-database.
How many stars does milvus-operator have? +
milvus-operator has 135 stars and 71 forks on GitHub.
How does milvus-operator rank among GitHub repositories? +
With 135 stars, zilliztech/milvus-operator is ranked #23,140 globally across all repositories tracked on GitHubRepo and #2,410 among Go projects.
What license is milvus-operator distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
