Scalable master data management, identity resolution, entity resolution, and deduplication using ML
⚡ Executive Summary & Quick Facts
Authoritative Sourcezingg is zingg is an open-source project written in Java: Scalable master data management, identity resolution, entity resolution, and deduplication using ML..
| Repository | zinggAI/zingg ↗ |
|---|---|
| Primary Category | cdp |
| Language & Stack | Java |
| Software License | AGPL-3.0 |
| Community Traction | ★ 1.3K stars · ⑂ 178 forks · #5,629 globally |
| Maintenance | ● Active (Last commit: Oct 19, 2026) · 114 open issues |
| Target Audience | Developers and engineering teams building with Java, seeking reliable, tested, and actively maintained tooling for production workloads. |
Star History
Add Live Star History & Verified Badges to README.md
Keep your repository README looking professional and dynamic. As our continuous crawler records new stars, these official SVG badges update in real time with zero maintenance.
Renders your high-resolution star trajectory chart right inside your GitHub README or project docs.
[](https://githubrepo.cloud/repo/zinggAI/zingg?utm_source=readme_chart)Compact Shields-style badges for your README header. Shows real-time stars and global ranking.
[](https://githubrepo.cloud/repo/zinggAI/zingg?utm_source=readme_badge) [](https://githubrepo.cloud/repo/zinggAI/zingg?utm_source=readme_badge) [](https://githubrepo.cloud/repo/zinggAI/zingg?utm_source=readme_badge)Momentum
+31
STARS · LAST 30 DAYS
1
PER DAY
#427
MOST-STARRED Java
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +31 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +4 | +10 |
zingg gained 31 stars in the last 30 days, about 1 a day, and now has 1.3K. It is about 5 years old and has averaged roughly 251 stars a year. It ranks #427 among Java repositories and #5,629 across all languages on GitHubRepo.
Trending Record
1
DAYS ON TRENDING
#7534
BEST RANK
Oct 19, 2026
FIRST APPEARANCE
Active
STATUS TODAY
zingg has maintained a continuous presence across global trending indexes, peaking at #7534. Below is the 30-day activity profile:
💡 Overview
zingg is an open-source project written in Java: Scalable master data management, identity resolution, entity resolution, and deduplication using ML.
Engineered for speed, consistency, and developer ease, it solves common hurdles in cdp, customer-data-platform, data-science. 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 Java 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
$ git clone https://github.com/zinggAI/zingg.git
cd zingg⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
JDK 17 or higher (OpenJDK / GraalVM)
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
zingg coordinates its core functionality through a modular Java 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
Production System Integration
Embed zingg into Java backend services to handle core application logic.
CI/CD Automated Pipelines
Run automated validation, builds, and integration suites during deployments.
Developer Tooling & Workflows
Accelerate developer onboarding with pre-configured project utilities.
Open Source Extension
Fork and customize internal modules under the repository's open AGPL-3.0 license.
🚀 Getting Started
Install zingg using your package manager: `git clone https://github.com/zinggAI/zingg.git`
Initialize your project workspace or configuration file for zingg.
Import zingg into your codebase or invoke it directly from your terminal.
Execute your test suite or run `zingg --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Java, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
zinggAI/zingg is currently ranked #5,629 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #5,623 | ChesterRa/cccc | Rust | ★ 1.3K | Compare ↗ |
| #5,623 | l0ng-ai/tty7 | Rust | ★ 1.3K | Compare ↗ |
| #5,626 | HearthSim/HSTracker | Swift | ★ 1.3K | Compare ↗ |
| #5,626 | unstablebuild/rune | Go | ★ 1.3K | Compare ↗ |
| #5,628 | meta-pytorch/attention-gym | Python | ★ 1.3K | Compare ↗ |
| #5,629 | zinggAI/zingg This Project | Java | ★ 1.3K | |
| #5,629 | faveosuite/faveo-helpdesk | PHP | ★ 1.3K | Compare ↗ |
| #5,629 | piratuks/invoice-builder | TypeScript | ★ 1.3K | Compare ↗ |
| #5,629 | gooseworks-ai/goose-skills | JavaScript | ★ 1.3K | Compare ↗ |
| #5,633 | bobbylight/RSyntaxTextArea | Java | ★ 1.3K | Compare ↗ |
| #5,633 | SMGCommunity/Petari | C++ | ★ 1.3K | Compare ↗ |
Frequently Asked Questions
What does zingg do? +
Scalable master data management, identity resolution, entity resolution, and deduplication using ML
What language is zingg written in? +
The primary language is Java. Topics include: cdp, customer-data-platform, data-science, databricks, dataengineering.
Is zingg actively maintained? +
Yes, the last recorded push was on Oct 19, 2026 with 114 open issues being tracked.
How many stars does zingg have? +
zingg has 1,256 stars and 178 forks on GitHub.
How does zingg rank among GitHub repositories? +
With 1,256 stars, zinggAI/zingg is ranked #5,629 globally across all repositories tracked on GitHubRepo and #427 among Java projects.
What license is zingg distributed under? +
The repository reports a AGPL-3.0 license. Always verify the repository LICENSE file for legal terms.
