inception-project/inception
INCEpTION provides a semantic annotation platform offering intelligent annotation assistance and knowledge management.
Star History
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+18
STARS · LAST 30 DAYS
1
PER DAY
#389
MOST-STARRED Java
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +18 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
inception gained 18 stars in the last 30 days, about 1 a day, and now has 720. It is about 9 years old and has averaged roughly 80 stars a year. It ranks #389 among Java repositories and #4,843 across all languages on GitHubRepo.
Trending Record
2
DAYS ON TRENDING
#5068
BEST RANK
Oct 2, 2026
FIRST APPEARANCE
Active
STATUS TODAY
inception has maintained a continuous presence across global trending indexes, peaking at #5068. Below is the 30-day activity profile:
💡 Overview
inception is an open-source project written in Java: INCEpTION provides a semantic annotation platform offering intelligent annotation assistance and knowledge management.
Engineered for speed, consistency, and developer ease, it solves common hurdles in active-learning, annotation-editor, annotation-suggestions. 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/inception-project/inception.git
cd inception⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
JDK 17 or higher (OpenJDK / GraalVM)
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
inception 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
Modern Web Interfaces
Build dynamic, responsive user experiences with component-driven architecture.
Enterprise Design Systems
Standardize design tokens, accessible widgets, and themes across engineering teams.
Interactive Data Dashboards
Render real-time telemetry, user feeds, and analytics with sub-millisecond updates.
Cross-Platform Web Apps
Deploy performant single-page applications optimized for both mobile and desktop browsers.
🚀 Getting Started
Install inception using your package manager: `git clone https://github.com/inception-project/inception.git`
Initialize your project workspace or configuration file for inception.
Import inception into your codebase or invoke it directly from your terminal.
Execute your test suite or run `inception --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
inception-project/inception is currently ranked #4,843 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #4,833 | google/compile-testing | Java | ★ 722 | Compare ↗ |
| #4,833 | Steel-Foundation/SteelMC | Rust | ★ 722 | Compare ↗ |
| #4,833 | floci-io/floci-az | Java | ★ 722 | Compare ↗ |
| #4,841 | lakernote/easy-postman | Java | ★ 721 | Compare ↗ |
| #4,841 | laravel/pao | PHP | ★ 721 | Compare ↗ |
| #4,843 | inception-project/inception This Project | Java | ★ 720 | |
| #4,843 | trailofbits/coop | Rust | ★ 720 | Compare ↗ |
| #4,843 | FreshRSS/Extensions | PHP | ★ 720 | Compare ↗ |
| #4,846 | caioricciuti/ch-ui | Go | ★ 719 | Compare ↗ |
| #4,846 | PostHog/posthog-foss | Python | ★ 719 | Compare ↗ |
| #4,848 | receptron/laya | TypeScript | ★ 718 | Compare ↗ |
Frequently Asked Questions
What does inception do? +
INCEpTION provides a semantic annotation platform offering intelligent annotation assistance and knowledge management.
What language is inception written in? +
The primary language is Java. Topics include: active-learning, annotation-editor, annotation-suggestions, annotation-tool, entity-linking.
Is inception actively maintained? +
Yes, the last recorded push was on Oct 2, 2026 with 236 open issues being tracked.
How many stars does inception have? +
inception has 720 stars and 171 forks on GitHub.
How does inception rank among GitHub repositories? +
With 720 stars, inception-project/inception is ranked #4,843 globally across all repositories tracked on GitHubRepo and #389 among Java projects.
What license is inception distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
