Early access to new features for Microsoft Fabric's Semantic Link.
⚡ Executive Summary & Quick Facts
Authoritative Sourcesemantic-link-labs is semantic-link-labs is an open-source project written in Python: Early access to new features for Microsoft Fabric's Semantic Link..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of October 2026), microsoft/semantic-link-labs has accumulated 593 GitHub stars and 198 forks. It is written in Python, licensed under MIT, and ranks #9,609 globally. It is actively maintained with the latest commit recorded on Oct 28, 2026.”
| Repository | microsoft/semantic-link-labs ↗ |
|---|---|
| Primary Category | analysis services |
| Language & Stack | Python |
| Software License | MIT |
| Community Traction | ★ 593 stars · ⑂ 198 forks · #9,609 globally |
| Maintenance | ● Active (Last commit: Oct 28, 2026) · 146 open issues |
| Target Audience | Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 97/100 · Grade A+Yes, semantic-link-labs is actively maintained. Continuous telemetry recorded the last code commit on Oct 28, 2026 (3 days ago). Supported by 593 stars and 198 community forks, this repository holds a calculated health index of 97/100, reflecting very active (commits within last 14 days) and healthy issue cadence.
Star History
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+15
STARS · LAST 30 DAYS
1
PER DAY
#1,289
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +15 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +4 | +10 |
semantic-link-labs gained 15 stars in the last 30 days, about 1 a day, and now has 593. It is about 2 years old and has averaged roughly 297 stars a year. It ranks #1,289 among Python repositories and #9,609 across all languages on GitHubRepo.
Trending Record
2
DAYS ON TRENDING
#11169
BEST RANK
Oct 28, 2026
FIRST APPEARANCE
Active
STATUS TODAY
semantic-link-labs has maintained a continuous presence across global trending indexes, peaking at #11169. Below is the 30-day activity profile:
💡 Overview
semantic-link-labs is an open-source project written in Python: Early access to new features for Microsoft Fabric's Semantic Link.
Engineered for speed, consistency, and developer ease, it solves common hurdles in analysis-services, analysis-services-tabular, dax. 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 Python 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
$ pip install semantic-link-labs⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
semantic-link-labs coordinates its core functionality through a modular Python 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 semantic-link-labs into Python 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 MIT license.
🚀 Getting Started
Install semantic-link-labs using your package manager: `pip install semantic-link-labs`
Initialize your project workspace or configuration file for semantic-link-labs.
Import semantic-link-labs into your codebase or invoke it directly from your terminal.
Execute your test suite or run `semantic-link-labs --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
microsoft/semantic-link-labs is currently ranked #9,609 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #9,599 | Rel1cx/eslint-react | TypeScript | ★ 594 | Compare ↗ |
| #9,599 | drawthingsai/draw-things-community | C | ★ 594 | Compare ↗ |
| #9,599 | thousandbrainsproject/tbp.monty | Python | ★ 594 | Compare ↗ |
| #9,599 | thunder-id/thunderid | Go | ★ 594 | Compare ↗ |
| #9,599 | bjarneo/flux | Swift | ★ 594 | Compare ↗ |
| #9,609 | microsoft/semantic-link-labs This Project | Python | ★ 593 | |
| #9,609 | markbates/configatron | Ruby | ★ 593 | Compare ↗ |
| #9,609 | facebook/chef-cookbooks | Ruby | ★ 593 | Compare ↗ |
| #9,609 | gentics/mesh | Java | ★ 593 | Compare ↗ |
| #9,609 | OleHolmNielsen/Slurm_tools | Shell | ★ 593 | Compare ↗ |
| #9,609 | dawidd6/action-send-mail | JavaScript | ★ 593 | Compare ↗ |
Frequently Asked Questions
What does semantic-link-labs do? +
Early access to new features for Microsoft Fabric's Semantic Link.
Is semantic-link-labs actively maintained in 2026? +
Yes, semantic-link-labs is actively maintained. The latest code push was recorded on Oct 28, 2026 (3 days ago). It holds a calculated Maintenance Health Score of 97/100 (A+ rating) with 593 stars and 146 open issues.
What language is semantic-link-labs written in? +
The primary language is Python. Topics include: analysis-services, analysis-services-tabular, dax, jupyter-notebook, microsoftfabric.
How many stars does semantic-link-labs have? +
semantic-link-labs has 593 stars and 198 forks on GitHub.
How does semantic-link-labs rank among GitHub repositories? +
With 593 stars, microsoft/semantic-link-labs is ranked #9,609 globally across all repositories tracked on GitHubRepo and #1,289 among Python projects.
What license is semantic-link-labs distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
