An embeddable, expressive semantic layer for AI agents and humans
Star History
Momentum
+10
STARS · LAST 30 DAYS
1
PER DAY
#651
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
slayer gained 10 stars in the last 30 days, about 1 a day, and now has 228. It is about 1 year old and has averaged roughly 228 stars a year. It ranks #651 among Python repositories and #5,505 across all languages on GitHubRepo.
Trending Record
2
DAYS ON TRENDING
#4865
BEST RANK
Sep 28, 2026
FIRST APPEARANCE
Active
STATUS TODAY
slayer has maintained a continuous presence across global trending indexes, peaking at #4865. Below is the 30-day activity profile:
💡 Overview
slayer is an open-source project written in Python: An embeddable, expressive semantic layer for AI agents and humans.
Engineered for speed, consistency, and developer ease, it solves common hurdles in semantic-layer. 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 slayer⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
slayer 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 slayer 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 slayer using your package manager: `pip install slayer`
Initialize your project workspace or configuration file for slayer.
Import slayer into your codebase or invoke it directly from your terminal.
Execute your test suite or run `slayer --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
MotleyAI/slayer is currently ranked #5,505 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #5,496 | DataSQRL/sqrl | Java | ★ 229 | Compare ↗ |
| #5,496 | LAA-Software-Engineering/golang-rest-api-template | Go | ★ 229 | Compare ↗ |
| #5,496 | CalyPdf/CalyPdf | C# | ★ 229 | Compare ↗ |
| #5,496 | reddit/achilles-sdk | Go | ★ 229 | Compare ↗ |
| #5,496 | baseballyama/rsvelte | Rust | ★ 229 | Compare ↗ |
| #5,505 | MotleyAI/slayer This Project | Python | ★ 228 | |
| #5,505 | tapsandswipes/iphone-pie-menu | Objective-C | ★ 228 | Compare ↗ |
| #5,505 | phunkie/phunkie | PHP | ★ 228 | Compare ↗ |
| #5,505 | Resgrid/Core | JavaScript | ★ 228 | Compare ↗ |
| #5,505 | capacitor-community/camera-preview | Java | ★ 228 | Compare ↗ |
| #5,505 | urban-health-labs/CombineFirebase | Swift | ★ 228 | Compare ↗ |
Frequently Asked Questions
What does slayer do? +
An embeddable, expressive semantic layer for AI agents and humans
What language is slayer written in? +
The primary language is Python. Topics include: semantic-layer.
Is slayer actively maintained? +
Yes, the last recorded push was on Sep 28, 2026 with 5 open issues being tracked.
How many stars does slayer have? +
slayer has 228 stars and 31 forks on GitHub.
How does slayer rank among GitHub repositories? +
With 228 stars, MotleyAI/slayer is ranked #5,505 globally across all repositories tracked on GitHubRepo and #651 among Python projects.
What license is slayer distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
