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/llm4s/llm4s?utm_source=readme_chart)Compact Shields-style badges for your README header. Shows real-time stars and global ranking.
[](https://githubrepo.cloud/repo/llm4s/llm4s?utm_source=readme_badge) [](https://githubrepo.cloud/repo/llm4s/llm4s?utm_source=readme_badge) [](https://githubrepo.cloud/repo/llm4s/llm4s?utm_source=readme_badge)Momentum
+10
STARS · LAST 30 DAYS
1
PER DAY
#17
MOST-STARRED Scala
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
llm4s gained 10 stars in the last 30 days, about 1 a day, and now has 267. It is about 2 years old and has averaged roughly 134 stars a year. It ranks #17 among Scala repositories and #10,333 across all languages on GitHubRepo.
Trending Record
2
DAYS ON TRENDING
#10029
BEST RANK
Oct 12, 2026
FIRST APPEARANCE
Active
STATUS TODAY
llm4s has maintained a continuous presence across global trending indexes, peaking at #10029. Below is the 30-day activity profile:
💡 Overview
llm4s is an open-source project written in Scala: Agentic and LLM Programming in Scala.
Engineered for speed, consistency, and developer ease, it solves common hurdles in Scala. 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 Scala 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/llm4s/llm4s.git
cd llm4s⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Scala environment and standard tooling
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
llm4s coordinates its core functionality through a modular Scala 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 llm4s into Scala 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 llm4s using your package manager: `git clone https://github.com/llm4s/llm4s.git`
Initialize your project workspace or configuration file for llm4s.
Import llm4s into your codebase or invoke it directly from your terminal.
Execute your test suite or run `llm4s --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Scala, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
llm4s/llm4s is currently ranked #10,333 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #10,318 | mix1009/model-keyword | Python | ★ 268 | Compare ↗ |
| #10,318 | quarto-dev/q2 | Rust | ★ 268 | Compare ↗ |
| #10,318 | jmcorgan/fips | Rust | ★ 268 | Compare ↗ |
| #10,318 | atoms-co/splitter | Go | ★ 268 | Compare ↗ |
| #10,318 | Icy-Cat/x-viral-monitor | JavaScript | ★ 268 | Compare ↗ |
| #10,333 | llm4s/llm4s This Project | Scala | ★ 267 | |
| #10,333 | PHP-DI/Invoker | PHP | ★ 267 | Compare ↗ |
| #10,333 | cloudfoundry/stratos | TypeScript | ★ 267 | Compare ↗ |
| #10,333 | MadDeCoDeR/Classic-RBDOOM-3-BFG | C++ | ★ 267 | Compare ↗ |
| #10,333 | JarryShaw/PyPCAPKit | Python | ★ 267 | Compare ↗ |
| #10,333 | oracle/weblogic-kubernetes-operator | Java | ★ 267 | Compare ↗ |
Frequently Asked Questions
What does llm4s do? +
Agentic and LLM Programming in Scala
What language is llm4s written in? +
The primary language is Scala. Topics include: software.
Is llm4s actively maintained? +
Yes, the last recorded push was on Oct 12, 2026 with 182 open issues being tracked.
How many stars does llm4s have? +
llm4s has 267 stars and 119 forks on GitHub.
How does llm4s rank among GitHub repositories? +
With 267 stars, llm4s/llm4s is ranked #10,333 globally across all repositories tracked on GitHubRepo and #17 among Scala projects.
What license is llm4s distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
