michaelfeil/infinity
Infinity is a high-throughput, low-latency serving engine for text-embeddings, reranking models, clip, clap and colpali
⚡ Executive Summary & Quick Facts
Authoritative Sourceinfinity is infinity is an open-source project written in Rust: Infinity is a high-throughput, low-latency serving engine for text-embeddings, reranking models, clip, clap and colpali..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of October 2026), michaelfeil/infinity has accumulated 2,963 GitHub stars and 234 forks. It is written in Rust, licensed under MIT, and ranks #3,766 globally. It is actively maintained with the latest commit recorded on Oct 20, 2026.”
| Repository | michaelfeil/infinity ↗ |
|---|---|
| Primary Category | bert embeddings |
| Language & Stack | Rust |
| Software License | MIT |
| Community Traction | ★ 3K stars · ⑂ 234 forks · #3,766 globally |
| Maintenance | ● Active (Last commit: Oct 20, 2026) · 148 open issues |
| Target Audience | Developers and engineering teams building with Rust, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 97/100 · Grade A+Yes, infinity is actively maintained. Continuous telemetry recorded the last code commit on Oct 20, 2026 (9 days ago). Supported by 2,963 stars and 234 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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+74
STARS · LAST 30 DAYS
2
PER DAY
#378
MOST-STARRED Rust
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +74 | +180 |
| Per day | 1 | 2 | 2 |
| Forks gained | +0 | +5 | +12 |
infinity gained 74 stars in the last 30 days, about 2 a day, and now has 3K. It is about 3 years old and has averaged roughly 988 stars a year. It ranks #378 among Rust repositories and #3,766 across all languages on GitHubRepo.
Trending Record
9
DAYS ON TRENDING
#6484
BEST RANK
Oct 20, 2026
FIRST APPEARANCE
Active
STATUS TODAY
infinity has maintained a continuous presence across global trending indexes, peaking at #6484. Below is the 30-day activity profile:
💡 Overview
infinity is an open-source project written in Rust: Infinity is a high-throughput, low-latency serving engine for text-embeddings, reranking models, clip, clap and colpali.
Engineered for speed, consistency, and developer ease, it solves common hurdles in bert-embeddings, llm, text-embeddings. 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 Rust 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
$ cargo install infinity⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Rust toolchain (rustc / cargo >= 1.70)
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
infinity coordinates its core functionality through a modular Rust 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
Autonomous AI Agents
Orchestrate intelligent workflows and tool-calling routines with infinity.
Model Inference & Prompting
Integrate fast, local or cloud-hosted generative AI models directly into production code.
Context Memory & RAG
Augment language models with dynamic vector retrieval and structured project memory.
Developer Productivity
Automate repetitive engineering tasks, code generation, and test creation using AI agents.
🚀 Getting Started
Install infinity using your package manager: `cargo install infinity`
Initialize your project workspace or configuration file for infinity.
Import infinity into your codebase or invoke it directly from your terminal.
Execute your test suite or run `infinity --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Rust, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
michaelfeil/infinity is currently ranked #3,766 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #3,759 | Prism-Shadow/penguin-harness | TypeScript | ★ 3K | Compare ↗ |
| #3,762 | Rust-GCC/gccrs | C++ | ★ 3K | Compare ↗ |
| #3,763 | DatabaseCleaner/database_cleaner | Ruby | ★ 3K | Compare ↗ |
| #3,763 | ax-llm/ax | TypeScript | ★ 3K | Compare ↗ |
| #3,765 | spring-projects/spring-batch | Java | ★ 3K | Compare ↗ |
| #3,766 | michaelfeil/infinity This Project | Rust | ★ 3K | |
| #3,767 | DamRsn/NeuralNote | C++ | ★ 3K | Compare ↗ |
| #3,768 | 10miaomiao/bilimiao2 | Kotlin | ★ 3K | Compare ↗ |
| #3,768 | swiftlang/swift-format | Swift | ★ 3K | Compare ↗ |
| #3,770 | huggingface/tau | Python | ★ 3K | Compare ↗ |
| #3,771 | composer/ca-bundle | PHP | ★ 3K | Compare ↗ |
Frequently Asked Questions
What does infinity do? +
Infinity is a high-throughput, low-latency serving engine for text-embeddings, reranking models, clip, clap and colpali
Is infinity actively maintained in 2026? +
Yes, infinity is actively maintained. The latest code push was recorded on Oct 20, 2026 (9 days ago). It holds a calculated Maintenance Health Score of 97/100 (A+ rating) with 2,963 stars and 148 open issues.
What language is infinity written in? +
The primary language is Rust. Topics include: bert-embeddings, llm, text-embeddings.
How many stars does infinity have? +
infinity has 2,963 stars and 234 forks on GitHub.
How does infinity rank among GitHub repositories? +
With 2,963 stars, michaelfeil/infinity is ranked #3,766 globally across all repositories tracked on GitHubRepo and #378 among Rust projects.
What license is infinity distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
