RPent: Agentic Infrastructure for the Physical World
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+34
STARS · LAST 30 DAYS
1
PER DAY
#523
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +34 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
RPent gained 34 stars in the last 30 days, about 1 a day, and now has 1.3K. It is about 1 year old and has averaged roughly 1.3K stars a year. It ranks #523 among Python repositories and #3,908 across all languages on GitHubRepo.
Trending Record
2
DAYS ON TRENDING
#4459
BEST RANK
Oct 3, 2026
FIRST APPEARANCE
Active
STATUS TODAY
RPent has maintained a continuous presence across global trending indexes, peaking at #4459. Below is the 30-day activity profile:
💡 Overview
RPent is an open-source project written in Python: RPent: Agentic Infrastructure for the Physical World.
Engineered for speed, consistency, and developer ease, it solves common hurdles in agentic-ai, embodied. 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 RPent⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
RPent 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
Autonomous AI Agents
Orchestrate intelligent workflows and tool-calling routines with RPent.
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 RPent using your package manager: `pip install RPent`
Initialize your project workspace or configuration file for RPent.
Import RPent into your codebase or invoke it directly from your terminal.
Execute your test suite or run `RPent --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
RLinf/RPent is currently ranked #3,908 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #3,901 | abrignoni/iLEAPP | Python | ★ 1.3K | Compare ↗ |
| #3,901 | Art-of-WiFi/UniFi-API-client | PHP | ★ 1.3K | Compare ↗ |
| #3,905 | openclaw/imsg | Swift | ★ 1.3K | Compare ↗ |
| #3,906 | sudara/awesome-juce | Ruby | ★ 1.3K | Compare ↗ |
| #3,906 | sindresorhus/del | JavaScript | ★ 1.3K | Compare ↗ |
| #3,908 | RLinf/RPent This Project | Python | ★ 1.3K | |
| #3,908 | psygreg/linuxtoys | Python | ★ 1.3K | Compare ↗ |
| #3,910 | go-webauthn/webauthn | Go | ★ 1.3K | Compare ↗ |
| #3,911 | ltb-project/self-service-password | PHP | ★ 1.3K | Compare ↗ |
| #3,912 | useful-forks/useful-forks.github.io | JavaScript | ★ 1.3K | Compare ↗ |
| #3,912 | slothflowlabs/duckle | Rust | ★ 1.3K | Compare ↗ |
Frequently Asked Questions
What does RPent do? +
RPent: Agentic Infrastructure for the Physical World
What language is RPent written in? +
The primary language is Python. Topics include: agentic-ai, embodied.
Is RPent actively maintained? +
Yes, the last recorded push was on Oct 3, 2026 with 34 open issues being tracked.
How many stars does RPent have? +
RPent has 1,342 stars and 109 forks on GitHub.
How does RPent rank among GitHub repositories? +
With 1,342 stars, RLinf/RPent is ranked #3,908 globally across all repositories tracked on GitHubRepo and #523 among Python projects.
What license is RPent distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
