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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
[ACL 2026] OxyGent: Making Multi-Agent Systems Modular, Observable, and Evolvable via Oxy Abstraction https://arxiv.org/abs/2604.25602
| Date | Stars |
|---|---|
| 2026-07-31 | 2025 |
| 2026-08-02 | 2028 |
| 2026-08-06 | 2028 |
| 2026-08-12 | 2043 |
| 2026-08-18 | 2066 |
| 2026-08-19 | 2067 |
| 2026-08-24 | 2066 |
| 2026-08-25 | 2067 |
| 2026-08-27 | 2066 |
| 2026-08-30 | 2066 |
| 2026-08-31 | 2066 |
| 2026-09-05 | 2069 |
| 2026-09-06 | 2070 |
| 2026-09-07 | 2071 |
| 2026-09-09 | 2071 |
| 2026-09-10 | 2072 |
| 2026-09-11 | 2071 |
| 2026-09-12 | 2070 |
| 2026-09-13 | 2070 |
| 2026-09-15 | 2071 |
| 2026-09-19 | 2072 |
| 2026-09-20 | 2072 |
Today
— stars today
This week
+2 stars this week
This month
+5 stars this month
Momentum
0.0
growth rate 0.10%/day
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[English](./README.md) | [中文](./README_zh.md)
<p align="center">
<a href="https://github.com/jd-opensource/OxyGent/pulls">
<img src="https://img.shields.io/badge/PRs-welcome-brightgreen.svg?style=flat-square" alt="PRs Welcome">
</a>
<a href="https://github.com/jd-opensource/OxyGent/blob/v4/LICENSE">
<img src="https://img.shields.io/badge/License-Apache_2.0-blue.svg" alt="license"/>
</a>
<a href="https://pypi.org/project/oxygent/">
<img src="https://img.shields.io/pypi/v/oxygent.svg?logo=pypi&logoColor=white" alt="pip"/>
</a>
<a href="https://arxiv.org/abs/2604.25602">
<img src="https://img.shields.io/badge/Paper-ACL%202026-orange" alt="paper"/>
</a>
<html>
<h2 align="center">
<img src="https://storage.jd.com/ai-gateway-routing/prod_data/oxygent_github_images/banner.jpg" width="1256"/>
</h2>
<h3 align="center">
An advanced Python framework that empowers developers to quickly build production-ready intelligent systems.
</h3>
<h3 align="center">
Visit our website:
<a href="http://oxygent.jd.com">OxyGent</a>
｜Open Source:
<a href="https://github.com/jd-opensource/OxyGent">Python</a>
or
<a href="https://github.com/jd-opensource/JDOxyGent4J">Java</a>
</h3>
</html>
## 1. Project Overview
**OxyGent** is an open-source framework that unifies tools, models, and agents into modular Oxy. Empowering developers with transparent, end-to-end pipelines, OxyGent makes building, running, and evolving multi-agent systems seamless and infinitely extensible.
## 2. Core Features
🏎️ **Efficient Development**
- OxyGent is a modular multi-agent framework that lets you build, deploy, and evolve AI teams with unprecedented efficiency. Its standardized Oxy components snap together like LEGO bricks, enabling rapid assembly of agents while supporting hot-swapping and cross-scenario reuse - all through clean Python interfaces without messy configs.
🤝 **Intelligent Collaboration**
- The framework supercharges collaboration with dynamic planning paradigms, where agents intelligently decompose tasks, negotiate solutions, and adapt to changes in real-time. Unlike rigid workflow systems, OxyGent's agents handle emergent challenges naturally while maintaining full auditability of every decision.
🕸️ **Elastic Architecture**
- Under the hood, an elastic architecture supports any agent topology- from simple ReAct to complex hybrid planning patterns. Automated dependency mapping and visual debugging tools make it easy to optimize performance across distributed systems.
🔁 **Continuous Evolution**
- Every interaction becomes a learning opportunity - thanks to built-in evaluation engines that auto-generate training data. Your agents continuously improve through knowledge feedback loops while maintaining full transparency.
📈 **Scalability**
- Scaling follows Metcalfe's Law- OxyGent's distributed scheduler enables linear cost growth while delivering exponential gains in collaborative intelligence. The system effortlessly handles domain-wide optimization and real-time decision making at any scale.
The latest version of OxyGent (July 15, 2025) in the [GAIA](https://huggingface.co/spaces/gaia-benchmark/leaderboard) get 59.14 points, and current top opensource system OWL gets 60.8 points.
## 3. Framework Core Classes
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Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:aa207faf73b081a0, desc:multi-agent, desc:multi agent