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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.
🐫 CAMEL: The first and the best multi-agent framework. Finding the Scaling Law of Agents. https://www.camel-ai.org
| Date | Stars |
|---|---|
| 2026-07-24 | 17483 |
| 2026-07-25 | 17491 |
| 2026-07-28 | 17491 |
| 2026-07-30 | 17491 |
| 2026-07-31 | 17511 |
| 2026-08-06 | 17511 |
Today
— stars today
This week
+20 stars this week
This month
— stars this month
Momentum
25.0
growth rate 0.11%/day
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<a href="https://www.camel-ai.org/">
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<a href="https://trendshift.io/repositories/649" target="_blank"><img src="https://trendshift.io/api/badge/repositories/649" alt="camel-ai/camel | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/></a>
[English](README.md) |
[简体中文](README.zh.md) |
[日本語](README.ja.md)
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[Community](https://github.com/camel-ai/camel#community) |
[Installation](https://github.com/camel-ai/camel#installation) |
[Examples](https://github.com/camel-ai/camel/tree/HEAD/examples) |
[Paper](https://arxiv.org/abs/2303.17760) |
[Citation](https://github.com/camel-ai/camel#citation) |
[Contributing](https://github.com/camel-ai/camel#contributing-to-camel-) |
[CAMEL-AI](https://www.camel-ai.org/)
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<p style="line-height: 1.5; text-align: center;"> 🐫 CAMEL is an open-source community dedicated to finding the scaling laws of agents. We believe that studying these agents on a large scale offers valuable insights into their behaviors, capabilities, and potential risks. To facilitate research in this field, we implement and support various types of agents, tasks, prompts, models, and simulated environments.</p>
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Join us ([*Discord*](https://discord.camel-ai.org/) or [*WeChat*](https://ghli.org/camel/wechat.png)) in pushing the boundaries of finding the scaling laws of agents.
🌟 Star CAMEL on GitHub and be instantly notified of new releases.
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<details>
<summary><kbd>Table of contents</kbd></summary>
<br/>
- [CAMEL Framework Design Principles](#camel-framework-design-principles)
- [Why Use CAMEL for Your Research?](#why-use-camel-for-your-research)
- [What Can You Build With CAMEL?](#what-can-you-build-with-camel)
- [Data Generation](#1-data-generation)
- [Task Automation](#2-task-automation)
- [World Simulation](#3-world-simulation)
- [Quick Start](#quick-start)
- [Starting with ChatAgent](#starting-with-chatagent)
- [Seeking Help](#seeking-help)
- [Tech Stack](#tech-stack)
- [Research](#research)
- [Synthetic Datasets](#synthetic-datasets)
- [Cookbooks (Usecases)](#cookbooks-usecases)
- [Basic Concepts](#1-basic-concepts)
- [Advanced Features](#2-advanced-features)
- [Model Training & Data Generation](#3-model-training--data-generation)
- [Multi-Agent Systems & Applications](#4-multi-agent-systems--applications)
- [Data Processing](#5-data-processing)
- [Real-World Usecases](#real-world-usecases)
- [🧱 Built with CAMEL (Real-world Producs & Research)](#-built-with-camel-real-world-producs--research)
- [Research Projects](#research-projects)
- [Product Projects](#product-projects)
- [🗓️ Events](#️-events)
- [Contributing to CAMEL](#contributing-to-camel)
- [Community & Contact](#community--contact)
- [Citation](#citation)
- [Acknowledgment](#acknowledgment)
- [License](#license)
####
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</details>
## CAMEL Framework Design Principles
<h3>🧬 Evolvability</h3 >
The framework enables multi-agent systems to continuously evolve by generating data and interacting with environments. This evolution can be driven by reinforcement learning with verifiable rewards or supervised learning.
<h3>📈 Scalability</h3>
The framework is designed to support systems with millions of agents, ensuring efficient coordination, communication, and resource manageExcerpt of 34,615 characters
Read on GitHub
Eigent.AI
664
Tao Sun · China
105
Guohao Li · CAMEL-AI.org
98
Xiaotian Jin · KAUST
51
Puzhen Zhang · PhD studtent at TUM · Germany
44
JINO ROHIT
42
Max · China
39
Zecheng Zhang
39
Lei Zhang
37
Dmitrii Khizbullin · Saudi Arabia
34
Isaac Jin · ByteDance
33
Sarthak Bhardwaj · Elarislabs AI || Prev CAMEL-AI
31
Tianqi Xu · KAUST
27
26
Hesam Sheikh · Full-Time Open Source
21
20
Hasan Abed Al Kader Hammoud
18
18
somebody that you used to know
15
Saed Bhati · India
14
Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:7ad38762caa3bc26, topic:multi-agent-systems, desc:agent framework, desc:multi-agent
matched fp:7ad38762caa3bc26, topic:deep-learning
matched fp:7ad38762caa3bc26, topic:large-language-models
matched fp:7ad38762caa3bc26, topic:natural-language-processing