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# OpenEvolve
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<div align="center">
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<img src="openevolve-logo.png" alt="OpenEvolve Logo" width="200">
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**🧬 The most advanced open-source evolutionary coding agent**
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*Turn your LLMs into autonomous code optimizers that discover breakthrough algorithms*
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<p align="center">
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<a href="https://github.com/codelion/openevolve/stargazers"><img src="https://img.shields.io/github/stars/codelion/openevolve?style=social" alt="GitHub stars"></a>
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<a href="https://pypi.org/project/openevolve/"><img src="https://img.shields.io/pypi/v/openevolve" alt="PyPI version"></a>
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<a href="https://pypi.org/project/openevolve/"><img src="https://img.shields.io/pypi/dm/openevolve" alt="PyPI downloads"></a>
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<a href="https://github.com/codelion/openevolve/blob/main/LICENSE"><img src="https://img.shields.io/github/license/codelion/openevolve" alt="License"></a>
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</p>
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<div align="center">
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**🧬 The most advanced open-source evolutionary coding agent**
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*Turn your LLMs into autonomous code optimizers that discover breakthrough algorithms*
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[🚀 **Quick Start**](#-quick-start)[📖 **Examples**](#-examples-gallery)[💬 **Discussions**](https://github.com/codelion/openevolve/discussions)
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![OpenEvolve Logo](openevolve-logo.png)
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*From random search to state-of-the-art: Watch your code evolve in real-time*
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