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gepa-ai

gepa-ai/gepa

GEPA是一个基于遗传算法和帕累托优化的AI框架,专门用于优化文本参数,如提示词、代码、代理架构和配置等。它利用LLM的反思能力进行多目标进化搜索,帮助用户高效改进各类基于文本的系统。

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gepa-ai/gepa

技术栈

docs python

测试

Playwright
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依赖

mkdocs mkdocs-jupyter mkdocs-material mkdocs-redirects mkdocs-rss-plugin mkdocstrings mkdocstrings-python pillow pyyaml

examples/adrs/can_be_late python

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依赖

ConfigArgParse NumPy Pandas PyYAML colorama filelock

examples/adrs/cloudcast python

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依赖

NumPy Pandas colorama networkx

examples/circle_packing python

框架

FastAPI

ORM

SQLAlchemy
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依赖

NumPy Pandas beautifulsoup4 cvxpy cython dask duckdb h5py litellm matplotlib networkx numba openpyxl optuna polars psutil pulp pyomo scikit-learn scipy scrapy seaborn shapely statsmodels sympy tqdm wandb xarray

src/gepa/adapters/anymaths_adapter python

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依赖

google-auth

截图

https://raw.githubusercontent.com/gepa-ai/gepa/refs/heads/main/assets/gepa_prompt_hotpotqa.png
https://raw.githubusercontent.com/gepa-ai/gepa/refs/heads/main/assets/aime_prompt.png

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