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@@ -32,6 +32,6 @@ We perform a manual evaluation to judge if each requirement is satisfied by the
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  An automated evaluation program that could possibly replace manual evaluation can be found at our [Github realse](https://github.com/metauto-ai/agent-as-a-judge).
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- Find more details in our [paper]().
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  If you use DEVAI to test your development system, we suggest providing the system API keys of [Kaggle](https://www.kaggle.com/) and [Hugging Face](https://huggingface.co), as some DEVAI tasks require access to these platforms.
 
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  An automated evaluation program that could possibly replace manual evaluation can be found at our [Github realse](https://github.com/metauto-ai/agent-as-a-judge).
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+ Find more details in our [paper](https://arxiv.org/pdf/2410.10934).
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  If you use DEVAI to test your development system, we suggest providing the system API keys of [Kaggle](https://www.kaggle.com/) and [Hugging Face](https://huggingface.co), as some DEVAI tasks require access to these platforms.