Abstract: In light of this complex information for programming environments, this paper explores how effectiveness in Large Language Models and concepts from Retrieval-Augmented Generation can be used ...
We evaluate DeepCode on the PaperBench benchmark (released by OpenAI), a rigorous testbed requiring AI agents to independently reproduce 20 ICML 2024 papers from scratch. The benchmark comprises 8,316 ...
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