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Official Repo for ICML 2024 paper "Executable Code Actions Elicit Better LLM Agents" by Xingyao Wang, Yangyi Chen, Lifan Yuan, Yizhe Zhang, Yunzhu Li, Hao Peng, Heng Ji.

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Clarification on Session Context and Memory Retention in CodeAct

Hello, I’ve been using CodeAct integrated with GPT-4o for a chatbot interface. I noticed that the model doesn't seem to maintain context across separate API calls within the same session....

JohannesvdMeer avatar JohannesvdMeer

prompt format

What are the prompt formats of the two models you provided on hugging face?

Stevenkaseiyo avatar Stevenkaseiyo

Inquiry regarding to Mistral model results

Thanks for your great work! I am interested in the CodeAct framework and would like to reproduce Table 2 in the original paper, the results of atomic API call correctness...

xingjianleng avatar xingjianleng

how to test with GPT model

Is it possible to replace the llm from the 2 provided open source options to other models from openai or clause to compare performance. Found the method to serve for...

seshubonam avatar seshubonam

have you tried it on codestral

https://mistral.ai/news/codestral/

styk-tv avatar styk-tv

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Metadata

Official Repo for ICML 2024 paper "Executable Code Actions Elicit Better LLM Agents" by Xingyao Wang, Yangyi Chen, Lifan Yuan, Yizhe Zhang, Yunzhu Li, Hao Peng, Heng Ji.

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