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autogen/website/docs/Examples/AutoGen-OpenAI.md

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silent; code_execution_config; exit; version (#1179) * silent; code_execution_config; exit; version * url * url * readme * preview * doc * url * endpoints * timeout * chess * Fix retrieve chat * config * mathchat --------- Co-authored-by: Li Jiang <bnujli@gmail.com>
2 years ago
autogen subpackage (#968) * math utils in autogen * cleanup * code utils * remove check function from code response * comment out test * GPT-4 * increase request timeout * name * logging and error handling * better doc * doc * codegen optimized * GPT series * text * no demo example * math * import openai * import openai * azure model name * azure model name * openai version * generate assertion if necessary * condition to generate assertions * init region key * rename * comments about budget * prompt --------- Co-authored-by: Susan Xueqing Liu <liususan091219@users.noreply.github.com>
3 years ago
silent; code_execution_config; exit; version (#1179) * silent; code_execution_config; exit; version * url * url * readme * preview * doc * url * endpoints * timeout * chess * Fix retrieve chat * config * mathchat --------- Co-authored-by: Li Jiang <bnujli@gmail.com>
2 years ago
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adding openai documentation (#938) * adding openai documentation * adding openai documentation * Update website/docs/Examples/Integrate - OpenAI.md Co-authored-by: Chi Wang <wang.chi@microsoft.com> * Update website/docs/Examples/Integrate - OpenAI.md Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu> * Update website/docs/Examples/Integrate - OpenAI.md Co-authored-by: Chi Wang <wang.chi@microsoft.com> * Update website/docs/Examples/Integrate - OpenAI.md Co-authored-by: Chi Wang <wang.chi@microsoft.com> * Update website/docs/Examples/Integrate - OpenAI.md Co-authored-by: Chi Wang <wang.chi@microsoft.com> * addressing comments * Update website/docs/Examples/Integrate - OpenAI.md Co-authored-by: Chi Wang <wang.chi@microsoft.com> * Update website/docs/Examples/Integrate - OpenAI.md Co-authored-by: Chi Wang <wang.chi@microsoft.com> * adding Azure * rerun * addressing comments about Azure --------- Co-authored-by: Chi Wang <wang.chi@microsoft.com> Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu>
3 years ago
silent; code_execution_config; exit; version (#1179) * silent; code_execution_config; exit; version * url * url * readme * preview * doc * url * endpoints * timeout * chess * Fix retrieve chat * config * mathchat --------- Co-authored-by: Li Jiang <bnujli@gmail.com>
2 years ago
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  1. # AutoGen - Tune GPT Models

  2. 

  3. `flaml.autogen` offers a cost-effective hyperparameter optimization technique [EcoOptiGen](https://arxiv.org/abs/2303.04673) for tuning Large Language Models. The research study finds that tuning hyperparameters can significantly improve the utility of them.

  4. Please find documentation about this feature [here](/docs/Use-Cases/Autogen#enhanced-inference).

  5. 

  6. Links to notebook examples:

  7. * [Optimize for Code Generation](https://github.com/microsoft/FLAML/blob/main/notebook/autogen_openai_completion.ipynb) | [Open in colab](https://colab.research.google.com/github/microsoft/FLAML/blob/main/notebook/autogen_openai_completion.ipynb)

  8. * [Optimize for Math](https://github.com/microsoft/FLAML/blob/main/notebook/autogen_chatgpt_gpt4.ipynb) | [Open in colab](https://colab.research.google.com/github/microsoft/FLAML/blob/main/notebook/autogen_chatgpt_gpt4.ipynb)

This is a mirror of AutoGen from GitHub. AutoGen is a framework that enables the development of LLM applications using multiple agents that can converse with each other to solve tasks.