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Modifying language a bit (#41)
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Just staying as far from the "autonomous agent" wording as possible is better I think?
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samighoche committed Jun 23, 2023
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# AutoChain

Large language models (LLMs) have shown huge success in different text generation tasks and
enable developers to build autonomous agents based on natural language objectives.
enable developers to build agents based on natural language objectives.

However, most of the agents require heavy customization for a specific purpose, and adapting
existing tools for different use cases is sometimes overwhelming. As a result, it is
still very challenging to customize on top of existing agents.

In addition, evaluating such autonomous agents powered by LLMs by trying different use
In addition, evaluating such agents powered by LLMs by trying different use
cases under different potential user scenarios is a very manual and expensive task.

AutoChain took inspiration from LangChain and AutoGPT and aims to solve
AutoChain takes inspiration from LangChain and AutoGPT and aims to solve
both problems by providing a lightweight and extensible framework
for developers to build their own conversational agents using LLMs with custom tools and
automatically evaluating different user scenarios with simulated conversations.
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