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simplify sentence
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slobentanzer committed Feb 17, 2024
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Expand Up @@ -4,7 +4,7 @@ The fast pace of developments around current-generation LLMs poses a great chall
While the potential of these models is enormous, their application is not straightforward, and their use requires a certain level of expertise [@doi:10.1038/s41587-023-02103-0].
In addition, biomedical research is often performed in a siloed way due to the complexity of the domain and systemic incentives that work against open science and collaboration [@doi:10.1177/1745691612459058;@doi:10.1038/d41586-024-00322-2].
Inspired by the productivity of open source libraries such as LangChain [@langchain], we propose an open framework that allows biomedical researchers to focus on the application of LLMs as opposed to engineering challenges.
To keep the framework effective and sustainable, we focus on reusing existing open-source libraries and tools, while adapting the advancements from the wider LLM community to the biomedical domain.
To keep the framework effective and sustainable, we reuse existing open-source libraries and tools while adapting the advancements from the wider LLM community to the biomedical domain.
The transparency we emphasise at every step of the framework is essential to a sustainable application of LLMs in biomedical research and beyond [@doi:10.1038/d41586-024-00029-4].

To facilitate efficient human-AI interaction, a "lingua franca" is required; symbolic representations of concepts are required at least at the surface level of the conversation [@doi:10.1609/aaai.v36i11.21488].
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