SciBot

Author : Kevin G. Yager

SciBot is a simple demo of building a domain-specific chatbot for science, using a Large Language Model (LLM) such as OpenAI's GPT. The system uses document embeddings, whereby the bot retrieves document chunks that are relevant to a user query.

More complete technical details can be found in the corresponding preprint: https://arxiv.org/abs/2306.10067

Or the published paper: https://doi.org/10.1039/D3DD00112A

You can cite this work as:

@Article{yager2023domainspecific,
    author ="Yager, Kevin G.",
    title  ="Domain-specific chatbots for science using embeddings",
    journal  ="Digital Discovery",
    year  ="2023",
    volume  ="2",
    issue  ="6",
    pages  ="1850-1861",
    publisher  ="RSC",
    doi  ="10.1039/D3DD00112A",
    url  ="http://dx.doi.org/10.1039/D3DD00112A",
}