SciBot scripts for domain-specific chatbot.
Project description
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",
}
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