scitoolsscibot
SciBot is a simple demo of building a domain-specific chatbot for science.
Science Score: 67.0%
This score indicates how likely this project is to be science-related based on various indicators:
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✓CITATION.cff file
Found CITATION.cff file -
✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
✓DOI references
Found 6 DOI reference(s) in README -
✓Academic publication links
Links to: arxiv.org -
○Academic email domains
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○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (5.8%) to scientific vocabulary
Repository
SciBot is a simple demo of building a domain-specific chatbot for science.
Basic Info
- Host: GitHub
- Owner: CFN-softbio
- License: other
- Language: Python
- Default Branch: main
- Size: 500 KB
Statistics
- Stars: 31
- Watchers: 6
- Forks: 9
- Open Issues: 0
- Releases: 0
Metadata Files
README.md
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:
bibtex
@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",
}
Owner
- Name: CFN-softbio
- Login: CFN-softbio
- Kind: organization
- Repositories: 2
- Profile: https://github.com/CFN-softbio
Citation (CITATION.cff)
cff-version: 1.2.0 message: "You can cite this software as noted below. You may also want to cite the associated preprint." authors: - family-names: "Yager" given-names: "Kevin G." orcid: "https://orcid.org/0000-0001-7745-2513" - family-names: "Bot" given-names: "Hew" orcid: "https://orcid.org/0000-0000-0000-0000" title: "SciBot" version: 1.0.0 date-released: 2023-06-12 url: "https://github.com/CFN-softbio/SciBot"
GitHub Events
Total
- Watch event: 3
- Fork event: 2
Last Year
- Watch event: 3
- Fork event: 2
Packages
- Total packages: 1
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Total downloads:
- pypi 8 last-month
- Total dependent packages: 0
- Total dependent repositories: 0
- Total versions: 2
- Total maintainers: 1
pypi.org: scitoolsscibot
SciBot scripts for domain-specific chatbot.
- Homepage: https://github.com/CFN-softbio/SciBot
- Documentation: https://scitoolsscibot.readthedocs.io/
- License: BSD (3-clause)
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Latest release: 1.0.8
published over 2 years ago