Abstract
Context-Aware Language Model for Science (CALMS) is designed to assist scientists with instrument operations and complex experimentation. CALMS consists of a large-language model (LLM) augmented with context and tool use abilities. With the ability to retrieve relevant information from facility documentation, CALMS can answer simple questions on scientific capabilities and other operational procedures. With the ability to interface with software tools and experimental hardware, CALMS can operate scientific instruments in a conversational manner.
- Developers:
- Release Date:
- 2024-04-10
- Project Type:
- Open Source, Publicly Available Repository
- Software Type:
- Scientific
- Licenses:
-
BSD 3-clause "New" or "Revised" License
- Sponsoring Org.:
-
USDOE Office of Science (SC)Primary Award/Contract Number:AC02-06CH11357
- Code ID:
- 125944
- Research Org.:
- Argonne National Laboratory (ANL), Argonne, IL (United States)
- Country of Origin:
- United States
Citation Formats
CHERUKARA, MATTHEW, VRIZA, ALKATERINI, CHAN, HENRY, ZHOU, TAO, KATTI SASTRY, VARUNI, and PRINCE, MICHAEL.
CALMS: CONTEXT-AWARE LANGUAGE MODEL FOR SCIENCE.
Computer Software.
https://github.com/mcherukara/CALMS.
USDOE Office of Science (SC).
10 Apr. 2024.
Web.
doi:10.11578/dc.20240410.1.
CHERUKARA, MATTHEW, VRIZA, ALKATERINI, CHAN, HENRY, ZHOU, TAO, KATTI SASTRY, VARUNI, & PRINCE, MICHAEL.
(2024, April 10).
CALMS: CONTEXT-AWARE LANGUAGE MODEL FOR SCIENCE.
[Computer software].
https://github.com/mcherukara/CALMS.
https://doi.org/10.11578/dc.20240410.1.
CHERUKARA, MATTHEW, VRIZA, ALKATERINI, CHAN, HENRY, ZHOU, TAO, KATTI SASTRY, VARUNI, and PRINCE, MICHAEL.
"CALMS: CONTEXT-AWARE LANGUAGE MODEL FOR SCIENCE." Computer software.
April 10, 2024.
https://github.com/mcherukara/CALMS.
https://doi.org/10.11578/dc.20240410.1.
@misc{
doecode_125944,
title = {CALMS: CONTEXT-AWARE LANGUAGE MODEL FOR SCIENCE},
author = {CHERUKARA, MATTHEW and VRIZA, ALKATERINI and CHAN, HENRY and ZHOU, TAO and KATTI SASTRY, VARUNI and PRINCE, MICHAEL},
abstractNote = {Context-Aware Language Model for Science (CALMS) is designed to assist scientists with instrument operations and complex experimentation. CALMS consists of a large-language model (LLM) augmented with context and tool use abilities. With the ability to retrieve relevant information from facility documentation, CALMS can answer simple questions on scientific capabilities and other operational procedures. With the ability to interface with software tools and experimental hardware, CALMS can operate scientific instruments in a conversational manner.},
doi = {10.11578/dc.20240410.1},
url = {https://doi.org/10.11578/dc.20240410.1},
howpublished = {[Computer Software] \url{https://doi.org/10.11578/dc.20240410.1}},
year = {2024},
month = {apr}
}