Chemist AI Agent for Developing Materials Datasets with Natural Language Prompts
Project description
Eunomia
AI Agent Chemist for Developing Materials Datasets
Iterative-Chain-of-Verification (CoV)
Eunomia employs a chain-of-verification process iteratively to minimize the likelihood of hallucination, as well as integrating chemistry-informed knowledge into decision-making and action-taking plannings of the LLM.
Live App
https://eunomia.streamlit.app/
Example 1: Molecular Targets and Peptide Sequences
Example 2: Water Stable Metal-organic Frameworks
Example 3: Thermal Conductivity of Metal-organic Frameworks
Installation
pip install materials-eunomia
or you can clone the source code and install in developer mode:
git clone https://github.com/AI4ChemS/Eunomia.git && cd Eunomia
pip install -e .
Confirm correct installation by running the unittests:
cd tests && python -m unittest discover
Project details
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