EcoToxFred - Dialogues with a Knowledge Keeper
Authors/Creators
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1.
Helmholtz Centre for Environmental Research
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2.
Max Planck Institute for Human Cognitive and Brain Sciences
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3.
Leipzig University
Description
EcoToxFred is a prototype that demonstrates how domain-specific knowledge can be combined with LLMs to facilitate the interaction between users and (domain-specific) knowledge.
EcoToxFred can answer questions about chemicals and their measured concentrations in European surface waters like rivers and lakes. EcoToxFred is a friendly and intuitive chatbot designed to help researchers, stakeholders, and users explore and analyze chemical concentrations and toxicity data in European surface waters. By leveraging advanced language models and a graph database, EcoToxFred makes complex environmental toxicology data accessible and understandable for everyone, regardless of their technical background.
The web application is accessible at https://ecotoxfred.web.app.ufz.de/.
Notes (English)
We gratefully acknowledge the UFZ Research Data Management (RDM) unit for their support in deploying the Neo4j container, setting up the EcoToxFred web application, and ensuring seamless integration betweewo components.
Files
Files
(3.2 MB)
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md5:d842c22251b585eb8f73ea144a389814
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3.2 MB | Download |
Additional details
Related works
- Requires
- Dataset: 10.5281/zenodo.14616124 (DOI)
Software
- Repository URL
- https://github.com/yigbt/EcoToxFred
- Programming language
- Python console , Cypher
- Development Status
- Active