metadata

title: OntoChat
emoji: 📙
colorFrom: yellow
colorTo: gray
sdk: gradio
sdk_version: 5.6.0
app_file: app.py
pinned: false
license: apache-2.0

OntoChat

We introduce OntoChat, a framework for conversational ontology engineering that supports requirement elicitation, analysis, and testing. By interacting with a conversational agent, users can steer the creation of use cases and the extraction of competency questions, while receiving computational support to analyse the overall requirements and test early versions of the resulting ontologies.

GitHub Copy

The source code will also be available soon on GitHub: King-s-Knowledge-Graph-Lab/OntoChat.

Hosting in Hugging Face Spaces

OntoChat has been hosted in HF Spaces at: https://huggingface.co/spaces/b289zhan/OntoChat.

Note

The ontology testing part has been tested with the Music Meta Ontology and works well.

TODO

Improve the verbaliser (classes, named entities, and relations might be messy in some cases)
Optimize clustering visualization (maybe only keep LLM lcustering)
Add flagging, e.g., HuggingFaceDatasetSaver

Citation

This is a demo of the approach described in the paper, "OntoChat: a Framework for Conversational Ontology Engineering using Language Models"

@misc{zhang2024ontochat,
      title={OntoChat: a Framework for Conversational Ontology Engineering using Language Models}, 
      author={Bohui Zhang and Valentina Anita Carriero and Katrin Schreiberhuber and Stefani Tsaneva and Lucía Sánchez González and Jongmo Kim and Jacopo de Berardinis},
      year={2024},
      eprint={2403.05921},
      archivePrefix={arXiv},
      primaryClass={cs.AI}
}

Acknowledgement

This project acknowledges Polifonia, and has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No 101004746. We also thank all the evaluators that contributed feedback on the effectiveness of the tool and provided their experience of use.

License

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the “Software”), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference