JUST-OS Chatbot

The JUST-OS (Judicious User-friendly Support Tool for Open Science) chatbot is an initiative by researchers at the University of Groningen and FORRT that aims to develop an AI-based chatbot to help researchers navigate Open Science resources more easily.

Researchers generally support Open Science practices but often struggle navigating the vast landscape of available resources. JUST-OS aims to provide user-friendly, tailored, and efficient guidance to help researchers find relevant Open Science resources.

Try the JUST-OS Chatbot. For any issues or suggestions, please submit feedback by opening an issue on GitHub click here.

Acknowledgements

JUST-OS writes its answers with OpenScholar (Llama-3.1_OpenScholar-8B), an open language model built to synthesise the scientific literature with citations. OpenScholar was developed by Akari Asai and colleagues at the University of Washington and the Allen Institute for AI (Ai2). We thank them for releasing the model and its code openly. The model is hosted on the University of Groningen’s LLM service.

If you use or write about JUST-OS, please also cite OpenScholar:

Asai, A., He, J., Shao, R., et al. (2026). Synthesizing scientific literature with retrieval-augmented language models. Nature, 650(8103), 857–863. https://doi.org/10.1038/s41586-025-10072-4

The Team

Rink Hoekstra

Associate Professor at Pedagogical and Educational Science department, University of Groningen; board member Open Science Community Groningen; co-project manager.

Nina Schwarzbach

PhD candidate in psychotherapy and research methodology at University of Groningen; co-project manager.

Flavio Azevedo

Assistant Professor of Interdisciplinary Social Science at Utrecht University (formerly Groningen); FORRT liaison.

Michiel van der Ree

Consultant applied AI at Center for Information Technology, University of Groningen; programming lead.

Vera Heininga

Assistant Professor studying psychology, psychiatry, sociology, and pedagogy; Open Science researcher.

Madelief van der Velden

Research Master student with Pedagogy and Education background; student assistant.

Robin Hoekstra

Bachelor student with Psychology and Law background; student assistant.

Lukas Wallrich

Lecturer in Organisational Psychology at Birkbeck, University of London; FORRT Co-Director.

JUST-OS

Jellyfish and chatbot for Open Science.