Large Language Models in the RAG framework
In the presentation for the Centraal Bureau voor de Statistiek (CBS), LLM integration with knowledge graphs in the RAG network was introduced, with use cases from the ODISSEI project. DANS-KNAW is collaborating with other partners on ML Croissant to produce AI-ready data suitable for training by popular ML frameworks that support Croissant. After successfully integrating Croissant into their Dataverse platform, the ODISSEI portal will offer users enhanced capabilities, including LLM support and more accurate semantic search.
Institutions
- Royal Netherlands Academy of Arts and Sciences (NL)
Publication Details
- Journal
- KNAW Research Portal (The Royal Netherlands Academy of Arts and Sciences)
- Published
- 2025-02-07
- DOI
- https://doi.org/10.5281/zenodo.14836297
- Primary Topic
- Natural Language Processing Techniques
- Type
- article
- Field-Weighted Citation Impact
- 0.00