Zusammenfassung

ResearchMate leverages open-source frameworks to transform how academic resources are managed, accessed, and distributed. By integrating large language models (LLMs) with an external knowledge database, ResearchMate becomes a retrieval augmented generation (RAG) chatbot that minimizes hallucinations and grants access to the latest information, addressing a significant drawback of using LLMs for knowledge-intensive tasks. Researchers and students can build upon ResearchMate to create their personalized chatbot, for example, to teach or learn a specific topic or to analyze experimental data. Therefore, the HOOU provides a detailed step-by-step guide to create a simple RAG chatbot.

Projekt in Vorbereitung