Retrieval-Augmented Generation (RAG)

deutschland machine algorithm fine-tuning zeigt llm retrieval improve point fähigkeit tokenization results user content dataset technology systems study rag powerful vergleich improved entwicklungen information optimierung output deep performance method erzeugen based llms learn zero-shot hyperparameter prozess language development analyse lage ergebnisse knowledge security applications analysis people work system daten process training ki-modelle learning cases platform code digital modell technik tool large model times layers tools generation generieren selection creating entwicklung contact prozent leistung data genauigkeit benchmark asset engineering text modelle input methods quality project modells umfasst intelligenz methode tuning algorithmen augmented datasets optimieren informationen künstliche optimization specific key models situation