Retrieval-Augmented Generation (RAG)

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