Retrieval-Augmented Generation (RAG)

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