Retrieval-Augmented Generation (RAG)

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