Retrieval-Augmented Generation (RAG)

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