Retrieval-Augmented Generation (RAG)

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