Retrieval-Augmented Generation (RAG)

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