Retrieval-Augmented Generation (RAG)

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