Retrieval-Augmented Generation (RAG)

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