Retrieval-Augmented Generation (RAG)

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