Retrieval-Augmented Generation (RAG)

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