Retrieval-Augmented Generation (RAG)

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