Retrieval-Augmented Generation (RAG)

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