Retrieval-Augmented Generation (RAG)

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