Retrieval-Augmented Generation (RAG)

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