Retrieval-Augmented Generation (RAG)

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