Retrieval-Augmented Generation (RAG)

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