Retrieval-Augmented Generation (RAG)

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