Retrieval-Augmented Generation (RAG)

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