Retrieval-Augmented Generation (RAG)

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