Retrieval-Augmented Generation (RAG)

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