Retrieval-Augmented Generation (RAG)

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