Retrieval-Augmented Generation (RAG)

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