Retrieval-Augmented Generation (RAG)

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