Retrieval-Augmented Generation (RAG)

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