Retrieval-Augmented Generation (RAG)

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