Retrieval-Augmented Generation (RAG)

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