Retrieval-Augmented Generation (RAG)

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