Retrieval-Augmented Generation (RAG)

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