Retrieval-Augmented Generation (RAG)

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