Retrieval-Augmented Generation (RAG)

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