Retrieval-Augmented Generation (RAG)

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