Retrieval-Augmented Generation (RAG)

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