Retrieval-Augmented Generation (RAG)

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