Retrieval-Augmented Generation (RAG)

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