Retrieval-Augmented Generation (RAG)

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