Retrieval-Augmented Generation (RAG)

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