Retrieval-Augmented Generation (RAG)

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