Retrieval-Augmented Generation (RAG)

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