Retrieval-Augmented Generation (RAG)

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