Retrieval-Augmented Generation (RAG)

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