Retrieval-Augmented Generation (RAG)

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